File: gee-Ex.Rout.save

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R Under development (unstable) (2014-10-19 r66802) -- "Unsuffered Consequences"
Copyright (C) 2014 The R Foundation for Statistical Computing
Platform: x86_64-apple-darwin13.3.0 (64-bit)

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

  Natural language support but running in an English locale

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> pkgname <- "gee"
> source(file.path(R.home("share"), "R", "examples-header.R"))
> options(warn = 1)
> library('gee')
> 
> base::assign(".oldSearch", base::search(), pos = 'CheckExEnv')
> cleanEx()
> nameEx("gee")
> ### * gee
> 
> flush(stderr()); flush(stdout())
> 
> ### Name: gee
> ### Title: Function to solve a Generalized Estimation Equation Model
> ### Aliases: gee print.gee summary.gee print.summary.gee
> ### Keywords: nonlinear
> 
> ### ** Examples
> 
> data(warpbreaks)
> ## marginal analysis of random effects model for wool
> summary(gee(breaks ~ tension, id=wool, data=warpbreaks, corstr="exchangeable"))
Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate
(Intercept)    tensionM    tensionH 
   36.38889   -10.00000   -14.72222 

 GEE:  GENERALIZED LINEAR MODELS FOR DEPENDENT DATA
 gee S-function, version 4.13 modified 98/01/27 (1998) 

Model:
 Link:                      Identity 
 Variance to Mean Relation: Gaussian 
 Correlation Structure:     Exchangeable 

Call:
gee(formula = breaks ~ tension, id = wool, data = warpbreaks, 
    corstr = "exchangeable")

Summary of Residuals:
       Min         1Q     Median         3Q        Max 
-22.388889  -8.138889  -2.666667   6.333333  33.611111 


Coefficients:
             Estimate Naive S.E.   Naive z Robust S.E.  Robust z
(Intercept)  36.38889   3.069434 11.855246    5.774705  6.301428
tensionM    -10.00000   3.910008 -2.557539    7.463905 -1.339781
tensionH    -14.72222   3.910008 -3.765266    3.731952 -3.944912

Estimated Scale Parameter:  141.1481
Number of Iterations:  1

Working Correlation
            [,1]       [,2]       [,3]       [,4]       [,5]       [,6]
 [1,] 1.00000000 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [2,] 0.02518404 1.00000000 0.02518404 0.02518404 0.02518404 0.02518404
 [3,] 0.02518404 0.02518404 1.00000000 0.02518404 0.02518404 0.02518404
 [4,] 0.02518404 0.02518404 0.02518404 1.00000000 0.02518404 0.02518404
 [5,] 0.02518404 0.02518404 0.02518404 0.02518404 1.00000000 0.02518404
 [6,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 1.00000000
 [7,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [8,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [9,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[10,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[11,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[12,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[13,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[14,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[15,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[16,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[17,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[18,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[19,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[20,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[21,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[22,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[23,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[24,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[25,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[26,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[27,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
            [,7]       [,8]       [,9]      [,10]      [,11]      [,12]
 [1,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [2,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [3,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [4,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [5,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [6,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [7,] 1.00000000 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [8,] 0.02518404 1.00000000 0.02518404 0.02518404 0.02518404 0.02518404
 [9,] 0.02518404 0.02518404 1.00000000 0.02518404 0.02518404 0.02518404
[10,] 0.02518404 0.02518404 0.02518404 1.00000000 0.02518404 0.02518404
[11,] 0.02518404 0.02518404 0.02518404 0.02518404 1.00000000 0.02518404
[12,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 1.00000000
[13,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[14,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[15,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[16,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[17,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[18,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[19,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[20,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[21,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[22,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[23,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[24,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[25,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[26,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[27,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
           [,13]      [,14]      [,15]      [,16]      [,17]      [,18]
 [1,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [2,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [3,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [4,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [5,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [6,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [7,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [8,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [9,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[10,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[11,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[12,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[13,] 1.00000000 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[14,] 0.02518404 1.00000000 0.02518404 0.02518404 0.02518404 0.02518404
[15,] 0.02518404 0.02518404 1.00000000 0.02518404 0.02518404 0.02518404
[16,] 0.02518404 0.02518404 0.02518404 1.00000000 0.02518404 0.02518404
[17,] 0.02518404 0.02518404 0.02518404 0.02518404 1.00000000 0.02518404
[18,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 1.00000000
[19,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[20,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[21,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[22,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[23,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[24,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[25,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[26,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[27,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
           [,19]      [,20]      [,21]      [,22]      [,23]      [,24]
 [1,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [2,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [3,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [4,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [5,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [6,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [7,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [8,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
 [9,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[10,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[11,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[12,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[13,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[14,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[15,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[16,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[17,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[18,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[19,] 1.00000000 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[20,] 0.02518404 1.00000000 0.02518404 0.02518404 0.02518404 0.02518404
[21,] 0.02518404 0.02518404 1.00000000 0.02518404 0.02518404 0.02518404
[22,] 0.02518404 0.02518404 0.02518404 1.00000000 0.02518404 0.02518404
[23,] 0.02518404 0.02518404 0.02518404 0.02518404 1.00000000 0.02518404
[24,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 1.00000000
[25,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[26,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
[27,] 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404 0.02518404
           [,25]      [,26]      [,27]
 [1,] 0.02518404 0.02518404 0.02518404
 [2,] 0.02518404 0.02518404 0.02518404
 [3,] 0.02518404 0.02518404 0.02518404
 [4,] 0.02518404 0.02518404 0.02518404
 [5,] 0.02518404 0.02518404 0.02518404
 [6,] 0.02518404 0.02518404 0.02518404
 [7,] 0.02518404 0.02518404 0.02518404
 [8,] 0.02518404 0.02518404 0.02518404
 [9,] 0.02518404 0.02518404 0.02518404
[10,] 0.02518404 0.02518404 0.02518404
[11,] 0.02518404 0.02518404 0.02518404
[12,] 0.02518404 0.02518404 0.02518404
[13,] 0.02518404 0.02518404 0.02518404
[14,] 0.02518404 0.02518404 0.02518404
[15,] 0.02518404 0.02518404 0.02518404
[16,] 0.02518404 0.02518404 0.02518404
[17,] 0.02518404 0.02518404 0.02518404
[18,] 0.02518404 0.02518404 0.02518404
[19,] 0.02518404 0.02518404 0.02518404
[20,] 0.02518404 0.02518404 0.02518404
[21,] 0.02518404 0.02518404 0.02518404
[22,] 0.02518404 0.02518404 0.02518404
[23,] 0.02518404 0.02518404 0.02518404
[24,] 0.02518404 0.02518404 0.02518404
[25,] 1.00000000 0.02518404 0.02518404
[26,] 0.02518404 1.00000000 0.02518404
[27,] 0.02518404 0.02518404 1.00000000
> ## test for serial correlation in blocks
> summary(gee(breaks ~ tension, id=wool, data=warpbreaks, corstr="AR-M", Mv=1))
Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate
(Intercept)    tensionM    tensionH 
   36.38889   -10.00000   -14.72222 

 GEE:  GENERALIZED LINEAR MODELS FOR DEPENDENT DATA
 gee S-function, version 4.13 modified 98/01/27 (1998) 

Model:
 Link:                      Identity 
 Variance to Mean Relation: Gaussian 
 Correlation Structure:     AR-M , M = 1 

Call:
gee(formula = breaks ~ tension, id = wool, data = warpbreaks, 
    corstr = "AR-M", Mv = 1)

Summary of Residuals:
       Min         1Q     Median         3Q        Max 
-22.413608  -8.095783  -2.688893   6.311107  33.586392 


Coefficients:
             Estimate Naive S.E.   Naive z Robust S.E.  Robust z
(Intercept)  36.41361   2.889306 12.602890    5.788146  6.291065
tensionM    -10.09043   4.077388 -2.474730    7.513413 -1.342989
tensionH    -14.72471   4.086060 -3.603646    3.758972 -3.917218

Estimated Scale Parameter:  141.1501
Number of Iterations:  2

Working Correlation
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.000000e+00 3.540253e-02 1.253339e-03 4.437136e-05 1.570858e-06
 [2,] 3.540253e-02 1.000000e+00 3.540253e-02 1.253339e-03 4.437136e-05
 [3,] 1.253339e-03 3.540253e-02 1.000000e+00 3.540253e-02 1.253339e-03
 [4,] 4.437136e-05 1.253339e-03 3.540253e-02 1.000000e+00 3.540253e-02
 [5,] 1.570858e-06 4.437136e-05 1.253339e-03 3.540253e-02 1.000000e+00
 [6,] 5.561236e-08 1.570858e-06 4.437136e-05 1.253339e-03 3.540253e-02
 [7,] 1.968818e-09 5.561236e-08 1.570858e-06 4.437136e-05 1.253339e-03
 [8,] 6.970113e-11 1.968818e-09 5.561236e-08 1.570858e-06 4.437136e-05
 [9,] 2.467596e-12 6.970113e-11 1.968818e-09 5.561236e-08 1.570858e-06
[10,] 8.735914e-14 2.467596e-12 6.970113e-11 1.968818e-09 5.561236e-08
[11,] 3.092734e-15 8.735914e-14 2.467596e-12 6.970113e-11 1.968818e-09
[12,] 1.094906e-16 3.092734e-15 8.735914e-14 2.467596e-12 6.970113e-11
[13,] 3.876244e-18 1.094906e-16 3.092734e-15 8.735914e-14 2.467596e-12
[14,] 1.372288e-19 3.876244e-18 1.094906e-16 3.092734e-15 8.735914e-14
[15,] 4.858248e-21 1.372288e-19 3.876244e-18 1.094906e-16 3.092734e-15
[16,] 1.719942e-22 4.858248e-21 1.372288e-19 3.876244e-18 1.094906e-16
[17,] 6.089031e-24 1.719942e-22 4.858248e-21 1.372288e-19 3.876244e-18
[18,] 2.155671e-25 6.089031e-24 1.719942e-22 4.858248e-21 1.372288e-19
[19,] 7.631619e-27 2.155671e-25 6.089031e-24 1.719942e-22 4.858248e-21
[20,] 2.701786e-28 7.631619e-27 2.155671e-25 6.089031e-24 1.719942e-22
[21,] 9.565005e-30 2.701786e-28 7.631619e-27 2.155671e-25 6.089031e-24
[22,] 3.386253e-31 9.565005e-30 2.701786e-28 7.631619e-27 2.155671e-25
[23,] 1.198819e-32 3.386253e-31 9.565005e-30 2.701786e-28 7.631619e-27
[24,] 4.244123e-34 1.198819e-32 3.386253e-31 9.565005e-30 2.701786e-28
[25,] 1.502527e-35 4.244123e-34 1.198819e-32 3.386253e-31 9.565005e-30
[26,] 5.319325e-37 1.502527e-35 4.244123e-34 1.198819e-32 3.386253e-31
[27,] 1.883175e-38 5.319325e-37 1.502527e-35 4.244123e-34 1.198819e-32
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.561236e-08 1.968818e-09 6.970113e-11 2.467596e-12 8.735914e-14
 [2,] 1.570858e-06 5.561236e-08 1.968818e-09 6.970113e-11 2.467596e-12
 [3,] 4.437136e-05 1.570858e-06 5.561236e-08 1.968818e-09 6.970113e-11
 [4,] 1.253339e-03 4.437136e-05 1.570858e-06 5.561236e-08 1.968818e-09
 [5,] 3.540253e-02 1.253339e-03 4.437136e-05 1.570858e-06 5.561236e-08
 [6,] 1.000000e+00 3.540253e-02 1.253339e-03 4.437136e-05 1.570858e-06
 [7,] 3.540253e-02 1.000000e+00 3.540253e-02 1.253339e-03 4.437136e-05
 [8,] 1.253339e-03 3.540253e-02 1.000000e+00 3.540253e-02 1.253339e-03
 [9,] 4.437136e-05 1.253339e-03 3.540253e-02 1.000000e+00 3.540253e-02
[10,] 1.570858e-06 4.437136e-05 1.253339e-03 3.540253e-02 1.000000e+00
[11,] 5.561236e-08 1.570858e-06 4.437136e-05 1.253339e-03 3.540253e-02
[12,] 1.968818e-09 5.561236e-08 1.570858e-06 4.437136e-05 1.253339e-03
[13,] 6.970113e-11 1.968818e-09 5.561236e-08 1.570858e-06 4.437136e-05
[14,] 2.467596e-12 6.970113e-11 1.968818e-09 5.561236e-08 1.570858e-06
[15,] 8.735914e-14 2.467596e-12 6.970113e-11 1.968818e-09 5.561236e-08
[16,] 3.092734e-15 8.735914e-14 2.467596e-12 6.970113e-11 1.968818e-09
[17,] 1.094906e-16 3.092734e-15 8.735914e-14 2.467596e-12 6.970113e-11
[18,] 3.876244e-18 1.094906e-16 3.092734e-15 8.735914e-14 2.467596e-12
[19,] 1.372288e-19 3.876244e-18 1.094906e-16 3.092734e-15 8.735914e-14
[20,] 4.858248e-21 1.372288e-19 3.876244e-18 1.094906e-16 3.092734e-15
[21,] 1.719942e-22 4.858248e-21 1.372288e-19 3.876244e-18 1.094906e-16
[22,] 6.089031e-24 1.719942e-22 4.858248e-21 1.372288e-19 3.876244e-18
[23,] 2.155671e-25 6.089031e-24 1.719942e-22 4.858248e-21 1.372288e-19
[24,] 7.631619e-27 2.155671e-25 6.089031e-24 1.719942e-22 4.858248e-21
[25,] 2.701786e-28 7.631619e-27 2.155671e-25 6.089031e-24 1.719942e-22
[26,] 9.565005e-30 2.701786e-28 7.631619e-27 2.155671e-25 6.089031e-24
[27,] 3.386253e-31 9.565005e-30 2.701786e-28 7.631619e-27 2.155671e-25
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.092734e-15 1.094906e-16 3.876244e-18 1.372288e-19 4.858248e-21
 [2,] 8.735914e-14 3.092734e-15 1.094906e-16 3.876244e-18 1.372288e-19
 [3,] 2.467596e-12 8.735914e-14 3.092734e-15 1.094906e-16 3.876244e-18
 [4,] 6.970113e-11 2.467596e-12 8.735914e-14 3.092734e-15 1.094906e-16
 [5,] 1.968818e-09 6.970113e-11 2.467596e-12 8.735914e-14 3.092734e-15
 [6,] 5.561236e-08 1.968818e-09 6.970113e-11 2.467596e-12 8.735914e-14
 [7,] 1.570858e-06 5.561236e-08 1.968818e-09 6.970113e-11 2.467596e-12
 [8,] 4.437136e-05 1.570858e-06 5.561236e-08 1.968818e-09 6.970113e-11
 [9,] 1.253339e-03 4.437136e-05 1.570858e-06 5.561236e-08 1.968818e-09
[10,] 3.540253e-02 1.253339e-03 4.437136e-05 1.570858e-06 5.561236e-08
[11,] 1.000000e+00 3.540253e-02 1.253339e-03 4.437136e-05 1.570858e-06
[12,] 3.540253e-02 1.000000e+00 3.540253e-02 1.253339e-03 4.437136e-05
[13,] 1.253339e-03 3.540253e-02 1.000000e+00 3.540253e-02 1.253339e-03
[14,] 4.437136e-05 1.253339e-03 3.540253e-02 1.000000e+00 3.540253e-02
[15,] 1.570858e-06 4.437136e-05 1.253339e-03 3.540253e-02 1.000000e+00
[16,] 5.561236e-08 1.570858e-06 4.437136e-05 1.253339e-03 3.540253e-02
[17,] 1.968818e-09 5.561236e-08 1.570858e-06 4.437136e-05 1.253339e-03
[18,] 6.970113e-11 1.968818e-09 5.561236e-08 1.570858e-06 4.437136e-05
[19,] 2.467596e-12 6.970113e-11 1.968818e-09 5.561236e-08 1.570858e-06
[20,] 8.735914e-14 2.467596e-12 6.970113e-11 1.968818e-09 5.561236e-08
[21,] 3.092734e-15 8.735914e-14 2.467596e-12 6.970113e-11 1.968818e-09
[22,] 1.094906e-16 3.092734e-15 8.735914e-14 2.467596e-12 6.970113e-11
[23,] 3.876244e-18 1.094906e-16 3.092734e-15 8.735914e-14 2.467596e-12
[24,] 1.372288e-19 3.876244e-18 1.094906e-16 3.092734e-15 8.735914e-14
[25,] 4.858248e-21 1.372288e-19 3.876244e-18 1.094906e-16 3.092734e-15
[26,] 1.719942e-22 4.858248e-21 1.372288e-19 3.876244e-18 1.094906e-16
[27,] 6.089031e-24 1.719942e-22 4.858248e-21 1.372288e-19 3.876244e-18
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 1.719942e-22 6.089031e-24 2.155671e-25 7.631619e-27 2.701786e-28
 [2,] 4.858248e-21 1.719942e-22 6.089031e-24 2.155671e-25 7.631619e-27
 [3,] 1.372288e-19 4.858248e-21 1.719942e-22 6.089031e-24 2.155671e-25
 [4,] 3.876244e-18 1.372288e-19 4.858248e-21 1.719942e-22 6.089031e-24
 [5,] 1.094906e-16 3.876244e-18 1.372288e-19 4.858248e-21 1.719942e-22
 [6,] 3.092734e-15 1.094906e-16 3.876244e-18 1.372288e-19 4.858248e-21
 [7,] 8.735914e-14 3.092734e-15 1.094906e-16 3.876244e-18 1.372288e-19
 [8,] 2.467596e-12 8.735914e-14 3.092734e-15 1.094906e-16 3.876244e-18
 [9,] 6.970113e-11 2.467596e-12 8.735914e-14 3.092734e-15 1.094906e-16
[10,] 1.968818e-09 6.970113e-11 2.467596e-12 8.735914e-14 3.092734e-15
[11,] 5.561236e-08 1.968818e-09 6.970113e-11 2.467596e-12 8.735914e-14
[12,] 1.570858e-06 5.561236e-08 1.968818e-09 6.970113e-11 2.467596e-12
[13,] 4.437136e-05 1.570858e-06 5.561236e-08 1.968818e-09 6.970113e-11
[14,] 1.253339e-03 4.437136e-05 1.570858e-06 5.561236e-08 1.968818e-09
[15,] 3.540253e-02 1.253339e-03 4.437136e-05 1.570858e-06 5.561236e-08
[16,] 1.000000e+00 3.540253e-02 1.253339e-03 4.437136e-05 1.570858e-06
[17,] 3.540253e-02 1.000000e+00 3.540253e-02 1.253339e-03 4.437136e-05
[18,] 1.253339e-03 3.540253e-02 1.000000e+00 3.540253e-02 1.253339e-03
[19,] 4.437136e-05 1.253339e-03 3.540253e-02 1.000000e+00 3.540253e-02
[20,] 1.570858e-06 4.437136e-05 1.253339e-03 3.540253e-02 1.000000e+00
[21,] 5.561236e-08 1.570858e-06 4.437136e-05 1.253339e-03 3.540253e-02
[22,] 1.968818e-09 5.561236e-08 1.570858e-06 4.437136e-05 1.253339e-03
[23,] 6.970113e-11 1.968818e-09 5.561236e-08 1.570858e-06 4.437136e-05
[24,] 2.467596e-12 6.970113e-11 1.968818e-09 5.561236e-08 1.570858e-06
[25,] 8.735914e-14 2.467596e-12 6.970113e-11 1.968818e-09 5.561236e-08
[26,] 3.092734e-15 8.735914e-14 2.467596e-12 6.970113e-11 1.968818e-09
[27,] 1.094906e-16 3.092734e-15 8.735914e-14 2.467596e-12 6.970113e-11
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 9.565005e-30 3.386253e-31 1.198819e-32 4.244123e-34 1.502527e-35
 [2,] 2.701786e-28 9.565005e-30 3.386253e-31 1.198819e-32 4.244123e-34
 [3,] 7.631619e-27 2.701786e-28 9.565005e-30 3.386253e-31 1.198819e-32
 [4,] 2.155671e-25 7.631619e-27 2.701786e-28 9.565005e-30 3.386253e-31
 [5,] 6.089031e-24 2.155671e-25 7.631619e-27 2.701786e-28 9.565005e-30
 [6,] 1.719942e-22 6.089031e-24 2.155671e-25 7.631619e-27 2.701786e-28
 [7,] 4.858248e-21 1.719942e-22 6.089031e-24 2.155671e-25 7.631619e-27
 [8,] 1.372288e-19 4.858248e-21 1.719942e-22 6.089031e-24 2.155671e-25
 [9,] 3.876244e-18 1.372288e-19 4.858248e-21 1.719942e-22 6.089031e-24
[10,] 1.094906e-16 3.876244e-18 1.372288e-19 4.858248e-21 1.719942e-22
[11,] 3.092734e-15 1.094906e-16 3.876244e-18 1.372288e-19 4.858248e-21
[12,] 8.735914e-14 3.092734e-15 1.094906e-16 3.876244e-18 1.372288e-19
[13,] 2.467596e-12 8.735914e-14 3.092734e-15 1.094906e-16 3.876244e-18
[14,] 6.970113e-11 2.467596e-12 8.735914e-14 3.092734e-15 1.094906e-16
[15,] 1.968818e-09 6.970113e-11 2.467596e-12 8.735914e-14 3.092734e-15
[16,] 5.561236e-08 1.968818e-09 6.970113e-11 2.467596e-12 8.735914e-14
[17,] 1.570858e-06 5.561236e-08 1.968818e-09 6.970113e-11 2.467596e-12
[18,] 4.437136e-05 1.570858e-06 5.561236e-08 1.968818e-09 6.970113e-11
[19,] 1.253339e-03 4.437136e-05 1.570858e-06 5.561236e-08 1.968818e-09
[20,] 3.540253e-02 1.253339e-03 4.437136e-05 1.570858e-06 5.561236e-08
[21,] 1.000000e+00 3.540253e-02 1.253339e-03 4.437136e-05 1.570858e-06
[22,] 3.540253e-02 1.000000e+00 3.540253e-02 1.253339e-03 4.437136e-05
[23,] 1.253339e-03 3.540253e-02 1.000000e+00 3.540253e-02 1.253339e-03
[24,] 4.437136e-05 1.253339e-03 3.540253e-02 1.000000e+00 3.540253e-02
[25,] 1.570858e-06 4.437136e-05 1.253339e-03 3.540253e-02 1.000000e+00
[26,] 5.561236e-08 1.570858e-06 4.437136e-05 1.253339e-03 3.540253e-02
[27,] 1.968818e-09 5.561236e-08 1.570858e-06 4.437136e-05 1.253339e-03
             [,26]        [,27]
 [1,] 5.319325e-37 1.883175e-38
 [2,] 1.502527e-35 5.319325e-37
 [3,] 4.244123e-34 1.502527e-35
 [4,] 1.198819e-32 4.244123e-34
 [5,] 3.386253e-31 1.198819e-32
 [6,] 9.565005e-30 3.386253e-31
 [7,] 2.701786e-28 9.565005e-30
 [8,] 7.631619e-27 2.701786e-28
 [9,] 2.155671e-25 7.631619e-27
[10,] 6.089031e-24 2.155671e-25
[11,] 1.719942e-22 6.089031e-24
[12,] 4.858248e-21 1.719942e-22
[13,] 1.372288e-19 4.858248e-21
[14,] 3.876244e-18 1.372288e-19
[15,] 1.094906e-16 3.876244e-18
[16,] 3.092734e-15 1.094906e-16
[17,] 8.735914e-14 3.092734e-15
[18,] 2.467596e-12 8.735914e-14
[19,] 6.970113e-11 2.467596e-12
[20,] 1.968818e-09 6.970113e-11
[21,] 5.561236e-08 1.968818e-09
[22,] 1.570858e-06 5.561236e-08
[23,] 4.437136e-05 1.570858e-06
[24,] 1.253339e-03 4.437136e-05
[25,] 3.540253e-02 1.253339e-03
[26,] 1.000000e+00 3.540253e-02
[27,] 3.540253e-02 1.000000e+00
> 
> if(require(MASS)) {
+ data(OME)
+ ## not fully appropriate link for these data.
+ (fm <- gee(cbind(Correct, Trials-Correct) ~ Loud + Age + OME, id = ID,
+            data = OME, family = binomial, corstr = "exchangeable"))
+ summary(fm)
+ }
Loading required package: MASS
Beginning Cgee S-function, @(#) geeformula.q 4.13 98/01/27
running glm to get initial regression estimate
(Intercept)        Loud         Age     OMEhigh      OMElow 
-5.90984676  0.15516993  0.01876291 -0.07569691 -0.31660542 

 GEE:  GENERALIZED LINEAR MODELS FOR DEPENDENT DATA
 gee S-function, version 4.13 modified 98/01/27 (1998) 

Model:
 Link:                      Logit 
 Variance to Mean Relation: Binomial 
 Correlation Structure:     Exchangeable 

Call:
gee(formula = cbind(Correct, Trials - Correct) ~ Loud + Age + 
    OME, id = ID, data = OME, family = binomial, corstr = "exchangeable")

Summary of Residuals:
       Min         1Q     Median         3Q        Max 
-0.9585811  0.5507230  2.0414189  3.1210663 12.0241951 


Coefficients:
               Estimate  Naive S.E.     Naive z Robust S.E.    Robust z
(Intercept) -5.90100336 0.336455218 -17.5387482 0.231463368 -25.4943295
Loud         0.15507565 0.007513314  20.6401142 0.005321880  29.1392592
Age          0.01851319 0.003561640   5.1979385 0.003305525   5.6006793
OMEhigh     -0.04183516 0.160288285  -0.2609995 0.152182352  -0.2749015
OMElow      -0.28563252 0.131496124  -2.1721745 0.117510247  -2.4307031

Estimated Scale Parameter:  1.250466
Number of Iterations:  4

Working Correlation
             [,1]        [,2]        [,3]        [,4]        [,5]        [,6]
 [1,]  1.00000000 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [2,] -0.02344803  1.00000000 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [3,] -0.02344803 -0.02344803  1.00000000 -0.02344803 -0.02344803 -0.02344803
 [4,] -0.02344803 -0.02344803 -0.02344803  1.00000000 -0.02344803 -0.02344803
 [5,] -0.02344803 -0.02344803 -0.02344803 -0.02344803  1.00000000 -0.02344803
 [6,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803  1.00000000
 [7,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [8,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [9,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[10,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[11,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[12,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[13,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[14,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[15,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[16,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[17,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[18,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[19,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[20,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[21,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[22,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[23,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[24,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[25,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[26,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[27,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[28,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[29,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[30,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
             [,7]        [,8]        [,9]       [,10]       [,11]       [,12]
 [1,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [2,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [3,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [4,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [5,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [6,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [7,]  1.00000000 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [8,] -0.02344803  1.00000000 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [9,] -0.02344803 -0.02344803  1.00000000 -0.02344803 -0.02344803 -0.02344803
[10,] -0.02344803 -0.02344803 -0.02344803  1.00000000 -0.02344803 -0.02344803
[11,] -0.02344803 -0.02344803 -0.02344803 -0.02344803  1.00000000 -0.02344803
[12,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803  1.00000000
[13,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[14,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[15,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[16,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[17,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[18,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[19,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[20,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[21,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[22,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[23,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[24,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[25,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[26,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[27,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[28,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[29,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[30,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
            [,13]       [,14]       [,15]       [,16]       [,17]       [,18]
 [1,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [2,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [3,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [4,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [5,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [6,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [7,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [8,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [9,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[10,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[11,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[12,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[13,]  1.00000000 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[14,] -0.02344803  1.00000000 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[15,] -0.02344803 -0.02344803  1.00000000 -0.02344803 -0.02344803 -0.02344803
[16,] -0.02344803 -0.02344803 -0.02344803  1.00000000 -0.02344803 -0.02344803
[17,] -0.02344803 -0.02344803 -0.02344803 -0.02344803  1.00000000 -0.02344803
[18,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803  1.00000000
[19,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[20,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[21,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[22,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[23,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[24,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[25,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[26,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[27,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[28,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[29,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[30,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
            [,19]       [,20]       [,21]       [,22]       [,23]       [,24]
 [1,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [2,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [3,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [4,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [5,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [6,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [7,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [8,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [9,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[10,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[11,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[12,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[13,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[14,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[15,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[16,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[17,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[18,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[19,]  1.00000000 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[20,] -0.02344803  1.00000000 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[21,] -0.02344803 -0.02344803  1.00000000 -0.02344803 -0.02344803 -0.02344803
[22,] -0.02344803 -0.02344803 -0.02344803  1.00000000 -0.02344803 -0.02344803
[23,] -0.02344803 -0.02344803 -0.02344803 -0.02344803  1.00000000 -0.02344803
[24,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803  1.00000000
[25,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[26,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[27,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[28,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[29,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[30,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
            [,25]       [,26]       [,27]       [,28]       [,29]       [,30]
 [1,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [2,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [3,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [4,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [5,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [6,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [7,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [8,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
 [9,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[10,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[11,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[12,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[13,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[14,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[15,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[16,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[17,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[18,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[19,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[20,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[21,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[22,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[23,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[24,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[25,]  1.00000000 -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[26,] -0.02344803  1.00000000 -0.02344803 -0.02344803 -0.02344803 -0.02344803
[27,] -0.02344803 -0.02344803  1.00000000 -0.02344803 -0.02344803 -0.02344803
[28,] -0.02344803 -0.02344803 -0.02344803  1.00000000 -0.02344803 -0.02344803
[29,] -0.02344803 -0.02344803 -0.02344803 -0.02344803  1.00000000 -0.02344803
[30,] -0.02344803 -0.02344803 -0.02344803 -0.02344803 -0.02344803  1.00000000
> 
> 
> ### * <FOOTER>
> ###
> options(digits = 7L)
> base::cat("Time elapsed: ", proc.time() - base::get("ptime", pos = 'CheckExEnv'),"\n")
Time elapsed:  0.28 0.018 0.299 0 0 
> grDevices::dev.off()
null device 
          1 
> ###
> ### Local variables: ***
> ### mode: outline-minor ***
> ### outline-regexp: "\\(> \\)?### [*]+" ***
> ### End: ***
> quit('no')