1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241
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** Mx startup successful **
**Mx-OSX version 1.69**
!
! Maximum Likelihood Example
!
! Bernstein data on ABO blood-groups
! c.f. Edwards, AWF (1972) Likelihood. Cambridge Univ Press, pp. 39-41
!
#ngroups 2
The following MX script lines were read for group 1
#NGROUPS 2
Note: #NGroup set number of groups to 2
ABO single locus
Data NInput=1
Begin Matrices;
P Full 1 1 Free ! allele freq 1
Q Full 1 1 Free ! allele freq 2
R Full 1 1 Free ! allele freq 3
I Unit 1 1
D Full 1 1
O Full 4 1 ! observed data
End Matrices;
Matrix D 2
Matrix O 212 103 39 148
Bound 0 1 P 1 1 Q 1 1 R 1 1
Matrix P .6
Ma Q .3
Ma R .1
!Start .333 P 1 1 Q 1 1 R 1 1
Begin Algebra;
E = P*(P+D*R)_
Q*(Q+D*R)_
D*P*Q_
R*R;
F=\sum(O)@E;
End Algebra;
Compute -\sum(\ln(E).O);
Option User-Defined
End Group
The following MX script lines were read for group 2
Constraint Group
Constraint NI=1
Begin Matrices = (P1 Q1 R1 I1)
End Matrices;
Constraint I = P + Q + R;
Option RS
End Group
PARAMETER SPECIFICATIONS
GROUP NUMBER: 1
ABO single locus
MATRIX D
This is a FULL matrix of order 1 by 1
It has no free parameters specified
MATRIX E
This is a computed FULL matrix of order 4 by 1
It has no free parameters specified
MATRIX F
This is a computed FULL matrix of order 4 by 1
It has no free parameters specified
MATRIX I
This is a UNIT matrix of order 1 by 1
MATRIX O
This is a FULL matrix of order 4 by 1
It has no free parameters specified
MATRIX P
This is a FULL matrix of order 1 by 1
1
1 1
MATRIX Q
This is a FULL matrix of order 1 by 1
1
1 2
MATRIX R
This is a FULL matrix of order 1 by 1
1
1 3
GROUP NUMBER: 2
Constraint Group
MATRIX I
This is a UNIT matrix of order 1 by 1
MATRIX P
This is a FULL matrix of order 1 by 1
1
1 1
MATRIX Q
This is a FULL matrix of order 1 by 1
1
1 2
MATRIX R
This is a FULL matrix of order 1 by 1
1
1 3
Mx starting optimization; number of parameters = 3
*** WARNING! ***
I am not sure I have found a solution that satisfies
Kuhn-Tucker conditions for a minimum.
NAG's IFAIL parameter is 1
We probably have a minimum here, but you might consider trying different
starting values. You can randomize these with TH=n on the OU line, where
n is the number of times you wish to do this.
I STRONGLY recommend BOundaries to be set if you use TH
MX PARAMETER ESTIMATES
GROUP NUMBER: 1
ABO single locus
MATRIX D
This is a FULL matrix of order 1 by 1
1
1 2.0000
MATRIX E
This is a computed FULL matrix of order 4 by 1
[=P*(P+D*R)_Q*(Q+D*R)_D*P*Q_R*R]
1
1 0.4116
2 0.1936
3 0.0907
4 0.3042
MATRIX F
This is a computed FULL matrix of order 4 by 1
[=\SUM(O)@E]
1
1 206.6025
2 97.1783
3 45.5349
4 152.6842
MATRIX I
This is a UNIT matrix of order 1 by 1
MATRIX O
This is a FULL matrix of order 4 by 1
1
1 212.0000
2 103.0000
3 39.0000
4 148.0000
MATRIX P
This is a FULL matrix of order 1 by 1
1
1 0.2945
MATRIX Q
This is a FULL matrix of order 1 by 1
1
1 0.1540
MATRIX R
This is a FULL matrix of order 1 by 1
1
1 0.5515
GROUP NUMBER: 2
Constraint Group
MATRIX I
This is a UNIT matrix of order 1 by 1
MATRIX P
This is a FULL matrix of order 1 by 1
1
1 0.2945
MATRIX Q
This is a FULL matrix of order 1 by 1
1
1 0.1540
MATRIX R
This is a FULL matrix of order 1 by 1
1
1 0.5515
CONSTRAINT VALUES (should be near zero)
1
1 -3.6859E-14
*** WARNING! ***
Minimization may not be successful. See above
CODE GREEN - it probably was OK
Your model has 3 estimated parameters and 1 Observed statistics
Observed statistics include 1 constraints.
User defined function value = 627.104
'Degrees of freedom' >>>>>>>>>>>>>>>> -2
This problem used 0.0% of my workspace
Task Time elapsed (DD:HH:MM:SS)
Reading script & data 0: 0: 0: 0.00
Execution 0: 0: 0: 0.00
TOTAL 0: 0: 0: 0.00
Total number of warnings issued: 2
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