 * K =          28
 **** problem e1 ****                                                    
 * K =          10
  Example Frome '84 pp. 8-10 (Table 2, In-Vitro Dose Response, 192 Ir radiation)
                  
 * K =           7

 Run    1:  calling DGLG   with PS =    2

     I     INITIAL X(I)        D(I)

     1     0.499434E-01     0.963E+02
     2     0.578438E-01     0.259E+03

    IT   NF      F       RELDF   PRELDF   RELDX  MODEL  STPPAR  D*STEP  NPRELDF

     0    1 0.486E+03
     1    2 0.486E+03 0.49E-03 0.49E-03 0.2E-01    G   0.2E+00 0.9E+00 0.67E-03
     2    3 0.486E+03 0.13E-03 0.14E-03 0.2E-01    G   0.0E+00 0.9E+00 0.14E-03
     3    4 0.486E+03 0.25E-06 0.25E-06 0.8E-03    G   0.0E+00 0.3E-01 0.25E-06
     4    5 0.486E+03 0.14E-11 0.14E-11 0.2E-05    G   0.0E+00 0.8E-04 0.14E-11

 ***** RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION     0.486108E+03   RELDX        0.201E-05
 FUNC. EVALS       5         GRAD. EVALS       5
 PRELDF       0.145E-11      NPRELDF      0.145E-11

     I      FINAL X(I)        D(I)          G(I)

     1    0.359307E-01     0.102E+03    -0.165E-07
     2    0.621812E-01     0.259E+03    -0.131E-07

    3 EXTRA FUNC. EVALS FOR COVARIANCE AND DIAGNOSTICS.
    3 EXTRA GRAD. EVALS FOR COVARIANCE AND DIAGNOSTICS.

 SQRT(RECIPROCAL CONDITION OF F.D. HESSIAN) = AT MOST  0.20    

 COVARIANCE = H**-1, WHERE H = FINITE-DIFFERENCE HESSIAN

 ROW  1     0.304E-03
 ROW  2    -0.990E-04   0.472E-04
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.678E-01   0.122E-01   0.678E-01   0.312E-02   0.122E-01   0.580E-01
   0.312E-02   0.839E-04   0.117E-01   0.839E-04   0.746E-02   0.100    
   0.183E-05   0.203E-02   0.843E-02   0.147       0.109E-01   0.210E-01
   0.215E-02   0.967E-01
 DEVIANCE =    12.6690951259541     
 * K =          28
 **** problem e2.2 ****                                                  
 * K =          10
  Data for model (2.2) in Frome '84.                                            
                  
 * K =           7

 Run    2:  calling DGLG   with PS =    3

     I     INITIAL X(I)        D(I)

     1     0.353130E+01     0.520E+01
     2     0.359229E+01     0.122E+02
     3     0.227780E+01     0.724E+01

    IT   NF      F       RELDF   PRELDF   RELDX  MODEL  STPPAR  D*STEP  NPRELDF

     0    1-0.865E+04
     1    3-0.865E+04 0.17E-03 0.17E-03 0.2E-01    G   0.5E+00 0.1E+01 0.29E-03
     2    4-0.865E+04 0.11E-03 0.11E-03 0.3E-01    G   0.0E+00 0.3E+01 0.11E-03
     3    5-0.865E+04 0.11E-06 0.11E-06 0.6E-03    G   0.0E+00 0.5E-01 0.11E-06
     4    6-0.865E+04 0.19E-12 0.19E-12 0.8E-06    G   0.0E+00 0.9E-04 0.19E-12

 ***** RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION    -0.865021E+04   RELDX        0.832E-06
 FUNC. EVALS       6         GRAD. EVALS       5
 PRELDF       0.188E-12      NPRELDF      0.188E-12

     I      FINAL X(I)        D(I)          G(I)

     1    0.285932E+01     0.544E+01    -0.500E-09
     2    0.379915E+01     0.121E+02    -0.624E-09
     3    0.225735E+01     0.713E+01     0.240E-09

    4 EXTRA FUNC. EVALS FOR COVARIANCE AND DIAGNOSTICS.
    4 EXTRA GRAD. EVALS FOR COVARIANCE AND DIAGNOSTICS.

 SQRT(RECIPROCAL CONDITION OF F.D. HESSIAN) = AT MOST  0.25    

 COVARIANCE = H**-1, WHERE H = FINITE-DIFFERENCE HESSIAN

 ROW  1     0.944E-01
 ROW  2    -0.344E-01   0.200E-01
 ROW  3    -0.271E-02   0.455E-02   0.215E-01
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.304E-01   0.122E-02   0.195       0.178E-01   0.831E-01   0.482E-01
   0.131       0.394E-01   0.477E-01   0.202E-01   0.434E-01   0.173E-01
   0.294E-02   0.358E-01   0.506E-01   0.268E-01   0.108E-02   0.348E-01
    1.39       0.835E-01   0.577E-02   0.185       0.411E-02   0.108E-01
   0.236E-01   0.224       0.369E-04
 DEVIANCE =    29.9589607610615     
 * K =          28
 **** problem e2.6 ****                                                  
 * K =          10
  Data for model (2.6) in Frome '84.                                            
                  
 * K =           7

 Run    3:  calling DGLG   with PS =    3

     I     INITIAL X(I)        D(I)

     1     0.800000E+01     0.713E+01
     2     0.100000E+01     0.220E+02
     3     0.310000E+01     0.362E+01

    IT   NF      F       RELDF   PRELDF   RELDX  MODEL  STPPAR  D*STEP  NPRELDF

     0    1-0.796E+04
     1    4-0.820E+04 0.30E-01 0.30E-01 0.2E-01    G   0.1E+02 0.4E+01 0.13E+00
     2    5-0.860E+04 0.47E-01 0.57E-01 0.1E+00    G   0.1E+01 0.1E+02 0.77E-01
     3    6-0.863E+04 0.27E-02 0.40E-02 0.1E+00    S   0.0E+00 0.2E+02 0.40E-02
     4    7-0.865E+04 0.27E-02 0.34E-02 0.6E-01    S   0.0E+00 0.1E+02 0.34E-02
     5    8-0.865E+04 0.23E-03 0.18E-03 0.2E-01    S   0.0E+00 0.2E+01 0.18E-03
     6    9-0.865E+04 0.19E-04 0.17E-04 0.6E-02    G   0.0E+00 0.1E+01 0.17E-04
     7   10-0.865E+04 0.59E-06 0.58E-06 0.1E-02    S   0.0E+00 0.1E+00 0.58E-06
     8   11-0.865E+04 0.15E-08 0.14E-08 0.5E-04    S   0.0E+00 0.7E-02 0.14E-08
     9   12-0.865E+04 0.31E-11 0.31E-11 0.2E-05    S   0.0E+00 0.3E-03 0.31E-11

 ***** RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION    -0.865104E+04   RELDX        0.222E-05
 FUNC. EVALS      12         GRAD. EVALS      10
 PRELDF       0.313E-11      NPRELDF      0.313E-11

     I      FINAL X(I)        D(I)          G(I)

     1    0.542752E+01     0.105E+02    -0.756E-05
     2    0.271635E+00     0.295E+02    -0.265E-04
     3    0.740517E+01     0.155E+01     0.150E-05

    4 EXTRA FUNC. EVALS FOR COVARIANCE AND DIAGNOSTICS.
    4 EXTRA GRAD. EVALS FOR COVARIANCE AND DIAGNOSTICS.

 SQRT(RECIPROCAL CONDITION OF F.D. HESSIAN) = AT MOST  0.37E-01

 COVARIANCE = H**-1, WHERE H = FINITE-DIFFERENCE HESSIAN

 ROW  1     0.436E-01
 ROW  2    -0.114E-01   0.469E-02
 ROW  3    -0.737E-01  -0.451E-03   0.805    
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.485E-03   0.145       0.945E-02   0.175E-01   0.452E-01   0.833E-03
   0.124E-01   0.268E-02   0.283E-01   0.105       0.219E-02   0.755E-02
   0.578E-02   0.174E-01   0.455E-01   0.352E-01   0.669E-03   0.868E-01
    1.59       0.372       0.124       0.395       0.554E-03   0.101E-02
   0.272E-01   0.138       0.426E-01
 DEVIANCE =    28.2983766977304     
 * K =          28
 **** problem e2.8 ****                                                  
 * K =          10
  Data for model (2.8) in Frome '84.                                            
                  
 * K =           7

 Run    4:  calling DGLG   with PS =    4

     I     INITIAL X(I)        D(I)

     1     0.300000E+01     0.517E+01
     2     0.200000E+01     0.290E+02
     3     0.100000E+01     0.916E+02
     4     0.300000E+01     0.107E+02

    IT   NF      F       RELDF   PRELDF   RELDX  MODEL  STPPAR  D*STEP  NPRELDF

     0    1 0.113E+09
     1    3 0.105E+09 0.72E-01 0.74E-01 0.6E-02    G   0.3E+07 0.2E+01 0.48E+05
     2    5 0.361E+08 0.66E+00 0.11E+01 0.9E-01    G   0.2E+06 0.2E+02 0.44E+05
     3    6 0.307E+08 0.15E+00 0.56E+00 0.1E+00    S   0.3E+00 0.7E+04 0.19E+02
     4    8 0.178E+08 0.42E+00 0.32E+00 0.4E-01    S   0.6E+00 0.2E+04 0.22E+02
     5    9 0.104E+08 0.42E+00 0.37E+00 0.8E-01    S   0.4E+00 0.3E+04 0.13E+02
     6   10 0.477E+07 0.54E+00 0.57E+00 0.1E+00    S   0.4E+00 0.3E+04 0.99E+00
     7   11 0.262E+07 0.45E+00 0.31E+00 0.3E+00    S   0.2E-01 0.3E+04 0.60E+00
     8   12 0.125E+07 0.52E+00 0.39E+00 0.4E+00    S   0.6E-02 0.3E+04 0.45E+00
     9   13 0.600E+06 0.52E+00 0.42E+00 0.6E+00    S   0.1E-01 0.3E+04 0.61E+00
    10   14 0.295E+06 0.51E+00 0.37E+00 0.4E+00    S   0.0E+00 0.1E+04 0.37E+00
    11   15 0.142E+06 0.52E+00 0.39E+00 0.4E+00    S   0.0E+00 0.2E+04 0.39E+00
    12   16 0.729E+05 0.49E+00 0.34E+00 0.7E-01    S   0.0E+00 0.4E+03 0.34E+00
    13   17 0.390E+05 0.47E+00 0.32E+00 0.1E+00    S   0.0E+00 0.4E+03 0.32E+00
    14   18 0.223E+05 0.43E+00 0.30E+00 0.8E-01    S   0.0E+00 0.2E+03 0.30E+00
    15   19 0.144E+05 0.36E+00 0.25E+00 0.7E-01    S   0.0E+00 0.2E+03 0.25E+00
    16   20 0.108E+05 0.25E+00 0.18E+00 0.6E-01    S   0.0E+00 0.1E+03 0.18E+00
    17   21 0.930E+04 0.14E+00 0.10E+00 0.5E-01    S   0.0E+00 0.8E+02 0.10E+00
    18   22 0.882E+04 0.51E-01 0.40E-01 0.4E-01    S   0.0E+00 0.5E+02 0.40E-01
    19   23 0.872E+04 0.12E-01 0.99E-02 0.4E-01    S   0.0E+00 0.4E+02 0.99E-02
    20   24 0.870E+04 0.23E-02 0.19E-02 0.3E-01    S   0.0E+00 0.3E+02 0.19E-02
    21   25 0.870E+04 0.20E-03 0.20E-03 0.1E-01    G   0.0E+00 0.1E+02 0.20E-03
    22   26 0.870E+04 0.13E-04 0.15E-04 0.4E-02    G   0.0E+00 0.3E+01 0.15E-04
    23   27 0.870E+04 0.12E-05 0.12E-05 0.8E-03    S   0.0E+00 0.6E+00 0.12E-05
    24   28 0.870E+04 0.12E-08 0.11E-08 0.2E-04    S   0.0E+00 0.2E-01 0.11E-08
    25   29 0.870E+04 0.13E-11 0.14E-11 0.5E-06    G   0.0E+00 0.4E-03 0.14E-11

 ***** RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION     0.869542E+04   RELDX        0.540E-06
 FUNC. EVALS      29         GRAD. EVALS      26
 PRELDF       0.135E-11      NPRELDF      0.135E-11

     I      FINAL X(I)        D(I)          G(I)

     1    0.337698E+01     0.557E+01     0.601E-04
     2   -0.889796E+01     0.301E+02     0.131E-04
     3    0.829339E+00     0.940E+02    -0.623E-04
     4   -0.870603E+01     0.997E+01    -0.131E-04

    5 EXTRA FUNC. EVALS FOR COVARIANCE AND DIAGNOSTICS.
    5 EXTRA GRAD. EVALS FOR COVARIANCE AND DIAGNOSTICS.

 SQRT(RECIPROCAL CONDITION OF F.D. HESSIAN) = AT MOST  0.45E-01

 COVARIANCE = H**-1, WHERE H = FINITE-DIFFERENCE HESSIAN

 ROW  1     0.322E-01
 ROW  2    -0.452E-02   0.509E-01
 ROW  3     0.972E-03  -0.158E-01   0.503E-02
 ROW  4    -0.260E-02  -0.778E-02   0.213E-02   0.125E-01
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.362E-02   0.794E-04   0.274E-02   0.294       0.192       0.128E-01
   0.545E-02   0.722E-04   0.274E-02   0.101       0.235E-03   0.291E-06
   0.211       0.543E-01   0.195       0.188E-01    3.72       0.229    
   0.246E-03   0.185       0.146E-05   0.779       0.825       0.148E-01
   0.208E-02   0.201E-02   0.283E-02   0.210E-01   0.213E-01   0.805E-03
 DEVIANCE =    43.5094305970140     
 * K =          28
 **** problem e3.1 ****                                                  
 * K =          10
  Data for model (3.1) in Frome '84.                                            
                  
 * K =           7

 Run    5:  calling DGLG   with PS =    2

     I     INITIAL X(I)        D(I)

     1     0.317714E-01     0.157E+03
     2     0.467588E-02     0.550E+04

    IT   NF      F       RELDF   PRELDF   RELDX  MODEL  STPPAR  D*STEP  NPRELDF

     0    1 0.109E+04
     1    2 0.109E+04 0.25E-03 0.27E-03 0.1E-01    G   0.1E+00 0.9E+00 0.28E-03
     2    3 0.109E+04 0.18E-05 0.18E-05 0.1E-02    G   0.0E+00 0.8E-01 0.18E-05
     3    4 0.109E+04 0.20E-10 0.20E-10 0.4E-05    G   0.0E+00 0.2E-03 0.20E-10

 ***** RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION     0.108871E+04   RELDX        0.448E-05
 FUNC. EVALS       4         GRAD. EVALS       4
 PRELDF       0.196E-10      NPRELDF      0.196E-10

     I      FINAL X(I)        D(I)          G(I)

     1    0.266983E-01     0.175E+03    -0.143E-05
     2    0.477899E-02     0.549E+04    -0.527E-06

    3 EXTRA FUNC. EVALS FOR COVARIANCE AND DIAGNOSTICS.
    3 EXTRA GRAD. EVALS FOR COVARIANCE AND DIAGNOSTICS.

 SQRT(RECIPROCAL CONDITION OF F.D. HESSIAN) = AT MOST  0.28E-01

 COVARIANCE = H**-1, WHERE H = FINITE-DIFFERENCE HESSIAN

 ROW  1     0.435E-04
 ROW  2    -0.697E-06   0.443E-07
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
    9.78       0.179       0.326E-02   0.677       0.325    
 DEVIANCE =    6.03781877262213     
 * K =          28
 **** problem e3.3 ****                                                  
 * K =          10
  Data for model (3.3) in Frome '84.                                            
                  
 * K =           7

 Run    6:  calling DGLG   with PS =    2

     I     INITIAL X(I)        D(I)

     1     0.317714E-01     0.251E+02
     2     0.467588E-02     0.137E+04

    IT   NF      F       RELDF   PRELDF   RELDX  MODEL  STPPAR  D*STEP  NPRELDF

     0    1 0.171E+04
     1    3 0.162E+04 0.53E-01 0.53E-01 0.2E+00    G   0.9E+01 0.3E+01 0.29E+00
     2    5 0.128E+04 0.21E+00 0.20E+00 0.8E+00    G   0.5E+00 0.2E+02 0.28E+00
     3    6 0.113E+04 0.12E+00 0.13E+00 0.4E+00    S   0.9E-01 0.3E+02 0.15E+00
     4    7 0.110E+04 0.19E-01 0.17E-01 0.1E+00    S   0.0E+00 0.2E+02 0.17E-01
     5    8 0.110E+04 0.10E-02 0.95E-03 0.3E-01    S   0.0E+00 0.4E+01 0.95E-03
     6    9 0.110E+04 0.14E-04 0.14E-04 0.4E-02    S   0.0E+00 0.6E+00 0.14E-04
     7   10 0.110E+04 0.77E-08 0.77E-08 0.9E-04    S   0.0E+00 0.1E-01 0.77E-08
     8   11 0.110E+04 0.45E-13 0.44E-13 0.2E-06    S   0.0E+00 0.3E-04 0.44E-13

 ***** RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION     0.110260E+04   RELDX        0.226E-06
 FUNC. EVALS      11         GRAD. EVALS       9
 PRELDF       0.444E-13      NPRELDF      0.444E-13

     I      FINAL X(I)        D(I)          G(I)

     1   -0.276204E+01     0.191E+02     0.293E-06
     2    0.307811E-01     0.123E+04     0.212E-04

    3 EXTRA FUNC. EVALS FOR COVARIANCE AND DIAGNOSTICS.
    3 EXTRA GRAD. EVALS FOR COVARIANCE AND DIAGNOSTICS.

 SQRT(RECIPROCAL CONDITION OF F.D. HESSIAN) = AT MOST  0.64E-02

 COVARIANCE = H**-1, WHERE H = FINITE-DIFFERENCE HESSIAN

 ROW  1     0.162E-01
 ROW  2    -0.229E-03   0.389E-05
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
    6.10        8.05       0.801       0.943       0.405    
 DEVIANCE =    33.8225540506689     
 * K =          28
 **** problem e3.5 ****                                                  
 * K =          10
  Model (3.5), p. 25 of Frome '84                                               
                  
 * K =           7

 Run    7:  calling DGLG   with PS =    9

     I     INITIAL X(I)        D(I)

     1     0.249281E+00     0.615E+02
     2    -0.809728E-01     0.391E+02
     3    -0.683860E-01     0.570E+02
     4    -0.619460E-01     0.464E+02
     5    -0.507099E-01     0.382E+02
     6    -0.167601E-01     0.429E+02
     7     0.218039E-02     0.358E+02
     8     0.302952E-01     0.287E+02
     9     0.629407E-01     0.288E+02

    IT   NF      F       RELDF   PRELDF   RELDX  MODEL  STPPAR  D*STEP  NPRELDF

     0    1 0.150E+05
     1    4 0.143E+05 0.49E-01 0.49E-01 0.1E+00    G   0.3E+02 0.5E+01 0.57E+00
     2    6 0.778E+04 0.45E+00 0.44E+00 0.7E+00    G   0.9E+00 0.6E+02 0.55E+00
     3    7 0.495E+04 0.36E+00 0.32E+00 0.5E+00    G   0.3E-01 0.1E+03 0.33E+00
     4    8 0.433E+04 0.12E+00 0.10E+00 0.3E+00    G   0.0E+00 0.8E+02 0.10E+00
     5    9 0.422E+04 0.26E-01 0.23E-01 0.2E+00    G   0.0E+00 0.5E+02 0.23E-01
     6   10 0.422E+04 0.14E-02 0.13E-02 0.4E-01    G   0.0E+00 0.1E+02 0.13E-02
     7   11 0.422E+04 0.49E-05 0.49E-05 0.2E-02    G   0.0E+00 0.7E+00 0.49E-05
     8   12 0.422E+04 0.89E-10 0.89E-10 0.7E-05    G   0.0E+00 0.3E-02 0.89E-10

 ***** RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION     0.421723E+04   RELDX        0.684E-05
 FUNC. EVALS      12         GRAD. EVALS       9
 PRELDF       0.893E-10      NPRELDF      0.893E-10

     I      FINAL X(I)        D(I)          G(I)

     1    0.258357E+01     0.447E+02     0.219E-06
     2   -0.361245E+01     0.146E+02     0.295E-06
     3   -0.316190E+01     0.338E+02     0.390E-07
     4   -0.307284E+01     0.277E+02     0.242E-07
     5   -0.297116E+01     0.233E+02     0.173E-07
     6   -0.280542E+01     0.237E+02     0.405E-07
     7   -0.265190E+01     0.226E+02     0.247E-07
     8   -0.241710E+01     0.183E+02     0.189E-07
     9   -0.220367E+01     0.197E+02     0.201E-07

   10 EXTRA FUNC. EVALS FOR COVARIANCE AND DIAGNOSTICS.
   10 EXTRA GRAD. EVALS FOR COVARIANCE AND DIAGNOSTICS.

 SQRT(RECIPROCAL CONDITION OF F.D. HESSIAN) = AT MOST  0.14    

 COVARIANCE = H**-1, WHERE H = FINITE-DIFFERENCE HESSIAN

 ROW  1     0.491E-02
 ROW  2    -0.343E-02   0.711E-02
 ROW  3    -0.344E-02   0.240E-02   0.329E-02
 ROW  4    -0.326E-02   0.228E-02   0.229E-02   0.347E-02
 ROW  5    -0.314E-02   0.219E-02   0.220E-02   0.209E-02   0.386E-02
 ROW  6    -0.289E-02   0.202E-02   0.203E-02   0.192E-02   0.185E-02
            0.348E-02
 ROW  7    -0.293E-02   0.205E-02   0.206E-02   0.195E-02   0.188E-02
            0.173E-02   0.371E-02
 ROW  8    -0.261E-02   0.182E-02   0.183E-02   0.173E-02   0.167E-02
            0.153E-02   0.156E-02   0.437E-02
 ROW  9    -0.246E-02   0.172E-02   0.172E-02   0.163E-02   0.157E-02
            0.145E-02   0.147E-02   0.130E-02   0.380E-02
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.172E-06   0.329E-04   0.320E-01   0.621E-03   0.982E-02   0.665E-02
   0.285        2.97       0.177E-01   0.485E-01   0.181E-01   0.866E-02
   0.348E-02   0.148E-01   0.538E-01   0.425E-02    2.30       0.116    
   0.473E-01   0.770E-01   0.102E-03   0.560E-02   0.144E-01   0.175E-01
   0.105       0.992       0.232       0.133E-05   0.198E-01   0.478E-01
   0.284E-03   0.833E-02   0.370E-03   0.133E-04    1.31       0.112    
   0.180E-03   0.296E-01   0.101E-01   0.130E-02   0.113E-02   0.146E-01
   0.132       0.308E-02   0.110E-01   0.159E-03   0.638E-02   0.241E-01
   0.994E-02   0.193E-01   0.378E-01   0.105       0.238       0.199E-02
   0.287E-01   0.619E-01   0.382E-01   0.320E-01   0.658E-01   0.488E-01
   0.631E-02   0.149       0.104       0.163E-01   0.124E-03   0.116    
   0.136       0.607E-02   0.279       0.335E-01    6.06       0.165E-01
 DEVIANCE =    133.614610911362     
 * K =          28
 **** problem ex1 ****                                                   
 * K =          10
   PRLRT1.DAT: RC3- BIOMETRICS ( 1965 ) P. 613                                  
                  
 * K =           7

 Run    8:  calling DGLG   with PS =    2

     I     INITIAL X(I)        D(I)

     1     0.157316E+03     0.347E+00
     2    -0.813265E+02     0.144E+00

    IT   NF      F       RELDF   PRELDF   RELDX  MODEL  STPPAR  D*STEP  NPRELDF

     0    1-0.524E+04
     1    3-0.524E+04 0.29E-04 0.29E-04 0.1E-01    G   0.1E-01 0.2E+01 0.30E-04
     2    4-0.524E+04 0.12E-05 0.12E-05 0.3E-02    G   0.0E+00 0.5E+00 0.12E-05
     3    5-0.524E+04 0.87E-11 0.87E-11 0.6E-05    G   0.0E+00 0.8E-03 0.87E-11

 ***** RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION    -0.523742E+04   RELDX        0.587E-05
 FUNC. EVALS       5         GRAD. EVALS       4
 PRELDF       0.874E-11      NPRELDF      0.874E-11

     I      FINAL X(I)        D(I)          G(I)

     1    0.162108E+03     0.346E+00    -0.670E-09
     2   -0.920828E+02     0.144E+00    -0.186E-09

    3 EXTRA FUNC. EVALS FOR COVARIANCE AND DIAGNOSTICS.
    3 EXTRA GRAD. EVALS FOR COVARIANCE AND DIAGNOSTICS.

 SQRT(RECIPROCAL CONDITION OF F.D. HESSIAN) = AT MOST  0.12    

 COVARIANCE = H**-1, WHERE H = FINITE-DIFFERENCE HESSIAN

 ROW  1      72.8    
 ROW  2     -164.        418.    
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.730E-01   0.252       0.160E-02   0.231       0.467E-01   0.151    
   0.352       0.109E-01   0.383E-01   0.226E-01   0.560    
 DEVIANCE =    14.1970648344054     
 * K =          28
 **** problem ex2 ****                                                   
 * K =          10
  PRLLT3.DAT:  NELDER-WEDDERBURN (1972) P.378                                   
                  
 * K =           7

 Run    9:  calling DGLG   with PS =    9

     I     INITIAL X(I)        D(I)

     1     0.503000E+00     0.149E+02
     2     0.133298E+01     0.700E+01
     3     0.169254E+01     0.707E+01
     4     0.228643E+01     0.768E+01
     5     0.203102E+01     0.663E+01
     6    -0.184726E-01     0.640E+01
     7     0.480529E-01     0.648E+01
     8     0.864793E+00     0.100E+02
     9    -0.173518E+00     0.436E+02

    IT   NF      F       RELDF   PRELDF   RELDX  MODEL  STPPAR  D*STEP  NPRELDF

     0    1-0.354E+03
     1    2-0.355E+03 0.28E-02 0.27E-02 0.2E-01    G   0.7E+00 0.9E+00 0.37E-02
     2    3-0.355E+03 0.11E-02 0.11E-02 0.4E-01    G   0.2E-01 0.2E+01 0.11E-02
     3    4-0.355E+03 0.15E-03 0.14E-03 0.4E-01    G   0.0E+00 0.2E+01 0.14E-03
     4    5-0.355E+03 0.39E-05 0.38E-05 0.4E-02    G   0.0E+00 0.2E+00 0.38E-05
     5    6-0.355E+03 0.13E-06 0.14E-06 0.1E-02    S   0.0E+00 0.6E-01 0.14E-06
     6    7-0.355E+03 0.56E-09 0.65E-09 0.2E-04    S   0.0E+00 0.1E-02 0.65E-09
     7    8-0.355E+03 0.14E-10 0.14E-10 0.8E-05    S   0.0E+00 0.5E-03 0.14E-10

 ***** RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION    -0.355016E+03   RELDX        0.767E-05
 FUNC. EVALS       8         GRAD. EVALS       8
 PRELDF       0.140E-10      NPRELDF      0.140E-10

     I      FINAL X(I)        D(I)          G(I)

     1    0.356637E+00     0.149E+02    -0.135E-06
     2    0.137420E+01     0.725E+01    -0.369E-05
     3    0.186195E+01     0.707E+01     0.900E-06
     4    0.243910E+01     0.779E+01     0.150E-04
     5    0.250887E+01     0.663E+01     0.238E-05
     6    0.626834E-01     0.646E+01     0.579E-05
     7    0.603038E-01     0.666E+01    -0.306E-05
     8    0.837804E+00     0.101E+02    -0.104E-04
     9   -0.205107E+00     0.443E+02     0.172E-03

   10 EXTRA FUNC. EVALS FOR COVARIANCE AND DIAGNOSTICS.
   10 EXTRA GRAD. EVALS FOR COVARIANCE AND DIAGNOSTICS.

 SQRT(RECIPROCAL CONDITION OF F.D. HESSIAN) = AT MOST  0.28E-01

 COVARIANCE = H**-1, WHERE H = FINITE-DIFFERENCE HESSIAN

 ROW  1     0.141    
 ROW  2    -0.884E-01   0.910E-01
 ROW  3    -0.121       0.893E-01   0.143    
 ROW  4    -0.147       0.104       0.150       0.203    
 ROW  5    -0.168       0.115       0.170       0.214       0.270    
 ROW  6    -0.308E-01   0.254E-02   0.480E-02   0.682E-02   0.865E-02
            0.506E-01
 ROW  7    -0.288E-01   0.132E-02   0.236E-02   0.333E-02   0.437E-02
            0.264E-01   0.508E-01
 ROW  8    -0.190E-01  -0.377E-02  -0.726E-02  -0.102E-01  -0.126E-01
            0.258E-01   0.267E-01   0.377E-01
 ROW  9     0.141E-01  -0.753E-02  -0.136E-01  -0.184E-01  -0.221E-01
           -0.145E-02  -0.140E-02   0.127E-03   0.250E-02
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.230E-01   0.261       0.220E-01    1.63       0.333E-02   0.988E-03
    4.61        1.64       0.198       0.930E-01   0.277E-01   0.267    
    1.06       0.486       0.258       0.649       0.194E-01   0.108    
   0.359        69.3    
 DEVIANCE =    14.0764183977265     
 * K =          28
 **** problem ex3 ****                                                   
 * K =          10
  PRNLT1.DAT: TILL AND MCCUL. (1961) DATA-- TARGET MODEL                        
                  
 * K =           7

 Run   10:  calling DGLG   with PS =    3

     I     INITIAL X(I)        D(I)

     1     0.800000E+01     0.264E+01
     2     0.100000E+01     0.764E+02
     3     0.310000E+01     0.550E+01

    IT   NF      F       RELDF   PRELDF   RELDX  MODEL  STPPAR  D*STEP  NPRELDF

     0    1-0.584E+03
     1    3-0.590E+03 0.90E-02 0.93E-02 0.1E-01    G   0.5E+00 0.2E+01 0.11E-01
     2    4-0.591E+03 0.16E-02 0.16E-02 0.2E-01    G   0.0E+00 0.4E+01 0.16E-02
     3    5-0.591E+03 0.99E-05 0.99E-05 0.3E-03    G   0.0E+00 0.7E-01 0.99E-05
     4    6-0.591E+03 0.95E-09 0.88E-09 0.3E-04    G   0.0E+00 0.6E-02 0.88E-09
     5    7-0.591E+03 0.68E-11 0.63E-11 0.3E-05    G   0.0E+00 0.5E-03 0.63E-11

 ***** RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION    -0.590639E+03   RELDX        0.256E-05
 FUNC. EVALS       7         GRAD. EVALS       6
 PRELDF       0.630E-11      NPRELDF      0.630E-11

     I      FINAL X(I)        D(I)          G(I)

     1    0.763642E+01     0.291E+01    -0.146E-07
     2    0.934106E+00     0.852E+02     0.338E-04
     3    0.289235E+01     0.635E+01    -0.115E-04

    4 EXTRA FUNC. EVALS FOR COVARIANCE AND DIAGNOSTICS.
    4 EXTRA GRAD. EVALS FOR COVARIANCE AND DIAGNOSTICS.

 SQRT(RECIPROCAL CONDITION OF F.D. HESSIAN) = AT MOST  0.10E-01

 COVARIANCE = H**-1, WHERE H = FINITE-DIFFERENCE HESSIAN

 ROW  1     0.869    
 ROW  2    -0.146E-01   0.169E-02
 ROW  3    -0.552       0.277E-01   0.611    
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
    2.58       0.306       0.385       0.788       0.396E-01    1.78    
   0.569    
 DEVIANCE =    8.01739136944184     
 * K =          28
 **** problem ex8-10 ****                                                
 * K =          10
   Example Frome '84 pp. 8-10 (Table 2, In-Vitro Dose Response, 192 Ir radiation
 )                
 * K =           7

 Run   11:  calling DGLG   with PS =    2

     I     INITIAL X(I)        D(I)

     1     0.499434E-01     0.963E+02
     2     0.578438E-01     0.259E+03

    IT   NF      F       RELDF   PRELDF   RELDX  MODEL  STPPAR  D*STEP  NPRELDF

     0    1 0.486E+03
     1    2 0.486E+03 0.49E-03 0.49E-03 0.2E-01    G   0.2E+00 0.9E+00 0.67E-03
     2    3 0.486E+03 0.13E-03 0.14E-03 0.2E-01    G   0.0E+00 0.9E+00 0.14E-03
     3    4 0.486E+03 0.25E-06 0.25E-06 0.8E-03    G   0.0E+00 0.3E-01 0.25E-06
     4    5 0.486E+03 0.14E-11 0.14E-11 0.2E-05    G   0.0E+00 0.8E-04 0.14E-11

 ***** RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION     0.486108E+03   RELDX        0.201E-05
 FUNC. EVALS       5         GRAD. EVALS       5
 PRELDF       0.145E-11      NPRELDF      0.145E-11

     I      FINAL X(I)        D(I)          G(I)

     1    0.359307E-01     0.102E+03    -0.165E-07
     2    0.621812E-01     0.259E+03    -0.131E-07

    3 EXTRA FUNC. EVALS FOR COVARIANCE AND DIAGNOSTICS.
    3 EXTRA GRAD. EVALS FOR COVARIANCE AND DIAGNOSTICS.

 SQRT(RECIPROCAL CONDITION OF F.D. HESSIAN) = AT MOST  0.20    

 COVARIANCE = H**-1, WHERE H = FINITE-DIFFERENCE HESSIAN

 ROW  1     0.304E-03
 ROW  2    -0.990E-04   0.472E-04
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.564       0.313       0.245E-01    4.06    
 DEVIANCE =    1.38059456192917     
 * K =          28
 **** problem mn202 ****                                                 
 * K =          10
  Example on p. 202 of McCullagh and Nelder                                     
                  
 * K =           7

 Run   12:  calling DGLG   with PS =    7

     I     INITIAL X(I)        D(I)

     1     0.100000E+01     0.729E+01
     2     0.100000E+01     0.952E-01
     3     0.400000E+02     0.226E-02
     4     0.200000E+01     0.191E+00
     5     0.220000E+02     0.151E-01
     6     0.300000E+01     0.125E+00
     7     0.320000E+02     0.104E-01

    IT   NF      F       RELDF   PRELDF   RELDX  MODEL  STPPAR  D*STEP  NPRELDF

     0    1 0.310E+03
     1    2 0.272E+03 0.12E+00 0.17E+00 0.4E-01    G   0.6E+02 0.9E+00 0.18E+01
     2    4 0.230E+03 0.15E+00 0.14E+00 0.3E-01    G   0.8E+01 0.9E+00 0.14E+01
     3    8 0.188E+03 0.18E+00 0.20E+00 0.1E+00    G   0.4E+01 0.3E+01 0.90E+00
     4   10 0.180E+03 0.47E-01 0.66E-01 0.6E-01    G   0.1E+00 0.9E+01 0.20E+00
     5   13 0.177E+03 0.11E-01 0.14E-01 0.2E-01    G   0.2E-01 0.1E+02 0.72E-01
     6   14 0.176E+03 0.10E-01 0.13E-01 0.2E-01    G   0.2E-01 0.1E+02 0.54E-01
     7   15 0.172E+03 0.19E-01 0.19E+01 0.2E-01    S   0.5E+01 0.1E+02 0.00E+00
     8   18 0.166E+03 0.37E-01 0.54E-01 0.1E+00    S   0.7E-02 0.3E+02 0.11E+00
     9   19 0.159E+03 0.45E-01 0.33E-01 0.3E+00    S   0.2E-02 0.3E+02 0.37E-01
    10   20 0.158E+03 0.35E-02 0.25E-01 0.2E+00    S  -0.1E-01 0.2E+02 0.00E+00
    11   24 0.157E+03 0.75E-02 0.79E-02 0.1E+00  G-S-G 0.3E-02 0.9E+01 0.85E-02
    12   25 0.157E+03 0.14E-02 0.25E-02 0.2E+00    G   0.6E-04 0.9E+01 0.26E-02
    13   28 0.156E+03 0.14E-02 0.15E-02 0.8E-01    G   0.3E-02 0.1E+01 0.16E-02
    14   29 0.156E+03 0.87E-04 0.88E-04 0.1E+00    G   0.2E-02 0.1E+01 0.11E-03
    15   31 0.156E+03 0.19E-04 0.18E-04 0.1E-01    G   0.2E-01 0.2E+00 0.33E-04
    16   34 0.156E+03 0.73E-05 0.69E-05 0.3E-01    G   0.0E+00 0.3E+00 0.16E-04
    17   36 0.156E+03 0.51E-05 0.48E-05 0.2E-01    G   0.1E-01 0.2E+00 0.96E-05
    18   37 0.156E+03 0.32E-05 0.51E-05 0.5E-01    G   0.7E-03 0.5E+00 0.52E-05
    19   38 0.156E+03 0.28E-05 0.28E-05 0.6E-02    G   0.0E+00 0.8E-01 0.28E-05
    20   39 0.156E+03 0.25E-08 0.22E-08 0.1E-02    G   0.0E+00 0.1E-01 0.22E-08
    21   40 0.156E+03 0.41E-10 0.36E-10 0.1E-03    G   0.0E+00 0.1E-02 0.36E-10

 ***** RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION     0.156435E+03   RELDX        0.135E-03
 FUNC. EVALS      40         GRAD. EVALS      22
 PRELDF       0.359E-10      NPRELDF      0.359E-10

     I      FINAL X(I)        D(I)          G(I)

     1    0.974631E-01     0.384E+02    -0.552E-05
     2    0.131572E+02     0.263E+00    -0.281E-07
     3    0.446198E+02     0.626E-01     0.352E-08
     4    0.692185E+00     0.126E+01    -0.209E-06
     5    0.154166E+02     0.498E-01     0.115E-06
     6    0.135614E+01     0.613E+00    -0.727E-07
     7    0.327904E+02     0.220E-01     0.280E-08

    8 EXTRA FUNC. EVALS FOR COVARIANCE AND DIAGNOSTICS.
    8 EXTRA GRAD. EVALS FOR COVARIANCE AND DIAGNOSTICS.

 SQRT(RECIPROCAL CONDITION OF F.D. HESSIAN) = AT MOST  0.86E-04

 COVARIANCE = H**-1, WHERE H = FINITE-DIFFERENCE HESSIAN

 ROW  1     0.289E-01
 ROW  2     -1.60        515.    
 ROW  3     -4.65       0.155E+04   0.495E+04
 ROW  4    -0.874      -0.567       -1.14        69.3    
 ROW  5     -15.6       -3.05       -8.09       0.127E+04   0.239E+05
 ROW  6     -1.80       -1.08       -2.15      -0.618E-01  -0.382    
             287.    
 ROW  7     -34.2       -5.46       -14.5      -0.369       -3.41    
            0.563E+04   0.114E+06
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.118E-03   0.267E-03   0.360E-04   0.241E-04   0.291E-03   0.466E-03
   0.932E-08   0.437E-05   0.149E-03   0.259E-03   0.365E-04   0.780E-04
   0.339E-03   0.709E-03   0.336E-03   0.113E-04   0.405E-04   0.734E-04
   0.286E-03   0.467E-04   0.194E-04   0.809E-04   0.129E-03   0.351E-05
   0.200E-03   0.268E-03   0.419E-04   0.132E-03   0.104E-04   0.917E-04
   0.238E-04   0.407E-03   0.122E-04   0.570E-03   0.243E-03   0.202E-02
   0.611E-03   0.307E-04   0.513E-04   0.123E-06   0.197E-03   0.460E-04
   0.321E-05   0.341E-05   0.275E-03   0.373E-04   0.992E-04   0.113E-03
   0.745E-03   0.374E-03   0.985E-05   0.216E-05   0.398E-04   0.630E-04
   0.603E-03   0.389E-04   0.307E-03   0.113E-04   0.444E-04   0.317E-03
   0.328E-03   0.236E-05   0.492E-04   0.143E-03
 DEVIANCE =   0.196943889581680     
 * K =          28
 **** problem mn202.1 ****                                               
 * K =          10
  Example on p. 202 of McCullagh and Nelder                                     
                  
 * K =           7

 Run   13:  calling DGLG   with PS =    7

     I     INITIAL X(I)        D(I)

     1     0.100000E+01     0.535E+01
     2     0.200000E+01     0.641E+00
     3     0.300000E+01     0.427E+00
     4     0.400000E+01     0.394E+00
     5     0.500000E+01     0.300E+00
     6     0.600000E+01     0.268E+00
     7     0.700000E+01     0.223E+00

    IT   NF      F       RELDF   PRELDF   RELDX  MODEL  STPPAR  D*STEP  NPRELDF

     0    1 0.429E+03
     1    3 0.217E+03 0.50E+00 0.70E+00 0.2E+00    G   0.2E+02 0.4E+01 0.31E+01
     2    6 0.181E+03 0.16E+00 0.17E+00 0.1E+00    G   0.1E+02 0.2E+01 0.68E+00
     3    7 0.168E+03 0.75E-01 0.17E+00 0.5E+00    G   0.4E+00 0.7E+01 0.27E+00
     4    9 0.163E+03 0.25E-01 0.23E-01 0.1E+00    G   0.5E-03 0.1E+02 0.24E-01
     5   10 0.158E+03 0.31E-01 0.15E-01 0.2E+00    G   0.5E-03 0.1E+02 0.15E-01
     6   13 0.157E+03 0.93E-02 0.83E-02 0.2E+00    G   0.3E-02 0.4E+01 0.86E-02
     7   15 0.157E+03 0.17E-02 0.16E-02 0.3E-01    G   0.4E+00 0.5E+00 0.21E-02
     8   16 0.156E+03 0.52E-03 0.51E-03 0.4E-01    G   0.2E-01 0.9E+00 0.66E-03
     9   17 0.156E+03 0.64E-04 0.67E-04 0.6E-01    G   0.9E-02 0.8E+00 0.16E-03
    10   19 0.156E+03 0.38E-04 0.42E-04 0.6E-01    G   0.4E-02 0.1E+01 0.91E-04
    11   20 0.156E+03 0.26E-04 0.49E-04 0.1E+00    G   0.1E-02 0.2E+01 0.56E-04
    12   21 0.156E+03 0.20E-04 0.34E-04 0.9E-01    G   0.0E+00 0.1E+01 0.34E-04
    13   22 0.156E+03 0.15E-04 0.15E-04 0.2E-01    G   0.0E+00 0.2E+00 0.15E-04
    14   23 0.156E+03 0.11E-06 0.11E-06 0.2E-02    G   0.0E+00 0.2E-01 0.11E-06
    15   24 0.156E+03 0.83E-10 0.74E-10 0.2E-03    G   0.0E+00 0.2E-02 0.74E-10

 ***** RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION     0.156435E+03   RELDX        0.189E-03
 FUNC. EVALS      24         GRAD. EVALS      16
 PRELDF       0.736E-10      NPRELDF      0.736E-10

     I      FINAL X(I)        D(I)          G(I)

     1    0.974671E-01     0.386E+02    -0.121E-04
     2    0.131572E+02     0.264E+00    -0.616E-07
     3    0.446198E+02     0.627E-01     0.799E-08
     4    0.691862E+00     0.127E+01    -0.487E-06
     5    0.154106E+02     0.502E-01    -0.129E-06
     6    0.135613E+01     0.611E+00    -0.159E-06
     7    0.327903E+02     0.221E-01     0.381E-08

    8 EXTRA FUNC. EVALS FOR COVARIANCE AND DIAGNOSTICS.
    8 EXTRA GRAD. EVALS FOR COVARIANCE AND DIAGNOSTICS.

 SQRT(RECIPROCAL CONDITION OF F.D. HESSIAN) = AT MOST  0.86E-04

 COVARIANCE = H**-1, WHERE H = FINITE-DIFFERENCE HESSIAN

 ROW  1     0.289E-01
 ROW  2     -1.60        515.    
 ROW  3     -4.65       0.155E+04   0.495E+04
 ROW  4    -0.873      -0.567       -1.14        69.3    
 ROW  5     -15.6       -3.05       -8.09       0.127E+04   0.239E+05
 ROW  6     -1.80       -1.08       -2.15      -0.618E-01  -0.383    
             287.    
 ROW  7     -34.2       -5.46       -14.5      -0.370       -3.42    
            0.563E+04   0.114E+06
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.118E-03   0.267E-03   0.360E-04   0.241E-04   0.291E-03   0.466E-03
   0.938E-08   0.438E-05   0.149E-03   0.259E-03   0.366E-04   0.780E-04
   0.339E-03   0.709E-03   0.336E-03   0.112E-04   0.405E-04   0.735E-04
   0.286E-03   0.467E-04   0.194E-04   0.809E-04   0.129E-03   0.351E-05
   0.200E-03   0.268E-03   0.418E-04   0.132E-03   0.104E-04   0.916E-04
   0.238E-04   0.406E-03   0.122E-04   0.570E-03   0.243E-03   0.202E-02
   0.610E-03   0.308E-04   0.513E-04   0.122E-06   0.197E-03   0.460E-04
   0.321E-05   0.341E-05   0.275E-03   0.373E-04   0.992E-04   0.113E-03
   0.745E-03   0.374E-03   0.985E-05   0.216E-05   0.398E-04   0.631E-04
   0.603E-03   0.388E-04   0.307E-03   0.113E-04   0.444E-04   0.317E-03
   0.328E-03   0.237E-05   0.492E-04   0.143E-03
 DEVIANCE =   0.196943889819911     
 * K =          28
 **** problem mn204 ****                                                 
 * K =          10
  Example on p. 205 of McCullagh and Nelder                                     
                  
 * K =           7

 Run   14:  calling DGLG   with PS =    4

     I     INITIAL X(I)        D(I)

     1     0.100000E+01     0.937E+01
     2     0.100000E+01     0.176E+02
     3     0.100000E+01     0.513E+01
     4     0.100000E+01     0.582E+00

    IT   NF      F       RELDF   PRELDF   RELDX  MODEL  STPPAR  D*STEP  NPRELDF

     0    1 0.397E+04
     1    5 0.188E+04 0.53E+00 0.65E+00 0.3E+00    G   0.1E+02 0.1E+02 0.19E+01
     2    6 0.150E+04 0.20E+00 0.23E+00 0.7E+00    G   0.1E+00 0.3E+02 0.30E+00
     3    8 0.141E+04 0.55E-01 0.55E-01 0.3E+00    G   0.1E-01 0.4E+02 0.83E-01
     4    9 0.136E+04 0.39E-01 0.36E-01 0.3E+00    G   0.0E+00 0.6E+02 0.36E-01
     5   10 0.136E+04 0.12E-02 0.12E-02 0.4E-01    G   0.0E+00 0.1E+02 0.12E-02
     6   11 0.136E+04 0.21E-05 0.21E-05 0.2E-02    S   0.0E+00 0.5E+00 0.21E-05
     7   12 0.136E+04 0.56E-11 0.56E-11 0.2E-05    S   0.0E+00 0.7E-03 0.56E-11

 ***** RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION     0.135683E+04   RELDX        0.234E-05
 FUNC. EVALS      12         GRAD. EVALS       8
 PRELDF       0.556E-11      NPRELDF      0.556E-11

     I      FINAL X(I)        D(I)          G(I)

     1   -0.476241E+01     0.214E+02     0.421E-07
     2    0.202247E+01     0.470E+02     0.403E-07
     3    0.164300E+01     0.108E+02     0.307E-07
     4    0.176279E+01     0.156E+01     0.188E-07

    5 EXTRA FUNC. EVALS FOR COVARIANCE AND DIAGNOSTICS.
    5 EXTRA GRAD. EVALS FOR COVARIANCE AND DIAGNOSTICS.

 SQRT(RECIPROCAL CONDITION OF F.D. HESSIAN) = AT MOST  0.21E-01

 COVARIANCE = H**-1, WHERE H = FINITE-DIFFERENCE HESSIAN

 ROW  1     0.527E-01
 ROW  2    -0.210E-01   0.890E-02
 ROW  3    -0.193E-01   0.683E-02   0.275E-01
 ROW  4     0.173E-01  -0.502E-02   0.895E-01   0.931    
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.220        3.75       0.125       0.142        2.43       0.358    
   0.545       0.163       0.185        1.04       0.301       0.709E-01
    1.11       0.333       0.106    
 DEVIANCE =    53.3353504922983     
 * K =          28
 **** problem mn205 ****                                                 
 * K =          10
  Example on p. 204-5 of McCullagh and Nelder                                   
                  
 * K =           7

 Run   15:  calling DGLG   with PS =    5

     I     INITIAL X(I)        D(I)

     1     0.100000E+01     0.106E+02
     2     0.100000E+01     0.171E+02
     3     0.100000E+01     0.634E+01
     4     0.100000E+01     0.716E+00
     5     0.100000E+01     0.609E+01

    IT   NF      F       RELDF   PRELDF   RELDX  MODEL  STPPAR  D*STEP  NPRELDF

     0    1 0.366E+04
     1    4 0.177E+04 0.52E+00 0.62E+00 0.3E+00    G   0.9E+01 0.1E+02 0.16E+01
     2    7 0.152E+04 0.14E+00 0.13E+00 0.9E-01    G   0.2E+01 0.9E+01 0.25E+00
     3   11 0.146E+04 0.38E-01 0.34E-01 0.1E-01    G   0.2E+01 0.5E+01 0.11E+00
     4   12 0.140E+04 0.45E-01 0.44E-01 0.1E-01    G   0.1E+00 0.2E+02 0.78E-01
     5   14 0.136E+04 0.27E-01 0.29E-01 0.1E-01    G   0.3E-01 0.3E+02 0.38E-01
     6   15 0.134E+04 0.10E-01 0.14E-01 0.3E-01    G   0.0E+00 0.4E+02 0.14E-01
     7   16 0.134E+04 0.36E-02 0.50E-02 0.5E-01    G   0.0E+00 0.3E+02 0.50E-02
     8   17 0.134E+04 0.32E-04 0.33E-04 0.7E-02    G   0.0E+00 0.2E+01 0.33E-04
     9   18 0.134E+04 0.14E-08 0.14E-08 0.5E-04    G   0.0E+00 0.1E-01 0.14E-08
    10   19 0.134E+04 0.76E-13 0.76E-13 0.5E-06    S   0.0E+00 0.1E-03 0.76E-13

 ***** RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION     0.133952E+04   RELDX        0.477E-06
 FUNC. EVALS      19         GRAD. EVALS      11
 PRELDF       0.764E-13      NPRELDF      0.764E-13

     I      FINAL X(I)        D(I)          G(I)

     1   -0.289646E+01     0.214E+02    -0.165E-07
     2    0.134496E+01     0.440E+02     0.805E-07
     3    0.170841E+01     0.982E+01    -0.215E-07
     4    0.206105E+01     0.140E+01     0.151E-08
     5    0.167382E+01     0.209E+02     0.171E-06

    6 EXTRA FUNC. EVALS FOR COVARIANCE AND DIAGNOSTICS.
    6 EXTRA GRAD. EVALS FOR COVARIANCE AND DIAGNOSTICS.

 SQRT(RECIPROCAL CONDITION OF F.D. HESSIAN) = AT MOST  0.22E-01

 COVARIANCE = H**-1, WHERE H = FINITE-DIFFERENCE HESSIAN

 ROW  1     0.613E-01
 ROW  2    -0.251E-01   0.109E-01
 ROW  3    -0.135E-01   0.480E-02   0.310E-01
 ROW  4     0.254E-01  -0.832E-02   0.117        1.19    
 ROW  5     0.216E-01  -0.895E-02  -0.585E-03   0.752E-02   0.126E-01
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.641        2.70       0.733E-01   0.162E-01    1.08        1.07    
   0.178       0.466       0.825E-01   0.177       0.176E-02   0.154E-01
   0.276E-02   0.460E-01   0.199E-01
 DEVIANCE =    18.6998888148282     
 * K =          28
 **** problem mn205.1 ****                                               
 * K =          10
  Example on p. 205-6 of McCullagh and Nelder                                   
                  
 * K =           7

 Run   16:  calling DGLG   with PS =    5

     I     INITIAL X(I)        D(I)

     1    -0.289600E+01     0.210E+02
     2     0.134500E+01     0.431E+02
     3     0.170800E+01     0.957E+01
     4     0.167400E+01     0.151E+01
     5     0.198000E+01     0.418E+02

    IT   NF      F       RELDF   PRELDF   RELDX  MODEL  STPPAR  D*STEP  NPRELDF

     0    1 0.138E+04
     1    2 0.137E+04 0.11E-01 0.15E-01 0.5E-02    G   0.3E+02 0.9E+00 0.20E+00
     2    4 0.135E+04 0.11E-01 0.17E-01 0.1E-01    G   0.7E+01 0.2E+01 0.70E-01
     3    5 0.134E+04 0.58E-02 0.68E-02 0.1E-01    G   0.1E+00 0.8E+01 0.16E-01
     4    6 0.134E+04 0.26E-02 0.33E-02 0.3E-01    G   0.3E-01 0.8E+01 0.38E-02
     5    7 0.134E+04 0.35E-03 0.37E-03 0.2E-01    G   0.0E+00 0.7E+01 0.37E-03
     6    8 0.134E+04 0.44E-05 0.45E-05 0.3E-02    G   0.0E+00 0.4E+00 0.45E-05
     7    9 0.134E+04 0.23E-09 0.23E-09 0.3E-04    G   0.0E+00 0.5E-02 0.23E-09
     8   10 0.134E+04 0.32E-13 0.32E-13 0.3E-06    S   0.0E+00 0.5E-04 0.32E-13

 ***** RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION     0.133952E+04   RELDX        0.307E-06
 FUNC. EVALS      10         GRAD. EVALS       9
 PRELDF       0.320E-13      NPRELDF      0.320E-13

     I      FINAL X(I)        D(I)          G(I)

     1   -0.289646E+01     0.214E+02    -0.495E-08
     2    0.134496E+01     0.440E+02    -0.292E-07
     3    0.170841E+01     0.982E+01    -0.116E-08
     4    0.206105E+01     0.140E+01    -0.803E-10
     5    0.167382E+01     0.164E+02    -0.171E-07

    6 EXTRA FUNC. EVALS FOR COVARIANCE AND DIAGNOSTICS.
    6 EXTRA GRAD. EVALS FOR COVARIANCE AND DIAGNOSTICS.

 SQRT(RECIPROCAL CONDITION OF F.D. HESSIAN) = AT MOST  0.22E-01

 COVARIANCE = H**-1, WHERE H = FINITE-DIFFERENCE HESSIAN

 ROW  1     0.613E-01
 ROW  2    -0.251E-01   0.109E-01
 ROW  3    -0.135E-01   0.480E-02   0.310E-01
 ROW  4     0.254E-01  -0.832E-02   0.117        1.19    
 ROW  5     0.216E-01  -0.895E-02  -0.585E-03   0.752E-02   0.126E-01
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.641        2.70       0.733E-01   0.162E-01    1.08        1.07    
   0.178       0.466       0.825E-01   0.177       0.176E-02   0.154E-01
   0.276E-02   0.460E-01   0.199E-01
 DEVIANCE =    18.6998888148282     
 * K =          28
 **** problem speed ****                                                 
 * K =          10
 Speed data from Daryl(14.2): E(y)=b*x+c*x^2, var(y) = phi*E(y)^theta           
                  
 * K =           7

 Run   17:  calling DGLG   with PS =    2

     I     INITIAL X(I)        D(I)

     1     0.123903E+01     0.115E+03
     2     0.901388E-01     0.219E+04
     3     0.100000E+01     0.104E+03
     4     0.000000E+00     0.292E+03

    IT   NF      F       RELDF   PRELDF   RELDX  MODEL  STPPAR  D*STEP  NPRELDF

     0    1 0.546E+04
     1    3 0.525E+04 0.39E-01 0.39E-01 0.5E-02    G   0.3E+02 0.2E+01 0.49E+00
     2    6 0.203E+04 0.61E+00 0.49E+00 0.2E+00    G   0.0E+00 0.7E+02 0.49E+00
     3    7 0.834E+03 0.59E+00 0.47E+00 0.2E+00    G   0.0E+00 0.4E+02 0.47E+00
     4    8 0.402E+03 0.52E+00 0.41E+00 0.2E+00    G   0.0E+00 0.3E+02 0.41E+00
     5    9 0.253E+03 0.37E+00 0.30E+00 0.1E+00    G   0.0E+00 0.2E+02 0.30E+00
     6   10 0.208E+03 0.18E+00 0.15E+00 0.1E+00    G   0.0E+00 0.8E+01 0.15E+00
     7   11 0.198E+03 0.46E-01 0.39E-01 0.6E-01    G   0.0E+00 0.4E+01 0.39E-01
     8   12 0.198E+03 0.43E-02 0.40E-02 0.2E-01    G   0.0E+00 0.1E+01 0.40E-02
     9   13 0.198E+03 0.15E-03 0.12E-03 0.1E-01    G   0.0E+00 0.7E+00 0.12E-03
    10   14 0.198E+03 0.35E-04 0.30E-04 0.1E-01    G   0.0E+00 0.6E+00 0.30E-04
    11   15 0.198E+03 0.35E-05 0.32E-05 0.3E-02    G   0.0E+00 0.2E+00 0.32E-05
    12   16 0.198E+03 0.55E-07 0.54E-07 0.4E-03    G   0.0E+00 0.3E-01 0.54E-07
    13   17 0.198E+03 0.18E-10 0.18E-10 0.8E-05    G   0.0E+00 0.5E-03 0.18E-10

 ***** RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION     0.197503E+03   RELDX        0.757E-05
 FUNC. EVALS      17         GRAD. EVALS      14
 PRELDF       0.182E-10      NPRELDF      0.182E-10

     I      FINAL X(I)        D(I)          G(I)

     1    0.127462E+01     0.765E+01    -0.346E-10
     2    0.882812E-01     0.125E+03    -0.233E-08
     3    0.142511E+01     0.351E+01    -0.638E-07
     4    0.133148E+01     0.180E+02    -0.242E-06

    5 EXTRA FUNC. EVALS FOR COVARIANCE AND DIAGNOSTICS.
    5 EXTRA GRAD. EVALS FOR COVARIANCE AND DIAGNOSTICS.

 SQRT(RECIPROCAL CONDITION OF F.D. HESSIAN) = AT MOST  0.57E-02

 COVARIANCE = H**-1, WHERE H = FINITE-DIFFERENCE HESSIAN

 ROW  1     0.179    
 ROW  2    -0.104E-01   0.672E-03
 ROW  3     0.275E-01  -0.168E-02    2.09    
 ROW  4    -0.546E-02   0.333E-03  -0.400       0.793E-01
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.487       0.501E-01   -1.00       0.118       0.636E-02   0.310E-01
   0.777E-02   0.838E-02   0.600E-01   0.125E-01   0.587E-02   0.378E-01
   0.974E-02   0.576E-02   0.477E-02   0.569E-02   0.505E-02   0.505E-02
   0.230E-01   0.696E-02   0.498E-02   -1.00       -1.00       0.388E-01
   0.106E-01   0.139E-01   0.667E-02   0.520E-02   0.122E-01   0.539E-02
   0.609E-02   0.629E-02   0.674E-02   0.383E-01   -1.00       0.289E-01
   0.721E-02   0.101E-01   -1.00       0.100E-01   0.767E-02   0.706E-02
   0.768E-02   0.851E-02   0.415E-01   0.147E-01   0.158E-01   0.171E-01
    1.85       0.103E-01
 DEVIANCE =    71.2555696778982     
 * K =          28
 **** problem textile ****                                               
 * K =          10
 textile data from Daryl: E(y) = exp(b0+x1*b1+x2*b2+x3*b3), Var(y) = mu^theta   
                  
 * K =           7

 Run   18:  calling DGLG   with PS =    4

     I     INITIAL X(I)        D(I)

     1     0.633466E+01     0.601E+04
     2     0.832384E+00     0.553E+04
     3    -0.630992E+00     0.535E+04
     4    -0.392494E+00     0.512E+04
     5     0.100000E+01     0.106E+04
     6     0.000000E+00     0.563E+04

    IT   NF      F       RELDF   PRELDF   RELDX  MODEL  STPPAR  D*STEP  NPRELDF

     0    1 0.562E+06
     1    4 0.557E+06 0.95E-02 0.95E-02 0.5E-04    G   0.2E+03 0.5E+01 0.50E+00
     2    8 0.403E+06 0.28E+00 0.27E+00 0.2E-02    G   0.3E+01 0.2E+03 0.50E+00
     3    9 0.160E+06 0.60E+00 0.49E+00 0.8E-02    G   0.8E-01 0.5E+03 0.50E+00
     4   10 0.592E+05 0.63E+00 0.50E+00 0.1E-01    G   0.0E+00 0.4E+03 0.50E+00
     5   11 0.219E+05 0.63E+00 0.50E+00 0.1E-01    G   0.0E+00 0.3E+03 0.50E+00
     6   12 0.817E+04 0.63E+00 0.50E+00 0.1E-01    G   0.0E+00 0.2E+03 0.50E+00
     7   13 0.309E+04 0.62E+00 0.49E+00 0.1E-01    G   0.0E+00 0.9E+02 0.49E+00
     8   14 0.122E+04 0.61E+00 0.48E+00 0.1E-01    G   0.0E+00 0.6E+02 0.48E+00
     9   15 0.530E+03 0.56E+00 0.45E+00 0.1E-01    G   0.0E+00 0.3E+02 0.45E+00
    10   16 0.282E+03 0.47E+00 0.37E+00 0.1E-01    G   0.0E+00 0.2E+02 0.37E+00
    11   17 0.197E+03 0.30E+00 0.24E+00 0.1E-01    G   0.0E+00 0.1E+02 0.24E+00
    12   18 0.171E+03 0.13E+00 0.11E+00 0.8E-02    G   0.0E+00 0.6E+01 0.11E+00
    13   19 0.165E+03 0.36E-01 0.30E-01 0.6E-02    G   0.0E+00 0.3E+01 0.30E-01
    14   20 0.164E+03 0.68E-02 0.54E-02 0.5E-02    G   0.0E+00 0.3E+01 0.54E-02
    15   23 0.164E+03 0.84E-03 0.82E-03 0.1E-02    G   0.4E+00 0.5E+00 0.57E-02
    16   25 0.164E+03 0.12E-02 0.12E-02 0.2E-02    G   0.5E-01 0.1E+01 0.00E+00
    17   27 0.163E+03 0.48E-03 0.48E-03 0.9E-03    G   0.4E+00 0.4E+00 0.15E+01
    18   29 0.163E+03 0.99E-03 0.99E-03 0.2E-02    G   0.6E-01 0.9E+00 0.00E+00
    19   31 0.163E+03 0.82E-03 0.81E-03 0.1E-02    G   0.2E+00 0.7E+00 0.00E+00
    20   33 0.163E+03 0.17E-02 0.18E-02 0.3E-02    G   0.3E-01 0.2E+01 0.00E+00
    21   35 0.163E+03 0.55E-03 0.27E-02 0.6E-02    G   0.3E-01 0.3E+01 0.38E-02
    22   36 0.162E+03 0.46E-02 0.39E-02 0.4E-02    G   0.0E+00 0.2E+01 0.39E-02
    23   39 0.162E+03 0.80E-03 0.78E-03 0.2E-02    G   0.1E+00 0.9E+00 0.57E-02
    24   41 0.162E+03 0.13E-02 0.16E-02 0.4E-02    G   0.6E-01 0.2E+01 0.33E-01
    25   42 0.161E+03 0.14E-02 0.15E-02 0.6E-02    G   0.0E+00 0.3E+01 0.15E-02
    26   43 0.161E+03 0.20E-02 0.16E-02 0.4E-02    G   0.0E+00 0.2E+01 0.16E-02
    27   45 0.161E+03 0.30E-03 0.30E-03 0.1E-02    G   0.2E+00 0.5E+00 0.22E-02
    28   46 0.161E+03 0.54E-03 0.55E-03 0.2E-02    G   0.8E-01 0.1E+01 0.29E-01
    29   48 0.161E+03 0.23E-03 0.22E-03 0.9E-03    G   0.2E+00 0.4E+00 0.17E-02
    30   49 0.161E+03 0.40E-03 0.40E-03 0.2E-02    G   0.8E-01 0.9E+00 0.17E-01
    31   51 0.161E+03 0.16E-03 0.16E-03 0.7E-03    G   0.2E+00 0.3E+00 0.20E-02
    32   52 0.161E+03 0.29E-03 0.30E-03 0.1E-02    G   0.9E-01 0.7E+00 0.12E-01
    33   54 0.161E+03 0.26E-03 0.25E-03 0.1E-02    G   0.9E-01 0.6E+00 0.23E-02
    34   56 0.161E+03 0.43E-03 0.48E-03 0.2E-02    G   0.3E-01 0.1E+01 0.24E-02
    35   57 0.161E+03 0.17E-03 0.45E-03 0.4E-02    G   0.0E+00 0.2E+01 0.45E-03
    36   58 0.161E+03 0.76E-03 0.68E-03 0.2E-02    G   0.0E+00 0.9E+00 0.68E-03
    37   60 0.161E+03 0.83E-04 0.82E-04 0.8E-03    G   0.6E-01 0.5E+00 0.42E-03
    38   62 0.161E+03 0.13E-03 0.14E-03 0.2E-02    G   0.1E-01 0.9E+00 0.42E-03
    39   63 0.161E+03 0.63E-04 0.12E-03 0.3E-02    G   0.0E+00 0.2E+01 0.12E-03
    40   64 0.161E+03 0.15E-03 0.14E-03 0.1E-02    G   0.0E+00 0.5E+00 0.14E-03
    41   66 0.161E+03 0.19E-04 0.19E-04 0.7E-03    G   0.1E-01 0.4E+00 0.35E-04
    42   67 0.161E+03 0.12E-04 0.12E-04 0.8E-03    G   0.5E-02 0.5E+00 0.14E-04
    43   68 0.161E+03 0.44E-05 0.40E-05 0.7E-03    G   0.0E+00 0.4E+00 0.40E-05
    44   69 0.161E+03 0.45E-06 0.42E-06 0.2E-03    G   0.0E+00 0.8E-01 0.42E-06
    45   70 0.161E+03 0.50E-08 0.49E-08 0.3E-04    G   0.0E+00 0.2E-01 0.49E-08
    46   71 0.161E+03 0.27E-11 0.28E-11 0.1E-06    G   0.0E+00 0.8E-04 0.28E-11

 ***** RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION     0.160510E+03   RELDX        0.141E-06
 FUNC. EVALS      71         GRAD. EVALS      47
 PRELDF       0.277E-11      NPRELDF      0.277E-11

     I      FINAL X(I)        D(I)          G(I)

     1    0.634775E+01     0.332E+02     0.139E-09
     2    0.840766E+00     0.266E+02    -0.213E-04
     3   -0.628736E+00     0.267E+02    -0.448E-05
     4   -0.370810E+00     0.269E+02    -0.371E-04
     5    0.122859E-02     0.299E+04    -0.579E-06
     6    0.248689E+01     0.234E+02    -0.884E-08

    7 EXTRA FUNC. EVALS FOR COVARIANCE AND DIAGNOSTICS.
    7 EXTRA GRAD. EVALS FOR COVARIANCE AND DIAGNOSTICS.

 SQRT(RECIPROCAL CONDITION OF F.D. HESSIAN) = AT MOST  0.86E-03

 COVARIANCE = H**-1, WHERE H = FINITE-DIFFERENCE HESSIAN

 ROW  1     0.109E-02
 ROW  2     0.394E-03   0.156E-02
 ROW  3    -0.289E-03   0.136E-04   0.148E-02
 ROW  4    -0.155E-03   0.136E-03  -0.383E-04   0.166E-02
 ROW  5     0.323E-05  -0.285E-05   0.866E-05  -0.478E-04   0.963E-05
 ROW  6    -0.415E-03   0.366E-03  -0.111E-02   0.615E-02  -0.122E-02
            0.157    
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.996E-02   -1.00       0.631E-01   0.208E-01   0.254E-01   -1.00    
   0.174       0.116       0.968E-02   0.179E-01   0.237E-01   0.561E-01
   -1.00       0.108E-01   0.361E-01   0.860E-02   0.276E-01   0.239E-01
   0.190E-01   0.708       0.708E-01   0.423E-01   0.511E-01   -1.00    
   0.495E-01   -1.00       -1.00    
 DEVIANCE =    3.31717966064394D-002
 * K =          28
 **** problem insurance (D = I) ****                                     
 * K =          10
 Insurance data from Daryl.                                                     
                  
 * K =           2
 * K =           3
 * K =           5
 * K =          11
 Changing RHO from           11  to           13
 * K =           7

 Run   19:  calling DGLG   with PS =   14

 NONDEFAULT VALUES....

 DTYPE..... IV(16) =  0
 DINIT..... V(38) =  0.1000000E+01

     I     INITIAL X(I)        D(I)

     1     0.000000E+00     0.100E+01
     2     0.000000E+00     0.100E+01
     3     0.000000E+00     0.100E+01
     4     0.000000E+00     0.100E+01
     5     0.000000E+00     0.100E+01
     6     0.000000E+00     0.100E+01
     7     0.000000E+00     0.100E+01
     8     0.000000E+00     0.100E+01
     9     0.000000E+00     0.100E+01
    10     0.000000E+00     0.100E+01
    11     0.000000E+00     0.100E+01
    12     0.000000E+00     0.100E+01
    13     0.000000E+00     0.100E+01
    14     0.100000E+01     0.100E+01
    15     0.100000E+01     0.100E+01
    16     0.200000E+01     0.100E+01
    17    -0.100000E+01     0.100E+01

    IT   NF      F       RELDF   PRELDF   RELDX  MODEL  STPPAR  D*STEP  NPRELDF

     0    1 0.210E+07
     1    3 0.643E+06 0.69E+00 0.82E+00 0.7E-01    G   0.8E+07 0.5E+00 0.00E+00
     2    5 0.180E+06 0.72E+00 0.76E+00 0.4E-01    G   0.6E+07 0.3E+00 0.00E+00
     3    9 0.105E+06 0.42E+00 0.42E+00 0.1E-01    G   0.1E+08 0.7E-01 0.00E+00
     4   14 0.969E+05 0.74E-01 0.74E-01 0.2E-02    G   0.8E+08 0.1E-01 0.00E+00
     5   18 0.950E+05 0.19E-01 0.19E-01 0.4E-03    G   0.3E+09 0.2E-02 0.00E+00
     6   22 0.946E+05 0.46E-02 0.47E-02 0.1E-03    G   0.1E+10 0.6E-03 0.00E+00
     7   26 0.829E+05 0.12E+00 0.12E+00 0.3E-02    G   0.5E+07 0.2E-01 0.00E+00
     8   28 0.644E+05 0.22E+00 0.22E+00 0.6E-02    G   0.1E+08 0.4E-01 0.00E+00
     9   32 0.602E+05 0.65E-01 0.65E-01 0.2E-02    G   0.4E+08 0.1E-01 0.00E+00
    10   34 0.528E+05 0.12E+00 0.12E+00 0.3E-02    G   0.3E+07 0.2E-01 0.00E+00
    11   39 0.512E+05 0.30E-01 0.30E-01 0.7E-03    G   0.7E+08 0.5E-02 0.00E+00
    12   41 0.485E+05 0.54E-01 0.54E-01 0.1E-02    G   0.7E+07 0.9E-02 0.00E+00
    13   43 0.395E+05 0.19E+00 0.19E+00 0.5E-02    G   0.8E+06 0.3E-01 0.00E+00
    14   45 0.535E+04 0.86E+00 0.92E+00 0.4E-01    G   0.2E+06 0.3E+00 0.00E+00
    15   47 0.111E+04 0.79E+00 0.85E+00 0.2E-01    G   0.9E+05 0.2E+00 0.00E+00
    16   49 0.814E+03 0.27E+00 0.28E+00 0.1E-01    G   0.2E+05 0.8E-01 0.00E+00
    17   50 0.680E+03 0.17E+00 0.21E+00 0.1E-01    G   0.2E+05 0.8E-01 0.00E+00
    18   51 0.656E+03 0.35E-01 0.44E-01 0.2E-01    G   0.3E+04 0.9E-01 0.00E+00
    19   52 0.637E+03 0.30E-01 0.35E-01 0.2E-01    G   0.3E+04 0.9E-01 0.00E+00
    20   53 0.624E+03 0.19E-01 0.22E-01 0.2E-01    G   0.1E+04 0.9E-01 0.00E+00
    21   54 0.622E+03 0.43E-02 0.58E-02 0.2E-01    G   0.4E+02 0.9E-01 0.00E+00
    22   55 0.621E+03 0.67E-03 0.63E-03 0.2E-01    G   0.7E+01 0.9E-01 0.70E-03
    23   56 0.621E+03 0.16E-03 0.15E-03 0.2E-01    G   0.1E+02 0.9E-01 0.34E-02
    24   58 0.621E+03 0.14E-03 0.14E-03 0.2E-01    G   0.1E+02 0.8E-01 0.00E+00
    25   59 0.621E+03 0.25E-03 0.29E-03 0.4E-01    G   0.7E+01 0.2E+00 0.36E-01
    26   61 0.621E+03 0.24E-03 0.20E-03 0.2E-01    G   0.7E+01 0.1E+00 0.26E-03
    27   63 0.621E+03 0.19E-03 0.19E-03 0.2E-01    G   0.1E+01 0.1E+00 0.28E-03
    28   64 0.621E+03 0.14E-03 0.15E-03 0.2E-01    G   0.0E+00 0.1E+00 0.15E-03
    29   65 0.620E+03 0.18E-03 0.15E-03 0.7E-02    G   0.0E+00 0.4E-01 0.15E-03
    30   67 0.620E+03 0.25E-04 0.25E-04 0.2E-02    G   0.7E+02 0.1E-01 0.11E-03
    31   69 0.620E+03 0.54E-04 0.65E-04 0.7E-02    G   0.2E+02 0.4E-01 0.16E-03
    32   70 0.620E+03 0.47E-04 0.39E-04 0.7E-02    G   0.0E+00 0.4E-01 0.39E-04
    33   71 0.620E+03 0.12E-04 0.21E-04 0.4E-02    G   0.0E+00 0.3E-01 0.21E-04
    34   72 0.620E+03 0.23E-04 0.21E-04 0.3E-02    G   0.0E+00 0.2E-01 0.21E-04
    35   74 0.620E+03 0.27E-05 0.27E-05 0.1E-02    G   0.4E+02 0.5E-02 0.11E-04
    36   76 0.620E+03 0.19E-05 0.19E-05 0.1E-02    G   0.6E+01 0.5E-02 0.47E-05
    37   78 0.620E+03 0.13E-05 0.12E-05 0.7E-03    G   0.5E+02 0.4E-02 0.42E-05
    38   80 0.620E+03 0.20E-05 0.21E-05 0.1E-02    G   0.1E+02 0.7E-02 0.68E-05
    39   82 0.620E+03 0.22E-05 0.20E-05 0.1E-02    G   0.1E+02 0.7E-02 0.26E-05
    40   83 0.620E+03 0.21E-05 0.18E-05 0.2E-02    G   0.1E+02 0.7E-02 0.21E-05
    41   84 0.620E+03 0.17E-05 0.18E-05 0.2E-02    G   0.0E+00 0.1E-01 0.18E-05
    42   85 0.620E+03 0.26E-05 0.21E-05 0.1E-02    G   0.0E+00 0.5E-02 0.21E-05
    43   87 0.620E+03 0.12E-05 0.12E-05 0.1E-02    G   0.2E+02 0.6E-02 0.23E-05
    44   89 0.620E+03 0.12E-05 0.11E-05 0.1E-02    G   0.0E+00 0.6E-02 0.17E-05
    45   91 0.620E+03 0.11E-05 0.10E-05 0.1E-02    G   0.1E+02 0.6E-02 0.15E-05
    46   93 0.620E+03 0.97E-06 0.88E-06 0.1E-02    G   0.0E+00 0.5E-02 0.14E-05
    47   95 0.620E+03 0.86E-06 0.79E-06 0.1E-02    G   0.1E+02 0.5E-02 0.13E-05
    48   97 0.620E+03 0.76E-06 0.70E-06 0.1E-02    G   0.0E+00 0.5E-02 0.12E-05
    49   99 0.620E+03 0.64E-06 0.60E-06 0.9E-03    G   0.1E+02 0.4E-02 0.12E-05
    50  100 0.620E+03 0.71E-06 0.91E-06 0.2E-02    G   0.5E+01 0.9E-02 0.12E-05
    51  101 0.620E+03 0.91E-06 0.69E-06 0.1E-02    G   0.0E+00 0.5E-02 0.69E-06
    52  102 0.620E+03 0.49E-06 0.62E-06 0.2E-02    G   0.2E+01 0.9E-02 0.66E-06
    53  103 0.620E+03 0.69E-06 0.55E-06 0.8E-03    G   0.0E+00 0.4E-02 0.55E-06
    54  104 0.620E+03 0.26E-06 0.46E-06 0.2E-02    G   0.2E+01 0.9E-02 0.51E-06
    55  105 0.620E+03 0.51E-06 0.44E-06 0.6E-03    G   0.0E+00 0.3E-02 0.44E-06
    56  106 0.620E+03 0.64E-07 0.32E-06 0.2E-02    G   0.1E+01 0.9E-02 0.35E-06
    57  107 0.620E+03 0.39E-06 0.37E-06 0.4E-03    G   0.0E+00 0.2E-02 0.37E-06
    58  109 0.620E+03 0.91E-07 0.92E-07 0.7E-03    G   0.4E+01 0.3E-02 0.19E-06
    59  110 0.620E+03 0.75E-07 0.69E-07 0.7E-03    G   0.2E+01 0.3E-02 0.88E-07
    60  111 0.620E+03 0.53E-07 0.54E-07 0.1E-02    G   0.0E+00 0.5E-02 0.54E-07
    61  112 0.620E+03 0.43E-07 0.37E-07 0.3E-03    G   0.0E+00 0.2E-02 0.37E-07
    62  113 0.620E+03 0.11E-07 0.14E-07 0.7E-03    G   0.0E+00 0.3E-02 0.14E-07
    63  114 0.620E+03 0.68E-08 0.65E-08 0.1E-03    G   0.0E+00 0.5E-03 0.65E-08
    64  115 0.620E+03 0.32E-09 0.32E-09 0.1E-03    G   0.0E+00 0.6E-03 0.32E-09
    65  116 0.620E+03 0.60E-11 0.60E-11 0.3E-05    G   0.0E+00 0.2E-04 0.60E-11

 ***** RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION     0.620375E+03   RELDX        0.343E-05
 FUNC. EVALS     116         GRAD. EVALS      66
 PRELDF       0.598E-11      NPRELDF      0.598E-11

     I      FINAL X(I)        D(I)          G(I)

     1   -0.205141E-02     0.100E+01     0.565E-04
     2   -0.198125E-02     0.100E+01     0.387E-04
     3   -0.111200E-02     0.100E+01     0.566E-05
     4   -0.531678E-03     0.100E+01    -0.329E-05
     5    0.241718E-02     0.100E+01     0.523E-05
     6    0.122307E-02     0.100E+01    -0.548E-04
     7    0.979342E-03     0.100E+01    -0.299E-04
     8    0.182946E-02     0.100E+01     0.181E-04
     9    0.185834E-02     0.100E+01    -0.110E-03
    10   -0.371478E-03     0.100E+01    -0.781E-04
    11   -0.480743E-02     0.100E+01    -0.233E-03
    12   -0.360719E-02     0.100E+01    -0.175E-03
    13    0.537430E-03     0.100E+01    -0.212E-04
    14    0.223880E-01     0.100E+01    -0.479E-03
    15    0.111635E+00     0.100E+01    -0.336E-07
    16    0.241031E+01     0.100E+01    -0.204E-07
    17   -0.139646E+01     0.100E+01    -0.256E-04

   18 EXTRA FUNC. EVALS FOR COVARIANCE AND DIAGNOSTICS.
   18 EXTRA GRAD. EVALS FOR COVARIANCE AND DIAGNOSTICS.

 SQRT(RECIPROCAL CONDITION OF F.D. HESSIAN) = AT MOST  0.13E-03

 COVARIANCE = H**-1, WHERE H = FINITE-DIFFERENCE HESSIAN

 ROW  1     0.202E-04
 ROW  2     0.186E-04   0.195E-04
 ROW  3     0.106E-04   0.109E-04   0.643E-05
 ROW  4     0.442E-05   0.465E-05   0.268E-05   0.133E-05
 ROW  5    -0.222E-04  -0.222E-04  -0.127E-04  -0.544E-05   0.261E-04
 ROW  6    -0.119E-04  -0.118E-04  -0.672E-05  -0.287E-05   0.137E-04
            0.742E-05
 ROW  7    -0.939E-05  -0.930E-05  -0.529E-05  -0.226E-05   0.108E-04
            0.577E-05   0.467E-05
 ROW  8    -0.174E-04  -0.176E-04  -0.101E-04  -0.432E-05   0.205E-04
            0.109E-04   0.858E-05   0.164E-04
 ROW  9    -0.174E-04  -0.176E-04  -0.100E-04  -0.431E-05   0.204E-04
            0.109E-04   0.854E-05   0.162E-04   0.162E-04
 ROW 10     0.309E-05   0.313E-05   0.178E-05   0.763E-06  -0.364E-05
           -0.193E-05  -0.152E-05  -0.293E-05  -0.288E-05   0.578E-06
 ROW 11     0.411E-04   0.415E-04   0.237E-04   0.102E-04  -0.484E-04
           -0.257E-04  -0.202E-04  -0.384E-04  -0.383E-04   0.680E-05
            0.907E-04
 ROW 12     0.301E-04   0.305E-04   0.174E-04   0.748E-05  -0.355E-04
           -0.189E-04  -0.148E-04  -0.282E-04  -0.281E-04   0.499E-05
            0.665E-04   0.488E-04
 ROW 13    -0.622E-05  -0.629E-05  -0.359E-05  -0.154E-05   0.733E-05
            0.389E-05   0.306E-05   0.582E-05   0.579E-05  -0.103E-05
           -0.137E-04  -0.101E-04   0.234E-05
 ROW 14    -0.264E-03  -0.267E-03  -0.152E-03  -0.655E-04   0.310E-03
            0.165E-03   0.130E-03   0.247E-03   0.246E-03  -0.437E-04
           -0.581E-03  -0.426E-03   0.880E-04   0.373E-02
 ROW 15     0.287E-04   0.435E-04   0.295E-04   0.523E-05  -0.387E-04
           -0.264E-04  -0.178E-04  -0.412E-04  -0.346E-04   0.822E-05
            0.816E-04   0.632E-04  -0.109E-04  -0.543E-03   0.240E-01
 ROW 16    -0.485E-04  -0.734E-04  -0.496E-04  -0.885E-05   0.653E-04
            0.445E-04   0.301E-04   0.694E-04   0.584E-04  -0.139E-04
           -0.138E-03  -0.107E-03   0.185E-04   0.916E-03  -0.399E-01
            0.671E-01
 ROW 17     0.438E-02   0.443E-02   0.253E-02   0.109E-02  -0.516E-02
           -0.274E-02  -0.216E-02  -0.410E-02  -0.408E-02   0.726E-03
            0.966E-02   0.708E-02  -0.146E-02  -0.620E-01   0.902E-02
           -0.152E-01    1.03    
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.248E-02   0.650E-01   -1.00       0.317E-01   0.436E-02   -1.00    
   -1.00       -1.00       0.237E-02   0.178E-01   0.742E-01   -1.00    
   -1.00       0.933E-02   -1.00       0.362E-02   -1.00       -1.00    
   0.686E-01   -1.00       0.127       -1.00       -1.00       -1.00    
   0.388E-01   -1.00       -1.00       0.260       0.115       -1.00    
   0.326E-02   0.773E-01   0.456E-02   -1.00       -1.00       0.364E-01
   -1.00       -1.00       0.352E-01   -1.00       0.102       -1.00    
   -1.00       -1.00       0.714E-01   -1.00       -1.00       -1.00    
   -1.00       -1.00       0.274E-01   0.713E-01   0.539E-02   0.371E-02
   0.522E-01   -1.00       0.740E-01   -1.00       0.559E-02   -1.00    
   -1.00       -1.00       0.285E-01   0.389E-02   -1.00       0.287E-02
   -1.00       -1.00       0.200E-02   0.959E-02   -1.00       -1.00    
   -1.00       -1.00       -1.00       -1.00       -1.00       -1.00    
   -1.00       0.225E-02   -1.00       0.423E-01   0.202E-02   -1.00    
   0.296E-01   -1.00       0.191E-01   0.469E-02   -1.00       -1.00    
   0.458E-01   0.228E-02   0.423E-01   0.226E-01   -1.00       0.206E-02
   -1.00       0.370E-02   0.219E-02   -1.00       -1.00       -1.00    
   0.250E-02   -1.00       -1.00       -1.00       -1.00       -1.00    
   0.272E-02   0.743E-01   0.469E-02   -1.00       -1.00       0.232E-02
   -1.00       -1.00       0.744E-01   0.117E-01   0.200E-02   -1.00    
   -1.00       -1.00       -1.00    
 DEVIANCE =    13.7311099839684     
 * K =          28
 **** problem insurance.1 (D = I) ****                                   
 * K =           5
 * K =           7

 Run   20:  calling DGLG   with PS =   14

 NONDEFAULT VALUES....

 DTYPE..... IV(16) =  0
 DINIT..... V(38) =  0.1000000E+01

     I     INITIAL X(I)        D(I)

     1     0.000000E+00     0.100E+01
     2     0.000000E+00     0.100E+01
     3     0.000000E+00     0.100E+01
     4     0.000000E+00     0.100E+01
     5     0.000000E+00     0.100E+01
     6     0.000000E+00     0.100E+01
     7     0.000000E+00     0.100E+01
     8     0.000000E+00     0.100E+01
     9     0.000000E+00     0.100E+01
    10     0.000000E+00     0.100E+01
    11     0.000000E+00     0.100E+01
    12     0.000000E+00     0.100E+01
    13     0.000000E+00     0.100E+01
    14     0.100000E+01     0.100E+01
    15     0.100000E+01     0.100E+01
    16     0.150000E+01     0.100E+01
    17    -0.100000E+01     0.100E+01

    IT   NF      F       RELDF   PRELDF   RELDX  MODEL  STPPAR  D*STEP  NPRELDF

     0    1 0.379E+07
     1    3 0.133E+07 0.65E+00 0.64E+00 0.1E+00    G   0.8E+07 0.5E+00 0.00E+00
     2    7 0.729E+06 0.45E+00 0.46E+00 0.3E-01    G   0.2E+08 0.2E+00 0.00E+00
     3   10 0.450E+06 0.38E+00 0.39E+00 0.2E-01    G   0.4E+08 0.9E-01 0.00E+00
     4   14 0.381E+06 0.15E+00 0.15E+00 0.5E-02    G   0.1E+09 0.2E-01 0.00E+00
     5   18 0.365E+06 0.43E-01 0.43E-01 0.1E-02    G   0.4E+09 0.6E-02 0.00E+00
     6   21 0.357E+06 0.21E-01 0.21E-01 0.6E-03    G   0.8E+09 0.3E-02 0.00E+00
     7   24 0.308E+06 0.14E+00 0.14E+00 0.4E-02    G   0.1E+08 0.3E-01 0.00E+00
     8   27 0.265E+06 0.14E+00 0.14E+00 0.4E-02    G   0.7E+08 0.2E-01 0.00E+00
     9   29 0.228E+06 0.14E+00 0.14E+00 0.4E-02    G   0.6E+08 0.2E-01 0.00E+00
    10   31 0.170E+06 0.26E+00 0.26E+00 0.8E-02    G   0.4E+07 0.5E-01 0.00E+00
    11   33 0.886E+05 0.48E+00 0.52E+00 0.2E-01    G   0.6E+07 0.1E+00 0.00E+00
    12   37 0.792E+05 0.11E+00 0.10E+00 0.2E-02    G   0.3E+08 0.2E-01 0.00E+00
    13   39 0.728E+05 0.81E-01 0.85E-01 0.2E-02    G   0.6E+07 0.2E-01 0.00E+00
    14   41 0.604E+05 0.17E+00 0.17E+00 0.5E-02    G   0.1E+07 0.4E-01 0.00E+00
    15   44 0.494E+05 0.18E+00 0.18E+00 0.6E-02    G   0.5E+07 0.5E-01 0.00E+00
    16   46 0.330E+05 0.33E+00 0.33E+00 0.1E-01    G   0.3E+06 0.9E-01 0.00E+00
    17   48 0.989E+04 0.70E+00 0.75E+00 0.3E-01    G   0.5E+06 0.2E+00 0.00E+00
    18   50 0.280E+04 0.72E+00 0.74E+00 0.1E-01    G   0.5E+06 0.1E+00 0.00E+00
    19   52 0.116E+04 0.59E+00 0.70E+00 0.7E-02    G   0.4E+06 0.6E-01 0.00E+00
    20   54 0.712E+03 0.39E+00 0.35E+00 0.7E-02    G   0.2E+06 0.3E-01 0.00E+00
    21   55 0.641E+03 0.10E+00 0.14E+00 0.5E-02    G   0.3E+05 0.3E-01 0.00E+00
    22   56 0.624E+03 0.25E-01 0.23E-01 0.7E-02    G   0.5E+04 0.3E-01 0.00E+00
    23   57 0.622E+03 0.42E-02 0.46E-02 0.8E-02    G   0.9E+03 0.3E-01 0.00E+00
    24   58 0.622E+03 0.16E-03 0.16E-03 0.8E-02    G   0.3E+02 0.3E-01 0.00E+00
    25   61 0.621E+03 0.18E-03 0.18E-03 0.3E-01    G   0.2E+01 0.1E+00 0.00E+00
    26   63 0.621E+03 0.16E-03 0.16E-03 0.3E-01    G   0.8E+01 0.1E+00 0.81E-01
    27   65 0.621E+03 0.30E-03 0.34E-03 0.5E-01    G   0.1E+01 0.2E+00 0.00E+00
    28   67 0.621E+03 0.15E-03 0.14E-03 0.1E-01    G   0.2E+02 0.6E-01 0.39E-03
    29   69 0.621E+03 0.13E-03 0.45E-03 0.5E-01    G   0.5E+01 0.2E+00 0.00E+00
    30   70 0.621E+03 0.46E-03 0.40E-03 0.1E-01    G   0.0E+00 0.6E-01 0.40E-03
    31   72 0.621E+03 0.55E-04 0.54E-04 0.5E-02    G   0.5E+02 0.2E-01 0.46E-03
    32   73 0.621E+03 0.99E-04 0.10E-03 0.1E-01    G   0.3E+02 0.5E-01 0.22E-02
    33   75 0.621E+03 0.43E-04 0.42E-04 0.4E-02    G   0.6E+02 0.2E-01 0.34E-03
    34   76 0.621E+03 0.78E-04 0.79E-04 0.7E-02    G   0.3E+02 0.4E-01 0.87E-03
    35   78 0.621E+03 0.33E-04 0.33E-04 0.3E-02    G   0.8E+02 0.2E-01 0.23E-03
    36   80 0.620E+03 0.72E-04 0.76E-04 0.7E-02    G   0.2E+02 0.4E-01 0.44E-03
    37   82 0.620E+03 0.36E-04 0.35E-04 0.3E-02    G   0.5E+02 0.2E-01 0.11E-03
    38   84 0.620E+03 0.51E-04 0.53E-04 0.5E-02    G   0.9E+01 0.3E-01 0.17E-03
    39   86 0.620E+03 0.36E-04 0.34E-04 0.4E-02    G   0.2E+02 0.3E-01 0.57E-04
    40   88 0.620E+03 0.27E-04 0.26E-04 0.4E-02    G   0.0E+00 0.3E-01 0.44E-04
    41   89 0.620E+03 0.20E-05 0.22E-04 0.7E-02    G   0.0E+00 0.5E-01 0.22E-04
    42   90 0.620E+03 0.30E-04 0.29E-04 0.2E-02    G   0.0E+00 0.8E-02 0.29E-04
    43   92 0.620E+03 0.64E-06 0.64E-06 0.5E-03    G   0.3E+02 0.4E-02 0.19E-05
    44   93 0.620E+03 0.79E-06 0.85E-06 0.1E-02    G   0.7E+01 0.7E-02 0.17E-05
    45   94 0.620E+03 0.48E-06 0.42E-06 0.1E-02    G   0.0E+00 0.8E-02 0.42E-06
    46   95 0.620E+03 0.37E-06 0.28E-06 0.9E-03    G   0.0E+00 0.4E-02 0.28E-06
    47   96 0.620E+03 0.14E-06 0.23E-06 0.2E-02    G   0.0E+00 0.8E-02 0.23E-06
    48   97 0.620E+03 0.31E-06 0.28E-06 0.4E-03    G   0.0E+00 0.2E-02 0.28E-06
    49   99 0.620E+03 0.97E-07 0.99E-07 0.8E-03    G   0.3E+01 0.4E-02 0.17E-06
    50  100 0.620E+03 0.79E-07 0.69E-07 0.8E-03    G   0.1E+01 0.4E-02 0.74E-07
    51  101 0.620E+03 0.54E-07 0.44E-07 0.8E-03    G   0.0E+00 0.4E-02 0.44E-07
    52  102 0.620E+03 0.29E-07 0.23E-07 0.5E-03    G   0.0E+00 0.2E-02 0.23E-07
    53  103 0.620E+03 0.11E-07 0.93E-08 0.5E-03    G   0.0E+00 0.2E-02 0.93E-08
    54  104 0.620E+03 0.30E-08 0.26E-08 0.2E-03    G   0.0E+00 0.9E-03 0.26E-08
    55  105 0.620E+03 0.28E-09 0.26E-09 0.1E-03    G   0.0E+00 0.5E-03 0.26E-09
    56  106 0.620E+03 0.44E-11 0.44E-11 0.9E-05    G   0.0E+00 0.4E-04 0.44E-11

 ***** RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION     0.620375E+03   RELDX        0.854E-05
 FUNC. EVALS     106         GRAD. EVALS      57
 PRELDF       0.439E-11      NPRELDF      0.439E-11

     I      FINAL X(I)        D(I)          G(I)

     1   -0.205141E-02     0.100E+01     0.331E-03
     2   -0.198124E-02     0.100E+01     0.227E-03
     3   -0.111200E-02     0.100E+01     0.342E-04
     4   -0.531677E-03     0.100E+01    -0.182E-04
     5    0.241718E-02     0.100E+01     0.304E-04
     6    0.122307E-02     0.100E+01    -0.320E-03
     7    0.979341E-03     0.100E+01    -0.175E-03
     8    0.182946E-02     0.100E+01     0.103E-03
     9    0.185834E-02     0.100E+01    -0.647E-03
    10   -0.371478E-03     0.100E+01    -0.458E-03
    11   -0.480742E-02     0.100E+01    -0.136E-02
    12   -0.360719E-02     0.100E+01    -0.102E-02
    13    0.537429E-03     0.100E+01    -0.124E-03
    14    0.223880E-01     0.100E+01    -0.280E-02
    15    0.111635E+00     0.100E+01    -0.269E-07
    16    0.241031E+01     0.100E+01    -0.154E-07
    17   -0.139646E+01     0.100E+01    -0.153E-03

   18 EXTRA FUNC. EVALS FOR COVARIANCE AND DIAGNOSTICS.
   18 EXTRA GRAD. EVALS FOR COVARIANCE AND DIAGNOSTICS.

 SQRT(RECIPROCAL CONDITION OF F.D. HESSIAN) = AT MOST  0.13E-03

 COVARIANCE = H**-1, WHERE H = FINITE-DIFFERENCE HESSIAN

 ROW  1     0.202E-04
 ROW  2     0.186E-04   0.195E-04
 ROW  3     0.106E-04   0.109E-04   0.642E-05
 ROW  4     0.442E-05   0.465E-05   0.268E-05   0.133E-05
 ROW  5    -0.222E-04  -0.222E-04  -0.127E-04  -0.544E-05   0.261E-04
 ROW  6    -0.119E-04  -0.118E-04  -0.672E-05  -0.287E-05   0.137E-04
            0.742E-05
 ROW  7    -0.939E-05  -0.930E-05  -0.529E-05  -0.226E-05   0.108E-04
            0.577E-05   0.466E-05
 ROW  8    -0.174E-04  -0.176E-04  -0.101E-04  -0.432E-05   0.205E-04
            0.109E-04   0.858E-05   0.164E-04
 ROW  9    -0.174E-04  -0.176E-04  -0.100E-04  -0.431E-05   0.204E-04
            0.109E-04   0.854E-05   0.162E-04   0.162E-04
 ROW 10     0.309E-05   0.313E-05   0.178E-05   0.763E-06  -0.364E-05
           -0.193E-05  -0.152E-05  -0.293E-05  -0.288E-05   0.578E-06
 ROW 11     0.411E-04   0.415E-04   0.237E-04   0.102E-04  -0.484E-04
           -0.257E-04  -0.202E-04  -0.384E-04  -0.382E-04   0.679E-05
            0.907E-04
 ROW 12     0.301E-04   0.305E-04   0.174E-04   0.748E-05  -0.355E-04
           -0.188E-04  -0.148E-04  -0.282E-04  -0.281E-04   0.499E-05
            0.665E-04   0.488E-04
 ROW 13    -0.622E-05  -0.629E-05  -0.359E-05  -0.154E-05   0.733E-05
            0.389E-05   0.306E-05   0.581E-05   0.579E-05  -0.103E-05
           -0.137E-04  -0.101E-04   0.234E-05
 ROW 14    -0.263E-03  -0.267E-03  -0.152E-03  -0.655E-04   0.310E-03
            0.165E-03   0.130E-03   0.247E-03   0.245E-03  -0.437E-04
           -0.581E-03  -0.426E-03   0.880E-04   0.373E-02
 ROW 15     0.284E-04   0.432E-04   0.293E-04   0.517E-05  -0.384E-04
           -0.262E-04  -0.177E-04  -0.409E-04  -0.344E-04   0.818E-05
            0.810E-04   0.628E-04  -0.108E-04  -0.539E-03   0.240E-01
 ROW 16    -0.480E-04  -0.729E-04  -0.494E-04  -0.874E-05   0.648E-04
            0.442E-04   0.299E-04   0.690E-04   0.580E-04  -0.138E-04
           -0.137E-03  -0.106E-03   0.183E-04   0.910E-03  -0.399E-01
            0.671E-01
 ROW 17     0.438E-02   0.443E-02   0.253E-02   0.109E-02  -0.516E-02
           -0.274E-02  -0.216E-02  -0.410E-02  -0.408E-02   0.726E-03
            0.966E-02   0.708E-02  -0.146E-02  -0.620E-01   0.896E-02
           -0.151E-01    1.03    
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.248E-02   0.650E-01   -1.00       0.317E-01   0.436E-02   -1.00    
   -1.00       -1.00       0.237E-02   0.178E-01   0.742E-01   -1.00    
   -1.00       0.933E-02   -1.00       0.362E-02   -1.00       -1.00    
   0.686E-01   -1.00       0.127       -1.00       -1.00       -1.00    
   0.388E-01   -1.00       -1.00       0.260       0.115       -1.00    
   0.326E-02   0.773E-01   0.456E-02   -1.00       -1.00       0.364E-01
   -1.00       -1.00       0.352E-01   -1.00       0.102       -1.00    
   -1.00       -1.00       0.714E-01   -1.00       -1.00       -1.00    
   -1.00       -1.00       0.274E-01   0.713E-01   0.539E-02   0.371E-02
   0.522E-01   -1.00       0.740E-01   -1.00       0.559E-02   -1.00    
   -1.00       -1.00       0.285E-01   0.389E-02   -1.00       0.287E-02
   -1.00       -1.00       0.200E-02   0.959E-02   -1.00       -1.00    
   -1.00       -1.00       -1.00       -1.00       -1.00       -1.00    
   -1.00       0.225E-02   -1.00       0.423E-01   0.202E-02   -1.00    
   0.296E-01   -1.00       0.191E-01   0.469E-02   -1.00       -1.00    
   0.458E-01   0.228E-02   0.423E-01   0.226E-01   -1.00       0.206E-02
   -1.00       0.370E-02   0.219E-02   -1.00       -1.00       -1.00    
   0.250E-02   -1.00       -1.00       -1.00       -1.00       -1.00    
   0.272E-02   0.743E-01   0.469E-02   -1.00       -1.00       0.232E-02
   -1.00       -1.00       0.744E-01   0.117E-01   0.200E-02   -1.00    
   -1.00       -1.00       -1.00    
 DEVIANCE =    13.7311104624848     
