 PROGRAM MLMNPB

 MAXIMUM LIKELIHOOD ESTIMATION OF
 LINEAR-IN-PARAMETERS MULTINOMIAL PROBIT MODELS
 (BOUNDS ARE ENFORCED; STATISTICS ARE NOT COMPUTED)


  NUMBER OF OBSERVATIONS................. 567
  NUMBER OF ALTERNATIVES PER CHOICE SET..   3
  EQUAL WEIGHTS FOR ALL OBSERVATIONS
  NO INTEGER EXPLANATORY VARIABLES
  NUMBER OF REAL DATA VALUES PER OBS.....  27
  OUTPUT UNIT............................   6

  COVARIANCE TYPE = INVERSE GAUSS-NEWTON HESSIAN
  REGRESSION DIAGNOSTICS REQUESTED

  *** LEAVE-BLOCK-OUT DIAGNOSTICS REQUESTED  ***
 
  DIAGNOSTICS ON X-VECTOR REQUESTED
  NUMBER OF BLOCKS:     3
  VARIABLE BLOCK-SIZE OPTION CHOSEN

  BLOCK-SIZES: 
       216  162  189
 
  *** NOTE:  NALT SET EQUAL TO ICSET ***
  NUMBER OF NOMINAL VARIABLES............   3
  NUMBER OF ATTRIBUTES PER ALTERNATIVE...   9
  NO NOMINAL DUMMIES
  IID ERROR TERMS
  NO RANDOM TASTE VARIATION

  NUMBER OF MODEL PARAMETERS.............   9

 INITIAL PARAMETER VECTOR AND BOUNDS: 
  1 RENT       -0.371499E-02 -0.100000E+03  0.100000E+03
  2 LocD1       0.473069E-01 -0.100000E+03  0.100000E+03
  3 LocD2      -0.443496E+00 -0.100000E+03  0.100000E+03
  4 ConD1       0.734521E+00 -0.100000E+03  0.100000E+03
  5 ConD2       0.648764E+00 -0.100000E+03  0.100000E+03
  6 BedD1      -0.125812E+01 -0.100000E+03  0.100000E+03
  7 BedD2      -0.641347E+00 -0.100000E+03  0.100000E+03
  8 Htype       0.429202E+00 -0.100000E+03  0.100000E+03
  9 CDum        0.958062E+00 -0.100000E+03  0.100000E+03

 NONDEFAULT VALUES....

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

     I     INITIAL X(I)        D(I)

     1    -0.371499E-02     0.100E+01
     2     0.473069E-01     0.100E+01
     3    -0.443496E+00     0.100E+01
     4     0.734521E+00     0.100E+01
     5     0.648764E+00     0.100E+01
     6    -0.125812E+01     0.100E+01
     7    -0.641347E+00     0.100E+01
     8     0.429202E+00     0.100E+01
     9     0.958062E+00     0.100E+01

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

     0    1 0.418E+03
     1    2 0.415E+03 0.65E-02 0.84E-02 0.1E+00    G   0.0E+00 0.4E+00 0.84E-02
     2    3 0.415E+03 0.35E-03 0.41E-03 0.2E-01    G   0.0E+00 0.8E-01 0.41E-03
     3    4 0.415E+03 0.15E-04 0.15E-04 0.3E-02    S   0.0E+00 0.1E-01 0.15E-04
     4    5 0.415E+03 0.14E-06 0.15E-06 0.3E-03    S   0.0E+00 0.1E-02 0.15E-06
     5    6 0.415E+03 0.23E-08 0.22E-08 0.3E-04    S   0.0E+00 0.2E-03 0.22E-08
     6    7 0.415E+03 0.44E-10 0.40E-10 0.5E-05    S   0.0E+00 0.2E-04 0.40E-10

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

 FUNCTION     0.414996E+03   RELDX        0.468E-05
 FUNC. EVALS       7         GRAD. EVALS       7
 PRELDF       0.404E-10      NPRELDF      0.404E-10

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

     1   -0.417176E-02     0.100E+01     0.682E-02
     2    0.309465E-02     0.100E+01     0.147E-03
     3   -0.415382E+00     0.100E+01    -0.619E-04
     4    0.805209E+00     0.100E+01     0.588E-05
     5    0.739921E+00     0.100E+01     0.103E-03
     6   -0.156056E+01     0.100E+01     0.930E-04
     7   -0.704690E+00     0.100E+01    -0.197E-03
     8    0.541100E+00     0.100E+01    -0.277E-03
     9    0.102279E+01     0.100E+01     0.239E-03

 NUMBER OF OBSERVATIONS (NOBS) =  567

 LOG-LIKELIHOOD L(EST)  = -0.414996E+03
 LOG-LIKELIHOOD L(0)    = -0.622913E+03
 -2[L(0) - L(EST)]:     =  0.415834E+03

 1 - L(EST)/L(0):       =  0.333782E+00
 1 - (L(EST)-NPAR)/L(0) =  0.319334E+00

 (FIXED CHOICE SET SIZE)

 AGGREGATE CHOICES AND MARKET SHARES: 
   1     121.000  0.2134
   2     133.000  0.2346
   3     313.000  0.5520

 STATISTICS FOR CONSTANTS-ONLY MODEL:
    LOG-LIKELIHOOD L(C)    = -0.565715E+03
    -2[L(C) - L(EST)]:     =  0.301438E+03



 OUTPUT FOR CONVENIENT RESTART:
 RENT    
  -0.417176E-02 -0.100000E+03  0.100000E+03
 LocD1   
   0.309465E-02 -0.100000E+03  0.100000E+03
 LocD2   
  -0.415382E+00 -0.100000E+03  0.100000E+03
 ConD1   
   0.805209E+00 -0.100000E+03  0.100000E+03
 ConD2   
   0.739921E+00 -0.100000E+03  0.100000E+03
 BedD1   
  -0.156056E+01 -0.100000E+03  0.100000E+03
 BedD2   
  -0.704690E+00 -0.100000E+03  0.100000E+03
 Htype   
   0.541100E+00 -0.100000E+03  0.100000E+03
 CDum    
   0.102279E+01 -0.100000E+03  0.100000E+03
