 &MODEL
 NOPT    =           4,
 NLIST   =           0,
 NSTEP   =       20000,
 EPSI    =  1.000000000000000E-007,
 WGHT    =   1.00000000000000     ,
 NVAX    =         193,
 NALT    =           4,
 NDV     =           4,
 NSV     = 3*4,           1, 6*0,
 NGV     =           3,
 IBETA   =           1,
 NCON    =           1,
 NSIGMA  =           0,
 NLAM    =           0,
 NPRINT  =           0,
 NELAST  =           1,
 NMRS    =           1,
 NRES    =           0,
 NCOR    =           0,
 NSCALE  =           0,
 NREAD   =         120,
 NPRED   =           0,
 NUMVT   =           5,
 NAMEVT  = LINIPTL   ,
 NAMEDEP = S(i)      
 /




LIN-IPT-LOGIT    


 alternative  matrix of independent variables

 AIR          1   2 192 193   0   0   0   0   0   0   0   0   0 106 113 183

 RAIL         0   0   0   0   1   2 192 193   0   0   0   0   0 107 114 166

 BUS          0   0   0   0   0   0   0   0   1   2 192 193   0 108 115 167

 CAR          0   0   0   0   0   0   0   0   0   0   0   0   7   0   0   0


 parameter associated with each column above

 beta         1   2   3   4   5   6   7   8   9  10  11  12  13  14  15  16
  
 *******************************************************
 The elasticity of S(i) and change in S(i) are corrected
 for the positive observations of the following dummies:
   2  ODREG     - Real dummy 
   7  NUITA     - Quasi dummy
 *******************************************************




 no. variable     type      minimum        mean       maximum     std-error   null obs.  scal.factor

 alternative : AIR       

 observed share :
   1  AIR                 0.19367D-04  0.36487D+00  0.93125D+00  0.37111D+00       0     0.10000D+01
 independent variables :
   1  CONSTANT            0.10000D+01  0.10000D+01  0.10000D+01  0.00000D+00       0     0.10000D+01
   2  ODREG     soc.eco.  0.00000D+00  0.43333D+00  0.10000D+01  0.49761D+00      68     0.10000D+01
 192  REVE      soc.eco.  0.36983D+04  0.42588D+04  0.48082D+04  0.22892D+03       0     0.10000D+01
 193  LANGFR    soc.eco.  0.56000D+01  0.73293D+02  0.99900D+02  0.29463D+02       0     0.10000D+01
 106  RETNLSC1  network   0.19075D+00  0.39738D+01  0.10777D+02  0.27598D+01       0     0.10000D+01
 113  RFANLSC1  network   0.10382D+01  0.33139D+01  0.23043D+02  0.35487D+01       0     0.10000D+01
 183  FREQU1    network   0.70000D+01  0.21959D+02  0.10900D+03  0.20033D+02       0     0.10000D+01

 alternative : RAIL      

 observed share :
   2  RAIL                0.11620D-03  0.40910D-01  0.21621D+00  0.37280D-01       0     0.10000D+01
 independent variables :
   1  CONSTANT            0.10000D+01  0.10000D+01  0.10000D+01  0.00000D+00       0     0.10000D+01
   2  ODREG     soc.eco.  0.00000D+00  0.43333D+00  0.10000D+01  0.49761D+00      68     0.10000D+01
 192  REVE      soc.eco.  0.36983D+04  0.42588D+04  0.48082D+04  0.22892D+03       0     0.10000D+01
 193  LANGFR    soc.eco.  0.56000D+01  0.73293D+02  0.99900D+02  0.29463D+02       0     0.10000D+01
 107  RETNLSC2  network   0.19737D+00  0.77124D+00  0.11017D+01  0.15586D+00       0     0.10000D+01
 114  RFANLSC2  network   0.66595D+00  0.11588D+01  0.36407D+01  0.47402D+00       0     0.10000D+01
 166  FREQ2     network   0.60000D+01  0.13542D+02  0.79000D+02  0.10022D+02       0     0.10000D+01

 alternative : BUS       

 observed share :
   3  BUS                 0.40284D-03  0.26133D-01  0.15181D+00  0.30485D-01       0     0.10000D+01
 independent variables :
   1  CONSTANT            0.10000D+01  0.10000D+01  0.10000D+01  0.00000D+00       0     0.10000D+01
   2  ODREG     soc.eco.  0.00000D+00  0.43333D+00  0.10000D+01  0.49761D+00      68     0.10000D+01
 192  REVE      soc.eco.  0.36983D+04  0.42588D+04  0.48082D+04  0.22892D+03       0     0.10000D+01
 193  LANGFR    soc.eco.  0.56000D+01  0.73293D+02  0.99900D+02  0.29463D+02       0     0.10000D+01
 108  RETNLSC3  network   0.18462D+00  0.72076D+00  0.97806D+00  0.12990D+00       0     0.10000D+01
 115  RFANLSC3  network   0.58311D+00  0.10350D+01  0.21761D+01  0.32060D+00       0     0.10000D+01
 167  FREQ3     network   0.50000D+01  0.31375D+02  0.19300D+03  0.29556D+02       0     0.10000D+01

 alternative : CAR       

 observed share :
   4  CAR                 0.11178D-01  0.56809D+00  0.99946D+00  0.36094D+00       0     0.10000D+01
 independent variables :
   7  NUITA     network   0.00000D+00  0.13917D+01  0.70000D+01  0.18348D+01      64     0.10000D+01



 number of observations per alternative :

 - read                     120

 - dropped                    0

 - used in estimation       120

 - used in simulation         0

 number of observations available
 for estimation in each alternative :

  1= 120  2= 120  3= 120  4= 120


 constraints on the extra parameters

 equality constraint for group  1 :
     estimated phi  1
     estimated phi  2
     estimated phi  3
     estimated phi  4

 equality constraint for group  1 :
     estimated mu  1
     estimated mu  2
     estimated mu  3
     estimated mu  4



 No constraints on the elements of SIGMA.
 All the elements are estimated.




initialization cards for control routine follow - -  id card - no. parameters , no. steps , step size 
minimization tolerance - starting values of parameters - relative uncertainties of parameters (error estimates) -  
and starting direction  (relative parameter increments for 1st step)
identification line
        18     20000   0.1D+01   0.1D-06
 -0.51364D+01 -0.99760D-01  0.39396D-03  0.84241D-03 -0.74993D+01 -0.47438D+00  0.98986D-03  0.44683D-05 -0.61393D+01 -0.61087D-01
  0.28638D-03  0.92111D-02 -0.42615D+00  0.58441D+00 -0.29223D+00  0.12857D-01  0.10000D+01  0.10000D+01
  0.10000D+01  0.10000D+01  0.10000D+01  0.10000D+01  0.10000D+01  0.10000D+01  0.10000D+01  0.10000D+01  0.10000D+01  0.10000D+01
  0.10000D+01  0.10000D+01  0.10000D+01  0.10000D+01  0.10000D+01  0.10000D+01  0.10000D+01  0.10000D+01
  0.00000D+00  0.00000D+00  0.00000D+00  0.00000D+00  0.00000D+00  0.00000D+00  0.00000D+00  0.00000D+00  0.00000D+00  0.00000D+00
  0.00000D+00  0.00000D+00  0.00000D+00  0.00000D+00  0.00000D+00  0.00000D+00  0.00000D+00  0.00000D+00

first entry to fcn , parameters of current step follow - - f,x(i)
   0.5282297090D+03 -0.51364D+01 -0.99760D-01  0.39396D-03  0.84241D-03 -0.74993D+01 -0.47438D+00  0.98986D-03  0.44683D-05
                    -0.61393D+01 -0.61087D-01  0.28638D-03  0.92111D-02 -0.42615D+00  0.58441D+00 -0.29223D+00  0.12857D-01
                     0.10000D+01  0.10000D+01


the function (fcn) has not improved by    0.10000D-06 after 3 steps which include a minimum - - -


therefore the run has been terminated
   0.5087942585D+03 -0.91341D+01 -0.47806D+00  0.16519D-02  0.13348D-01 -0.78309D+01 -0.26874D+00  0.11078D-02  0.22492D-03
                    -0.60903D+01 -0.42379D-02  0.26751D-03  0.10512D-01 -0.49695D+00  0.50139D+00 -0.10213D+01  0.16244D-01
                     0.38336D+01  0.99936D+00


the lowest value of the function (fcn) was   0.5087942585D+03 for entry   99 - - x(i) follows
 -0.91341D+01 -0.47806D+00  0.16519D-02  0.13348D-01 -0.78309D+01 -0.26874D+00  0.11078D-02  0.22492D-03 -0.60903D+01 -0.42379D-02
  0.26751D-03  0.10512D-01 -0.49695D+00  0.50139D+00 -0.10213D+01  0.16244D-01  0.38336D+01  0.99936D+00



run statistics follow - -

 nfcn=   99 nst=   37




LIN-IPT-LOGIT    


 variable  type lambda    parameter      std.error          t-stat     gradient


 alternative  1 : AIR       

 CONSTANT  spec   0   -0.9134097D+01  0.3179401D+01        -2.8729  0.2492377D-04
                                      0.0000000D+00        -2.8729

 ODREG     spec   0   -0.4780618D+00  0.4913553D+00        -0.9729  0.1591881D-04
                                      0.0000000D+00        -0.9729

 REVE      spec   0    0.1651874D-02  0.6942814D-03         2.3793  0.8653297D-01
                                      0.0000000D+00         2.3793

 LANGFR    spec   0    0.1334815D-01  0.7759262D-02         1.7203  0.1103068D-02
                                      0.0000000D+00         1.7203

 RETNLSC1  gene   0    0.5013860D+00  0.2231393D+00         2.2470  0.1583797D-03
                                      0.0000000D+00         2.2470

 RFANLSC1  gene   0   -0.1021271D+01  0.1832655D+00        -5.5726  0.1999754D-03
                                      0.0000000D+00        -5.5726

 FREQU1    gene   0    0.1624446D-01  0.3239285D-02         5.0148  0.3523893D-02
                                      0.0000000D+00         5.0148


 alternative  2 : RAIL      

 CONSTANT  spec   0   -0.7830918D+01  0.2146590D+01        -3.6481  0.3043600D-04
                                      0.0000000D+00        -3.6481

 ODREG     spec   0   -0.2687411D+00  0.2870231D+00        -0.9363  0.1948748D-04
                                      0.0000000D+00        -0.9363

 REVE      spec   0    0.1107761D-02  0.4936467D-03         2.2440  0.1591333D+00
                                      0.0000000D+00         2.2440

 LANGFR    spec   0    0.2249201D-03  0.4208295D-02         0.0534  0.2451962D-02
                                      0.0000000D+00         0.0534

 RETNLSC2  gene   0    0.5013860D+00  0.2231393D+00         2.2470  0.1583797D-03
                                      0.0000000D+00         2.2470

 RFANLSC2  gene   0   -0.1021271D+01  0.1832655D+00        -5.5726  0.1999754D-03
                                      0.0000000D+00        -5.5726

 FREQ2     gene   0    0.1624446D-01  0.3239285D-02         5.0148  0.3523893D-02
                                      0.0000000D+00         5.0148


 alternative  3 : BUS       

 CONSTANT  spec   0   -0.6090277D+01  0.1930667D+01        -3.1545  0.9677308D-04
                                      0.0000000D+00        -3.1545

 ODREG     spec   0   -0.4237947D-02  0.2591798D+00        -0.0164  0.2685010D-04
                                      0.0000000D+00        -0.0164

 REVE      spec   0    0.2675063D-03  0.4317901D-03         0.6195  0.3879392D+00
                                      0.0000000D+00         0.6195

 LANGFR    spec   0    0.1051151D-01  0.3799378D-02         2.7666  0.6485762D-02
                                      0.0000000D+00         2.7666

 RETNLSC3  gene   0    0.5013860D+00  0.2231393D+00         2.2470  0.1583797D-03
                                      0.0000000D+00         2.2470

 RFANLSC3  gene   0   -0.1021271D+01  0.1832655D+00        -5.5726  0.1999754D-03
                                      0.0000000D+00        -5.5726

 FREQ3     gene   0    0.1624446D-01  0.3239285D-02         5.0148  0.3523893D-02
                                      0.0000000D+00         5.0148


 alternative  4 : CAR       

 NUITA     spec   0   -0.4969507D+00  0.1109735D+00        -4.4781 -0.1740791D-03
                                      0.0000000D+00        -4.4781


 extra parameters


 phi 1      estimated  0.3833577D+01  0.2936178D+01         1.3056  0.2411697D-04
                                                            0.9651

 phi 2      estimated  0.3833577D+01  0.2936178D+01         1.3056  0.2411697D-04
                                                            0.9651

 phi 3      estimated  0.3833577D+01  0.2936178D+01         1.3056  0.2411697D-04
                                                            0.9651

 phi 4      estimated  0.3833577D+01  0.2936178D+01         1.3056  0.2411697D-04
                                                            0.9651

 mu 1       estimated  0.9993581D+00  0.3686529D-03      2710.8377 -0.1983338D-01
                                                           -1.7412

 mu 2       estimated  0.9993581D+00  0.3686529D-03      2710.8377 -0.1983338D-01
                                                           -1.7412

 mu 3       estimated  0.9993581D+00  0.3686529D-03      2710.8377 -0.1983338D-01
                                                           -1.7412

 mu 4       estimated  0.9993581D+00  0.3686529D-03      2710.8377 -0.1983338D-01
                                                           -1.7412




 log likelihood at convergence =    -508.7943

 mean share  observed  estimated  rho-squared

   AIR       0.3649    0.3700     0.9672

   RAIL      0.0409    0.0304     0.1091

   BUS       0.0261    0.0190     0.2467

   CAR       0.5681    0.5805     0.9505

   overall                        0.9523

 number of observations =     120

 number of alternatives =       4

 number of parameters   =      18




at the sample means of x :

   -elasticity

   -change in S(i) relative to percent change in x(j,k)

   -derivative of S(i) with respect to x(j,k)

 ==============================================================

 share of :              AIR       RAIL      BUS       CAR       

 ==============================================================

 AIR         CONSTANT -0.603D+01 -0.529D+01 -0.360D+01  0.209D+01
                        -1.1476   -0.2693   -0.1065    1.5233
                        -1.1476   -0.2693   -0.1065    1.5233

             ODREG    -0.143D+00 -0.691D-01  0.390D-01  0.407D-01
                        -0.0273   -0.0035    0.0012    0.0297
                        -0.0630   -0.0081    0.0027    0.0685

             REVE      0.481D+01  0.300D+01 -0.383D+00 -0.145D+01
                         0.9145    0.1526   -0.0113   -1.0558
                         0.0002    0.0000    0.0000   -0.0002

             LANGFR    0.682D+00 -0.172D+00  0.532D+00 -0.188D+00
                         0.1298   -0.0088    0.0157   -0.1368
                         0.0018   -0.0001    0.0002   -0.0019

             RETNLSC1  0.143D+01 -0.337D+00 -0.337D+00 -0.337D+00
                         0.2729   -0.0172   -0.0100   -0.2458
                         0.0687   -0.0043   -0.0025   -0.0618

             RFANLSC1 -0.244D+01  0.572D+00  0.572D+00  0.572D+00
                        -0.4635    0.0291    0.0169    0.4175
                        -0.1399    0.0088    0.0051    0.1260

             FREQU1    0.257D+00 -0.603D-01 -0.603D-01 -0.603D-01
                         0.0489   -0.0031   -0.0018   -0.0440
                         0.0022   -0.0001   -0.0001   -0.0020

 --------------------------------------------------------------

 RAIL        CONSTANT -0.603D+01 -0.529D+01 -0.360D+01  0.209D+01
                        -1.1476   -0.2693   -0.1065    1.5233
                        -1.1476   -0.2693   -0.1065    1.5233

             ODREG    -0.143D+00 -0.691D-01  0.390D-01  0.407D-01
                        -0.0273   -0.0035    0.0012    0.0297
                        -0.0630   -0.0081    0.0027    0.0685

             REVE      0.481D+01  0.300D+01 -0.383D+00 -0.145D+01
                         0.9145    0.1526   -0.0113   -1.0558
                         0.0002    0.0000    0.0000   -0.0002

             LANGFR    0.682D+00 -0.172D+00  0.532D+00 -0.188D+00
                         0.1298   -0.0088    0.0157   -0.1368
                         0.0018   -0.0001    0.0002   -0.0019

             RETNLSC2 -0.185D-01  0.346D+00 -0.185D-01 -0.185D-01
                        -0.0035    0.0176   -0.0005   -0.0135
                        -0.0046    0.0228   -0.0007   -0.0175

             RFANLSC2  0.568D-01 -0.106D+01  0.568D-01  0.568D-01
                         0.0108   -0.0539    0.0017    0.0414
                         0.0093   -0.0465    0.0014    0.0357

             FREQ2    -0.106D-01  0.197D+00 -0.106D-01 -0.106D-01
                        -0.0020    0.0100   -0.0003   -0.0077
                        -0.0001    0.0007    0.0000   -0.0006

 --------------------------------------------------------------

 BUS         CONSTANT -0.603D+01 -0.529D+01 -0.360D+01  0.209D+01
                        -1.1476   -0.2693   -0.1065    1.5233
                        -1.1476   -0.2693   -0.1065    1.5233

             ODREG    -0.143D+00 -0.691D-01  0.390D-01  0.407D-01
                        -0.0273   -0.0035    0.0012    0.0297
                        -0.0630   -0.0081    0.0027    0.0685

             REVE      0.481D+01  0.300D+01 -0.383D+00 -0.145D+01
                         0.9145    0.1526   -0.0113   -1.0558
                         0.0002    0.0000    0.0000   -0.0002

             LANGFR    0.682D+00 -0.172D+00  0.532D+00 -0.188D+00
                         0.1298   -0.0088    0.0157   -0.1368
                         0.0018   -0.0001    0.0002   -0.0019

             RETNLSC3 -0.998D-02 -0.998D-02  0.328D+00 -0.998D-02
                        -0.0019   -0.0005    0.0097   -0.0073
                        -0.0026   -0.0007    0.0134   -0.0101

             RFANLSC3  0.292D-01  0.292D-01 -0.959D+00  0.292D-01
                         0.0056    0.0015   -0.0283    0.0213
                         0.0054    0.0014   -0.0274    0.0206

             FREQ3    -0.141D-01 -0.141D-01  0.462D+00 -0.141D-01
                        -0.0027   -0.0007    0.0137   -0.0103
                        -0.0001    0.0000    0.0004   -0.0003

 --------------------------------------------------------------

 CAR         NUITA     0.354D+00  0.354D+00  0.354D+00 -0.131D+00
                         0.0674    0.0180    0.0105   -0.0959
                         0.0484    0.0129    0.0075   -0.0689

 --------------------------------------------------------------




marginal rate of substitution of cost(i) for variables  x(i,k) :

   -at the sample means of x

 ======================================================================================

 alternative   cost           variable

 ======================================================================================

 AIR           RFANLSC1       CONSTANT  ODREG     REVE      LANGFR    RETNLSC1  FREQU1    

                              8.2041    0.4504   -0.0015   -0.0127   -0.4909   -0.0159

 RAIL          RFANLSC2       CONSTANT  ODREG     REVE      LANGFR    RETNLSC2  FREQ2     

                              5.7923    0.1745   -0.0008    0.0026   -0.4909   -0.0159

 BUS           RFANLSC3       CONSTANT  ODREG     REVE      LANGFR    RETNLSC3  FREQ3     

                              3.8897   -0.0971    0.0001   -0.0078   -0.4909   -0.0159

 ======================================================================================


CPU TIME:      0.50 sec
