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

 Run    1:  calling  GLG   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 0.31E-06 0.25E-06 0.8E-03    G   0.0E+00 0.3E-01 0.25E-06

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

 FUNCTION     0.486108E+03   RELDX        0.810E-03
 FUNC. EVALS       4         GRAD. EVALS       4
 PRELDF       0.251E-06      NPRELDF      0.251E-06

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

     1    0.359301E-01     0.102E+03    -0.275E-02
     2    0.621813E-01     0.259E+03    -0.212E-02

    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     0.305E-03
 ROW  2    -0.991E-04   0.472E-04
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.679E-01   0.122E-01   0.679E-01   0.312E-02   0.122E-01   0.580E-01
   0.312E-02   0.840E-04   0.117E-01   0.840E-04   0.746E-02   0.100    
   0.183E-05   0.203E-02   0.844E-02   0.148       0.109E-01   0.210E-01
   0.215E-02   0.968E-01
 DEVIANCE =    12.66914    
 *          28
 **** problem e2.2 ****                                                  
 *          10
  Data for model (2.2) in Frome '84.                                            
                  
 *           7

 Run    2:  calling  GLG   with PS =    3

     I     INITIAL X(I)        D(I)

     1     0.353129E+01     0.520E+01
     2     0.359229E+01     0.122E+02
     3     0.227781E+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 0.2E-01    G   0.0E+00 0.3E+01 0.11E-03
     3    5-0.865E+04 0.23E-06 0.11E-06 0.6E-03    G   0.0E+00 0.5E-01 0.11E-06
     4    6-0.865E+04-0.11E-06 0.20E-12 0.8E-06    G   0.0E+00 0.9E-04 0.20E-12

 ***** X- AND RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION    -0.865021E+04   RELDX        0.846E-06
 FUNC. EVALS       6         GRAD. EVALS       4
 PRELDF       0.200E-12      NPRELDF      0.200E-12

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

     1    0.285931E+01     0.544E+01    -0.295E-03
     2    0.379916E+01     0.121E+02    -0.411E-03
     3    0.225736E+01     0.713E+01     0.160E-03

    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   0.174E-01
   0.294E-02   0.358E-01   0.506E-01   0.269E-01   0.108E-02   0.348E-01
    1.39       0.836E-01   0.577E-02   0.185       0.412E-02   0.108E-01
   0.236E-01   0.224       0.370E-04
 DEVIANCE =    29.95654    
 *          28
 **** problem e2.6 ****                                                  
 *          10
  Data for model (2.6) in Frome '84.                                            
                  
 *           7

 Run    3:  calling  GLG   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

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

 FUNCTION    -0.865104E+04   RELDX        0.648E-02
 FUNC. EVALS       9         GRAD. EVALS       7
 PRELDF       0.172E-04      NPRELDF      0.172E-04

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

     1    0.543277E+01     0.106E+02    -0.284E+00
     2    0.271777E+00     0.301E+02    -0.679E+00
     3    0.731824E+01     0.157E+01    -0.137E+00

    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   0.468E-02
 ROW  3    -0.721E-01  -0.223E-03   0.775    
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.566E-03   0.144       0.913E-02   0.165E-01   0.454E-01   0.959E-03
   0.128E-01   0.277E-02   0.273E-01   0.967E-01   0.249E-02   0.735E-02
   0.573E-02   0.172E-01   0.449E-01   0.346E-01   0.609E-03   0.855E-01
    1.71       0.407       0.117       0.393       0.502E-03   0.102E-02
   0.270E-01   0.138       0.417E-01
 DEVIANCE =    28.30615    
 *          28
 **** problem e2.8 ****                                                  
 *          10
  Data for model (2.8) in Frome '84.                                            
                  
 *           7

 Run    4:  calling  GLG   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

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

 FUNCTION     0.869543E+04   RELDX        0.420E-02
 FUNC. EVALS      26         GRAD. EVALS      23
 PRELDF       0.146E-04      NPRELDF      0.146E-04

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

     1    0.339943E+01     0.608E+01     0.719E+00
     2   -0.888441E+01     0.308E+02     0.308E-01
     3    0.824734E+00     0.971E+02    -0.914E+00
     4   -0.871153E+01     0.101E+02    -0.115E+00

    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     0.324E-01
 ROW  2    -0.457E-02   0.508E-01
 ROW  3     0.976E-03  -0.158E-01   0.501E-02
 ROW  4    -0.263E-02  -0.791E-02   0.217E-02   0.126E-01
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.349E-02   0.777E-04   0.269E-02   0.283       0.179       0.124E-01
   0.535E-02   0.720E-04   0.274E-02   0.995E-01   0.453E-03   0.934E-06
   0.193       0.549E-01   0.194       0.217E-01    3.87       0.242    
   0.865E-05   0.185       0.688E-03   0.882       0.838       0.143E-01
   0.219E-02   0.200E-02   0.251E-02   0.231E-01   0.220E-01   0.772E-03
 DEVIANCE =    43.52605    
 *          28
 **** problem e3.1 ****                                                  
 *          10
  Data for model (3.1) in Frome '84.                                            
                  
 *           7

 Run    5:  calling  GLG   with PS =    2

     I     INITIAL X(I)        D(I)

     1     0.317713E-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 0.19E-05 0.18E-05 0.1E-02    G   0.0E+00 0.8E-01 0.18E-05

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

 FUNCTION     0.108871E+04   RELDX        0.137E-02
 FUNC. EVALS       3         GRAD. EVALS       3
 PRELDF       0.176E-05      NPRELDF      0.176E-05

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

     1    0.266970E-01     0.175E+03    -0.342E-01
     2    0.477901E-02     0.549E+04    -0.202E+00

    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)...
    9.83       0.179       0.326E-02   0.677       0.325    
 DEVIANCE =    6.037476    
 *          28
 **** problem e3.3 ****                                                  
 *          10
  Data for model (3.3) in Frome '84.                                            
                  
 *           7

 Run    6:  calling  GLG   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

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

 FUNCTION     0.110260E+04   RELDX        0.397E-02
 FUNC. EVALS       9         GRAD. EVALS       7
 PRELDF       0.138E-04      NPRELDF      0.138E-04

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

     1   -0.276152E+01     0.191E+02     0.375E-01
     2    0.307740E-01     0.123E+04     0.370E+00

    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)...
    6.11        8.04       0.800       0.943       0.403    
 DEVIANCE =    33.82263    
 *          28
 **** problem e3.5 ****                                                  
 *          10
  Model (3.5), p. 25 of Frome '84                                               
                  
 *           7

 Run    7:  calling  GLG   with PS =    9

     I     INITIAL X(I)        D(I)

     1     0.249281E+00     0.615E+02
     2    -0.809729E-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     0.218034E-02     0.358E+02
     8     0.302952E-01     0.287E+02
     9     0.629406E-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 0.51E-05 0.49E-05 0.2E-02    G   0.0E+00 0.7E+00 0.49E-05

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

 FUNCTION     0.421723E+04   RELDX        0.204E-02
 FUNC. EVALS      11         GRAD. EVALS       8
 PRELDF       0.493E-05      NPRELDF      0.493E-05

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

     1    0.258354E+01     0.447E+02     0.105E-01
     2   -0.361239E+01     0.146E+02     0.956E-02
     3   -0.316187E+01     0.338E+02     0.287E-02
     4   -0.307282E+01     0.277E+02    -0.452E-03
     5   -0.297114E+01     0.233E+02     0.144E-02
     6   -0.280540E+01     0.237E+02     0.362E-02
     7   -0.265188E+01     0.226E+02     0.226E-02
     8   -0.241708E+01     0.183E+02     0.155E-02
     9   -0.220365E+01     0.197E+02     0.180E-02

   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     0.501E-02
 ROW  2    -0.350E-02   0.716E-02
 ROW  3    -0.352E-02   0.246E-02   0.335E-02
 ROW  4    -0.335E-02   0.234E-02   0.235E-02   0.355E-02
 ROW  5    -0.321E-02   0.224E-02   0.226E-02   0.215E-02   0.391E-02
 ROW  6    -0.295E-02   0.206E-02   0.207E-02   0.198E-02   0.189E-02
            0.352E-02
 ROW  7    -0.300E-02   0.209E-02   0.211E-02   0.201E-02   0.192E-02
            0.177E-02   0.375E-02
 ROW  8    -0.266E-02   0.186E-02   0.187E-02   0.178E-02   0.171E-02
            0.157E-02   0.159E-02   0.440E-02
 ROW  9    -0.251E-02   0.175E-02   0.176E-02   0.168E-02   0.161E-02
            0.148E-02   0.150E-02   0.133E-02   0.383E-02
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.174E-06   0.332E-04   0.322E-01   0.624E-03   0.985E-02   0.667E-02
   0.285        2.98       0.178E-01   0.494E-01   0.184E-01   0.879E-02
   0.353E-02   0.150E-01   0.544E-01   0.433E-02    2.31       0.118    
   0.485E-01   0.787E-01   0.104E-03   0.570E-02   0.147E-01   0.179E-01
   0.107        1.00       0.233       0.135E-05   0.201E-01   0.483E-01
   0.287E-03   0.840E-02   0.372E-03   0.131E-04    1.31       0.113    
   0.183E-03   0.299E-01   0.102E-01   0.131E-02   0.113E-02   0.147E-01
   0.132       0.309E-02   0.111E-01   0.162E-03   0.645E-02   0.243E-01
   0.100E-01   0.194E-01   0.379E-01   0.105       0.239       0.200E-02
   0.291E-01   0.624E-01   0.384E-01   0.321E-01   0.661E-01   0.489E-01
   0.632E-02   0.150       0.105       0.165E-01   0.126E-03   0.116    
   0.136       0.609E-02   0.279       0.336E-01    6.10       0.166E-01
 DEVIANCE =    133.6139    
 *          28
 **** problem ex1 ****                                                   
 *          10
   PRLRT1.DAT: RC3- BIOMETRICS ( 1965 ) P. 613                                  
                  
 *           7

 Run    8:  calling  GLG   with PS =    2

     I     INITIAL X(I)        D(I)

     1     0.157316E+03     0.347E+00
     2    -0.813266E+02     0.144E+00

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

     0    1-0.524E+04
     1    2-0.524E+04 0.20E-04 0.20E-04 0.6E-02    G   0.9E-01 0.9E+00 0.30E-04

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

 FUNCTION    -0.523736E+04   RELDX        0.633E-02
 FUNC. EVALS       2         GRAD. EVALS       2
 PRELDF       0.199E-04      NPRELDF      0.301E-04

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

     1    0.159319E+03     0.346E+00    -0.218E-01
     2   -0.854267E+02     0.144E+00     0.741E-02

    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      71.9    
 ROW  2     -163.        416.    
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.650E-01   0.298       0.160E-04   0.276       0.330E-01   0.171    
   0.335       0.997E-02   0.417E-01   0.118E-01   0.358    
 DEVIANCE =    14.30579    
 *          28
 **** problem ex2 ****                                                   
 *          10
  PRLLT3.DAT:  NELDER-WEDDERBURN (1972) P.378                                   
                  
 *           7

 Run    9:  calling  GLG   with PS =    9

     I     INITIAL X(I)        D(I)

     1     0.502999E+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    -0.184725E-01     0.640E+01
     7     0.480534E-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 0.40E-05 0.38E-05 0.4E-02    G   0.0E+00 0.2E+00 0.38E-05

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

 FUNCTION    -0.355016E+03   RELDX        0.356E-02
 FUNC. EVALS       5         GRAD. EVALS       5
 PRELDF       0.376E-05      NPRELDF      0.376E-05

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

     1    0.359375E+00     0.149E+02    -0.140E-02
     2    0.137204E+01     0.705E+01    -0.220E-01
     3    0.185962E+01     0.707E+01     0.666E-03
     4    0.243636E+01     0.769E+01     0.428E-02
     5    0.250562E+01     0.663E+01    -0.351E-02
     6    0.623542E-01     0.651E+01     0.737E-02
     7    0.602938E-01     0.654E+01     0.209E-01
     8    0.837021E+00     0.100E+02    -0.438E-01
     9   -0.204820E+00     0.438E+02     0.789E-01

   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   0.909E-01
 ROW  3    -0.121       0.892E-01   0.143    
 ROW  4    -0.147       0.104       0.150       0.202    
 ROW  5    -0.168       0.115       0.170       0.213       0.270    
 ROW  6    -0.310E-01   0.263E-02   0.495E-02   0.700E-02   0.886E-02
            0.505E-01
 ROW  7    -0.290E-01   0.140E-02   0.250E-02   0.352E-02   0.458E-02
            0.265E-01   0.509E-01
 ROW  8    -0.191E-01  -0.370E-02  -0.714E-02  -0.101E-01  -0.125E-01
            0.258E-01   0.268E-01   0.377E-01
 ROW  9     0.142E-01  -0.753E-02  -0.136E-01  -0.184E-01  -0.221E-01
           -0.147E-02  -0.142E-02   0.109E-03   0.250E-02
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.233E-01   0.261       0.216E-01    1.61       0.359E-02   0.879E-03
    4.61        1.63       0.199       0.927E-01   0.279E-01   0.269    
    1.06       0.482       0.259       0.641       0.200E-01   0.109    
   0.360        69.1    
 DEVIANCE =    14.07646    
 *          28
 **** problem ex3 ****                                                   
 *          10
  PRNLT1.DAT: TILL AND MCCUL. (1961) DATA-- TARGET MODEL                        
                  
 *           7

 Run   10:  calling  GLG   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

 ***** X- AND RELATIVE FUNCTION CONVERGENCE *****

 FUNCTION    -0.590639E+03   RELDX        0.266E-03
 FUNC. EVALS       5         GRAD. EVALS       4
 PRELDF       0.993E-05      NPRELDF      0.993E-05

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

     1    0.763719E+01     0.291E+01     0.597E-03
     2    0.934067E+00     0.851E+02    -0.181E-01
     3    0.289153E+01     0.635E+01     0.477E-06

    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     0.883    
 ROW  2    -0.152E-01   0.172E-02
 ROW  3    -0.566       0.283E-01   0.625    
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
    3.17       0.307       0.391       0.811       0.397E-01    1.83    
   0.579    
 DEVIANCE =    8.017178    
 *          28
 **** problem ex8-10 ****                                                
 *          10
   Example Frome '84 pp. 8-10 (Table 2, In-Vitro Dose Response, 192 Ir radiation
 )                
 *           7

 Run   11:  calling  GLG   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 0.19E-06 0.25E-06 0.8E-03    G   0.0E+00 0.3E-01 0.25E-06

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

 FUNCTION     0.486108E+03   RELDX        0.810E-03
 FUNC. EVALS       4         GRAD. EVALS       4
 PRELDF       0.251E-06      NPRELDF      0.251E-06

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

     1    0.359301E-01     0.102E+03    -0.282E-02
     2    0.621813E-01     0.259E+03    -0.225E-02

    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     0.305E-03
 ROW  2    -0.991E-04   0.472E-04
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.564       0.314       0.245E-01    4.14    
 DEVIANCE =    1.380554    
 *          28
 **** problem mn202 ****                                                 
 *          10
  Example on p. 202 of McCullagh and Nelder                                     
                  
 *           7

 Run   12:  calling  GLG   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 0.36E-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 0.78E-02 0.1E+00  G-S-G 0.3E-02 0.9E+01 0.84E-02
    12   25 0.157E+03 0.13E-02 0.25E-02 0.2E+00    G   0.6E-04 0.9E+01 0.25E-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 0.85E-04 0.87E-04 0.1E+00    G   0.2E-02 0.1E+01 0.11E-03
    15   30 0.156E+03-0.23E-03 0.33E-04 0.1E+00    G   0.0E+00 0.1E+01 0.33E-04

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

 FUNCTION     0.156441E+03   RELDX        0.999E-01
 FUNC. EVALS      30         GRAD. EVALS      15
 PRELDF       0.335E-04      NPRELDF      0.335E-04

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

     1    0.816823E-01     0.399E+02    -0.249E+01
     2    0.132258E+02     0.335E+00    -0.122E-01
     3    0.448017E+02     0.815E-01     0.148E-02
     4    0.163090E+01     0.728E+00    -0.439E-01
     5    0.316297E+02     0.332E-01     0.180E-02
     6    0.227150E+01     0.445E+00    -0.243E-01
     7    0.499312E+02     0.212E-01     0.788E-03

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

 ++++++ INDEFINITE COVARIANCE MATRIX ++++++
 DEVIANCE =   0.2086296    
 *          28
 **** problem mn202.1 ****                                               
 *          10
  Example on p. 202 of McCullagh and Nelder                                     
                  
 *           7

 Run   13:  calling  GLG   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 0.65E-04 0.67E-04 0.6E-01    G   0.9E-02 0.8E+00 0.16E-03
    10   18 0.156E+03 0.32E-04 0.34E-04 0.5E-01    G   0.5E-02 0.8E+00-0.37E-04

 ***** SINGULAR CONVERGENCE *****

 FUNCTION     0.156445E+03   RELDX        0.460E-01
 FUNC. EVALS      18         GRAD. EVALS      11
 PRELDF       0.337E-04      NPRELDF     -0.373E-04

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

     1    0.115807E+00     0.381E+02    -0.416E+00
     2    0.127876E+02     0.268E+00    -0.310E-02
     3    0.435110E+02     0.641E-01     0.332E-03
     4    0.162657E+00     0.386E+01    -0.698E-01
     5    0.445754E+01     0.159E+00     0.137E-02
     6    0.245473E+00     0.229E+01    -0.376E-01
     7    0.758880E+01     0.102E+00     0.560E-03
 DEVIANCE =   0.2179985    
 *          28
 **** problem mn204 ****                                                 
 *          10
  Example on p. 205 of McCullagh and Nelder                                     
                  
 *           7

 Run   14:  calling  GLG   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 0.22E-05 0.21E-05 0.2E-02    S   0.0E+00 0.5E+00 0.21E-05

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

 FUNCTION     0.135683E+04   RELDX        0.170E-02
 FUNC. EVALS      11         GRAD. EVALS       7
 PRELDF       0.212E-05      NPRELDF      0.212E-05

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

     1   -0.476239E+01     0.214E+02     0.570E-03
     2    0.202246E+01     0.470E+02    -0.245E-03
     3    0.164299E+01     0.108E+02     0.582E-03
     4    0.176276E+01     0.156E+01    -0.101E-03

    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     0.529E-01
 ROW  2    -0.211E-01   0.894E-02
 ROW  3    -0.194E-01   0.688E-02   0.276E-01
 ROW  4     0.171E-01  -0.494E-02   0.897E-01   0.933    
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.221        3.77       0.125       0.142        2.43       0.360    
   0.548       0.164       0.186        1.04       0.301       0.712E-01
    1.11       0.333       0.106    
 DEVIANCE =    53.33516    
 *          28
 **** problem mn205 ****                                                 
 *          10
  Example on p. 204-5 of McCullagh and Nelder                                   
                  
 *           7

 Run   15:  calling  GLG   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

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

 FUNCTION     0.133952E+04   RELDX        0.697E-02
 FUNC. EVALS      17         GRAD. EVALS       9
 PRELDF       0.331E-04      NPRELDF      0.331E-04

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

     1   -0.289688E+01     0.214E+02    -0.619E-02
     2    0.134514E+01     0.441E+02     0.153E-01
     3    0.170841E+01     0.982E+01    -0.713E-02
     4    0.206077E+01     0.140E+01     0.633E-03
     5    0.167369E+01     0.582E+02     0.110E-01

    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   0.481E-02   0.310E-01
 ROW  4     0.254E-01  -0.832E-02   0.117        1.19    
 ROW  5     0.215E-01  -0.891E-02  -0.591E-03   0.752E-02   0.125E-01
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.641        2.71       0.731E-01   0.162E-01    1.08        1.07    
   0.177       0.465       0.826E-01   0.176       0.178E-02   0.154E-01
   0.275E-02   0.457E-01   0.199E-01
 DEVIANCE =    18.69990    
 *          28
 **** problem mn205.1 ****                                               
 *          10
  Example on p. 205-6 of McCullagh and Nelder                                   
                  
 *           7

 Run   16:  calling  GLG   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 0.43E-05 0.45E-05 0.3E-02    G   0.0E+00 0.4E+00 0.45E-05

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

 FUNCTION     0.133952E+04   RELDX        0.251E-02
 FUNC. EVALS       8         GRAD. EVALS       7
 PRELDF       0.449E-05      NPRELDF      0.449E-05

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

     1   -0.289664E+01     0.214E+02    -0.113E-02
     2    0.134503E+01     0.440E+02     0.355E-02
     3    0.170842E+01     0.982E+01    -0.142E-02
     4    0.206098E+01     0.140E+01     0.145E-03
     5    0.167374E+01     0.198E+02    -0.201E-02

    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   0.483E-02   0.311E-01
 ROW  4     0.252E-01  -0.820E-02   0.117        1.19    
 ROW  5     0.215E-01  -0.891E-02  -0.601E-03   0.745E-02   0.125E-01
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.642        2.71       0.733E-01   0.162E-01    1.08        1.07    
   0.177       0.466       0.824E-01   0.176       0.177E-02   0.154E-01
   0.272E-02   0.459E-01   0.200E-01
 DEVIANCE =    18.69965    
 *          28
 **** problem speed ****                                                 
 *          10
 Speed data from Daryl(14.2): E(y)=b*x+c*x^2, var(y) = phi*E(y)^theta           
                  
 *           7

 Run   17:  calling  GLG   with PS =    2

     I     INITIAL X(I)        D(I)

     1     0.123903E+01     0.115E+03
     2     0.901387E-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 0.9E+01 0.15E+00
     7   11 0.198E+03 0.45E-01 0.39E-01 0.6E-01    G   0.0E+00 0.4E+01 0.39E-01
     8   12 0.198E+03 0.42E-02 0.39E-02 0.2E-01    G   0.0E+00 0.1E+01 0.39E-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 0.36E-04 0.32E-04 0.1E-01    G   0.0E+00 0.6E+00 0.32E-04

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

 FUNCTION     0.197504E+03   RELDX        0.973E-02
 FUNC. EVALS      14         GRAD. EVALS      11
 PRELDF       0.315E-04      NPRELDF      0.315E-04

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

     1    0.127411E+01     0.767E+01    -0.892E-04
     2    0.883120E-01     0.125E+03    -0.478E-02
     3    0.137876E+01     0.365E+01    -0.982E-01
     4    0.133931E+01     0.181E+02    -0.379E+00

    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  0.63E-02

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

 ROW  1     0.177    
 ROW  2    -0.104E-01   0.668E-03
 ROW  3     0.214E-01  -0.130E-02    1.72    
 ROW  4    -0.441E-02   0.268E-03  -0.340       0.703E-01
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.322       0.520E-01   -1.00       0.115       0.618E-02   0.314E-01
   0.765E-02   0.840E-02   0.586E-01   0.124E-01   0.585E-02   0.372E-01
   0.966E-02   0.570E-02   0.472E-02   0.564E-02   0.503E-02   0.503E-02
   0.228E-01   0.691E-02   0.497E-02   0.128       -1.00       0.381E-01
   0.105E-01   0.139E-01   0.665E-02   0.519E-02   0.121E-01   0.538E-02
   0.607E-02   0.629E-02   0.672E-02   0.382E-01    4.76       0.283E-01
   0.721E-02   0.101E-01   -1.00       0.100E-01   0.766E-02   0.704E-02
   0.765E-02   0.846E-02   0.411E-01   0.146E-01   0.157E-01   0.170E-01
   0.688       0.102E-01
 DEVIANCE =    69.31120    
 *          28
 **** problem textile ****                                               
 *          10
 textile data from Daryl: E(y) = exp(b0+x1*b1+x2*b2+x3*b3), Var(y) = mu^theta   
                  
 *           7

 Run   18:  calling  GLG   with PS =    4

     I     INITIAL X(I)        D(I)

     1     0.633467E+01     0.601E+04
     2     0.832380E+00     0.553E+04
     3    -0.630993E+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 0.283E+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 0.77E+00
    18   29 0.163E+03 0.99E-03 0.10E-02 0.2E-02    G   0.6E-01 0.9E+00 0.00E+00
    19   31 0.163E+03 0.81E-03 0.80E-03 0.1E-02    G   0.2E+00 0.7E+00 0.00E+00
    20   33 0.163E+03 0.16E-02 0.17E-02 0.3E-02    G   0.3E-01 0.2E+01 0.00E+00
    21   35 0.163E+03 0.67E-03 0.27E-02 0.6E-02    G   0.3E-01 0.3E+01 0.39E-02
    22   36 0.162E+03 0.44E-02 0.38E-02 0.4E-02    G   0.0E+00 0.2E+01 0.38E-02
    23   39 0.162E+03 0.90E-03 0.87E-03 0.2E-02    G   0.1E+00 0.1E+01 0.59E-02
    24   40 0.162E+03 0.12E-02 0.17E-02 0.4E-02    G   0.5E-01 0.2E+01 0.13E-01
    25   41 0.161E+03 0.20E-02 0.15E-02 0.5E-02    G   0.0E+00 0.2E+01 0.15E-02
    26   43 0.161E+03 0.11E-02 0.10E-02 0.3E-02    G   0.5E-01 0.1E+01 0.15E-02
    27   45 0.161E+03 0.80E-03 0.82E-03 0.3E-02    G   0.2E-01 0.2E+01 0.27E-02
    28   47 0.161E+03 0.29E-03 0.29E-03 0.9E-03    G   0.2E+00 0.4E+00 0.11E-02
    29   48 0.161E+03 0.40E-03 0.40E-03 0.1E-02    G   0.9E-01 0.8E+00 0.15E-01
    30   50 0.161E+03 0.21E-03 0.21E-03 0.9E-03    G   0.2E+00 0.4E+00 0.27E-02
    31   51 0.161E+03 0.39E-03 0.40E-03 0.2E-02    G   0.7E-01 0.9E+00 0.11E-01
    32   53 0.161E+03 0.16E-03 0.16E-03 0.7E-03    G   0.2E+00 0.4E+00 0.15E-02
    33   54 0.161E+03 0.29E-03 0.29E-03 0.1E-02    G   0.8E-01 0.7E+00 0.75E-02
    34   56 0.161E+03 0.19E-03 0.18E-03 0.9E-03    G   0.1E+00 0.5E+00 0.17E-02
    35   58 0.161E+03 0.38E-03 0.43E-03 0.2E-02    G   0.4E-01 0.1E+01 0.29E-02
    36   60 0.161E+03 0.34E-03 0.30E-03 0.2E-02    G   0.3E-01 0.1E+01 0.43E-03
    37   62 0.161E+03 0.26E-03 0.26E-03 0.2E-02    G   0.0E+00 0.1E+01 0.52E-03
    38   64 0.161E+03 0.18E-03 0.16E-03 0.1E-02    G   0.3E-01 0.8E+00 0.27E-03
    39   66 0.161E+03 0.14E-03 0.14E-03 0.1E-02    G   0.0E+00 0.8E+00 0.33E-03
    40   68 0.161E+03 0.70E-04 0.67E-04 0.8E-03    G   0.4E-01 0.4E+00 0.19E-03
    41   70 0.161E+03 0.98E-04 0.11E-03 0.2E-02    G   0.1E-01 0.9E+00 0.26E-03
    42   71 0.161E+03 0.73E-04 0.74E-04 0.2E-02    G   0.0E+00 0.1E+01 0.74E-04
    43   72 0.161E+03 0.56E-04 0.50E-04 0.9E-03    G   0.0E+00 0.5E+00 0.50E-04
    44   73 0.161E+03 0.71E-05 0.14E-04 0.1E-02    G   0.0E+00 0.8E+00 0.14E-04

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

 FUNCTION     0.160511E+03   RELDX        0.142E-02
 FUNC. EVALS      73         GRAD. EVALS      45
 PRELDF       0.141E-04      NPRELDF      0.141E-04

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

     1    0.634777E+01     0.334E+02     0.170E-02
     2    0.840810E+00     0.267E+02     0.316E-01
     3   -0.628699E+00     0.269E+02     0.124E-01
     4   -0.370906E+00     0.271E+02     0.475E-02
     5    0.123247E-02     0.302E+04    -0.156E+03
     6    0.248416E+01     0.236E+02    -0.123E+01

    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  0.13E-02

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

 ROW  1     0.108E-02
 ROW  2     0.388E-03   0.154E-02
 ROW  3    -0.285E-03   0.148E-04   0.145E-02
 ROW  4    -0.144E-03   0.127E-03  -0.145E-04   0.151E-02
 ROW  5     0.168E-05  -0.135E-05   0.389E-05  -0.219E-04   0.444E-05
 ROW  6    -0.207E-03   0.181E-03  -0.509E-03   0.284E-02  -0.563E-03
            0.732E-01
 REGRESSION DIAGNOSTIC = 0.5 * G(I)**T * H(I)**-1 * H * H(I)**-1 * G(I)...
   0.986E-02   -1.00       0.637E-01   0.211E-01   0.258E-01   -1.00    
   0.178       0.117       0.109E-01   0.182E-01   0.240E-01   0.568E-01
   0.136       0.107E-01   0.366E-01   0.853E-02   0.278E-01   0.244E-01
   0.201E-01   0.153       0.725E-01   0.420E-01   0.476E-01   -1.00    
   0.501E-01   -1.00       -1.00    
 DEVIANCE =    3.374970E-02
 *          28
 **** problem insurance (D = I) ****                                     
 *          10
 Insurance data from Daryl.                                                     
                  
 *           2
 *           3
 *           5
 *          11
 Changing RHO from           11  to           13
 *           7

 Run   19:  calling  GLG   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 0.536E+04 0.86E+00 0.92E+00 0.4E-01    G   0.2E+06 0.3E+00 0.00E+00
    15   47 0.112E+04 0.79E+00 0.85E+00 0.2E-01    G   0.9E+05 0.2E+00 0.00E+00
    16   49 0.816E+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 0.34E-01 0.2E-01    G   0.3E+04 0.9E-01 0.00E+00
    20   53 0.625E+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 0.46E-02 0.59E-02 0.1E-01    G   0.1E+03 0.6E-01 0.00E+00
    22   56 0.622E+03 0.22E-04 0.55E-03 0.2E-02    G   0.4E+04 0.9E-02 0.00E+00
    23   58 0.621E+03 0.29E-03 0.25E-02 0.5E-03    G   0.6E+06 0.2E-02 0.00E+00
    24   60 0.621E+03 0.17E-03 0.29E-03 0.5E-03    G   0.3E+04 0.2E-02 0.57E-03
    25   66 0.621E+03-0.28E-03 0.16E-03 0.1E-04    G   0.5E+08 0.5E-04 0.11E-02

 ***** FALSE CONVERGENCE *****

 FUNCTION     0.621318E+03   RELDX        0.114E-04
 FUNC. EVALS      66         GRAD. EVALS      25
 PRELDF       0.165E-03      NPRELDF      0.109E-02

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

     1   -0.118365E-02     0.100E+01     0.227E-02
     2   -0.102770E-02     0.100E+01    -0.221E-02
     3   -0.551615E-03     0.100E+01    -0.849E-02
     4   -0.319250E-03     0.100E+01    -0.120E-01
     5    0.136536E-02     0.100E+01    -0.677E-02
     6    0.639168E-03     0.100E+01    -0.168E-01
     7    0.532411E-03     0.100E+01    -0.123E-01
     8    0.951690E-03     0.100E+01     0.259E-02
     9    0.101179E-02     0.100E+01    -0.319E-01
    10   -0.203523E-03     0.100E+01    -0.694E-03
    11   -0.275953E-02     0.100E+01    -0.447E-01
    12   -0.207697E-02     0.100E+01    -0.321E-01
    13    0.256345E-03     0.100E+01    -0.387E-02
    14    0.106048E-01     0.100E+01    -0.100E+00
    15    0.937079E+00     0.100E+01    -0.523E+01
    16    0.199906E+01     0.100E+01     0.236E+04
    17   -0.116417E+01     0.100E+01     0.368E+00
 *          28
 **** problem insurance.1 (D = I) ****                                   
 *           5
 *           7

 Run   20:  calling  GLG   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   36 0.795E+05 0.10E+00 0.10E+00 0.2E-02    G   0.3E+08 0.2E-01 0.00E+00
    13   38 0.731E+05 0.80E-01 0.83E-01 0.2E-02    G   0.6E+07 0.2E-01 0.00E+00
    14   40 0.608E+05 0.17E+00 0.17E+00 0.5E-02    G   0.1E+07 0.4E-01 0.00E+00
    15   43 0.499E+05 0.18E+00 0.18E+00 0.6E-02    G   0.5E+07 0.4E-01 0.00E+00
    16   45 0.335E+05 0.33E+00 0.33E+00 0.1E-01    G   0.3E+06 0.9E-01 0.00E+00
    17   47 0.104E+05 0.69E+00 0.73E+00 0.3E-01    G   0.5E+06 0.2E+00 0.00E+00
    18   49 0.282E+04 0.73E+00 0.75E+00 0.1E-01    G   0.5E+06 0.1E+00 0.00E+00
    19   51 0.120E+04 0.58E+00 0.72E+00 0.7E-02    G   0.4E+06 0.6E-01 0.00E+00
    20   53 0.735E+03 0.39E+00 0.35E+00 0.6E-02    G   0.2E+06 0.3E-01 0.00E+00
    21   54 0.640E+03 0.13E+00 0.16E+00 0.5E-02    G   0.3E+05 0.3E-01 0.00E+00
    22   55 0.624E+03 0.25E-01 0.23E-01 0.7E-02    G   0.4E+04 0.3E-01 0.00E+00
    23   56 0.622E+03 0.36E-02 0.60E-02 0.8E-02    G   0.3E+04 0.3E-01 0.00E+00
    24   57 0.622E+03 0.49E-04 0.48E-04 0.2E-02    G   0.2E+03 0.8E-02 0.00E+00
    25   59 0.622E+03 0.72E-04 0.79E-04 0.2E-01    G   0.3E+01 0.9E-01 0.93E-04
    26   60 0.622E+03 0.12E-05 0.13E-04 0.2E-02    G   0.0E+00 0.7E-02 0.13E-04

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

 FUNCTION     0.621559E+03   RELDX        0.175E-02
 FUNC. EVALS      60         GRAD. EVALS      27
 PRELDF       0.129E-04      NPRELDF      0.129E-04

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

     1   -0.169892E-02     0.100E+01     0.313E+00
     2   -0.149861E-02     0.100E+01     0.206E+00
     3   -0.805977E-03     0.100E+01     0.137E-01
     4   -0.454329E-03     0.100E+01    -0.376E-01
     5    0.195844E-02     0.100E+01     0.412E-01
     6    0.931661E-03     0.100E+01    -0.309E+00
     7    0.772389E-03     0.100E+01    -0.166E+00
     8    0.138356E-02     0.100E+01     0.161E+00
     9    0.146251E-02     0.100E+01    -0.540E+00
    10   -0.282566E-03     0.100E+01    -0.407E+00
    11   -0.386789E-02     0.100E+01    -0.138E+01
    12   -0.288761E-02     0.100E+01    -0.991E+00
    13    0.411054E-03     0.100E+01    -0.116E+00
    14    0.165173E-01     0.100E+01    -0.272E+01
    15    0.109540E+01     0.100E+01    -0.155E-01
    16    0.198540E+01     0.100E+01     0.267E+01
    17   -0.129172E+01     0.100E+01    -0.695E-01

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

 ++++++ INDEFINITE COVARIANCE MATRIX ++++++
 DEVIANCE =    134.7720    
