AT_BANNER([random distributions])

m4_divert_push([PREPARE_TESTS])
[randist_compare () {
  cat > compare.pl <<'EOF'
use strict;
use warnings 'all';

my ($epsilon) = 1;

open (EXPECTED, '<', $ARGV[0]) or die "$ARGV[0]: open: $!\n";
open (ACTUAL, '<', $ARGV[1]) or die "$ARGV[1]: open: $!\n";

my ($errors) = 0;
LINE: for (;;) {
    my $a = <EXPECTED>;
    my $b = <ACTUAL>;

    last if !defined $a && !defined $b;
    die "$ARGV[0]:$.: unexpected end of file\n" if !defined $a;
    die "$ARGV[1]:$.: unexpected end of file\n" if !defined $b;

    my (@a) = split (' ', $a);
    my (@b) = split (' ', $b);
    die "$ARGV[1]:$.: contains ". scalar (@b) . " fields but should "
      . "contain " . scalar (@a) . "\n"
	if $#a != $#b;
    foreach my $i (0...$#a) {
	die "$ARGV[1]:$.: unexpected number of decimals\n"
	  if count_decimals ($a[$i]) != count_decimals ($b[$i]);

	my ($an) = to_int ($a[$i]);
	my ($bn) = to_int ($b[$i]);
	if ($an ne $bn && ($bn < $an - $epsilon || $bn > $an + $epsilon)) {
	    $errors++;
	    if ($errors > 50) {
		print "$ARGV[1]: Additional differences suppressed.\n";
		last LINE;
	    }
	    print "$ARGV[1]:$.: Values differ from $ARGV[0]:$.\n";
	    print "Expected:\n", $a;
	    print "Calculated:\n", $b;
	}
    }
}
exit ($errors > 0);

sub count_decimals {
    my ($s) = @_;
    return length (substr ($s, index ($s, '.')));
}

sub to_int {
    local ($_) = @_;
    s/\.//;
    return $_;
}
EOF
}]
m4_divert_pop([PREPARE_TESTS])

m4_define([RANDIST_CHECK],
  [AT_SETUP([random distributions -- $1])
   randist_compare
   AT_DATA([$1.in], [$4])
   AT_DATA([$1.sps], [dnl
DATA LIST LIST FILE='$1.in' NOTABLE SKIP=1
	/P $2[]m4_foreach_w([function], [x $3], [ X[]function]).
NUMERIC x $3 (F10.4).
COMPUTE x = IDF.$1(P[]m4_foreach_w([variable], [$2], [, variable])).
m4_foreach_w([function], [$3],
  [COMPUTE function = function[].$1[](x[]m4_foreach_w([variable], [$2], [, variable])).
])dnl
DO IF $CASENUM = 1.
PRINT OUTFILE='$1.out'/"dnl
m4_foreach_w([variable], [P $2], [m4_format([%8s ], variable)])dnl
m4_foreach_w([function], [x $3], [m4_format([%10s ], function)])".
END IF.
PRINT OUTFILE='$1.out'/P $2 x $3.
EXECUTE.
])
   AT_CHECK([pspp -O format=csv $1.sps])
   AT_CHECK([$PERL compare.pl $1.in $1.out])
   AT_CLEANUP])

RANDIST_CHECK([beta], [a b], [cdf pdf], [dnl
       P        a        b          x        cdf        pdf 
     .01      .75      .25      .0107      .0100      .7059 
     .01      .75      .50      .0047      .0100     1.5975 
     .01      .75     1.00      .0022      .0100     3.4812 
     .01      .75     1.50      .0014      .0100     5.4014 
     .01      .75     2.00      .0010      .0100     7.3328 
     .01      .75     2.50      .0008      .0100     9.2691 
     .01      .75     3.00      .0007      .0100    11.2077 
     .01     1.00      .25      .0394      .0100      .2577 
     .01     1.00      .50      .0199      .0100      .5051 
     .01     1.00     1.00      .0100      .0100     1.0000 
     .01     1.00     1.50      .0067      .0100     1.4950 
     .01     1.00     2.00      .0050      .0100     1.9900 
     .01     1.00     2.50      .0040      .0100     2.4850 
     .01     1.00     3.00      .0033      .0100     2.9800 
     .01     1.50      .25      .1343      .0100      .1168 
     .01     1.50      .50      .0808      .0100      .1888 
     .01     1.50     1.00      .0464      .0100      .3232 
     .01     1.50     1.50      .0328      .0100      .4538 
     .01     1.50     2.00      .0255      .0100      .5831 
     .01     1.50     2.50      .0208      .0100      .7118 
     .01     1.50     3.00      .0176      .0100      .8402 
     .10      .75      .25      .2094      .1000      .3968 
     .10      .75      .50      .0985      .1000      .7845 
     .10      .75     1.00      .0464      .1000     1.6158 
     .10      .75     1.50      .0302      .1000     2.4656 
     .10      .75     2.00      .0223      .1000     3.3210 
     .10      .75     2.50      .0177      .1000     4.1787 
     .10      .75     3.00      .0146      .1000     5.0376 
     .10     1.00      .25      .3439      .1000      .3429 
     .10     1.00      .50      .1900      .1000      .5556 
     .10     1.00     1.00      .1000      .1000     1.0000 
     .10     1.00     1.50      .0678      .1000     1.4482 
     .10     1.00     2.00      .0513      .1000     1.8974 
     .10     1.00     2.50      .0413      .1000     2.3469 
     .10     1.00     3.00      .0345      .1000     2.7965 
     .10     1.50      .25      .5280      .1000      .3650 
     .10     1.50      .50      .3514      .1000      .4685 
     .10     1.50     1.00      .2154      .1000      .6962 
     .10     1.50     1.50      .1565      .1000      .9252 
     .10     1.50     2.00      .1231      .1000     1.1537 
     .10     1.50     2.50      .1015      .1000     1.3821 
     .10     1.50     3.00      .0864      .1000     1.6102 
     .20      .75      .25      .4559      .2000      .4324 
     .20      .75      .50      .2372      .2000      .6847 
     .20      .75     1.00      .1170      .2000     1.2825 
     .20      .75     1.50      .0770      .2000     1.9025 
     .20      .75     2.00      .0573      .2000     2.5285 
     .20      .75     2.50      .0456      .2000     3.1569 
     .20      .75     3.00      .0379      .2000     3.7865 
     .20     1.00      .25      .5904      .2000      .4883 
     .20     1.00      .50      .3600      .2000      .6250 
     .20     1.00     1.00      .2000      .2000     1.0000 
     .20     1.00     1.50      .1382      .2000     1.3925 
     .20     1.00     2.00      .1056      .2000     1.7889 
     .20     1.00     2.50      .0854      .2000     2.1867 
     .20     1.00     3.00      .0717      .2000     2.5853 
     .20     1.50      .25      .7324      .2000      .6579 
     .20     1.50      .50      .5280      .2000      .6733 
     .20     1.50     1.00      .3420      .2000      .8772 
     .20     1.50     1.50      .2541      .2000     1.1086 
     .20     1.50     2.00      .2024      .2000     1.3456 
     .20     1.50     2.50      .1683      .2000     1.5847 
     .20     1.50     3.00      .1441      .2000     1.8249 
     .30      .75      .25      .6615      .3000      .5624 
     .30      .75      .50      .3852      .3000      .6756 
     .30      .75     1.00      .2008      .3000     1.1204 
     .30      .75     1.50      .1346      .3000     1.6023 
     .30      .75     2.00      .1010      .3000     2.0929 
     .30      .75     2.50      .0808      .3000     2.5868 
     .30      .75     3.00      .0673      .3000     3.0823 
     .30     1.00      .25      .7599      .3000      .7289 
     .30     1.00      .50      .5100      .3000      .7143 
     .30     1.00     1.00      .3000      .3000     1.0000 
     .30     1.00     1.50      .2116      .3000     1.3319 
     .30     1.00     2.00      .1633      .3000     1.6733 
     .30     1.00     2.50      .1330      .3000     2.0184 
     .30     1.00     3.00      .1121      .3000     2.3651 
     .30     1.50      .25      .8510      .3000     1.1004 
     .30     1.50      .50      .6576      .3000      .8823 
     .30     1.50     1.00      .4481      .3000     1.0041 
     .30     1.50     1.50      .3402      .3000     1.2064 
     .30     1.50     2.00      .2743      .3000     1.4253 
     .30     1.50     2.50      .2298      .3000     1.6503 
     .30     1.50     3.00      .1978      .3000     1.8782 
     .40      .75      .25      .8106      .4000      .8261 
     .40      .75      .50      .5300      .4000      .7134 
     .40      .75     1.00      .2947      .4000     1.0179 
     .40      .75     1.50      .2017      .4000     1.3908 
     .40      .75     2.00      .1530      .4000     1.7776 
     .40      .75     2.50      .1231      .4000     2.1695 
     .40      .75     3.00      .1029      .4000     2.5638 
     .40     1.00      .25      .8704      .4000     1.1574 
     .40     1.00      .50      .6400      .4000      .8333 
     .40     1.00     1.00      .4000      .4000     1.0000 
     .40     1.00     1.50      .2886      .4000     1.2651 
     .40     1.00     2.00      .2254      .4000     1.5492 
     .40     1.00     2.50      .1848      .4000     1.8401 
     .40     1.00     3.00      .1566      .4000     2.1341 
     .40     1.50      .25      .9219      .4000     1.8596 
     .40     1.50      .50      .7581      .4000     1.1269 
     .40     1.50     1.00      .5429      .4000     1.1052 
     .40     1.50     1.50      .4211      .4000     1.2573 
     .40     1.50     2.00      .3438      .4000     1.4428 
     .40     1.50     2.50      .2904      .4000     1.6405 
     .40     1.50     3.00      .2514      .4000     1.8440 
     .50      .75      .25      .9067      .5000     1.3662 
     .50      .75      .50      .6633      .5000      .7969 
     .50      .75     1.00      .3969      .5000      .9449 
     .50      .75     1.50      .2786      .5000     1.2197 
     .50      .75     2.00      .2139      .5000     1.5170 
     .50      .75     2.50      .1734      .5000     1.8224 
     .50      .75     3.00      .1458      .5000     2.1314 
     .50     1.00      .25      .9375      .5000     2.0000 
     .50     1.00      .50      .7500      .5000     1.0000 
     .50     1.00     1.00      .5000      .5000     1.0000 
     .50     1.00     1.50      .3700      .5000     1.1906 
     .50     1.00     2.00      .2929      .5000     1.4142 
     .50     1.00     2.50      .2421      .5000     1.6494 
     .50     1.00     3.00      .2063      .5000     1.8899 
     .50     1.50      .25      .9630      .5000     3.3258 
     .50     1.50      .50      .8368      .5000     1.4416 
     .50     1.50     1.00      .6300      .5000     1.1906 
     .50     1.50     1.50      .5000      .5000     1.2732 
     .50     1.50     2.00      .4136      .5000     1.4142 
     .50     1.50     2.50      .3525      .5000     1.5755 
     .50     1.50     3.00      .3069      .5000     1.7464 
     .60      .75      .25      .9613      .6000     2.6072 
     .60      .75      .50      .7793      .6000      .9454 
     .60      .75     1.00      .5061      .6000      .8892 
     .60      .75     1.50      .3662      .6000     1.0676 
     .60      .75     2.00      .2856      .6000     1.2826 
     .60      .75     2.50      .2337      .6000     1.5099 
     .60      .75     3.00      .1976      .6000     1.7426 
     .60     1.00      .25      .9744      .6000     3.9063 
     .60     1.00      .50      .8400      .6000     1.2500 
     .60     1.00     1.00      .6000      .6000     1.0000 
     .60     1.00     1.50      .4571      .6000     1.1052 
     .60     1.00     2.00      .3675      .6000     1.2649 
     .60     1.00     2.50      .3069      .6000     1.4427 
     .60     1.00     3.00      .2632      .6000     1.6287 
     .60     1.50      .25      .9850      .6000     6.6134 
     .60     1.50      .50      .8978      .6000     1.8869 
     .60     1.50     1.00      .7114      .6000     1.2651 
     .60     1.50     1.50      .5789      .6000     1.2573 
     .60     1.50     2.00      .4860      .6000     1.3438 
     .60     1.50     2.50      .4182      .6000     1.4617 
     .60     1.50     3.00      .3667      .6000     1.5938 
     .70      .75      .25      .9877      .7000     6.1137 
     .70      .75      .50      .8736      .7000     1.2142 
     .70      .75     1.00      .6215      .7000      .8447 
     .70      .75     1.50      .4670      .7000      .9214 
     .70      .75     2.00      .3714      .7000     1.0570 
     .70      .75     2.50      .3075      .7000     1.2110 
     .70      .75     3.00      .2622      .7000     1.3731 
     .70     1.00      .25      .9919      .7000     9.2593 
     .70     1.00      .50      .9100      .7000     1.6667 
     .70     1.00     1.00      .7000      .7000     1.0000 
     .70     1.00     1.50      .5519      .7000     1.0041 
     .70     1.00     2.00      .4523      .7000     1.0954 
     .70     1.00     2.50      .3822      .7000     1.2140 
     .70     1.00     3.00      .3306      .7000     1.3444 
     .70     1.50      .25      .9953      .7000    15.8068 
     .70     1.50      .50      .9434      .7000     2.5994 
     .70     1.50     1.00      .7884      .7000     1.3319 
     .70     1.50     1.50      .6598      .7000     1.2064 
     .70     1.50     2.00      .5635      .7000     1.2287 
     .70     1.50     2.50      .4905      .7000     1.2972 
     .70     1.50     3.00      .4337      .7000     1.3859 
     .80      .75      .25      .9976      .8000    20.5520 
     .80      .75      .50      .9431      .8000     1.7757 
     .80      .75     1.00      .7427      .8000      .8079 
     .80      .75     1.50      .5855      .8000      .7679 
     .80      .75     2.00      .4781      .8000      .8238 
     .80      .75     2.50      .4025      .8000      .9075 
     .80      .75     3.00      .3469      .8000     1.0028 
     .80     1.00      .25      .9984      .8000    31.2500 
     .80     1.00      .50      .9600      .8000     2.5000 
     .80     1.00     1.00      .8000      .8000     1.0000 
     .80     1.00     1.50      .6580      .8000      .8772 
     .80     1.00     2.00      .5528      .8000      .8944 
     .80     1.00     2.50      .4747      .8000      .9518 
     .80     1.00     3.00      .4152      .8000     1.0260 
     .80     1.50      .25      .9991      .8000    53.5108 
     .80     1.50      .50      .9751      .8000     3.9855 
     .80     1.50     1.00      .8618      .8000     1.3925 
     .80     1.50     1.50      .7459      .8000     1.1086 
     .80     1.50     2.00      .6508      .8000     1.0564 
     .80     1.50     2.50      .5748      .8000     1.0706 
     .80     1.50     3.00      .5137      .8000     1.1124 
     .90      .75      .25      .9998      .9000   164.2657 
     .90      .75      .50      .9857      .9000     3.4998 
     .90      .75     1.00      .8689      .9000      .7768 
     .90      .75     1.50      .7336      .9000      .5818 
     .90      .75     2.00      .6239      .9000      .5555 
     .90      .75     2.50      .5392      .9000      .5712 
     .90      .75     3.00      .4734      .9000      .6033 
     .90     1.00      .25      .9999      .9000   250.0000 
     .90     1.00      .50      .9900      .9000     5.0000 
     .90     1.00     1.00      .9000      .9000     1.0000 
     .90     1.00     1.50      .7846      .9000      .6962 
     .90     1.00     2.00      .6838      .9000      .6325 
     .90     1.00     2.50      .6019      .9000      .6280 
     .90     1.00     3.00      .5358      .9000      .6463 
     .90     1.50      .25      .9999      .9000   428.3866 
     .90     1.50      .50      .9938      .9000     8.0723 
     .90     1.50     1.00      .9322      .9000     1.4482 
     .90     1.50     1.50      .8435      .9000      .9252 
     .90     1.50     2.00      .7586      .9000      .7883 
     .90     1.50     2.50      .6847      .9000      .7461 
     .90     1.50     3.00      .6218      .9000      .7400 
     .99      .75      .25     1.0000      .9900 164255.717 
     .99      .75      .50      .9999      .9900    34.8318 
     .99      .75     1.00      .9867      .9900      .7525 
     .99      .75     1.50      .9412      .9900      .2568 
     .99      .75     2.00      .8779      .9900      .1656 
     .99      .75     2.50      .8116      .9900      .1348 
     .99      .75     3.00      .7492      .9900      .1220 
     .99     1.00      .25     1.0000      .9900 249999.999 
     .99     1.00      .50      .9999      .9900    50.0000 
     .99     1.00     1.00      .9900      .9900     1.0000 
     .99     1.00     1.50      .9536      .9900      .3232 
     .99     1.00     2.00      .9000      .9900      .2000 
     .99     1.00     2.50      .8415      .9900      .1577 
     .99     1.00     3.00      .7846      .9900      .1392 
     .99     1.50      .25     1.0000      .9900 428406.592 
     .99     1.50      .50      .9999      .9900    81.0536 
     .99     1.50     1.00      .9933      .9900     1.4950 
     .99     1.50     1.50      .9672      .9900      .4538 
     .99     1.50     2.00      .9260      .9900      .2669 
     .99     1.50     2.50      .8786      .9900      .2020 
     .99     1.50     3.00      .8302      .9900      .1724 
])

RANDIST_CHECK([cauchy], [a b], [cdf pdf], [dnl
       P        a        b          x        cdf        pdf 
     .01    -5.00      .50   -20.9103      .0100      .0006 
     .01    -5.00      .75   -28.8654      .0100      .0004 
     .01    -5.00     1.00   -36.8205      .0100      .0003 
     .01    -5.00     1.25   -44.7756      .0100      .0003 
     .01    -5.00     1.50   -52.7308      .0100      .0002 
     .01    -4.00      .50   -19.9103      .0100      .0006 
     .01    -4.00      .75   -27.8654      .0100      .0004 
     .01    -4.00     1.00   -35.8205      .0100      .0003 
     .01    -4.00     1.25   -43.7756      .0100      .0003 
     .01    -4.00     1.50   -51.7308      .0100      .0002 
     .01    -3.00      .50   -18.9103      .0100      .0006 
     .01    -3.00      .75   -26.8654      .0100      .0004 
     .01    -3.00     1.00   -34.8205      .0100      .0003 
     .01    -3.00     1.25   -42.7756      .0100      .0003 
     .01    -3.00     1.50   -50.7308      .0100      .0002 
     .01    -2.00      .50   -17.9103      .0100      .0006 
     .01    -2.00      .75   -25.8654      .0100      .0004 
     .01    -2.00     1.00   -33.8205      .0100      .0003 
     .01    -2.00     1.25   -41.7756      .0100      .0003 
     .01    -2.00     1.50   -49.7308      .0100      .0002 
     .01    -1.00      .50   -16.9103      .0100      .0006 
     .01    -1.00      .75   -24.8654      .0100      .0004 
     .01    -1.00     1.00   -32.8205      .0100      .0003 
     .01    -1.00     1.25   -40.7756      .0100      .0003 
     .01    -1.00     1.50   -48.7308      .0100      .0002 
     .01      .00      .50   -15.9103      .0100      .0006 
     .01      .00      .75   -23.8654      .0100      .0004 
     .01      .00     1.00   -31.8205      .0100      .0003 
     .01      .00     1.25   -39.7756      .0100      .0003 
     .01      .00     1.50   -47.7308      .0100      .0002 
     .01     1.00      .50   -14.9103      .0100      .0006 
     .01     1.00      .75   -22.8654      .0100      .0004 
     .01     1.00     1.00   -30.8205      .0100      .0003 
     .01     1.00     1.25   -38.7756      .0100      .0003 
     .01     1.00     1.50   -46.7308      .0100      .0002 
     .01     2.00      .50   -13.9103      .0100      .0006 
     .01     2.00      .75   -21.8654      .0100      .0004 
     .01     2.00     1.00   -29.8205      .0100      .0003 
     .01     2.00     1.25   -37.7756      .0100      .0003 
     .01     2.00     1.50   -45.7308      .0100      .0002 
     .01     3.00      .50   -12.9103      .0100      .0006 
     .01     3.00      .75   -20.8654      .0100      .0004 
     .01     3.00     1.00   -28.8205      .0100      .0003 
     .01     3.00     1.25   -36.7756      .0100      .0003 
     .01     3.00     1.50   -44.7308      .0100      .0002 
     .01     4.00      .50   -11.9103      .0100      .0006 
     .01     4.00      .75   -19.8654      .0100      .0004 
     .01     4.00     1.00   -27.8205      .0100      .0003 
     .01     4.00     1.25   -35.7756      .0100      .0003 
     .01     4.00     1.50   -43.7308      .0100      .0002 
     .01     5.00      .50   -10.9103      .0100      .0006 
     .01     5.00      .75   -18.8654      .0100      .0004 
     .01     5.00     1.00   -26.8205      .0100      .0003 
     .01     5.00     1.25   -34.7756      .0100      .0003 
     .01     5.00     1.50   -42.7308      .0100      .0002 
     .10    -5.00      .50    -6.5388      .1000      .0608 
     .10    -5.00      .75    -7.3083      .1000      .0405 
     .10    -5.00     1.00    -8.0777      .1000      .0304 
     .10    -5.00     1.25    -8.8471      .1000      .0243 
     .10    -5.00     1.50    -9.6165      .1000      .0203 
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     .60     1.00     1.50     1.4874      .6000      .1919 
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     .60     2.00     1.50     2.4874      .6000      .1919 
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     .60     5.00     1.00     5.3249      .6000      .2879 
     .60     5.00     1.25     5.4061      .6000      .2303 
     .60     5.00     1.50     5.4874      .6000      .1919 
     .70    -5.00      .50    -4.6367      .7000      .4167 
     .70    -5.00      .75    -4.4551      .7000      .2778 
     .70    -5.00     1.00    -4.2735      .7000      .2083 
     .70    -5.00     1.25    -4.0918      .7000      .1667 
     .70    -5.00     1.50    -3.9102      .7000      .1389 
     .70    -4.00      .50    -3.6367      .7000      .4167 
     .70    -4.00      .75    -3.4551      .7000      .2778 
     .70    -4.00     1.00    -3.2735      .7000      .2083 
     .70    -4.00     1.25    -3.0918      .7000      .1667 
     .70    -4.00     1.50    -2.9102      .7000      .1389 
     .70    -3.00      .50    -2.6367      .7000      .4167 
     .70    -3.00      .75    -2.4551      .7000      .2778 
     .70    -3.00     1.00    -2.2735      .7000      .2083 
     .70    -3.00     1.25    -2.0918      .7000      .1667 
     .70    -3.00     1.50    -1.9102      .7000      .1389 
     .70    -2.00      .50    -1.6367      .7000      .4167 
     .70    -2.00      .75    -1.4551      .7000      .2778 
     .70    -2.00     1.00    -1.2735      .7000      .2083 
     .70    -2.00     1.25    -1.0918      .7000      .1667 
     .70    -2.00     1.50     -.9102      .7000      .1389 
     .70    -1.00      .50     -.6367      .7000      .4167 
     .70    -1.00      .75     -.4551      .7000      .2778 
     .70    -1.00     1.00     -.2735      .7000      .2083 
     .70    -1.00     1.25     -.0918      .7000      .1667 
     .70    -1.00     1.50      .0898      .7000      .1389 
     .70      .00      .50      .3633      .7000      .4167 
     .70      .00      .75      .5449      .7000      .2778 
     .70      .00     1.00      .7265      .7000      .2083 
     .70      .00     1.25      .9082      .7000      .1667 
     .70      .00     1.50     1.0898      .7000      .1389 
     .70     1.00      .50     1.3633      .7000      .4167 
     .70     1.00      .75     1.5449      .7000      .2778 
     .70     1.00     1.00     1.7265      .7000      .2083 
     .70     1.00     1.25     1.9082      .7000      .1667 
     .70     1.00     1.50     2.0898      .7000      .1389 
     .70     2.00      .50     2.3633      .7000      .4167 
     .70     2.00      .75     2.5449      .7000      .2778 
     .70     2.00     1.00     2.7265      .7000      .2083 
     .70     2.00     1.25     2.9082      .7000      .1667 
     .70     2.00     1.50     3.0898      .7000      .1389 
     .70     3.00      .50     3.3633      .7000      .4167 
     .70     3.00      .75     3.5449      .7000      .2778 
     .70     3.00     1.00     3.7265      .7000      .2083 
     .70     3.00     1.25     3.9082      .7000      .1667 
     .70     3.00     1.50     4.0898      .7000      .1389 
     .70     4.00      .50     4.3633      .7000      .4167 
     .70     4.00      .75     4.5449      .7000      .2778 
     .70     4.00     1.00     4.7265      .7000      .2083 
     .70     4.00     1.25     4.9082      .7000      .1667 
     .70     4.00     1.50     5.0898      .7000      .1389 
     .70     5.00      .50     5.3633      .7000      .4167 
     .70     5.00      .75     5.5449      .7000      .2778 
     .70     5.00     1.00     5.7265      .7000      .2083 
     .70     5.00     1.25     5.9082      .7000      .1667 
     .70     5.00     1.50     6.0898      .7000      .1389 
     .80    -5.00      .50    -4.3118      .8000      .2199 
     .80    -5.00      .75    -3.9677      .8000      .1466 
     .80    -5.00     1.00    -3.6236      .8000      .1100 
     .80    -5.00     1.25    -3.2795      .8000      .0880 
     .80    -5.00     1.50    -2.9354      .8000      .0733 
     .80    -4.00      .50    -3.3118      .8000      .2199 
     .80    -4.00      .75    -2.9677      .8000      .1466 
     .80    -4.00     1.00    -2.6236      .8000      .1100 
     .80    -4.00     1.25    -2.2795      .8000      .0880 
     .80    -4.00     1.50    -1.9354      .8000      .0733 
     .80    -3.00      .50    -2.3118      .8000      .2199 
     .80    -3.00      .75    -1.9677      .8000      .1466 
     .80    -3.00     1.00    -1.6236      .8000      .1100 
     .80    -3.00     1.25    -1.2795      .8000      .0880 
     .80    -3.00     1.50     -.9354      .8000      .0733 
     .80    -2.00      .50    -1.3118      .8000      .2199 
     .80    -2.00      .75     -.9677      .8000      .1466 
     .80    -2.00     1.00     -.6236      .8000      .1100 
     .80    -2.00     1.25     -.2795      .8000      .0880 
     .80    -2.00     1.50      .0646      .8000      .0733 
     .80    -1.00      .50     -.3118      .8000      .2199 
     .80    -1.00      .75      .0323      .8000      .1466 
     .80    -1.00     1.00      .3764      .8000      .1100 
     .80    -1.00     1.25      .7205      .8000      .0880 
     .80    -1.00     1.50     1.0646      .8000      .0733 
     .80      .00      .50      .6882      .8000      .2199 
     .80      .00      .75     1.0323      .8000      .1466 
     .80      .00     1.00     1.3764      .8000      .1100 
     .80      .00     1.25     1.7205      .8000      .0880 
     .80      .00     1.50     2.0646      .8000      .0733 
     .80     1.00      .50     1.6882      .8000      .2199 
     .80     1.00      .75     2.0323      .8000      .1466 
     .80     1.00     1.00     2.3764      .8000      .1100 
     .80     1.00     1.25     2.7205      .8000      .0880 
     .80     1.00     1.50     3.0646      .8000      .0733 
     .80     2.00      .50     2.6882      .8000      .2199 
     .80     2.00      .75     3.0323      .8000      .1466 
     .80     2.00     1.00     3.3764      .8000      .1100 
     .80     2.00     1.25     3.7205      .8000      .0880 
     .80     2.00     1.50     4.0646      .8000      .0733 
     .80     3.00      .50     3.6882      .8000      .2199 
     .80     3.00      .75     4.0323      .8000      .1466 
     .80     3.00     1.00     4.3764      .8000      .1100 
     .80     3.00     1.25     4.7205      .8000      .0880 
     .80     3.00     1.50     5.0646      .8000      .0733 
     .80     4.00      .50     4.6882      .8000      .2199 
     .80     4.00      .75     5.0323      .8000      .1466 
     .80     4.00     1.00     5.3764      .8000      .1100 
     .80     4.00     1.25     5.7205      .8000      .0880 
     .80     4.00     1.50     6.0646      .8000      .0733 
     .80     5.00      .50     5.6882      .8000      .2199 
     .80     5.00      .75     6.0323      .8000      .1466 
     .80     5.00     1.00     6.3764      .8000      .1100 
     .80     5.00     1.25     6.7205      .8000      .0880 
     .80     5.00     1.50     7.0646      .8000      .0733 
     .90    -5.00      .50    -3.4612      .9000      .0608 
     .90    -5.00      .75    -2.6917      .9000      .0405 
     .90    -5.00     1.00    -1.9223      .9000      .0304 
     .90    -5.00     1.25    -1.1529      .9000      .0243 
     .90    -5.00     1.50     -.3835      .9000      .0203 
     .90    -4.00      .50    -2.4612      .9000      .0608 
     .90    -4.00      .75    -1.6917      .9000      .0405 
     .90    -4.00     1.00     -.9223      .9000      .0304 
     .90    -4.00     1.25     -.1529      .9000      .0243 
     .90    -4.00     1.50      .6165      .9000      .0203 
     .90    -3.00      .50    -1.4612      .9000      .0608 
     .90    -3.00      .75     -.6917      .9000      .0405 
     .90    -3.00     1.00      .0777      .9000      .0304 
     .90    -3.00     1.25      .8471      .9000      .0243 
     .90    -3.00     1.50     1.6165      .9000      .0203 
     .90    -2.00      .50     -.4612      .9000      .0608 
     .90    -2.00      .75      .3083      .9000      .0405 
     .90    -2.00     1.00     1.0777      .9000      .0304 
     .90    -2.00     1.25     1.8471      .9000      .0243 
     .90    -2.00     1.50     2.6165      .9000      .0203 
     .90    -1.00      .50      .5388      .9000      .0608 
     .90    -1.00      .75     1.3083      .9000      .0405 
     .90    -1.00     1.00     2.0777      .9000      .0304 
     .90    -1.00     1.25     2.8471      .9000      .0243 
     .90    -1.00     1.50     3.6165      .9000      .0203 
     .90      .00      .50     1.5388      .9000      .0608 
     .90      .00      .75     2.3083      .9000      .0405 
     .90      .00     1.00     3.0777      .9000      .0304 
     .90      .00     1.25     3.8471      .9000      .0243 
     .90      .00     1.50     4.6165      .9000      .0203 
     .90     1.00      .50     2.5388      .9000      .0608 
     .90     1.00      .75     3.3083      .9000      .0405 
     .90     1.00     1.00     4.0777      .9000      .0304 
     .90     1.00     1.25     4.8471      .9000      .0243 
     .90     1.00     1.50     5.6165      .9000      .0203 
     .90     2.00      .50     3.5388      .9000      .0608 
     .90     2.00      .75     4.3083      .9000      .0405 
     .90     2.00     1.00     5.0777      .9000      .0304 
     .90     2.00     1.25     5.8471      .9000      .0243 
     .90     2.00     1.50     6.6165      .9000      .0203 
     .90     3.00      .50     4.5388      .9000      .0608 
     .90     3.00      .75     5.3083      .9000      .0405 
     .90     3.00     1.00     6.0777      .9000      .0304 
     .90     3.00     1.25     6.8471      .9000      .0243 
     .90     3.00     1.50     7.6165      .9000      .0203 
     .90     4.00      .50     5.5388      .9000      .0608 
     .90     4.00      .75     6.3083      .9000      .0405 
     .90     4.00     1.00     7.0777      .9000      .0304 
     .90     4.00     1.25     7.8471      .9000      .0243 
     .90     4.00     1.50     8.6165      .9000      .0203 
     .90     5.00      .50     6.5388      .9000      .0608 
     .90     5.00      .75     7.3083      .9000      .0405 
     .90     5.00     1.00     8.0777      .9000      .0304 
     .90     5.00     1.25     8.8471      .9000      .0243 
     .90     5.00     1.50     9.6165      .9000      .0203 
     .99    -5.00      .50    10.9103      .9900      .0006 
     .99    -5.00      .75    18.8654      .9900      .0004 
     .99    -5.00     1.00    26.8205      .9900      .0003 
     .99    -5.00     1.25    34.7756      .9900      .0003 
     .99    -5.00     1.50    42.7308      .9900      .0002 
     .99    -4.00      .50    11.9103      .9900      .0006 
     .99    -4.00      .75    19.8654      .9900      .0004 
     .99    -4.00     1.00    27.8205      .9900      .0003 
     .99    -4.00     1.25    35.7756      .9900      .0003 
     .99    -4.00     1.50    43.7308      .9900      .0002 
     .99    -3.00      .50    12.9103      .9900      .0006 
     .99    -3.00      .75    20.8654      .9900      .0004 
     .99    -3.00     1.00    28.8205      .9900      .0003 
     .99    -3.00     1.25    36.7756      .9900      .0003 
     .99    -3.00     1.50    44.7308      .9900      .0002 
     .99    -2.00      .50    13.9103      .9900      .0006 
     .99    -2.00      .75    21.8654      .9900      .0004 
     .99    -2.00     1.00    29.8205      .9900      .0003 
     .99    -2.00     1.25    37.7756      .9900      .0003 
     .99    -2.00     1.50    45.7308      .9900      .0002 
     .99    -1.00      .50    14.9103      .9900      .0006 
     .99    -1.00      .75    22.8654      .9900      .0004 
     .99    -1.00     1.00    30.8205      .9900      .0003 
     .99    -1.00     1.25    38.7756      .9900      .0003 
     .99    -1.00     1.50    46.7308      .9900      .0002 
     .99      .00      .50    15.9103      .9900      .0006 
     .99      .00      .75    23.8654      .9900      .0004 
     .99      .00     1.00    31.8205      .9900      .0003 
     .99      .00     1.25    39.7756      .9900      .0003 
     .99      .00     1.50    47.7308      .9900      .0002 
     .99     1.00      .50    16.9103      .9900      .0006 
     .99     1.00      .75    24.8654      .9900      .0004 
     .99     1.00     1.00    32.8205      .9900      .0003 
     .99     1.00     1.25    40.7756      .9900      .0003 
     .99     1.00     1.50    48.7308      .9900      .0002 
     .99     2.00      .50    17.9103      .9900      .0006 
     .99     2.00      .75    25.8654      .9900      .0004 
     .99     2.00     1.00    33.8205      .9900      .0003 
     .99     2.00     1.25    41.7756      .9900      .0003 
     .99     2.00     1.50    49.7308      .9900      .0002 
     .99     3.00      .50    18.9103      .9900      .0006 
     .99     3.00      .75    26.8654      .9900      .0004 
     .99     3.00     1.00    34.8205      .9900      .0003 
     .99     3.00     1.25    42.7756      .9900      .0003 
     .99     3.00     1.50    50.7308      .9900      .0002 
     .99     4.00      .50    19.9103      .9900      .0006 
     .99     4.00      .75    27.8654      .9900      .0004 
     .99     4.00     1.00    35.8205      .9900      .0003 
     .99     4.00     1.25    43.7756      .9900      .0003 
     .99     4.00     1.50    51.7308      .9900      .0002 
     .99     5.00      .50    20.9103      .9900      .0006 
     .99     5.00      .75    28.8654      .9900      .0004 
     .99     5.00     1.00    36.8205      .9900      .0003 
     .99     5.00     1.25    44.7756      .9900      .0003 
     .99     5.00     1.50    52.7308      .9900      .0002 
])

RANDIST_CHECK([chisq], [df], [cdf pdf sig], [dnl
       P       df          x        cdf        pdf        sig 
     .01     1.00      .0002      .0100    31.8277      .9900 
     .01     2.00      .0201      .0100      .4950      .9900 
     .01     5.00      .5543      .0100      .0416      .9900 
     .01    10.00     2.5582      .0100      .0155      .9900 
     .10     1.00      .0158      .1000     3.1498      .9000 
     .10     2.00      .2107      .1000      .4500      .9000 
     .10     5.00     1.6103      .1000      .1215      .9000 
     .10    10.00     4.8652      .1000      .0641      .9000 
     .20     1.00      .0642      .2000     1.5250      .8000 
     .20     2.00      .4463      .2000      .4000      .8000 
     .20     5.00     2.3425      .2000      .1478      .8000 
     .20    10.00     6.1791      .2000      .0864      .8000 
     .30     1.00      .1485      .3000      .9613      .7000 
     .30     2.00      .7133      .3000      .3500      .7000 
     .30     5.00     2.9999      .3000      .1542      .7000 
     .30    10.00     7.2672      .3000      .0960      .7000 
     .40     1.00      .2750      .4000      .6630      .6000 
     .40     2.00     1.0217      .4000      .3000      .6000 
     .40     5.00     3.6555      .4000      .1494      .6000 
     .40    10.00     8.2955      .4000      .0974      .6000 
     .50     1.00      .4549      .5000      .4711      .5000 
     .50     2.00     1.3863      .5000      .2500      .5000 
     .50     5.00     4.3515      .5000      .1370      .5000 
     .50    10.00     9.3418      .5000      .0929      .5000 
     .60     1.00      .7083      .6000      .3326      .4000 
     .60     2.00     1.8326      .6000      .2000      .4000 
     .60     5.00     5.1319      .6000      .1188      .4000 
     .60    10.00    10.4732      .6000      .0833      .4000 
     .70     1.00     1.0742      .7000      .2250      .3000 
     .70     2.00     2.4079      .7000      .1500      .3000 
     .70     5.00     6.0644      .7000      .0957      .3000 
     .70    10.00    11.7807      .7000      .0694      .3000 
     .80     1.00     1.6424      .8000      .1369      .2000 
     .80     2.00     3.2189      .8000      .1000      .2000 
     .80     5.00     7.2893      .8000      .0684      .2000 
     .80    10.00    13.4420      .8000      .0512      .2000 
     .90     1.00     2.7055      .9000      .0627      .1000 
     .90     2.00     4.6052      .9000      .0500      .1000 
     .90     5.00     9.2364      .9000      .0368      .1000 
     .90    10.00    15.9872      .9000      .0287      .1000 
     .99     1.00     6.6349      .9900      .0056      .0100 
     .99     2.00     9.2103      .9900      .0050      .0100 
     .99     5.00    15.0863      .9900      .0041      .0100 
     .99    10.00    23.2093      .9900      .0034      .0100 
])

RANDIST_CHECK([exp], [a], [cdf pdf], [dnl
       P        a          x        cdf        pdf 
     .01     1.00      .0101      .0100      .9900 
     .01     2.00      .0050      .0100     1.9800 
     .01     5.00      .0020      .0100     4.9500 
     .01    10.00      .0010      .0100     9.9000 
     .10     1.00      .1054      .1000      .9000 
     .10     2.00      .0527      .1000     1.8000 
     .10     5.00      .0211      .1000     4.5000 
     .10    10.00      .0105      .1000     9.0000 
     .20     1.00      .2231      .2000      .8000 
     .20     2.00      .1116      .2000     1.6000 
     .20     5.00      .0446      .2000     4.0000 
     .20    10.00      .0223      .2000     8.0000 
     .30     1.00      .3567      .3000      .7000 
     .30     2.00      .1783      .3000     1.4000 
     .30     5.00      .0713      .3000     3.5000 
     .30    10.00      .0357      .3000     7.0000 
     .40     1.00      .5108      .4000      .6000 
     .40     2.00      .2554      .4000     1.2000 
     .40     5.00      .1022      .4000     3.0000 
     .40    10.00      .0511      .4000     6.0000 
     .50     1.00      .6931      .5000      .5000 
     .50     2.00      .3466      .5000     1.0000 
     .50     5.00      .1386      .5000     2.5000 
     .50    10.00      .0693      .5000     5.0000 
     .60     1.00      .9163      .6000      .4000 
     .60     2.00      .4581      .6000      .8000 
     .60     5.00      .1833      .6000     2.0000 
     .60    10.00      .0916      .6000     4.0000 
     .70     1.00     1.2040      .7000      .3000 
     .70     2.00      .6020      .7000      .6000 
     .70     5.00      .2408      .7000     1.5000 
     .70    10.00      .1204      .7000     3.0000 
     .80     1.00     1.6094      .8000      .2000 
     .80     2.00      .8047      .8000      .4000 
     .80     5.00      .3219      .8000     1.0000 
     .80    10.00      .1609      .8000     2.0000 
     .90     1.00     2.3026      .9000      .1000 
     .90     2.00     1.1513      .9000      .2000 
     .90     5.00      .4605      .9000      .5000 
     .90    10.00      .2303      .9000     1.0000 
     .99     1.00     4.6052      .9900      .0100 
     .99     2.00     2.3026      .9900      .0200 
     .99     5.00      .9210      .9900      .0500 
     .99    10.00      .4605      .9900      .1000 
])

RANDIST_CHECK([f], [df1 df2], [cdf pdf], [dnl
       P      df1      df2          x        cdf        pdf 
     .01     1.00     1.00      .0002      .0100    20.2576 
     .01     1.00     2.00      .0002      .0100    24.9950 
     .01     1.00     5.00      .0002      .0100    28.8162 
     .01     1.00    10.00      .0002      .0100    30.2774 
     .01     2.00     1.00      .0102      .0100      .9703 
     .01     2.00     2.00      .0101      .0100      .9801 
     .01     2.00     5.00      .0101      .0100      .9860 
     .01     2.00    10.00      .0101      .0100      .9880 
     .01     5.00     1.00      .0615      .0100      .3238 
     .01     5.00     2.00      .0753      .0100      .2793 
     .01     5.00     5.00      .0912      .0100      .2417 
     .01     5.00    10.00      .0995      .0100      .2261 
     .01    10.00     1.00      .0996      .0100      .2704 
     .01    10.00     2.00      .1323      .0100      .2275 
     .01    10.00     5.00      .1774      .0100      .1907 
     .01    10.00    10.00      .2062      .0100      .1747 
     .10     1.00     1.00      .0251      .1000     1.9605 
     .10     1.00     2.00      .0202      .1000     2.4503 
     .10     1.00     5.00      .0175      .1000     2.8421 
     .10     1.00    10.00      .0166      .1000     2.9915 
     .10     2.00     1.00      .1173      .1000      .7290 
     .10     2.00     2.00      .1111      .1000      .8100 
     .10     2.00     5.00      .1076      .1000      .8629 
     .10     2.00    10.00      .1065      .1000      .8812 
     .10     5.00     1.00      .2463      .1000      .5220 
     .10     5.00     2.00      .2646      .1000      .5687 
     .10     5.00     5.00      .2896      .1000      .5934 
     .10     5.00    10.00      .3033      .1000      .6006 
     .10    10.00     1.00      .3044      .1000      .4857 
     .10    10.00     2.00      .3419      .1000      .5396 
     .10    10.00     5.00      .3966      .1000      .5816 
     .10    10.00    10.00      .4306      .1000      .6031 
     .20     1.00     1.00      .1056      .2000      .8861 
     .20     1.00     2.00      .0833      .2000     1.1520 
     .20     1.00     5.00      .0714      .2000     1.3616 
     .20     1.00    10.00      .0677      .2000     1.4410 
     .20     2.00     1.00      .2812      .2000      .5120 
     .20     2.00     2.00      .2500      .2000      .6400 
     .20     2.00     5.00      .2334      .2000      .7317 
     .20     2.00    10.00      .2282      .2000      .7651 
     .20     5.00     1.00      .4591      .2000      .4124 
     .20     5.00     2.00      .4426      .2000      .5362 
     .20     5.00     5.00      .4489      .2000      .6397 
     .20     5.00    10.00      .4563      .2000      .6842 
     .20    10.00     1.00      .5311      .2000      .3893 
     .20    10.00     2.00      .5267      .2000      .5225 
     .20    10.00     5.00      .5547      .2000      .6584 
     .20    10.00    10.00      .5775      .2000      .7343 
     .30     1.00     1.00      .2596      .3000      .4960 
     .30     1.00     2.00      .1978      .3000      .6901 
     .30     1.00     5.00      .1667      .3000      .8428 
     .30     1.00    10.00      .1573      .3000      .9004 
     .30     2.00     1.00      .5204      .3000      .3430 
     .30     2.00     2.00      .4286      .3000      .4900 
     .30     2.00     5.00      .3834      .3000      .6069 
     .30     2.00    10.00      .3697      .3000      .6518 
     .30     5.00     1.00      .7486      .3000      .2880 
     .30     5.00     2.00      .6466      .3000      .4433 
     .30     5.00     5.00      .6094      .3000      .5984 
     .30     5.00    10.00      .6026      .3000      .6729 
     .30    10.00     1.00      .8370      .3000      .2732 
     .30    10.00     2.00      .7346      .3000      .4370 
     .30    10.00     5.00      .7085      .3000      .6313 
     .30    10.00    10.00      .7112      .3000      .7487 
     .40     1.00     1.00      .5279      .4000      .2868 
     .40     1.00     2.00      .3810      .4000      .4410 
     .40     1.00     5.00      .3130      .4000      .5656 
     .40     1.00    10.00      .2933      .4000      .6129 
     .40     2.00     1.00      .8889      .4000      .2160 
     .40     2.00     2.00      .6667      .4000      .3600 
     .40     2.00     5.00      .5668      .4000      .4891 
     .40     2.00    10.00      .5378      .4000      .5417 
     .40     5.00     1.00     1.1826      .4000      .1847 
     .40     5.00     2.00      .9035      .4000      .3396 
     .40     5.00     5.00      .7879      .4000      .5199 
     .40     5.00    10.00      .7573      .4000      .6147 
     .40    10.00     1.00     1.2941      .4000      .1755 
     .40    10.00     2.00      .9944      .4000      .3368 
     .40    10.00     5.00      .8763      .4000      .5572 
     .40    10.00    10.00      .8484      .4000      .7011 
     .50     1.00     1.00     1.0000      .5000      .1592 
     .50     1.00     2.00      .6667      .5000      .2813 
     .50     1.00     5.00      .5281      .5000      .3865 
     .50     1.00    10.00      .4897      .5000      .4274 
     .50     2.00     1.00     1.5000      .5000      .1250 
     .50     2.00     2.00     1.0000      .5000      .2500 
     .50     2.00     5.00      .7988      .5000      .3789 
     .50     2.00    10.00      .7435      .5000      .4353 
     .50     5.00     1.00     1.8937      .5000      .1078 
     .50     5.00     2.00     1.2519      .5000      .2418 
     .50     5.00     5.00     1.0000      .5000      .4244 
     .50     5.00    10.00      .9319      .5000      .5295 
     .50    10.00     1.00     2.0419      .5000      .1025 
     .50    10.00     2.00     1.3450      .5000      .2406 
     .50    10.00     5.00     1.0730      .5000      .4599 
     .50    10.00    10.00     1.0000      .5000      .6152 
     .60     1.00     1.00     1.8944      .6000      .0799 
     .60     1.00     2.00     1.1250      .6000      .1707 
     .60     1.00     5.00      .8456      .6000      .2583 
     .60     1.00    10.00      .7727      .6000      .2939 
     .60     2.00     1.00     2.6250      .6000      .0640 
     .60     2.00     2.00     1.5000      .6000      .1600 
     .60     2.00     5.00     1.1067      .6000      .2773 
     .60     2.00    10.00     1.0056      .6000      .3330 
     .60     5.00     1.00     3.1953      .6000      .0554 
     .60     5.00     2.00     1.7644      .6000      .1571 
     .60     5.00     5.00     1.2692      .6000      .3227 
     .60     5.00    10.00     1.1412      .6000      .4278 
     .60    10.00     1.00     3.4100      .6000      .0527 
     .60    10.00     2.00     1.8593      .6000      .1567 
     .60    10.00     5.00     1.3204      .6000      .3526 
     .60    10.00    10.00     1.1787      .6000      .5047 
     .70     1.00     1.00     3.8518      .7000      .0334 
     .70     1.00     2.00     1.9216      .7000      .0929 
     .70     1.00     5.00     1.3358      .7000      .1614 
     .70     1.00    10.00     1.1948      .7000      .1914 
     .70     2.00     1.00     5.0556      .7000      .0270 
     .70     2.00     2.00     2.3333      .7000      .0900 
     .70     2.00     5.00     1.5466      .7000      .1853 
     .70     2.00    10.00     1.3613      .7000      .2358 
     .70     5.00     1.00     6.0006      .7000      .0234 
     .70     5.00     2.00     2.6084      .7000      .0892 
     .70     5.00     5.00     1.6410      .7000      .2222 
     .70     5.00    10.00     1.4114      .7000      .3169 
     .70    10.00     1.00     6.3579      .7000      .0223 
     .70    10.00     2.00     2.7049      .7000      .0891 
     .70    10.00     5.00     1.6595      .7000      .2443 
     .70    10.00    10.00     1.4061      .7000      .3787 
     .80     1.00     1.00     9.4721      .8000      .0099 
     .80     1.00     2.00     3.5556      .8000      .0405 
     .80     1.00     5.00     2.1782      .8000      .0869 
     .80     1.00    10.00     1.8829      .8000      .1098 
     .80     2.00     1.00    12.0000      .8000      .0080 
     .80     2.00     2.00     4.0000      .8000      .0400 
     .80     2.00     5.00     2.2591      .8000      .1051 
     .80     2.00    10.00     1.8986      .8000      .1450 
     .80     5.00     1.00    14.0084      .8000      .0069 
     .80     5.00     2.00     4.2844      .8000      .0399 
     .80     5.00     5.00     2.2275      .8000      .1289 
     .80     5.00    10.00     1.8027      .8000      .2026 
     .80    10.00     1.00    14.7719      .8000      .0066 
     .80    10.00     2.00     4.3822      .8000      .0398 
     .80    10.00     5.00     2.1914      .8000      .1425 
     .80    10.00    10.00     1.7316      .8000      .2449 
     .90     1.00     1.00    39.8635      .9000      .0012 
     .90     1.00     2.00     8.5263      .9000      .0100 
     .90     1.00     5.00     4.0604      .9000      .0317 
     .90     1.00    10.00     3.2850      .9000      .0450 
     .90     2.00     1.00    49.5000      .9000      .0010 
     .90     2.00     2.00     9.0000      .9000      .0100 
     .90     2.00     5.00     3.7797      .9000      .0398 
     .90     2.00    10.00     2.9245      .9000      .0631 
     .90     5.00     1.00    57.2401      .9000      .0009 
     .90     5.00     2.00     9.2926      .9000      .0100 
     .90     5.00     5.00     3.4530      .9000      .0498 
     .90     5.00    10.00     2.5216      .9000      .0915 
     .90    10.00     1.00    60.1950      .9000      .0008 
     .90    10.00     2.00     9.3916      .9000      .0100 
     .90    10.00     5.00     3.2974      .9000      .0552 
     .90    10.00    10.00     2.3226      .9000      .1118 
     .99     1.00     1.00  4052.1807      .9900      .0000 
     .99     1.00     2.00    98.5025      .9900      .0001 
     .99     1.00     5.00    16.2582      .9900      .0012 
     .99     1.00    10.00    10.0443      .9900      .0027 
     .99     2.00     1.00  4999.5000      .9900      .0000 
     .99     2.00     2.00    99.0000      .9900      .0001 
     .99     2.00     5.00    13.2739      .9900      .0016 
     .99     2.00    10.00     7.5594      .9900      .0040 
     .99     5.00     1.00  5763.6496      .9900      .0000 
     .99     5.00     2.00    99.2993      .9900      .0001 
     .99     5.00     5.00    10.9670      .9900      .0020 
     .99     5.00    10.00     5.6363      .9900      .0060 
     .99    10.00     1.00  6055.8467      .9900      .0000 
     .99    10.00     2.00    99.3992      .9900      .0001 
     .99    10.00     5.00    10.0510      .9900      .0022 
     .99    10.00    10.00     4.8491      .9900      .0074 
])

RANDIST_CHECK([gamma], [a b], [cdf pdf], [dnl
       P        a        b          x        cdf        pdf 
     .01      .50   -10.00      .          .          .     
     .01      .50    -5.00      .          .          .     
     .01      .50      .00      .          .          .     
     .01      .50     5.00      .0000      .0100   318.2766 
     .01      .50    10.00      .0000      .0100   636.5531 
     .01     1.00   -10.00      .          .          .     
     .01     1.00    -5.00      .          .          .     
     .01     1.00      .00      .          .          .     
     .01     1.00     5.00      .0020      .0100     4.9500 
     .01     1.00    10.00      .0010      .0100     9.9000 
     .01     2.00   -10.00      .          .          .     
     .01     2.00    -5.00      .          .          .     
     .01     2.00      .00      .          .          .     
     .01     2.00     5.00      .0297      .0100      .6402 
     .01     2.00    10.00      .0149      .0100     1.2805 
     .01     5.00   -10.00      .          .          .     
     .01     5.00    -5.00      .          .          .     
     .01     5.00      .00      .          .          .     
     .01     5.00     5.00      .2558      .0100      .1552 
     .01     5.00    10.00      .1279      .0100      .3104 
     .10      .50   -10.00      .          .          .     
     .10      .50    -5.00      .          .          .     
     .10      .50      .00      .          .          .     
     .10      .50     5.00      .0016      .1000    31.4977 
     .10      .50    10.00      .0008      .1000    62.9955 
     .10     1.00   -10.00      .          .          .     
     .10     1.00    -5.00      .          .          .     
     .10     1.00      .00      .          .          .     
     .10     1.00     5.00      .0211      .1000     4.5000 
     .10     1.00    10.00      .0105      .1000     9.0000 
     .10     2.00   -10.00      .          .          .     
     .10     2.00    -5.00      .          .          .     
     .10     2.00      .00      .          .          .     
     .10     2.00     5.00      .1064      .1000     1.5623 
     .10     2.00    10.00      .0532      .1000     3.1246 
     .10     5.00   -10.00      .          .          .     
     .10     5.00    -5.00      .          .          .     
     .10     5.00      .00      .          .          .     
     .10     5.00     5.00      .4865      .1000      .6406 
     .10     5.00    10.00      .2433      .1000     1.2812 
     .20      .50   -10.00      .          .          .     
     .20      .50    -5.00      .          .          .     
     .20      .50      .00      .          .          .     
     .20      .50     5.00      .0064      .2000    15.2495 
     .20      .50    10.00      .0032      .2000    30.4991 
     .20     1.00   -10.00      .          .          .     
     .20     1.00    -5.00      .          .          .     
     .20     1.00      .00      .          .          .     
     .20     1.00     5.00      .0446      .2000     4.0000 
     .20     1.00    10.00      .0223      .2000     8.0000 
     .20     2.00   -10.00      .          .          .     
     .20     2.00    -5.00      .          .          .     
     .20     2.00      .00      .          .          .     
     .20     2.00     5.00      .1649      .2000     1.8075 
     .20     2.00    10.00      .0824      .2000     3.6150 
     .20     5.00   -10.00      .          .          .     
     .20     5.00    -5.00      .          .          .     
     .20     5.00      .00      .          .          .     
     .20     5.00     5.00      .6179      .2000      .8641 
     .20     5.00    10.00      .3090      .2000     1.7282 
     .30      .50   -10.00      .          .          .     
     .30      .50    -5.00      .          .          .     
     .30      .50      .00      .          .          .     
     .30      .50     5.00      .0148      .3000     9.6128 
     .30      .50    10.00      .0074      .3000    19.2255 
     .30     1.00   -10.00      .          .          .     
     .30     1.00    -5.00      .          .          .     
     .30     1.00      .00      .          .          .     
     .30     1.00     5.00      .0713      .3000     3.5000 
     .30     1.00    10.00      .0357      .3000     7.0000 
     .30     2.00   -10.00      .          .          .     
     .30     2.00    -5.00      .          .          .     
     .30     2.00      .00      .          .          .     
     .30     2.00     5.00      .2195      .3000     1.8312 
     .30     2.00    10.00      .1097      .3000     3.6625 
     .30     5.00   -10.00      .          .          .     
     .30     5.00    -5.00      .          .          .     
     .30     5.00      .00      .          .          .     
     .30     5.00     5.00      .7267      .3000      .9595 
     .30     5.00    10.00      .3634      .3000     1.9190 
     .40      .50   -10.00      .          .          .     
     .40      .50    -5.00      .          .          .     
     .40      .50      .00      .          .          .     
     .40      .50     5.00      .0275      .4000     6.6303 
     .40      .50    10.00      .0137      .4000    13.2606 
     .40     1.00   -10.00      .          .          .     
     .40     1.00    -5.00      .          .          .     
     .40     1.00      .00      .          .          .     
     .40     1.00     5.00      .1022      .4000     3.0000 
     .40     1.00    10.00      .0511      .4000     6.0000 
     .40     2.00   -10.00      .          .          .     
     .40     2.00    -5.00      .          .          .     
     .40     2.00      .00      .          .          .     
     .40     2.00     5.00      .2753      .4000     1.7376 
     .40     2.00    10.00      .1376      .4000     3.4752 
     .40     5.00   -10.00      .          .          .     
     .40     5.00    -5.00      .          .          .     
     .40     5.00      .00      .          .          .     
     .40     5.00     5.00      .8295      .4000      .9742 
     .40     5.00    10.00      .4148      .4000     1.9485 
     .50      .50   -10.00      .          .          .     
     .50      .50    -5.00      .          .          .     
     .50      .50      .00      .          .          .     
     .50      .50     5.00      .0455      .5000     4.7114 
     .50      .50    10.00      .0227      .5000     9.4227 
     .50     1.00   -10.00      .          .          .     
     .50     1.00    -5.00      .          .          .     
     .50     1.00      .00      .          .          .     
     .50     1.00     5.00      .1386      .5000     2.5000 
     .50     1.00    10.00      .0693      .5000     5.0000 
     .50     2.00   -10.00      .          .          .     
     .50     2.00    -5.00      .          .          .     
     .50     2.00      .00      .          .          .     
     .50     2.00     5.00      .3357      .5000     1.5666 
     .50     2.00    10.00      .1678      .5000     3.1332 
     .50     5.00   -10.00      .          .          .     
     .50     5.00    -5.00      .          .          .     
     .50     5.00      .00      .          .          .     
     .50     5.00     5.00      .9342      .5000      .9286 
     .50     5.00    10.00      .4671      .5000     1.8571 
     .60      .50   -10.00      .          .          .     
     .60      .50    -5.00      .          .          .     
     .60      .50      .00      .          .          .     
     .60      .50     5.00      .0708      .6000     3.3265 
     .60      .50    10.00      .0354      .6000     6.6529 
     .60     1.00   -10.00      .          .          .     
     .60     1.00    -5.00      .          .          .     
     .60     1.00      .00      .          .          .     
     .60     1.00     5.00      .1833      .6000     2.0000 
     .60     1.00    10.00      .0916      .6000     4.0000 
     .60     2.00   -10.00      .          .          .     
     .60     2.00    -5.00      .          .          .     
     .60     2.00      .00      .          .          .     
     .60     2.00     5.00      .4045      .6000     1.3383 
     .60     2.00    10.00      .2022      .6000     2.6765 
     .60     5.00   -10.00      .          .          .     
     .60     5.00    -5.00      .          .          .     
     .60     5.00      .00      .          .          .     
     .60     5.00     5.00     1.0473      .6000      .8332 
     .60     5.00    10.00      .5237      .6000     1.6663 
     .70      .50   -10.00      .          .          .     
     .70      .50    -5.00      .          .          .     
     .70      .50      .00      .          .          .     
     .70      .50     5.00      .1074      .7000     2.2496 
     .70      .50    10.00      .0537      .7000     4.4993 
     .70     1.00   -10.00      .          .          .     
     .70     1.00    -5.00      .          .          .     
     .70     1.00      .00      .          .          .     
     .70     1.00     5.00      .2408      .7000     1.5000 
     .70     1.00    10.00      .1204      .7000     3.0000 
     .70     2.00   -10.00      .          .          .     
     .70     2.00    -5.00      .          .          .     
     .70     2.00      .00      .          .          .     
     .70     2.00     5.00      .4878      .7000     1.0639 
     .70     2.00    10.00      .2439      .7000     2.1277 
     .70     5.00   -10.00      .          .          .     
     .70     5.00    -5.00      .          .          .     
     .70     5.00      .00      .          .          .     
     .70     5.00     5.00     1.1781      .7000      .6937 
     .70     5.00    10.00      .5890      .7000     1.3874 
     .80      .50   -10.00      .          .          .     
     .80      .50    -5.00      .          .          .     
     .80      .50      .00      .          .          .     
     .80      .50     5.00      .1642      .8000     1.3694 
     .80      .50    10.00      .0821      .8000     2.7388 
     .80     1.00   -10.00      .          .          .     
     .80     1.00    -5.00      .          .          .     
     .80     1.00      .00      .          .          .     
     .80     1.00     5.00      .3219      .8000     1.0000 
     .80     1.00    10.00      .1609      .8000     2.0000 
     .80     2.00   -10.00      .          .          .     
     .80     2.00    -5.00      .          .          .     
     .80     2.00      .00      .          .          .     
     .80     2.00     5.00      .5989      .8000      .7496 
     .80     2.00    10.00      .2994      .8000     1.4993 
     .80     5.00   -10.00      .          .          .     
     .80     5.00    -5.00      .          .          .     
     .80     5.00      .00      .          .          .     
     .80     5.00     5.00     1.3442      .8000      .5124 
     .80     5.00    10.00      .6721      .8000     1.0248 
     .90      .50   -10.00      .          .          .     
     .90      .50    -5.00      .          .          .     
     .90      .50      .00      .          .          .     
     .90      .50     5.00      .2706      .9000      .6270 
     .90      .50    10.00      .1353      .9000     1.2540 
     .90     1.00   -10.00      .          .          .     
     .90     1.00    -5.00      .          .          .     
     .90     1.00      .00      .          .          .     
     .90     1.00     5.00      .4605      .9000      .5000 
     .90     1.00    10.00      .2303      .9000     1.0000 
     .90     2.00   -10.00      .          .          .     
     .90     2.00    -5.00      .          .          .     
     .90     2.00      .00      .          .          .     
     .90     2.00     5.00      .7779      .9000      .3977 
     .90     2.00    10.00      .3890      .9000      .7955 
     .90     5.00   -10.00      .          .          .     
     .90     5.00    -5.00      .          .          .     
     .90     5.00      .00      .          .          .     
     .90     5.00     5.00     1.5987      .9000      .2872 
     .90     5.00    10.00      .7994      .9000      .5744 
     .99      .50   -10.00      .          .          .     
     .99      .50    -5.00      .          .          .     
     .99      .50      .00      .          .          .     
     .99      .50     5.00      .6635      .9900      .0561 
     .99      .50    10.00      .3317      .9900      .1123 
     .99     1.00   -10.00      .          .          .     
     .99     1.00    -5.00      .          .          .     
     .99     1.00      .00      .          .          .     
     .99     1.00     5.00      .9210      .9900      .0500 
     .99     1.00    10.00      .4605      .9900      .1000 
     .99     2.00   -10.00      .          .          .     
     .99     2.00    -5.00      .          .          .     
     .99     2.00      .00      .          .          .     
     .99     2.00     5.00     1.3277      .9900      .0435 
     .99     2.00    10.00      .6638      .9900      .0869 
     .99     5.00   -10.00      .          .          .     
     .99     5.00    -5.00      .          .          .     
     .99     5.00      .00      .          .          .     
     .99     5.00     5.00     2.3209      .9900      .0345 
     .99     5.00    10.00     1.1605      .9900      .0689 
])

RANDIST_CHECK([laplace], [a b], [cdf pdf], [dnl
       P        a        b          x        cdf        pdf 
     .01   -10.00      .50   -11.9560      .0100      .0200 
     .01   -10.00     1.00   -13.9120      .0100      .0100 
     .01   -10.00     2.00   -17.8240      .0100      .0050 
     .01   -10.00     5.00   -29.5601      .0100      .0020 
     .01    -5.00      .50    -6.9560      .0100      .0200 
     .01    -5.00     1.00    -8.9120      .0100      .0100 
     .01    -5.00     2.00   -12.8240      .0100      .0050 
     .01    -5.00     5.00   -24.5601      .0100      .0020 
     .01      .00      .50    -1.9560      .0100      .0200 
     .01      .00     1.00    -3.9120      .0100      .0100 
     .01      .00     2.00    -7.8240      .0100      .0050 
     .01      .00     5.00   -19.5601      .0100      .0020 
     .01     5.00      .50     3.0440      .0100      .0200 
     .01     5.00     1.00     1.0880      .0100      .0100 
     .01     5.00     2.00    -2.8240      .0100      .0050 
     .01     5.00     5.00   -14.5601      .0100      .0020 
     .01    10.00      .50     8.0440      .0100      .0200 
     .01    10.00     1.00     6.0880      .0100      .0100 
     .01    10.00     2.00     2.1760      .0100      .0050 
     .01    10.00     5.00    -9.5601      .0100      .0020 
     .10   -10.00      .50   -10.8047      .1000      .2000 
     .10   -10.00     1.00   -11.6094      .1000      .1000 
     .10   -10.00     2.00   -13.2189      .1000      .0500 
     .10   -10.00     5.00   -18.0472      .1000      .0200 
     .10    -5.00      .50    -5.8047      .1000      .2000 
     .10    -5.00     1.00    -6.6094      .1000      .1000 
     .10    -5.00     2.00    -8.2189      .1000      .0500 
     .10    -5.00     5.00   -13.0472      .1000      .0200 
     .10      .00      .50     -.8047      .1000      .2000 
     .10      .00     1.00    -1.6094      .1000      .1000 
     .10      .00     2.00    -3.2189      .1000      .0500 
     .10      .00     5.00    -8.0472      .1000      .0200 
     .10     5.00      .50     4.1953      .1000      .2000 
     .10     5.00     1.00     3.3906      .1000      .1000 
     .10     5.00     2.00     1.7811      .1000      .0500 
     .10     5.00     5.00    -3.0472      .1000      .0200 
     .10    10.00      .50     9.1953      .1000      .2000 
     .10    10.00     1.00     8.3906      .1000      .1000 
     .10    10.00     2.00     6.7811      .1000      .0500 
     .10    10.00     5.00     1.9528      .1000      .0200 
     .20   -10.00      .50   -10.4581      .2000      .4000 
     .20   -10.00     1.00   -10.9163      .2000      .2000 
     .20   -10.00     2.00   -11.8326      .2000      .1000 
     .20   -10.00     5.00   -14.5815      .2000      .0400 
     .20    -5.00      .50    -5.4581      .2000      .4000 
     .20    -5.00     1.00    -5.9163      .2000      .2000 
     .20    -5.00     2.00    -6.8326      .2000      .1000 
     .20    -5.00     5.00    -9.5815      .2000      .0400 
     .20      .00      .50     -.4581      .2000      .4000 
     .20      .00     1.00     -.9163      .2000      .2000 
     .20      .00     2.00    -1.8326      .2000      .1000 
     .20      .00     5.00    -4.5815      .2000      .0400 
     .20     5.00      .50     4.5419      .2000      .4000 
     .20     5.00     1.00     4.0837      .2000      .2000 
     .20     5.00     2.00     3.1674      .2000      .1000 
     .20     5.00     5.00      .4185      .2000      .0400 
     .20    10.00      .50     9.5419      .2000      .4000 
     .20    10.00     1.00     9.0837      .2000      .2000 
     .20    10.00     2.00     8.1674      .2000      .1000 
     .20    10.00     5.00     5.4185      .2000      .0400 
     .30   -10.00      .50   -10.2554      .3000      .6000 
     .30   -10.00     1.00   -10.5108      .3000      .3000 
     .30   -10.00     2.00   -11.0217      .3000      .1500 
     .30   -10.00     5.00   -12.5541      .3000      .0600 
     .30    -5.00      .50    -5.2554      .3000      .6000 
     .30    -5.00     1.00    -5.5108      .3000      .3000 
     .30    -5.00     2.00    -6.0217      .3000      .1500 
     .30    -5.00     5.00    -7.5541      .3000      .0600 
     .30      .00      .50     -.2554      .3000      .6000 
     .30      .00     1.00     -.5108      .3000      .3000 
     .30      .00     2.00    -1.0217      .3000      .1500 
     .30      .00     5.00    -2.5541      .3000      .0600 
     .30     5.00      .50     4.7446      .3000      .6000 
     .30     5.00     1.00     4.4892      .3000      .3000 
     .30     5.00     2.00     3.9783      .3000      .1500 
     .30     5.00     5.00     2.4459      .3000      .0600 
     .30    10.00      .50     9.7446      .3000      .6000 
     .30    10.00     1.00     9.4892      .3000      .3000 
     .30    10.00     2.00     8.9783      .3000      .1500 
     .30    10.00     5.00     7.4459      .3000      .0600 
     .40   -10.00      .50   -10.1116      .4000      .8000 
     .40   -10.00     1.00   -10.2231      .4000      .4000 
     .40   -10.00     2.00   -10.4463      .4000      .2000 
     .40   -10.00     5.00   -11.1157      .4000      .0800 
     .40    -5.00      .50    -5.1116      .4000      .8000 
     .40    -5.00     1.00    -5.2231      .4000      .4000 
     .40    -5.00     2.00    -5.4463      .4000      .2000 
     .40    -5.00     5.00    -6.1157      .4000      .0800 
     .40      .00      .50     -.1116      .4000      .8000 
     .40      .00     1.00     -.2231      .4000      .4000 
     .40      .00     2.00     -.4463      .4000      .2000 
     .40      .00     5.00    -1.1157      .4000      .0800 
     .40     5.00      .50     4.8884      .4000      .8000 
     .40     5.00     1.00     4.7769      .4000      .4000 
     .40     5.00     2.00     4.5537      .4000      .2000 
     .40     5.00     5.00     3.8843      .4000      .0800 
     .40    10.00      .50     9.8884      .4000      .8000 
     .40    10.00     1.00     9.7769      .4000      .4000 
     .40    10.00     2.00     9.5537      .4000      .2000 
     .40    10.00     5.00     8.8843      .4000      .0800 
     .50   -10.00      .50   -10.0000      .5000     1.0000 
     .50   -10.00     1.00   -10.0000      .5000      .5000 
     .50   -10.00     2.00   -10.0000      .5000      .2500 
     .50   -10.00     5.00   -10.0000      .5000      .1000 
     .50    -5.00      .50    -5.0000      .5000     1.0000 
     .50    -5.00     1.00    -5.0000      .5000      .5000 
     .50    -5.00     2.00    -5.0000      .5000      .2500 
     .50    -5.00     5.00    -5.0000      .5000      .1000 
     .50      .00      .50      .0000      .5000     1.0000 
     .50      .00     1.00      .0000      .5000      .5000 
     .50      .00     2.00      .0000      .5000      .2500 
     .50      .00     5.00      .0000      .5000      .1000 
     .50     5.00      .50     5.0000      .5000     1.0000 
     .50     5.00     1.00     5.0000      .5000      .5000 
     .50     5.00     2.00     5.0000      .5000      .2500 
     .50     5.00     5.00     5.0000      .5000      .1000 
     .50    10.00      .50    10.0000      .5000     1.0000 
     .50    10.00     1.00    10.0000      .5000      .5000 
     .50    10.00     2.00    10.0000      .5000      .2500 
     .50    10.00     5.00    10.0000      .5000      .1000 
     .60   -10.00      .50    -9.8884      .6000      .8000 
     .60   -10.00     1.00    -9.7769      .6000      .4000 
     .60   -10.00     2.00    -9.5537      .6000      .2000 
     .60   -10.00     5.00    -8.8843      .6000      .0800 
     .60    -5.00      .50    -4.8884      .6000      .8000 
     .60    -5.00     1.00    -4.7769      .6000      .4000 
     .60    -5.00     2.00    -4.5537      .6000      .2000 
     .60    -5.00     5.00    -3.8843      .6000      .0800 
     .60      .00      .50      .1116      .6000      .8000 
     .60      .00     1.00      .2231      .6000      .4000 
     .60      .00     2.00      .4463      .6000      .2000 
     .60      .00     5.00     1.1157      .6000      .0800 
     .60     5.00      .50     5.1116      .6000      .8000 
     .60     5.00     1.00     5.2231      .6000      .4000 
     .60     5.00     2.00     5.4463      .6000      .2000 
     .60     5.00     5.00     6.1157      .6000      .0800 
     .60    10.00      .50    10.1116      .6000      .8000 
     .60    10.00     1.00    10.2231      .6000      .4000 
     .60    10.00     2.00    10.4463      .6000      .2000 
     .60    10.00     5.00    11.1157      .6000      .0800 
     .70   -10.00      .50    -9.7446      .7000      .6000 
     .70   -10.00     1.00    -9.4892      .7000      .3000 
     .70   -10.00     2.00    -8.9783      .7000      .1500 
     .70   -10.00     5.00    -7.4459      .7000      .0600 
     .70    -5.00      .50    -4.7446      .7000      .6000 
     .70    -5.00     1.00    -4.4892      .7000      .3000 
     .70    -5.00     2.00    -3.9783      .7000      .1500 
     .70    -5.00     5.00    -2.4459      .7000      .0600 
     .70      .00      .50      .2554      .7000      .6000 
     .70      .00     1.00      .5108      .7000      .3000 
     .70      .00     2.00     1.0217      .7000      .1500 
     .70      .00     5.00     2.5541      .7000      .0600 
     .70     5.00      .50     5.2554      .7000      .6000 
     .70     5.00     1.00     5.5108      .7000      .3000 
     .70     5.00     2.00     6.0217      .7000      .1500 
     .70     5.00     5.00     7.5541      .7000      .0600 
     .70    10.00      .50    10.2554      .7000      .6000 
     .70    10.00     1.00    10.5108      .7000      .3000 
     .70    10.00     2.00    11.0217      .7000      .1500 
     .70    10.00     5.00    12.5541      .7000      .0600 
     .80   -10.00      .50    -9.5419      .8000      .4000 
     .80   -10.00     1.00    -9.0837      .8000      .2000 
     .80   -10.00     2.00    -8.1674      .8000      .1000 
     .80   -10.00     5.00    -5.4185      .8000      .0400 
     .80    -5.00      .50    -4.5419      .8000      .4000 
     .80    -5.00     1.00    -4.0837      .8000      .2000 
     .80    -5.00     2.00    -3.1674      .8000      .1000 
     .80    -5.00     5.00     -.4185      .8000      .0400 
     .80      .00      .50      .4581      .8000      .4000 
     .80      .00     1.00      .9163      .8000      .2000 
     .80      .00     2.00     1.8326      .8000      .1000 
     .80      .00     5.00     4.5815      .8000      .0400 
     .80     5.00      .50     5.4581      .8000      .4000 
     .80     5.00     1.00     5.9163      .8000      .2000 
     .80     5.00     2.00     6.8326      .8000      .1000 
     .80     5.00     5.00     9.5815      .8000      .0400 
     .80    10.00      .50    10.4581      .8000      .4000 
     .80    10.00     1.00    10.9163      .8000      .2000 
     .80    10.00     2.00    11.8326      .8000      .1000 
     .80    10.00     5.00    14.5815      .8000      .0400 
     .90   -10.00      .50    -9.1953      .9000      .2000 
     .90   -10.00     1.00    -8.3906      .9000      .1000 
     .90   -10.00     2.00    -6.7811      .9000      .0500 
     .90   -10.00     5.00    -1.9528      .9000      .0200 
     .90    -5.00      .50    -4.1953      .9000      .2000 
     .90    -5.00     1.00    -3.3906      .9000      .1000 
     .90    -5.00     2.00    -1.7811      .9000      .0500 
     .90    -5.00     5.00     3.0472      .9000      .0200 
     .90      .00      .50      .8047      .9000      .2000 
     .90      .00     1.00     1.6094      .9000      .1000 
     .90      .00     2.00     3.2189      .9000      .0500 
     .90      .00     5.00     8.0472      .9000      .0200 
     .90     5.00      .50     5.8047      .9000      .2000 
     .90     5.00     1.00     6.6094      .9000      .1000 
     .90     5.00     2.00     8.2189      .9000      .0500 
     .90     5.00     5.00    13.0472      .9000      .0200 
     .90    10.00      .50    10.8047      .9000      .2000 
     .90    10.00     1.00    11.6094      .9000      .1000 
     .90    10.00     2.00    13.2189      .9000      .0500 
     .90    10.00     5.00    18.0472      .9000      .0200 
     .99   -10.00      .50    -8.0440      .9900      .0200 
     .99   -10.00     1.00    -6.0880      .9900      .0100 
     .99   -10.00     2.00    -2.1760      .9900      .0050 
     .99   -10.00     5.00     9.5601      .9900      .0020 
     .99    -5.00      .50    -3.0440      .9900      .0200 
     .99    -5.00     1.00    -1.0880      .9900      .0100 
     .99    -5.00     2.00     2.8240      .9900      .0050 
     .99    -5.00     5.00    14.5601      .9900      .0020 
     .99      .00      .50     1.9560      .9900      .0200 
     .99      .00     1.00     3.9120      .9900      .0100 
     .99      .00     2.00     7.8240      .9900      .0050 
     .99      .00     5.00    19.5601      .9900      .0020 
     .99     5.00      .50     6.9560      .9900      .0200 
     .99     5.00     1.00     8.9120      .9900      .0100 
     .99     5.00     2.00    12.8240      .9900      .0050 
     .99     5.00     5.00    24.5601      .9900      .0020 
     .99    10.00      .50    11.9560      .9900      .0200 
     .99    10.00     1.00    13.9120      .9900      .0100 
     .99    10.00     2.00    17.8240      .9900      .0050 
     .99    10.00     5.00    29.5601      .9900      .0020 
])

RANDIST_CHECK([logistic], [a b], [cdf pdf], [dnl
       P        a        b          x        cdf        pdf 
     .01   -10.00      .50   -12.2976      .0100      .0198 
     .01   -10.00     1.00   -14.5951      .0100      .0099 
     .01   -10.00     2.00   -19.1902      .0100      .0049 
     .01   -10.00     5.00   -32.9756      .0100      .0020 
     .01    -5.00      .50    -7.2976      .0100      .0198 
     .01    -5.00     1.00    -9.5951      .0100      .0099 
     .01    -5.00     2.00   -14.1902      .0100      .0050 
     .01    -5.00     5.00   -27.9756      .0100      .0020 
     .01      .00      .50    -2.2976      .0100      .0198 
     .01      .00     1.00    -4.5951      .0100      .0099 
     .01      .00     2.00    -9.1902      .0100      .0050 
     .01      .00     5.00   -22.9756      .0100      .0020 
     .01     5.00      .50     2.7024      .0100      .0198 
     .01     5.00     1.00      .4049      .0100      .0099 
     .01     5.00     2.00    -4.1902      .0100      .0050 
     .01     5.00     5.00   -17.9756      .0100      .0020 
     .01    10.00      .50     7.7024      .0100      .0198 
     .01    10.00     1.00     5.4049      .0100      .0099 
     .01    10.00     2.00      .8098      .0100      .0050 
     .01    10.00     5.00   -12.9756      .0100      .0020 
     .10   -10.00      .50   -11.0986      .1000      .1800 
     .10   -10.00     1.00   -12.1972      .1000      .0900 
     .10   -10.00     2.00   -14.3944      .1000      .0450 
     .10   -10.00     5.00   -20.9861      .1000      .0180 
     .10    -5.00      .50    -6.0986      .1000      .1800 
     .10    -5.00     1.00    -7.1972      .1000      .0900 
     .10    -5.00     2.00    -9.3944      .1000      .0450 
     .10    -5.00     5.00   -15.9861      .1000      .0180 
     .10      .00      .50    -1.0986      .1000      .1800 
     .10      .00     1.00    -2.1972      .1000      .0900 
     .10      .00     2.00    -4.3944      .1000      .0450 
     .10      .00     5.00   -10.9861      .1000      .0180 
     .10     5.00      .50     3.9014      .1000      .1800 
     .10     5.00     1.00     2.8028      .1000      .0900 
     .10     5.00     2.00      .6056      .1000      .0450 
     .10     5.00     5.00    -5.9861      .1000      .0180 
     .10    10.00      .50     8.9014      .1000      .1800 
     .10    10.00     1.00     7.8028      .1000      .0900 
     .10    10.00     2.00     5.6056      .1000      .0450 
     .10    10.00     5.00     -.9861      .1000      .0180 
     .20   -10.00      .50   -10.6931      .2000      .3200 
     .20   -10.00     1.00   -11.3863      .2000      .1600 
     .20   -10.00     2.00   -12.7726      .2000      .0800 
     .20   -10.00     5.00   -16.9315      .2000      .0320 
     .20    -5.00      .50    -5.6931      .2000      .3200 
     .20    -5.00     1.00    -6.3863      .2000      .1600 
     .20    -5.00     2.00    -7.7726      .2000      .0800 
     .20    -5.00     5.00   -11.9315      .2000      .0320 
     .20      .00      .50     -.6931      .2000      .3200 
     .20      .00     1.00    -1.3863      .2000      .1600 
     .20      .00     2.00    -2.7726      .2000      .0800 
     .20      .00     5.00    -6.9315      .2000      .0320 
     .20     5.00      .50     4.3069      .2000      .3200 
     .20     5.00     1.00     3.6137      .2000      .1600 
     .20     5.00     2.00     2.2274      .2000      .0800 
     .20     5.00     5.00    -1.9315      .2000      .0320 
     .20    10.00      .50     9.3069      .2000      .3200 
     .20    10.00     1.00     8.6137      .2000      .1600 
     .20    10.00     2.00     7.2274      .2000      .0800 
     .20    10.00     5.00     3.0685      .2000      .0320 
     .30   -10.00      .50   -10.4236      .3000      .4200 
     .30   -10.00     1.00   -10.8473      .3000      .2100 
     .30   -10.00     2.00   -11.6946      .3000      .1050 
     .30   -10.00     5.00   -14.2365      .3000      .0420 
     .30    -5.00      .50    -5.4236      .3000      .4200 
     .30    -5.00     1.00    -5.8473      .3000      .2100 
     .30    -5.00     2.00    -6.6946      .3000      .1050 
     .30    -5.00     5.00    -9.2365      .3000      .0420 
     .30      .00      .50     -.4236      .3000      .4200 
     .30      .00     1.00     -.8473      .3000      .2100 
     .30      .00     2.00    -1.6946      .3000      .1050 
     .30      .00     5.00    -4.2365      .3000      .0420 
     .30     5.00      .50     4.5764      .3000      .4200 
     .30     5.00     1.00     4.1527      .3000      .2100 
     .30     5.00     2.00     3.3054      .3000      .1050 
     .30     5.00     5.00      .7635      .3000      .0420 
     .30    10.00      .50     9.5764      .3000      .4200 
     .30    10.00     1.00     9.1527      .3000      .2100 
     .30    10.00     2.00     8.3054      .3000      .1050 
     .30    10.00     5.00     5.7635      .3000      .0420 
     .40   -10.00      .50   -10.2027      .4000      .4800 
     .40   -10.00     1.00   -10.4055      .4000      .2400 
     .40   -10.00     2.00   -10.8109      .4000      .1200 
     .40   -10.00     5.00   -12.0273      .4000      .0480 
     .40    -5.00      .50    -5.2027      .4000      .4800 
     .40    -5.00     1.00    -5.4055      .4000      .2400 
     .40    -5.00     2.00    -5.8109      .4000      .1200 
     .40    -5.00     5.00    -7.0273      .4000      .0480 
     .40      .00      .50     -.2027      .4000      .4800 
     .40      .00     1.00     -.4055      .4000      .2400 
     .40      .00     2.00     -.8109      .4000      .1200 
     .40      .00     5.00    -2.0273      .4000      .0480 
     .40     5.00      .50     4.7973      .4000      .4800 
     .40     5.00     1.00     4.5945      .4000      .2400 
     .40     5.00     2.00     4.1891      .4000      .1200 
     .40     5.00     5.00     2.9727      .4000      .0480 
     .40    10.00      .50     9.7973      .4000      .4800 
     .40    10.00     1.00     9.5945      .4000      .2400 
     .40    10.00     2.00     9.1891      .4000      .1200 
     .40    10.00     5.00     7.9727      .4000      .0480 
     .50   -10.00      .50   -10.0000      .5000      .5000 
     .50   -10.00     1.00   -10.0000      .5000      .2500 
     .50   -10.00     2.00   -10.0000      .5000      .1250 
     .50   -10.00     5.00   -10.0000      .5000      .0500 
     .50    -5.00      .50    -5.0000      .5000      .5000 
     .50    -5.00     1.00    -5.0000      .5000      .2500 
     .50    -5.00     2.00    -5.0000      .5000      .1250 
     .50    -5.00     5.00    -5.0000      .5000      .0500 
     .50      .00      .50      .0000      .5000      .5000 
     .50      .00     1.00      .0000      .5000      .2500 
     .50      .00     2.00      .0000      .5000      .1250 
     .50      .00     5.00      .0000      .5000      .0500 
     .50     5.00      .50     5.0000      .5000      .5000 
     .50     5.00     1.00     5.0000      .5000      .2500 
     .50     5.00     2.00     5.0000      .5000      .1250 
     .50     5.00     5.00     5.0000      .5000      .0500 
     .50    10.00      .50    10.0000      .5000      .5000 
     .50    10.00     1.00    10.0000      .5000      .2500 
     .50    10.00     2.00    10.0000      .5000      .1250 
     .50    10.00     5.00    10.0000      .5000      .0500 
     .60   -10.00      .50    -9.7973      .6000      .4800 
     .60   -10.00     1.00    -9.5945      .6000      .2400 
     .60   -10.00     2.00    -9.1891      .6000      .1200 
     .60   -10.00     5.00    -7.9727      .6000      .0480 
     .60    -5.00      .50    -4.7973      .6000      .4800 
     .60    -5.00     1.00    -4.5945      .6000      .2400 
     .60    -5.00     2.00    -4.1891      .6000      .1200 
     .60    -5.00     5.00    -2.9727      .6000      .0480 
     .60      .00      .50      .2027      .6000      .4800 
     .60      .00     1.00      .4055      .6000      .2400 
     .60      .00     2.00      .8109      .6000      .1200 
     .60      .00     5.00     2.0273      .6000      .0480 
     .60     5.00      .50     5.2027      .6000      .4800 
     .60     5.00     1.00     5.4055      .6000      .2400 
     .60     5.00     2.00     5.8109      .6000      .1200 
     .60     5.00     5.00     7.0273      .6000      .0480 
     .60    10.00      .50    10.2027      .6000      .4800 
     .60    10.00     1.00    10.4055      .6000      .2400 
     .60    10.00     2.00    10.8109      .6000      .1200 
     .60    10.00     5.00    12.0273      .6000      .0480 
     .70   -10.00      .50    -9.5764      .7000      .4200 
     .70   -10.00     1.00    -9.1527      .7000      .2100 
     .70   -10.00     2.00    -8.3054      .7000      .1050 
     .70   -10.00     5.00    -5.7635      .7000      .0420 
     .70    -5.00      .50    -4.5764      .7000      .4200 
     .70    -5.00     1.00    -4.1527      .7000      .2100 
     .70    -5.00     2.00    -3.3054      .7000      .1050 
     .70    -5.00     5.00     -.7635      .7000      .0420 
     .70      .00      .50      .4236      .7000      .4200 
     .70      .00     1.00      .8473      .7000      .2100 
     .70      .00     2.00     1.6946      .7000      .1050 
     .70      .00     5.00     4.2365      .7000      .0420 
     .70     5.00      .50     5.4236      .7000      .4200 
     .70     5.00     1.00     5.8473      .7000      .2100 
     .70     5.00     2.00     6.6946      .7000      .1050 
     .70     5.00     5.00     9.2365      .7000      .0420 
     .70    10.00      .50    10.4236      .7000      .4200 
     .70    10.00     1.00    10.8473      .7000      .2100 
     .70    10.00     2.00    11.6946      .7000      .1050 
     .70    10.00     5.00    14.2365      .7000      .0420 
     .80   -10.00      .50    -9.3069      .8000      .3200 
     .80   -10.00     1.00    -8.6137      .8000      .1600 
     .80   -10.00     2.00    -7.2274      .8000      .0800 
     .80   -10.00     5.00    -3.0685      .8000      .0320 
     .80    -5.00      .50    -4.3069      .8000      .3200 
     .80    -5.00     1.00    -3.6137      .8000      .1600 
     .80    -5.00     2.00    -2.2274      .8000      .0800 
     .80    -5.00     5.00     1.9315      .8000      .0320 
     .80      .00      .50      .6931      .8000      .3200 
     .80      .00     1.00     1.3863      .8000      .1600 
     .80      .00     2.00     2.7726      .8000      .0800 
     .80      .00     5.00     6.9315      .8000      .0320 
     .80     5.00      .50     5.6931      .8000      .3200 
     .80     5.00     1.00     6.3863      .8000      .1600 
     .80     5.00     2.00     7.7726      .8000      .0800 
     .80     5.00     5.00    11.9315      .8000      .0320 
     .80    10.00      .50    10.6931      .8000      .3200 
     .80    10.00     1.00    11.3863      .8000      .1600 
     .80    10.00     2.00    12.7726      .8000      .0800 
     .80    10.00     5.00    16.9315      .8000      .0320 
     .90   -10.00      .50    -8.9014      .9000      .1800 
     .90   -10.00     1.00    -7.8028      .9000      .0900 
     .90   -10.00     2.00    -5.6056      .9000      .0450 
     .90   -10.00     5.00      .9861      .9000      .0180 
     .90    -5.00      .50    -3.9014      .9000      .1800 
     .90    -5.00     1.00    -2.8028      .9000      .0900 
     .90    -5.00     2.00     -.6056      .9000      .0450 
     .90    -5.00     5.00     5.9861      .9000      .0180 
     .90      .00      .50     1.0986      .9000      .1800 
     .90      .00     1.00     2.1972      .9000      .0900 
     .90      .00     2.00     4.3944      .9000      .0450 
     .90      .00     5.00    10.9861      .9000      .0180 
     .90     5.00      .50     6.0986      .9000      .1800 
     .90     5.00     1.00     7.1972      .9000      .0900 
     .90     5.00     2.00     9.3944      .9000      .0450 
     .90     5.00     5.00    15.9861      .9000      .0180 
     .90    10.00      .50    11.0986      .9000      .1800 
     .90    10.00     1.00    12.1972      .9000      .0900 
     .90    10.00     2.00    14.3944      .9000      .0450 
     .90    10.00     5.00    20.9861      .9000      .0180 
     .99   -10.00      .50    -7.7024      .9900      .0198 
     .99   -10.00     1.00    -5.4049      .9900      .0099 
     .99   -10.00     2.00     -.8098      .9900      .0050 
     .99   -10.00     5.00    12.9756      .9900      .0020 
     .99    -5.00      .50    -2.7024      .9900      .0198 
     .99    -5.00     1.00     -.4049      .9900      .0099 
     .99    -5.00     2.00     4.1902      .9900      .0050 
     .99    -5.00     5.00    17.9756      .9900      .0020 
     .99      .00      .50     2.2976      .9900      .0198 
     .99      .00     1.00     4.5951      .9900      .0099 
     .99      .00     2.00     9.1902      .9900      .0050 
     .99      .00     5.00    22.9756      .9900      .0020 
     .99     5.00      .50     7.2976      .9900      .0198 
     .99     5.00     1.00     9.5951      .9900      .0099 
     .99     5.00     2.00    14.1902      .9900      .0050 
     .99     5.00     5.00    27.9756      .9900      .0020 
     .99    10.00      .50    12.2976      .9900      .0198 
     .99    10.00     1.00    14.5951      .9900      .0099 
     .99    10.00     2.00    19.1902      .9900      .0050 
     .99    10.00     5.00    32.9756      .9900      .0020 
])

RANDIST_CHECK([lnormal], [z s], [cdf pdf], [dnl
       P        z        s          x        cdf        pdf 
     .01      .50      .50      .1562      .0100      .3412 
     .01      .50     1.00      .0488      .0100      .5459 
     .01      .50     2.00      .0048      .0100     2.7949 
     .01      .50     5.00      .0000      .0100  1200.5834 
     .01     1.00      .50      .3125      .0100      .1706 
     .01     1.00     1.00      .0977      .0100      .2729 
     .01     1.00     2.00      .0095      .0100     1.3975 
     .01     1.00     5.00      .0000      .0100   600.2917 
     .01     2.00      .50      .6250      .0100      .0853 
     .01     2.00     1.00      .1953      .0100      .1365 
     .01     2.00     2.00      .0191      .0100      .6987 
     .01     2.00     5.00      .0000      .0100   300.1459 
     .01     5.00      .50     1.5625      .0100      .0341 
     .01     5.00     1.00      .4883      .0100      .0546 
     .01     5.00     2.00      .0477      .0100      .2795 
     .01     5.00     5.00      .0000      .0100   120.0583 
     .10      .50      .50      .2634      .1000     1.3324 
     .10      .50     1.00      .1388      .1000     1.2644 
     .10      .50     2.00      .0385      .1000     2.2773 
     .10      .50     5.00      .0008      .1000    42.5782 
     .10     1.00      .50      .5269      .1000      .6662 
     .10     1.00     1.00      .2776      .1000      .6322 
     .10     1.00     2.00      .0771      .1000     1.1386 
     .10     1.00     5.00      .0016      .1000    21.2891 
     .10     2.00      .50     1.0538      .1000      .3331 
     .10     2.00     1.00      .5552      .1000      .3161 
     .10     2.00     2.00      .1541      .1000      .5693 
     .10     2.00     5.00      .0033      .1000    10.6445 
     .10     5.00      .50     2.6344      .1000      .1332 
     .10     5.00     1.00     1.3880      .1000      .1264 
     .10     5.00     2.00      .3853      .1000      .2277 
     .10     5.00     5.00      .0082      .1000     4.2578 
     .20      .50      .50      .3283      .2000     1.7057 
     .20      .50     1.00      .2155      .2000     1.2991 
     .20      .50     2.00      .0929      .2000     1.5070 
     .20      .50     5.00      .0074      .2000     7.5286 
     .20     1.00      .50      .6565      .2000      .8529 
     .20     1.00     1.00      .4310      .2000      .6495 
     .20     1.00     2.00      .1858      .2000      .7535 
     .20     1.00     5.00      .0149      .2000     3.7643 
     .20     2.00      .50     1.3130      .2000      .4264 
     .20     2.00     1.00      .8620      .2000      .3248 
     .20     2.00     2.00      .3715      .2000      .3768 
     .20     2.00     5.00      .0297      .2000     1.8822 
     .20     5.00      .50     3.2826      .2000      .1706 
     .20     5.00     1.00     2.1551      .2000      .1299 
     .20     5.00     2.00      .9289      .2000      .1507 
     .20     5.00     5.00      .0744      .2000      .7529 
     .30      .50      .50      .3847      .3000     1.8077 
     .30      .50     1.00      .2960      .3000     1.1748 
     .30      .50     2.00      .1752      .3000      .9924 
     .30      .50     5.00      .0363      .3000     1.9142 
     .30     1.00      .50      .7694      .3000      .9039 
     .30     1.00     1.00      .5919      .3000      .5874 
     .30     1.00     2.00      .3504      .3000      .4962 
     .30     1.00     5.00      .0727      .3000      .9571 
     .30     2.00      .50     1.5387      .3000      .4519 
     .30     2.00     1.00     1.1838      .3000      .2937 
     .30     2.00     2.00      .7007      .3000      .2481 
     .30     2.00     5.00      .1453      .3000      .4785 
     .30     5.00      .50     3.8468      .3000      .1808 
     .30     5.00     1.00     2.9596      .3000      .1175 
     .30     5.00     2.00     1.7518      .3000      .0992 
     .30     5.00     5.00      .3633      .3000      .1914 
     .40      .50      .50      .4405      .4000     1.7541 
     .40      .50     1.00      .3881      .4000      .9955 
     .40      .50     2.00      .3012      .4000      .6412 
     .40      .50     5.00      .1409      .4000      .5485 
     .40     1.00      .50      .8810      .4000      .8770 
     .40     1.00     1.00      .7762      .4000      .4977 
     .40     1.00     2.00      .6025      .4000      .3206 
     .40     1.00     5.00      .2817      .4000      .2742 
     .40     2.00      .50     1.7620      .4000      .4385 
     .40     2.00     1.00     1.5524      .4000      .2489 
     .40     2.00     2.00     1.2050      .4000      .1603 
     .40     2.00     5.00      .5635      .4000      .1371 
     .40     5.00      .50     4.4051      .4000      .1754 
     .40     5.00     1.00     3.8810      .4000      .0995 
     .40     5.00     2.00     3.0124      .4000      .0641 
     .40     5.00     5.00     1.4087      .4000      .0548 
     .50      .50      .50      .5000      .5000     1.5958 
     .50      .50     1.00      .5000      .5000      .7979 
     .50      .50     2.00      .5000      .5000      .3989 
     .50      .50     5.00      .5000      .5000      .1596 
     .50     1.00      .50     1.0000      .5000      .7979 
     .50     1.00     1.00     1.0000      .5000      .3989 
     .50     1.00     2.00     1.0000      .5000      .1995 
     .50     1.00     5.00     1.0000      .5000      .0798 
     .50     2.00      .50     2.0000      .5000      .3989 
     .50     2.00     1.00     2.0000      .5000      .1995 
     .50     2.00     2.00     2.0000      .5000      .0997 
     .50     2.00     5.00     2.0000      .5000      .0399 
     .50     5.00      .50     5.0000      .5000      .1596 
     .50     5.00     1.00     5.0000      .5000      .0798 
     .50     5.00     2.00     5.0000      .5000      .0399 
     .50     5.00     5.00     5.0000      .5000      .0160 
     .60      .50      .50      .5675      .6000     1.3615 
     .60      .50     1.00      .6442      .6000      .5998 
     .60      .50     2.00      .8299      .6000      .2328 
     .60      .50     5.00     1.7746      .6000      .0435 
     .60     1.00      .50     1.1350      .6000      .6808 
     .60     1.00     1.00     1.2883      .6000      .2999 
     .60     1.00     2.00     1.6598      .6000      .1164 
     .60     1.00     5.00     3.5492      .6000      .0218 
     .60     2.00      .50     2.2701      .6000      .3404 
     .60     2.00     1.00     2.5767      .6000      .1499 
     .60     2.00     2.00     3.3196      .6000      .0582 
     .60     2.00     5.00     7.0985      .6000      .0109 
     .60     5.00      .50     5.6752      .6000      .1362 
     .60     5.00     1.00     6.4417      .6000      .0600 
     .60     5.00     2.00     8.2990      .6000      .0233 
     .60     5.00     5.00    17.7462      .6000      .0044 
     .70      .50      .50      .6499      .7000     1.0700 
     .70      .50     1.00      .8447      .7000      .4116 
     .70      .50     2.00     1.4271      .7000      .1218 
     .70      .50     5.00     6.8816      .7000      .0101 
     .70     1.00      .50     1.2998      .7000      .5350 
     .70     1.00     1.00     1.6894      .7000      .2058 
     .70     1.00     2.00     2.8542      .7000      .0609 
     .70     1.00     5.00    13.7633      .7000      .0051 
     .70     2.00      .50     2.5996      .7000      .2675 
     .70     2.00     1.00     3.3789      .7000      .1029 
     .70     2.00     2.00     5.7085      .7000      .0305 
     .70     2.00     5.00    27.5265      .7000      .0025 
     .70     5.00      .50     6.4989      .7000      .1070 
     .70     5.00     1.00     8.4472      .7000      .0412 
     .70     5.00     2.00    14.2711      .7000      .0122 
     .70     5.00     5.00    68.8163      .7000      .0010 
     .80      .50      .50      .7616      .8000      .7352 
     .80      .50     1.00     1.1601      .8000      .2413 
     .80      .50     2.00     2.6915      .8000      .0520 
     .80      .50     5.00    33.6145      .8000      .0017 
     .80     1.00      .50     1.5232      .8000      .3676 
     .80     1.00     1.00     2.3201      .8000      .1207 
     .80     1.00     2.00     5.3830      .8000      .0260 
     .80     1.00     5.00    67.2291      .8000      .0008 
     .80     2.00      .50     3.0464      .8000      .1838 
     .80     2.00     1.00     4.6403      .8000      .0603 
     .80     2.00     2.00    10.7660      .8000      .0130 
     .80     2.00     5.00   134.4582      .8000      .0004 
     .80     5.00      .50     7.6160      .8000      .0735 
     .80     5.00     1.00    11.6006      .8000      .0241 
     .80     5.00     2.00    26.9149      .8000      .0052 
     .80     5.00     5.00   336.1455      .8000      .0002 
     .90      .50      .50      .9490      .9000      .3699 
     .90      .50     1.00     1.8011      .9000      .0974 
     .90      .50     2.00     6.4880      .9000      .0135 
     .90      .50     5.00   303.2661      .9000      .0001 
     .90     1.00      .50     1.8980      .9000      .1849 
     .90     1.00     1.00     3.6022      .9000      .0487 
     .90     1.00     2.00    12.9760      .9000      .0068 
     .90     1.00     5.00   606.5322      .9000      .0001 
     .90     2.00      .50     3.7959      .9000      .0925 
     .90     2.00     1.00     7.2044      .9000      .0244 
     .90     2.00     2.00    25.9520      .9000      .0034 
     .90     2.00     5.00  1213.0644      .9000      .0000 
     .90     5.00      .50     9.4898      .9000      .0370 
     .90     5.00     1.00    18.0111      .9000      .0097 
     .90     5.00     2.00    64.8801      .9000      .0014 
     .90     5.00     5.00  3032.6610      .9000      .0000 
     .99      .50      .50     1.6000      .9900      .0333 
     .99      .50     1.00     5.1202      .9900      .0052 
     .99      .50     2.00    52.4337      .9900      .0003 
     .99      .50     5.00 56308.0163      .9900      .0000 
     .99     1.00      .50     3.2001      .9900      .0167 
     .99     1.00     1.00    10.2405      .9900      .0026 
     .99     1.00     2.00   104.8673      .9900      .0001 
     .99     1.00     5.00 112616.033      .9900      .0000 
     .99     2.00      .50     6.4001      .9900      .0083 
     .99     2.00     1.00    20.4809      .9900      .0013 
     .99     2.00     2.00   209.7346      .9900      .0001 
     .99     2.00     5.00 225232.065      .9900      .0000 
     .99     5.00      .50    16.0004      .9900      .0033 
     .99     5.00     1.00    51.2024      .9900      .0005 
     .99     5.00     2.00   524.3365      .9900      .0000 
     .99     5.00     5.00 563080.163      .9900      .0000 
])

RANDIST_CHECK([normal], [u s], [cdf pdf], [dnl
       P        u        s          x        cdf        pdf 
     .01   -10.00      .50   -11.1632      .0100      .0533 
     .01   -10.00     1.00   -12.3263      .0100      .0267 
     .01   -10.00     2.00   -14.6527      .0100      .0133 
     .01   -10.00     5.00   -21.6317      .0100      .0053 
     .01    -5.00      .50    -6.1632      .0100      .0533 
     .01    -5.00     1.00    -7.3263      .0100      .0267 
     .01    -5.00     2.00    -9.6527      .0100      .0133 
     .01    -5.00     5.00   -16.6317      .0100      .0053 
     .01      .00      .50    -1.1632      .0100      .0533 
     .01      .00     1.00    -2.3263      .0100      .0267 
     .01      .00     2.00    -4.6527      .0100      .0133 
     .01      .00     5.00   -11.6317      .0100      .0053 
     .01     5.00      .50     3.8368      .0100      .0533 
     .01     5.00     1.00     2.6737      .0100      .0267 
     .01     5.00     2.00      .3473      .0100      .0133 
     .01     5.00     5.00    -6.6317      .0100      .0053 
     .01    10.00      .50     8.8368      .0100      .0533 
     .01    10.00     1.00     7.6737      .0100      .0267 
     .01    10.00     2.00     5.3473      .0100      .0133 
     .01    10.00     5.00    -1.6317      .0100      .0053 
     .10   -10.00      .50   -10.6408      .1000      .3510 
     .10   -10.00     1.00   -11.2816      .1000      .1755 
     .10   -10.00     2.00   -12.5631      .1000      .0877 
     .10   -10.00     5.00   -16.4078      .1000      .0351 
     .10    -5.00      .50    -5.6408      .1000      .3510 
     .10    -5.00     1.00    -6.2816      .1000      .1755 
     .10    -5.00     2.00    -7.5631      .1000      .0877 
     .10    -5.00     5.00   -11.4078      .1000      .0351 
     .10      .00      .50     -.6408      .1000      .3510 
     .10      .00     1.00    -1.2816      .1000      .1755 
     .10      .00     2.00    -2.5631      .1000      .0877 
     .10      .00     5.00    -6.4078      .1000      .0351 
     .10     5.00      .50     4.3592      .1000      .3510 
     .10     5.00     1.00     3.7184      .1000      .1755 
     .10     5.00     2.00     2.4369      .1000      .0877 
     .10     5.00     5.00    -1.4078      .1000      .0351 
     .10    10.00      .50     9.3592      .1000      .3510 
     .10    10.00     1.00     8.7184      .1000      .1755 
     .10    10.00     2.00     7.4369      .1000      .0877 
     .10    10.00     5.00     3.5922      .1000      .0351 
     .20   -10.00      .50   -10.4208      .2000      .5599 
     .20   -10.00     1.00   -10.8416      .2000      .2800 
     .20   -10.00     2.00   -11.6832      .2000      .1400 
     .20   -10.00     5.00   -14.2081      .2000      .0560 
     .20    -5.00      .50    -5.4208      .2000      .5599 
     .20    -5.00     1.00    -5.8416      .2000      .2800 
     .20    -5.00     2.00    -6.6832      .2000      .1400 
     .20    -5.00     5.00    -9.2081      .2000      .0560 
     .20      .00      .50     -.4208      .2000      .5599 
     .20      .00     1.00     -.8416      .2000      .2800 
     .20      .00     2.00    -1.6832      .2000      .1400 
     .20      .00     5.00    -4.2081      .2000      .0560 
     .20     5.00      .50     4.5792      .2000      .5599 
     .20     5.00     1.00     4.1584      .2000      .2800 
     .20     5.00     2.00     3.3168      .2000      .1400 
     .20     5.00     5.00      .7919      .2000      .0560 
     .20    10.00      .50     9.5792      .2000      .5599 
     .20    10.00     1.00     9.1584      .2000      .2800 
     .20    10.00     2.00     8.3168      .2000      .1400 
     .20    10.00     5.00     5.7919      .2000      .0560 
     .30   -10.00      .50   -10.2622      .3000      .6954 
     .30   -10.00     1.00   -10.5244      .3000      .3477 
     .30   -10.00     2.00   -11.0488      .3000      .1738 
     .30   -10.00     5.00   -12.6220      .3000      .0695 
     .30    -5.00      .50    -5.2622      .3000      .6954 
     .30    -5.00     1.00    -5.5244      .3000      .3477 
     .30    -5.00     2.00    -6.0488      .3000      .1738 
     .30    -5.00     5.00    -7.6220      .3000      .0695 
     .30      .00      .50     -.2622      .3000      .6954 
     .30      .00     1.00     -.5244      .3000      .3477 
     .30      .00     2.00    -1.0488      .3000      .1738 
     .30      .00     5.00    -2.6220      .3000      .0695 
     .30     5.00      .50     4.7378      .3000      .6954 
     .30     5.00     1.00     4.4756      .3000      .3477 
     .30     5.00     2.00     3.9512      .3000      .1738 
     .30     5.00     5.00     2.3780      .3000      .0695 
     .30    10.00      .50     9.7378      .3000      .6954 
     .30    10.00     1.00     9.4756      .3000      .3477 
     .30    10.00     2.00     8.9512      .3000      .1738 
     .30    10.00     5.00     7.3780      .3000      .0695 
     .40   -10.00      .50   -10.1267      .4000      .7727 
     .40   -10.00     1.00   -10.2533      .4000      .3863 
     .40   -10.00     2.00   -10.5067      .4000      .1932 
     .40   -10.00     5.00   -11.2667      .4000      .0773 
     .40    -5.00      .50    -5.1267      .4000      .7727 
     .40    -5.00     1.00    -5.2533      .4000      .3863 
     .40    -5.00     2.00    -5.5067      .4000      .1932 
     .40    -5.00     5.00    -6.2667      .4000      .0773 
     .40      .00      .50     -.1267      .4000      .7727 
     .40      .00     1.00     -.2533      .4000      .3863 
     .40      .00     2.00     -.5067      .4000      .1932 
     .40      .00     5.00    -1.2667      .4000      .0773 
     .40     5.00      .50     4.8733      .4000      .7727 
     .40     5.00     1.00     4.7467      .4000      .3863 
     .40     5.00     2.00     4.4933      .4000      .1932 
     .40     5.00     5.00     3.7333      .4000      .0773 
     .40    10.00      .50     9.8733      .4000      .7727 
     .40    10.00     1.00     9.7467      .4000      .3863 
     .40    10.00     2.00     9.4933      .4000      .1932 
     .40    10.00     5.00     8.7333      .4000      .0773 
     .50   -10.00      .50   -10.0000      .5000      .7979 
     .50   -10.00     1.00   -10.0000      .5000      .3989 
     .50   -10.00     2.00   -10.0000      .5000      .1995 
     .50   -10.00     5.00   -10.0000      .5000      .0798 
     .50    -5.00      .50    -5.0000      .5000      .7979 
     .50    -5.00     1.00    -5.0000      .5000      .3989 
     .50    -5.00     2.00    -5.0000      .5000      .1995 
     .50    -5.00     5.00    -5.0000      .5000      .0798 
     .50      .00      .50      .0000      .5000      .7979 
     .50      .00     1.00      .0000      .5000      .3989 
     .50      .00     2.00      .0000      .5000      .1995 
     .50      .00     5.00      .0000      .5000      .0798 
     .50     5.00      .50     5.0000      .5000      .7979 
     .50     5.00     1.00     5.0000      .5000      .3989 
     .50     5.00     2.00     5.0000      .5000      .1995 
     .50     5.00     5.00     5.0000      .5000      .0798 
     .50    10.00      .50    10.0000      .5000      .7979 
     .50    10.00     1.00    10.0000      .5000      .3989 
     .50    10.00     2.00    10.0000      .5000      .1995 
     .50    10.00     5.00    10.0000      .5000      .0798 
     .60   -10.00      .50    -9.8733      .6000      .7727 
     .60   -10.00     1.00    -9.7467      .6000      .3863 
     .60   -10.00     2.00    -9.4933      .6000      .1932 
     .60   -10.00     5.00    -8.7333      .6000      .0773 
     .60    -5.00      .50    -4.8733      .6000      .7727 
     .60    -5.00     1.00    -4.7467      .6000      .3863 
     .60    -5.00     2.00    -4.4933      .6000      .1932 
     .60    -5.00     5.00    -3.7333      .6000      .0773 
     .60      .00      .50      .1267      .6000      .7727 
     .60      .00     1.00      .2533      .6000      .3863 
     .60      .00     2.00      .5067      .6000      .1932 
     .60      .00     5.00     1.2667      .6000      .0773 
     .60     5.00      .50     5.1267      .6000      .7727 
     .60     5.00     1.00     5.2533      .6000      .3863 
     .60     5.00     2.00     5.5067      .6000      .1932 
     .60     5.00     5.00     6.2667      .6000      .0773 
     .60    10.00      .50    10.1267      .6000      .7727 
     .60    10.00     1.00    10.2533      .6000      .3863 
     .60    10.00     2.00    10.5067      .6000      .1932 
     .60    10.00     5.00    11.2667      .6000      .0773 
     .70   -10.00      .50    -9.7378      .7000      .6954 
     .70   -10.00     1.00    -9.4756      .7000      .3477 
     .70   -10.00     2.00    -8.9512      .7000      .1738 
     .70   -10.00     5.00    -7.3780      .7000      .0695 
     .70    -5.00      .50    -4.7378      .7000      .6954 
     .70    -5.00     1.00    -4.4756      .7000      .3477 
     .70    -5.00     2.00    -3.9512      .7000      .1738 
     .70    -5.00     5.00    -2.3780      .7000      .0695 
     .70      .00      .50      .2622      .7000      .6954 
     .70      .00     1.00      .5244      .7000      .3477 
     .70      .00     2.00     1.0488      .7000      .1738 
     .70      .00     5.00     2.6220      .7000      .0695 
     .70     5.00      .50     5.2622      .7000      .6954 
     .70     5.00     1.00     5.5244      .7000      .3477 
     .70     5.00     2.00     6.0488      .7000      .1738 
     .70     5.00     5.00     7.6220      .7000      .0695 
     .70    10.00      .50    10.2622      .7000      .6954 
     .70    10.00     1.00    10.5244      .7000      .3477 
     .70    10.00     2.00    11.0488      .7000      .1738 
     .70    10.00     5.00    12.6220      .7000      .0695 
     .80   -10.00      .50    -9.5792      .8000      .5599 
     .80   -10.00     1.00    -9.1584      .8000      .2800 
     .80   -10.00     2.00    -8.3168      .8000      .1400 
     .80   -10.00     5.00    -5.7919      .8000      .0560 
     .80    -5.00      .50    -4.5792      .8000      .5599 
     .80    -5.00     1.00    -4.1584      .8000      .2800 
     .80    -5.00     2.00    -3.3168      .8000      .1400 
     .80    -5.00     5.00     -.7919      .8000      .0560 
     .80      .00      .50      .4208      .8000      .5599 
     .80      .00     1.00      .8416      .8000      .2800 
     .80      .00     2.00     1.6832      .8000      .1400 
     .80      .00     5.00     4.2081      .8000      .0560 
     .80     5.00      .50     5.4208      .8000      .5599 
     .80     5.00     1.00     5.8416      .8000      .2800 
     .80     5.00     2.00     6.6832      .8000      .1400 
     .80     5.00     5.00     9.2081      .8000      .0560 
     .80    10.00      .50    10.4208      .8000      .5599 
     .80    10.00     1.00    10.8416      .8000      .2800 
     .80    10.00     2.00    11.6832      .8000      .1400 
     .80    10.00     5.00    14.2081      .8000      .0560 
     .90   -10.00      .50    -9.3592      .9000      .3510 
     .90   -10.00     1.00    -8.7184      .9000      .1755 
     .90   -10.00     2.00    -7.4369      .9000      .0877 
     .90   -10.00     5.00    -3.5922      .9000      .0351 
     .90    -5.00      .50    -4.3592      .9000      .3510 
     .90    -5.00     1.00    -3.7184      .9000      .1755 
     .90    -5.00     2.00    -2.4369      .9000      .0877 
     .90    -5.00     5.00     1.4078      .9000      .0351 
     .90      .00      .50      .6408      .9000      .3510 
     .90      .00     1.00     1.2816      .9000      .1755 
     .90      .00     2.00     2.5631      .9000      .0877 
     .90      .00     5.00     6.4078      .9000      .0351 
     .90     5.00      .50     5.6408      .9000      .3510 
     .90     5.00     1.00     6.2816      .9000      .1755 
     .90     5.00     2.00     7.5631      .9000      .0877 
     .90     5.00     5.00    11.4078      .9000      .0351 
     .90    10.00      .50    10.6408      .9000      .3510 
     .90    10.00     1.00    11.2816      .9000      .1755 
     .90    10.00     2.00    12.5631      .9000      .0877 
     .90    10.00     5.00    16.4078      .9000      .0351 
     .99   -10.00      .50    -8.8368      .9900      .0533 
     .99   -10.00     1.00    -7.6737      .9900      .0267 
     .99   -10.00     2.00    -5.3473      .9900      .0133 
     .99   -10.00     5.00     1.6317      .9900      .0053 
     .99    -5.00      .50    -3.8368      .9900      .0533 
     .99    -5.00     1.00    -2.6737      .9900      .0267 
     .99    -5.00     2.00     -.3473      .9900      .0133 
     .99    -5.00     5.00     6.6317      .9900      .0053 
     .99      .00      .50     1.1632      .9900      .0533 
     .99      .00     1.00     2.3263      .9900      .0267 
     .99      .00     2.00     4.6527      .9900      .0133 
     .99      .00     5.00    11.6317      .9900      .0053 
     .99     5.00      .50     6.1632      .9900      .0533 
     .99     5.00     1.00     7.3263      .9900      .0267 
     .99     5.00     2.00     9.6527      .9900      .0133 
     .99     5.00     5.00    16.6317      .9900      .0053 
     .99    10.00      .50    11.1632      .9900      .0533 
     .99    10.00     1.00    12.3263      .9900      .0267 
     .99    10.00     2.00    14.6527      .9900      .0133 
     .99    10.00     5.00    21.6317      .9900      .0053 
])

RANDIST_CHECK([pareto], [a b], [cdf pdf], [dnl
       P        a        b          x        cdf        pdf 
     .01     1.00     1.00     1.0101      .0100      .9801 
     .01     1.00     2.00     1.0050      .0100     1.9701 
     .01     1.00     5.00     1.0020      .0100     4.9401 
     .01     1.00    10.00     1.0010      .0100     9.8901 
     .01     5.00     1.00     5.0505      .0100      .1960 
     .01     5.00     2.00     5.0252      .0100      .3940 
     .01     5.00     5.00     5.0101      .0100      .9880 
     .01     5.00    10.00     5.0050      .0100     1.9780 
     .01    10.00     1.00    10.1010      .0100      .0980 
     .01    10.00     2.00    10.0504      .0100      .1970 
     .01    10.00     5.00    10.0201      .0100      .4940 
     .01    10.00    10.00    10.0101      .0100      .9890 
     .10     1.00     1.00     1.1111      .1000      .8100 
     .10     1.00     2.00     1.0541      .1000     1.7076 
     .10     1.00     5.00     1.0213      .1000     4.4062 
     .10     1.00    10.00     1.0106      .1000     8.9057 
     .10     5.00     1.00     5.5556      .1000      .1620 
     .10     5.00     2.00     5.2705      .1000      .3415 
     .10     5.00     5.00     5.1065      .1000      .8812 
     .10     5.00    10.00     5.0530      .1000     1.7811 
     .10    10.00     1.00    11.1111      .1000      .0810 
     .10    10.00     2.00    10.5409      .1000      .1708 
     .10    10.00     5.00    10.2130      .1000      .4406 
     .10    10.00    10.00    10.1059      .1000      .8906 
     .20     1.00     1.00     1.2500      .2000      .6400 
     .20     1.00     2.00     1.1180      .2000     1.4311 
     .20     1.00     5.00     1.0456      .2000     3.8254 
     .20     1.00    10.00     1.0226      .2000     7.8235 
     .20     5.00     1.00     6.2500      .2000      .1280 
     .20     5.00     2.00     5.5902      .2000      .2862 
     .20     5.00     5.00     5.2282      .2000      .7651 
     .20     5.00    10.00     5.1128      .2000     1.5647 
     .20    10.00     1.00    12.5000      .2000      .0640 
     .20    10.00     2.00    11.1803      .2000      .1431 
     .20    10.00     5.00    10.4564      .2000      .3825 
     .20    10.00    10.00    10.2257      .2000      .7823 
     .30     1.00     1.00     1.4286      .3000      .4900 
     .30     1.00     2.00     1.1952      .3000     1.1713 
     .30     1.00     5.00     1.0739      .3000     3.2590 
     .30     1.00    10.00     1.0363      .3000     6.7547 
     .30     5.00     1.00     7.1429      .3000      .0980 
     .30     5.00     2.00     5.9761      .3000      .2343 
     .30     5.00     5.00     5.3697      .3000      .6518 
     .30     5.00    10.00     5.1816      .3000     1.3509 
     .30    10.00     1.00    14.2857      .3000      .0490 
     .30    10.00     2.00    11.9523      .3000      .1171 
     .30    10.00     5.00    10.7394      .3000      .3259 
     .30    10.00    10.00    10.3631      .3000      .6755 
     .40     1.00     1.00     1.6667      .4000      .3600 
     .40     1.00     2.00     1.2910      .4000      .9295 
     .40     1.00     5.00     1.1076      .4000     2.7086 
     .40     1.00    10.00     1.0524      .4000     5.7012 
     .40     5.00     1.00     8.3333      .4000      .0720 
     .40     5.00     2.00     6.4550      .4000      .1859 
     .40     5.00     5.00     5.5378      .4000      .5417 
     .40     5.00    10.00     5.2620      .4000     1.1402 
     .40    10.00     1.00    16.6667      .4000      .0360 
     .40    10.00     2.00    12.9099      .4000      .0930 
     .40    10.00     5.00    11.0757      .4000      .2709 
     .40    10.00    10.00    10.5241      .4000      .5701 
     .50     1.00     1.00     2.0000      .5000      .2500 
     .50     1.00     2.00     1.4142      .5000      .7071 
     .50     1.00     5.00     1.1487      .5000     2.1764 
     .50     1.00    10.00     1.0718      .5000     4.6652 
     .50     5.00     1.00    10.0000      .5000      .0500 
     .50     5.00     2.00     7.0711      .5000      .1414 
     .50     5.00     5.00     5.7435      .5000      .4353 
     .50     5.00    10.00     5.3589      .5000      .9330 
     .50    10.00     1.00    20.0000      .5000      .0250 
     .50    10.00     2.00    14.1421      .5000      .0707 
     .50    10.00     5.00    11.4870      .5000      .2176 
     .50    10.00    10.00    10.7177      .5000      .4665 
     .60     1.00     1.00     2.5000      .6000      .1600 
     .60     1.00     2.00     1.5811      .6000      .5060 
     .60     1.00     5.00     1.2011      .6000     1.6651 
     .60     1.00    10.00     1.0960      .6000     3.6498 
     .60     5.00     1.00    12.5000      .6000      .0320 
     .60     5.00     2.00     7.9057      .6000      .1012 
     .60     5.00     5.00     6.0056      .6000      .3330 
     .60     5.00    10.00     5.4798      .6000      .7300 
     .60    10.00     1.00    25.0000      .6000      .0160 
     .60    10.00     2.00    15.8114      .6000      .0506 
     .60    10.00     5.00    12.0112      .6000      .1665 
     .60    10.00    10.00    10.9596      .6000      .3650 
     .70     1.00     1.00     3.3333      .7000      .0900 
     .70     1.00     2.00     1.8257      .7000      .3286 
     .70     1.00     5.00     1.2723      .7000     1.1790 
     .70     1.00    10.00     1.1279      .7000     2.6597 
     .70     5.00     1.00    16.6667      .7000      .0180 
     .70     5.00     2.00     9.1287      .7000      .0657 
     .70     5.00     5.00     6.3613      .7000      .2358 
     .70     5.00    10.00     5.6397      .7000      .5319 
     .70    10.00     1.00    33.3333      .7000      .0090 
     .70    10.00     2.00    18.2574      .7000      .0329 
     .70    10.00     5.00    12.7226      .7000      .1179 
     .70    10.00    10.00    11.2794      .7000      .2660 
     .80     1.00     1.00     5.0000      .8000      .0400 
     .80     1.00     2.00     2.2361      .8000      .1789 
     .80     1.00     5.00     1.3797      .8000      .7248 
     .80     1.00    10.00     1.1746      .8000     1.7027 
     .80     5.00     1.00    25.0000      .8000      .0080 
     .80     5.00     2.00    11.1803      .8000      .0358 
     .80     5.00     5.00     6.8986      .8000      .1450 
     .80     5.00    10.00     5.8731      .8000      .3405 
     .80    10.00     1.00    50.0000      .8000      .0040 
     .80    10.00     2.00    22.3607      .8000      .0179 
     .80    10.00     5.00    13.7973      .8000      .0725 
     .80    10.00    10.00    11.7462      .8000      .1703 
     .90     1.00     1.00    10.0000      .9000      .0100 
     .90     1.00     2.00     3.1623      .9000      .0632 
     .90     1.00     5.00     1.5849      .9000      .3155 
     .90     1.00    10.00     1.2589      .9000      .7943 
     .90     5.00     1.00    50.0000      .9000      .0020 
     .90     5.00     2.00    15.8114      .9000      .0126 
     .90     5.00     5.00     7.9245      .9000      .0631 
     .90     5.00    10.00     6.2946      .9000      .1589 
     .90    10.00     1.00   100.0000      .9000      .0010 
     .90    10.00     2.00    31.6228      .9000      .0063 
     .90    10.00     5.00    15.8489      .9000      .0315 
     .90    10.00    10.00    12.5893      .9000      .0794 
     .99     1.00     1.00   100.0000      .9900      .0001 
     .99     1.00     2.00    10.0000      .9900      .0020 
     .99     1.00     5.00     2.5119      .9900      .0199 
     .99     1.00    10.00     1.5849      .9900      .0631 
     .99     5.00     1.00   500.0000      .9900      .0000 
     .99     5.00     2.00    50.0000      .9900      .0004 
     .99     5.00     5.00    12.5594      .9900      .0040 
     .99     5.00    10.00     7.9245      .9900      .0126 
     .99    10.00     1.00  1000.0000      .9900      .0000 
     .99    10.00     2.00   100.0000      .9900      .0002 
     .99    10.00     5.00    25.1189      .9900      .0020 
     .99    10.00    10.00    15.8489      .9900      .0063 
])

RANDIST_CHECK([t], [df], [cdf pdf], [dnl
       P       df          x        cdf        pdf 
     .01     1.00   -31.8205      .0100      .0003 
     .01     2.00    -6.9646      .0100      .0028 
     .01     3.00    -4.5407      .0100      .0059 
     .01     4.00    -3.7469      .0100      .0087 
     .01     5.00    -3.3649      .0100      .0109 
     .01    10.00    -2.7638      .0100      .0172 
     .01    30.00    -2.4573      .0100      .0231 
     .01   100.00    -2.3642      .0100      .0255 
     .10     1.00    -3.0777      .1000      .0304 
     .10     2.00    -1.8856      .1000      .0764 
     .10     3.00    -1.6377      .1000      .1025 
     .10     4.00    -1.5332      .1000      .1181 
     .10     5.00    -1.4759      .1000      .1283 
     .10    10.00    -1.3722      .1000      .1507 
     .10    30.00    -1.3104      .1000      .1670 
     .10   100.00    -1.2901      .1000      .1729 
     .20     1.00    -1.3764      .2000      .1100 
     .20     2.00    -1.0607      .2000      .1810 
     .20     3.00     -.9785      .2000      .2112 
     .20     4.00     -.9410      .2000      .2275 
     .20     5.00     -.9195      .2000      .2376 
     .20    10.00     -.8791      .2000      .2584 
     .20    30.00     -.8538      .2000      .2727 
     .20   100.00     -.8452      .2000      .2778 
     .30     1.00     -.7265      .3000      .2083 
     .30     2.00     -.6172      .3000      .2722 
     .30     3.00     -.5844      .3000      .2963 
     .30     4.00     -.5686      .3000      .3088 
     .30     5.00     -.5594      .3000      .3164 
     .30    10.00     -.5415      .3000      .3319 
     .30    30.00     -.5300      .3000      .3424 
     .30   100.00     -.5261      .3000      .3461 
     .40     1.00     -.3249      .4000      .2879 
     .40     2.00     -.2887      .4000      .3326 
     .40     3.00     -.2767      .4000      .3495 
     .40     4.00     -.2707      .4000      .3584 
     .40     5.00     -.2672      .4000      .3638 
     .40    10.00     -.2602      .4000      .3749 
     .40    30.00     -.2556      .4000      .3825 
     .40   100.00     -.2540      .4000      .3852 
     .50     1.00      .0000      .5000      .3183 
     .50     2.00      .0000      .5000      .3536 
     .50     3.00      .0000      .5000      .3676 
     .50     4.00      .0000      .5000      .3750 
     .50     5.00      .0000      .5000      .3796 
     .50    10.00      .0000      .5000      .3891 
     .50    30.00      .0000      .5000      .3956 
     .50   100.00      .0000      .5000      .3979 
     .60     1.00      .3249      .6000      .2879 
     .60     2.00      .2887      .6000      .3326 
     .60     3.00      .2767      .6000      .3495 
     .60     4.00      .2707      .6000      .3584 
     .60     5.00      .2672      .6000      .3638 
     .60    10.00      .2602      .6000      .3749 
     .60    30.00      .2556      .6000      .3825 
     .60   100.00      .2540      .6000      .3852 
     .70     1.00      .7265      .7000      .2083 
     .70     2.00      .6172      .7000      .2722 
     .70     3.00      .5844      .7000      .2963 
     .70     4.00      .5686      .7000      .3088 
     .70     5.00      .5594      .7000      .3164 
     .70    10.00      .5415      .7000      .3319 
     .70    30.00      .5300      .7000      .3424 
     .70   100.00      .5261      .7000      .3461 
     .80     1.00     1.3764      .8000      .1100 
     .80     2.00     1.0607      .8000      .1810 
     .80     3.00      .9785      .8000      .2112 
     .80     4.00      .9410      .8000      .2275 
     .80     5.00      .9195      .8000      .2376 
     .80    10.00      .8791      .8000      .2584 
     .80    30.00      .8538      .8000      .2727 
     .80   100.00      .8452      .8000      .2778 
     .90     1.00     3.0777      .9000      .0304 
     .90     2.00     1.8856      .9000      .0764 
     .90     3.00     1.6377      .9000      .1025 
     .90     4.00     1.5332      .9000      .1181 
     .90     5.00     1.4759      .9000      .1283 
     .90    10.00     1.3722      .9000      .1507 
     .90    30.00     1.3104      .9000      .1670 
     .90   100.00     1.2901      .9000      .1729 
     .99     1.00    31.8205      .9900      .0003 
     .99     2.00     6.9646      .9900      .0028 
     .99     3.00     4.5407      .9900      .0059 
     .99     4.00     3.7469      .9900      .0087 
     .99     5.00     3.3649      .9900      .0109 
     .99    10.00     2.7638      .9900      .0172 
     .99    30.00     2.4573      .9900      .0231 
     .99   100.00     2.3642      .9900      .0255 
])

RANDIST_CHECK([uniform], [a b], [cdf pdf], [dnl
       P        a        b          x        cdf        pdf 
     .01   -10.00    40.00    -9.5000      .0100      .0200 
     .01   -10.00    41.00    -9.4900      .0100      .0196 
     .01   -10.00    45.00    -9.4500      .0100      .0182 
     .01   -10.00    50.00    -9.4000      .0100      .0167 
     .01      .00    40.00      .4000      .0100      .0250 
     .01      .00    41.00      .4100      .0100      .0244 
     .01      .00    45.00      .4500      .0100      .0222 
     .01      .00    50.00      .5000      .0100      .0200 
     .01    20.00    40.00    20.2000      .0100      .0500 
     .01    20.00    41.00    20.2100      .0100      .0476 
     .01    20.00    45.00    20.2500      .0100      .0400 
     .01    20.00    50.00    20.3000      .0100      .0333 
     .01    30.00    40.00    30.1000      .0100      .1000 
     .01    30.00    41.00    30.1100      .0100      .0909 
     .01    30.00    45.00    30.1500      .0100      .0667 
     .01    30.00    50.00    30.2000      .0100      .0500 
     .10   -10.00    40.00    -5.0000      .1000      .0200 
     .10   -10.00    41.00    -4.9000      .1000      .0196 
     .10   -10.00    45.00    -4.5000      .1000      .0182 
     .10   -10.00    50.00    -4.0000      .1000      .0167 
     .10      .00    40.00     4.0000      .1000      .0250 
     .10      .00    41.00     4.1000      .1000      .0244 
     .10      .00    45.00     4.5000      .1000      .0222 
     .10      .00    50.00     5.0000      .1000      .0200 
     .10    20.00    40.00    22.0000      .1000      .0500 
     .10    20.00    41.00    22.1000      .1000      .0476 
     .10    20.00    45.00    22.5000      .1000      .0400 
     .10    20.00    50.00    23.0000      .1000      .0333 
     .10    30.00    40.00    31.0000      .1000      .1000 
     .10    30.00    41.00    31.1000      .1000      .0909 
     .10    30.00    45.00    31.5000      .1000      .0667 
     .10    30.00    50.00    32.0000      .1000      .0500 
     .20   -10.00    40.00      .0000      .2000      .0200 
     .20   -10.00    41.00      .2000      .2000      .0196 
     .20   -10.00    45.00     1.0000      .2000      .0182 
     .20   -10.00    50.00     2.0000      .2000      .0167 
     .20      .00    40.00     8.0000      .2000      .0250 
     .20      .00    41.00     8.2000      .2000      .0244 
     .20      .00    45.00     9.0000      .2000      .0222 
     .20      .00    50.00    10.0000      .2000      .0200 
     .20    20.00    40.00    24.0000      .2000      .0500 
     .20    20.00    41.00    24.2000      .2000      .0476 
     .20    20.00    45.00    25.0000      .2000      .0400 
     .20    20.00    50.00    26.0000      .2000      .0333 
     .20    30.00    40.00    32.0000      .2000      .1000 
     .20    30.00    41.00    32.2000      .2000      .0909 
     .20    30.00    45.00    33.0000      .2000      .0667 
     .20    30.00    50.00    34.0000      .2000      .0500 
     .30   -10.00    40.00     5.0000      .3000      .0200 
     .30   -10.00    41.00     5.3000      .3000      .0196 
     .30   -10.00    45.00     6.5000      .3000      .0182 
     .30   -10.00    50.00     8.0000      .3000      .0167 
     .30      .00    40.00    12.0000      .3000      .0250 
     .30      .00    41.00    12.3000      .3000      .0244 
     .30      .00    45.00    13.5000      .3000      .0222 
     .30      .00    50.00    15.0000      .3000      .0200 
     .30    20.00    40.00    26.0000      .3000      .0500 
     .30    20.00    41.00    26.3000      .3000      .0476 
     .30    20.00    45.00    27.5000      .3000      .0400 
     .30    20.00    50.00    29.0000      .3000      .0333 
     .30    30.00    40.00    33.0000      .3000      .1000 
     .30    30.00    41.00    33.3000      .3000      .0909 
     .30    30.00    45.00    34.5000      .3000      .0667 
     .30    30.00    50.00    36.0000      .3000      .0500 
     .40   -10.00    40.00    10.0000      .4000      .0200 
     .40   -10.00    41.00    10.4000      .4000      .0196 
     .40   -10.00    45.00    12.0000      .4000      .0182 
     .40   -10.00    50.00    14.0000      .4000      .0167 
     .40      .00    40.00    16.0000      .4000      .0250 
     .40      .00    41.00    16.4000      .4000      .0244 
     .40      .00    45.00    18.0000      .4000      .0222 
     .40      .00    50.00    20.0000      .4000      .0200 
     .40    20.00    40.00    28.0000      .4000      .0500 
     .40    20.00    41.00    28.4000      .4000      .0476 
     .40    20.00    45.00    30.0000      .4000      .0400 
     .40    20.00    50.00    32.0000      .4000      .0333 
     .40    30.00    40.00    34.0000      .4000      .1000 
     .40    30.00    41.00    34.4000      .4000      .0909 
     .40    30.00    45.00    36.0000      .4000      .0667 
     .40    30.00    50.00    38.0000      .4000      .0500 
     .50   -10.00    40.00    15.0000      .5000      .0200 
     .50   -10.00    41.00    15.5000      .5000      .0196 
     .50   -10.00    45.00    17.5000      .5000      .0182 
     .50   -10.00    50.00    20.0000      .5000      .0167 
     .50      .00    40.00    20.0000      .5000      .0250 
     .50      .00    41.00    20.5000      .5000      .0244 
     .50      .00    45.00    22.5000      .5000      .0222 
     .50      .00    50.00    25.0000      .5000      .0200 
     .50    20.00    40.00    30.0000      .5000      .0500 
     .50    20.00    41.00    30.5000      .5000      .0476 
     .50    20.00    45.00    32.5000      .5000      .0400 
     .50    20.00    50.00    35.0000      .5000      .0333 
     .50    30.00    40.00    35.0000      .5000      .1000 
     .50    30.00    41.00    35.5000      .5000      .0909 
     .50    30.00    45.00    37.5000      .5000      .0667 
     .50    30.00    50.00    40.0000      .5000      .0500 
     .60   -10.00    40.00    20.0000      .6000      .0200 
     .60   -10.00    41.00    20.6000      .6000      .0196 
     .60   -10.00    45.00    23.0000      .6000      .0182 
     .60   -10.00    50.00    26.0000      .6000      .0167 
     .60      .00    40.00    24.0000      .6000      .0250 
     .60      .00    41.00    24.6000      .6000      .0244 
     .60      .00    45.00    27.0000      .6000      .0222 
     .60      .00    50.00    30.0000      .6000      .0200 
     .60    20.00    40.00    32.0000      .6000      .0500 
     .60    20.00    41.00    32.6000      .6000      .0476 
     .60    20.00    45.00    35.0000      .6000      .0400 
     .60    20.00    50.00    38.0000      .6000      .0333 
     .60    30.00    40.00    36.0000      .6000      .1000 
     .60    30.00    41.00    36.6000      .6000      .0909 
     .60    30.00    45.00    39.0000      .6000      .0667 
     .60    30.00    50.00    42.0000      .6000      .0500 
     .70   -10.00    40.00    25.0000      .7000      .0200 
     .70   -10.00    41.00    25.7000      .7000      .0196 
     .70   -10.00    45.00    28.5000      .7000      .0182 
     .70   -10.00    50.00    32.0000      .7000      .0167 
     .70      .00    40.00    28.0000      .7000      .0250 
     .70      .00    41.00    28.7000      .7000      .0244 
     .70      .00    45.00    31.5000      .7000      .0222 
     .70      .00    50.00    35.0000      .7000      .0200 
     .70    20.00    40.00    34.0000      .7000      .0500 
     .70    20.00    41.00    34.7000      .7000      .0476 
     .70    20.00    45.00    37.5000      .7000      .0400 
     .70    20.00    50.00    41.0000      .7000      .0333 
     .70    30.00    40.00    37.0000      .7000      .1000 
     .70    30.00    41.00    37.7000      .7000      .0909 
     .70    30.00    45.00    40.5000      .7000      .0667 
     .70    30.00    50.00    44.0000      .7000      .0500 
     .80   -10.00    40.00    30.0000      .8000      .0200 
     .80   -10.00    41.00    30.8000      .8000      .0196 
     .80   -10.00    45.00    34.0000      .8000      .0182 
     .80   -10.00    50.00    38.0000      .8000      .0167 
     .80      .00    40.00    32.0000      .8000      .0250 
     .80      .00    41.00    32.8000      .8000      .0244 
     .80      .00    45.00    36.0000      .8000      .0222 
     .80      .00    50.00    40.0000      .8000      .0200 
     .80    20.00    40.00    36.0000      .8000      .0500 
     .80    20.00    41.00    36.8000      .8000      .0476 
     .80    20.00    45.00    40.0000      .8000      .0400 
     .80    20.00    50.00    44.0000      .8000      .0333 
     .80    30.00    40.00    38.0000      .8000      .1000 
     .80    30.00    41.00    38.8000      .8000      .0909 
     .80    30.00    45.00    42.0000      .8000      .0667 
     .80    30.00    50.00    46.0000      .8000      .0500 
     .90   -10.00    40.00    35.0000      .9000      .0200 
     .90   -10.00    41.00    35.9000      .9000      .0196 
     .90   -10.00    45.00    39.5000      .9000      .0182 
     .90   -10.00    50.00    44.0000      .9000      .0167 
     .90      .00    40.00    36.0000      .9000      .0250 
     .90      .00    41.00    36.9000      .9000      .0244 
     .90      .00    45.00    40.5000      .9000      .0222 
     .90      .00    50.00    45.0000      .9000      .0200 
     .90    20.00    40.00    38.0000      .9000      .0500 
     .90    20.00    41.00    38.9000      .9000      .0476 
     .90    20.00    45.00    42.5000      .9000      .0400 
     .90    20.00    50.00    47.0000      .9000      .0333 
     .90    30.00    40.00    39.0000      .9000      .1000 
     .90    30.00    41.00    39.9000      .9000      .0909 
     .90    30.00    45.00    43.5000      .9000      .0667 
     .90    30.00    50.00    48.0000      .9000      .0500 
     .99   -10.00    40.00    39.5000      .9900      .0200 
     .99   -10.00    41.00    40.4900      .9900      .0196 
     .99   -10.00    45.00    44.4500      .9900      .0182 
     .99   -10.00    50.00    49.4000      .9900      .0167 
     .99      .00    40.00    39.6000      .9900      .0250 
     .99      .00    41.00    40.5900      .9900      .0244 
     .99      .00    45.00    44.5500      .9900      .0222 
     .99      .00    50.00    49.5000      .9900      .0200 
     .99    20.00    40.00    39.8000      .9900      .0500 
     .99    20.00    41.00    40.7900      .9900      .0476 
     .99    20.00    45.00    44.7500      .9900      .0400 
     .99    20.00    50.00    49.7000      .9900      .0333 
     .99    30.00    40.00    39.9000      .9900      .1000 
     .99    30.00    41.00    40.8900      .9900      .0909 
     .99    30.00    45.00    44.8500      .9900      .0667 
     .99    30.00    50.00    49.8000      .9900      .0500 
])

RANDIST_CHECK([weibull], [a b], [cdf pdf], [dnl
       P        a        b          x        cdf        pdf 
     .01      .50     1.00      .0050      .0100     1.9800 
     .01      .50     2.00      .0501      .0100      .3970 
     .01      .50     4.00      .1583      .0100      .2514 
     .01      .50     8.00      .2813      .0100      .2829 
     .01     1.00     1.00      .0101      .0100      .9900 
     .01     1.00     2.00      .1003      .0100      .1985 
     .01     1.00     4.00      .3166      .0100      .1257 
     .01     1.00     8.00      .5627      .0100      .1415 
     .01     2.00     1.00      .0201      .0100      .4950 
     .01     2.00     2.00      .2005      .0100      .0992 
     .01     2.00     4.00      .6332      .0100      .0628 
     .01     2.00     8.00     1.1254      .0100      .0707 
     .01     5.00     1.00      .0503      .0100      .1980 
     .01     5.00     2.00      .5013      .0100      .0397 
     .01     5.00     4.00     1.5831      .0100      .0251 
     .01     5.00     8.00     2.8135      .0100      .0283 
     .10      .50     1.00      .0527      .1000     1.8000 
     .10      .50     2.00      .1623      .1000     1.1685 
     .10      .50     4.00      .2849      .1000     1.3315 
     .10      .50     8.00      .3774      .1000     2.0100 
     .10     1.00     1.00      .1054      .1000      .9000 
     .10     1.00     2.00      .3246      .1000      .5843 
     .10     1.00     4.00      .5697      .1000      .6657 
     .10     1.00     8.00      .7548      .1000     1.0050 
     .10     2.00     1.00      .2107      .1000      .4500 
     .10     2.00     2.00      .6492      .1000      .2921 
     .10     2.00     4.00     1.1395      .1000      .3329 
     .10     2.00     8.00     1.5096      .1000      .5025 
     .10     5.00     1.00      .5268      .1000      .1800 
     .10     5.00     2.00     1.6230      .1000      .1169 
     .10     5.00     4.00     2.8487      .1000      .1331 
     .10     5.00     8.00     3.7740      .1000      .2010 
     .20      .50     1.00      .1116      .2000     1.6000 
     .20      .50     2.00      .2362      .2000     1.5116 
     .20      .50     4.00      .3436      .2000     2.0779 
     .20      .50     8.00      .4145      .2000     3.4453 
     .20     1.00     1.00      .2231      .2000      .8000 
     .20     1.00     2.00      .4724      .2000      .7558 
     .20     1.00     4.00      .6873      .2000     1.0389 
     .20     1.00     8.00      .8290      .2000     1.7226 
     .20     2.00     1.00      .4463      .2000      .4000 
     .20     2.00     2.00      .9448      .2000      .3779 
     .20     2.00     4.00     1.3746      .2000      .5195 
     .20     2.00     8.00     1.6581      .2000      .8613 
     .20     5.00     1.00     1.1157      .2000      .1600 
     .20     5.00     2.00     2.3619      .2000      .1512 
     .20     5.00     4.00     3.4365      .2000      .2078 
     .20     5.00     8.00     4.1452      .2000      .3445 
     .30      .50     1.00      .1783      .3000     1.4000 
     .30      .50     2.00      .2986      .3000     1.6722 
     .30      .50     4.00      .3864      .3000     2.5846 
     .30      .50     8.00      .4395      .3000     4.5442 
     .30     1.00     1.00      .3567      .3000      .7000 
     .30     1.00     2.00      .5972      .3000      .8361 
     .30     1.00     4.00      .7728      .3000     1.2923 
     .30     1.00     8.00      .8791      .3000     2.2721 
     .30     2.00     1.00      .7133      .3000      .3500 
     .30     2.00     2.00     1.1944      .3000      .4181 
     .30     2.00     4.00     1.5456      .3000      .6461 
     .30     2.00     8.00     1.7582      .3000     1.1360 
     .30     5.00     1.00     1.7834      .3000      .1400 
     .30     5.00     2.00     2.9861      .3000      .1672 
     .30     5.00     4.00     3.8640      .3000      .2585 
     .30     5.00     8.00     4.3955      .3000      .4544 
     .40      .50     1.00      .2554      .4000     1.2000 
     .40      .50     2.00      .3574      .4000     1.7153 
     .40      .50     4.00      .4227      .4000     2.9003 
     .40      .50     8.00      .4597      .4000     5.3335 
     .40     1.00     1.00      .5108      .4000      .6000 
     .40     1.00     2.00      .7147      .4000      .8577 
     .40     1.00     4.00      .8454      .4000     1.4502 
     .40     1.00     8.00      .9195      .4000     2.6667 
     .40     2.00     1.00     1.0217      .4000      .3000 
     .40     2.00     2.00     1.4294      .4000      .4288 
     .40     2.00     4.00     1.6908      .4000      .7251 
     .40     2.00     8.00     1.8389      .4000     1.3334 
     .40     5.00     1.00     2.5541      .4000      .1200 
     .40     5.00     2.00     3.5736      .4000      .1715 
     .40     5.00     4.00     4.2271      .4000      .2900 
     .40     5.00     8.00     4.5973      .4000      .5333 
     .50      .50     1.00      .3466      .5000     1.0000 
     .50      .50     2.00      .4163      .5000     1.6651 
     .50      .50     4.00      .4562      .5000     3.0386 
     .50      .50     8.00      .4776      .5000     5.8051 
     .50     1.00     1.00      .6931      .5000      .5000 
     .50     1.00     2.00      .8326      .5000      .8326 
     .50     1.00     4.00      .9124      .5000     1.5193 
     .50     1.00     8.00      .9552      .5000     2.9026 
     .50     2.00     1.00     1.3863      .5000      .2500 
     .50     2.00     2.00     1.6651      .5000      .4163 
     .50     2.00     4.00     1.8249      .5000      .7597 
     .50     2.00     8.00     1.9104      .5000     1.4513 
     .50     5.00     1.00     3.4657      .5000      .1000 
     .50     5.00     2.00     4.1628      .5000      .1665 
     .50     5.00     4.00     4.5622      .5000      .3039 
     .50     5.00     8.00     4.7761      .5000      .5805 
     .60      .50     1.00      .4581      .6000      .8000 
     .60      .50     2.00      .4786      .6000     1.5316 
     .60      .50     4.00      .4892      .6000     2.9969 
     .60      .50     8.00      .4946      .6000     5.9287 
     .60     1.00     1.00      .9163      .6000      .4000 
     .60     1.00     2.00      .9572      .6000      .7658 
     .60     1.00     4.00      .9784      .6000     1.4985 
     .60     1.00     8.00      .9891      .6000     2.9643 
     .60     2.00     1.00     1.8326      .6000      .2000 
     .60     2.00     2.00     1.9145      .6000      .3829 
     .60     2.00     4.00     1.9568      .6000      .7492 
     .60     2.00     8.00     1.9783      .6000     1.4822 
     .60     5.00     1.00     4.5815      .6000      .0800 
     .60     5.00     2.00     4.7862      .6000      .1532 
     .60     5.00     4.00     4.8919      .6000      .2997 
     .60     5.00     8.00     4.9457      .6000      .5929 
     .70      .50     1.00      .6020      .7000      .6000 
     .70      .50     2.00      .5486      .7000     1.3167 
     .70      .50     4.00      .5238      .7000     2.7585 
     .70      .50     8.00      .5117      .7000     5.6465 
     .70     1.00     1.00     1.2040      .7000      .3000 
     .70     1.00     2.00     1.0973      .7000      .6584 
     .70     1.00     4.00     1.0475      .7000     1.3793 
     .70     1.00     8.00     1.0235      .7000     2.8233 
     .70     2.00     1.00     2.4079      .7000      .1500 
     .70     2.00     2.00     2.1945      .7000      .3292 
     .70     2.00     4.00     2.0950      .7000      .6896 
     .70     2.00     8.00     2.0469      .7000     1.4116 
     .70     5.00     1.00     6.0199      .7000      .0600 
     .70     5.00     2.00     5.4863      .7000      .1317 
     .70     5.00     4.00     5.2375      .7000      .2759 
     .70     5.00     8.00     5.1174      .7000      .5647 
     .80      .50     1.00      .8047      .8000      .4000 
     .80      .50     2.00      .6343      .8000     1.0149 
     .80      .50     4.00      .5632      .8000     2.2863 
     .80      .50     8.00      .5306      .8000     4.8528 
     .80     1.00     1.00     1.6094      .8000      .2000 
     .80     1.00     2.00     1.2686      .8000      .5075 
     .80     1.00     4.00     1.1263      .8000     1.1431 
     .80     1.00     8.00     1.0613      .8000     2.4264 
     .80     2.00     1.00     3.2189      .8000      .1000 
     .80     2.00     2.00     2.5373      .8000      .2537 
     .80     2.00     4.00     2.2527      .8000      .5716 
     .80     2.00     8.00     2.1226      .8000     1.2132 
     .80     5.00     1.00     8.0472      .8000      .0400 
     .80     5.00     2.00     6.3432      .8000      .1015 
     .80     5.00     4.00     5.6317      .8000      .2286 
     .80     5.00     8.00     5.3065      .8000      .4853 
     .90      .50     1.00     1.1513      .9000      .2000 
     .90      .50     2.00      .7587      .9000      .6070 
     .90      .50     4.00      .6159      .9000     1.4954 
     .90      .50     8.00      .5549      .9000     3.3194 
     .90     1.00     1.00     2.3026      .9000      .1000 
     .90     1.00     2.00     1.5174      .9000      .3035 
     .90     1.00     4.00     1.2318      .9000      .7477 
     .90     1.00     8.00     1.1099      .9000     1.6597 
     .90     2.00     1.00     4.6052      .9000      .0500 
     .90     2.00     2.00     3.0349      .9000      .1517 
     .90     2.00     4.00     2.4637      .9000      .3738 
     .90     2.00     8.00     2.2198      .9000      .8298 
     .90     5.00     1.00    11.5129      .9000      .0200 
     .90     5.00     2.00     7.5871      .9000      .0607 
     .90     5.00     4.00     6.1592      .9000      .1495 
     .90     5.00     8.00     5.5494      .9000      .3319 
     .99      .50     1.00     2.3026      .9900      .0200 
     .99      .50     2.00     1.0730      .9900      .0858 
     .99      .50     4.00      .7325      .9900      .2515 
     .99      .50     8.00      .6052      .9900      .6088 
     .99     1.00     1.00     4.6052      .9900      .0100 
     .99     1.00     2.00     2.1460      .9900      .0429 
     .99     1.00     4.00     1.4649      .9900      .1257 
     .99     1.00     8.00     1.2103      .9900      .3044 
     .99     2.00     1.00     9.2103      .9900      .0050 
     .99     2.00     2.00     4.2919      .9900      .0215 
     .99     2.00     4.00     2.9298      .9900      .0629 
     .99     2.00     8.00     2.4207      .9900      .1522 
     .99     5.00     1.00    23.0259      .9900      .0020 
     .99     5.00     2.00    10.7298      .9900      .0086 
     .99     5.00     4.00     7.3246      .9900      .0251 
     .99     5.00     8.00     6.0517      .9900      .0609 
])