 &MODEL
 NOPT    =           3,
 NLIST   =           0,
 NSTEP   =        5000,
 EPSI    =  1.000000000000000E-007,
 WGHT    =   1.00000000000000     ,
 NVAX    =          37,
 NWT     =           1,
 NALT    =           9,
 NDV     =           9,
 NSV     =           1,           0, 7*1,           0,
 NGV     =           8,
 INIT    =           0,
 NCON    =           0,
 NLAM    =           3,
 NFL     =           3,
 NPRINT  =           0,
 NELAST  =           1,
 NMRS    =           0,
 NRES    =           0,
 NCOR    =           0,
 NSCALE  =           0,
 NREAD   =         622,
 NPRED   =           0,
 NAMEVT  = BC3       ,
 NUMVT   =           5,
 NAMEDEP = D(i)      
 /


GENERALIZED DOGIT

 alternative  matrix of independent variables

  1  autc         1   0   0   0   0   0   0   0   2   0  10  19  28   0  38   0

  2  auta         0   0   0   0   0   0   0   0   0   0  11  20  29  37  39  40

  3  taxi         0   1   0   0   0   0   0   0   0   3  12  21  30  37   0  41

  4  met          0   0   1   0   0   0   0   0   0   4  13  22  31   0   0   0

  5  bus          0   0   0   1   0   0   0   0   0   5  14  23  32   0   0   0

  6  autcmet      0   0   0   0   1   0   0   0   2   6  15  24  33   0   0   0

  7  autamet      0   0   0   0   0   1   0   0   0   7  16  25  34  37   0   0

  8  taximet      0   0   0   0   0   0   1   0   0   8  17  26  35   0   0   0

  9  busmet       0   0   0   0   0   0   0   1   0   9  18  27  36   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

 lambda           0   0   0   0   0   0   0   0   0   1   1   2   3   0   0   0


 box-cox transformations

 lambda   type    value

   1       0     1.00000

   2       0     1.00000

   3       0     1.00000
  
 *******************************************************
 The elasticity of P(i) and change in P(i) are corrected
 for the positive observations of the following dummies:
  10  itcam1    - Quasi dummy
  11  itcam2    - Quasi dummy
  29  cosinc2   - Quasi dummy
  30  cosinc3   - Quasi dummy
  38  dumtcam1  - Real dummy 
  39  dumtcam2  - Real dummy 
  40  dumcos2   - Real dummy 
  41  dumcos3   - Real dummy 
 *******************************************************




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

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

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

 alternative  1 : autc      

   1 constant            0.10000D+01 0.10000D+01 0.10000D+01 0.00000D+00     420          0   0.10000D+01
   2 autlic2   soc.eco.  0.00000D+00 0.73693D+00 0.10000D+01 0.25407D+00     420         86   0.10000D+01
  10 itcam1    network   0.00000D+00 0.54491D+01 0.22200D+02 0.40027D+01     420         26   0.10000D+01
  19 tdv1m     network   0.16700D+01 0.13961D+02 0.22080D+02 0.39946D+01     420          0   0.10000D+01
  28 cosinc1   network   0.39000D+00 0.19228D+02 0.12205D+03 0.17318D+02     420          0   0.10000D+01
  38 dumtcam1  network   0.00000D+00 0.93810D+00 0.10000D+01 0.24127D+00     420         26   0.10000D+01

 alternative  2 : auta      

  11 itcam2    network   0.00000D+00 0.57175D+01 0.22200D+02 0.39930D+01     466         28   0.10000D+01
  20 tdv2m     network   0.16700D+01 0.13568D+02 0.23480D+02 0.42080D+01     466          0   0.10000D+01
  29 cosinc2   network   0.00000D+00 0.25688D+01 0.35160D+02 0.31376D+01     466        121   0.10000D+01
  37 sexo      soc.eco.  0.00000D+00 0.59442D+00 0.10000D+01 0.49153D+00     466        257   0.10000D+01
  39 dumtcam2  network   0.00000D+00 0.93991D+00 0.10000D+01 0.23790D+00     466         28   0.10000D+01
  40 dumcos2   network   0.00000D+00 0.74034D+00 0.10000D+01 0.43892D+00     466        121   0.10000D+01

 alternative  3 : taxi      

   1 constant            0.10000D+01 0.10000D+01 0.10000D+01 0.00000D+00     560          0   0.10000D+01
   3 ites3m    network   0.91000D+00 0.11881D+01 0.30000D+01 0.28489D+00     560          0   0.10000D+01
  12 itcam3    network   0.72000D+00 0.64691D+01 0.21600D+02 0.34669D+01     560          0   0.10000D+01
  21 tdv3m     network   0.25800D+01 0.14154D+02 0.25900D+02 0.45869D+01     560          0   0.10000D+01
  30 cosinc3   network   0.00000D+00 0.15598D+02 0.86210D+02 0.11501D+02     560          1   0.10000D+01
  37 sexo      soc.eco.  0.00000D+00 0.58393D+00 0.10000D+01 0.49335D+00     560        257   0.10000D+01
  41 dumcos3   network   0.00000D+00 0.99821D+00 0.10000D+01 0.42258D-01     560          1   0.10000D+01

 alternative  4 : met       

   1 constant            0.10000D+01 0.10000D+01 0.10000D+01 0.00000D+00     141          0   0.10000D+01
   4 ites4m    network   0.15000D+01 0.15000D+01 0.15000D+01 0.00000D+00     141          0   0.10000D+01
  13 itcam4    network   0.96000D+00 0.10517D+02 0.44400D+02 0.60201D+01     141          0   0.10000D+01
  22 tdv4m     network   0.83000D+00 0.69735D+01 0.11150D+02 0.24546D+01     141          0   0.10000D+01
  31 cosinc4   network   0.34000D+00 0.37282D+01 0.16880D+02 0.27157D+01     141          0   0.10000D+01

 alternative  5 : bus       

   1 constant            0.10000D+01 0.10000D+01 0.10000D+01 0.00000D+00     613          0   0.10000D+01
   5 ites5m    network   0.10700D+01 0.25126D+01 0.50000D+01 0.12496D+01     613          0   0.10000D+01
  14 itcam5    network   0.84000D+00 0.66210D+01 0.33240D+02 0.34868D+01     613          0   0.10000D+01
  23 tdv5m     network   0.47300D+01 0.24599D+02 0.38620D+02 0.72188D+01     613          0   0.10000D+01
  32 cosinc5   network   0.52000D+00 0.55217D+01 0.34480D+02 0.41795D+01     613          0   0.10000D+01

 alternative  6 : autcmet   

   1 constant            0.10000D+01 0.10000D+01 0.10000D+01 0.00000D+00     375          0   0.10000D+01
   2 autlic2   soc.eco.  0.00000D+00 0.73725D+00 0.10000D+01 0.25079D+00     375         86   0.10000D+01
   6 ites6m    network   0.15000D+01 0.15000D+01 0.15000D+01 0.00000D+00     375          0   0.10000D+01
  15 itcam6    network   0.60000D+00 0.53458D+01 0.12720D+02 0.24717D+01     375          0   0.10000D+01
  24 tv6       network   0.44800D+01 0.14259D+02 0.19880D+02 0.29931D+01     375          0   0.10000D+01
  33 cosinc6   network   0.17300D+01 0.10375D+02 0.86640D+02 0.93753D+01     375          0   0.10000D+01

 alternative  7 : autamet   

   1 constant            0.10000D+01 0.10000D+01 0.10000D+01 0.00000D+00     421          0   0.10000D+01
   7 ites7m    network   0.15000D+01 0.15000D+01 0.15000D+01 0.00000D+00     421          0   0.10000D+01
  16 itcam7    network   0.60000D+00 0.52070D+01 0.12720D+02 0.25127D+01     421          0   0.10000D+01
  25 tv7       network   0.44800D+01 0.15495D+02 0.62570D+02 0.54364D+01     421          0   0.10000D+01
  34 cosinc7   network   0.86000D+00 0.45509D+01 0.34060D+02 0.33205D+01     421          0   0.10000D+01
  37 sexo      soc.eco.  0.00000D+00 0.59620D+00 0.10000D+01 0.49124D+00     421        257   0.10000D+01

 alternative  8 : taximet   

   1 constant            0.10000D+01 0.10000D+01 0.10000D+01 0.00000D+00     435          0   0.10000D+01
   8 ites8m    network   0.22500D+01 0.32095D+01 0.45000D+01 0.62008D+00     435          0   0.10000D+01
  17 itcam8    network   0.54000D+00 0.75569D+01 0.21720D+02 0.35705D+01     435          0   0.10000D+01
  26 tv8       network   0.31500D+01 0.13785D+02 0.29190D+02 0.37061D+01     435          0   0.10000D+01
  35 cosinc8   network   0.14600D+01 0.12566D+02 0.74140D+02 0.99780D+01     435          0   0.10000D+01

 alternative  9 : busmet    

   1 constant            0.10000D+01 0.10000D+01 0.10000D+01 0.00000D+00     456          0   0.10000D+01
   9 ites9m    network   0.25700D+01 0.41693D+01 0.75000D+01 0.96958D+00     456          0   0.10000D+01
  18 itcam9    network   0.54000D+00 0.76279D+01 0.21720D+02 0.35221D+01     456          0   0.10000D+01
  27 tv9       network   0.34800D+01 0.16736D+02 0.40330D+02 0.52835D+01     456          0   0.10000D+01
  36 cosinc9   network   0.15500D+01 0.91748D+01 0.56900D+02 0.70901D+01     456          0   0.10000D+01

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


 number of observations :

 - read                     622

 - used in estimation       622

 - with a full choice set    10

 - used in prediction         0




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) 

        88      5000   0.1D+01   0.1D-06
  0.14319D+01 -0.10357D+00  0.30959D+01  0.62188D+00  0.12585D+01 -0.14216D+00 -0.55140D+00  0.47576D+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  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  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  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  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
  0.10000D+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
  0.10000D+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
  0.10000D+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
  0.10000D+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
  0.10000D+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  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  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  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  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)
   0.9246867737D+03  0.14319D+01 -0.10357D+00  0.30959D+01  0.62188D+00  0.12585D+01 -0.14216D+00 -0.55140D+00  0.47576D+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  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  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  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  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

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

therefore the run has been terminated
   0.7969319200D+03  0.16635D+00 -0.18970D+02 -0.13068D+02 -0.11450D+02 -0.23787D+02 -0.19451D+02 -0.16967D+02 -0.14801D+02
                     0.90432D+01  0.89616D-01 -0.66051D+00 -0.60374D+00 -0.22773D+00 -0.29867D+00 -0.21992D+02  0.26927D+01
                    -0.78272D-07  0.10338D+01 -0.31725D+00 -0.52792D+00  0.71100D+00 -0.99570D+00 -0.16557D-06 -0.71996D+00
                    -0.18649D+00  0.64107D+00  0.16140D+00 -0.36120D+00  0.35909D+00 -0.49679D-06 -0.13253D-06 -0.17406D-05
                    -0.16787D+00  0.26738D+00  0.25218D-08 -0.25470D+00 -0.56397D+00  0.24565D+00  0.67143D-08  0.59353D+00
                     0.96120D+00 -0.20673D+01 -0.76586D+01  0.56058D-05  0.64872D-05  0.56068D+01 -0.22563D+01 -0.40547D+01
                     0.33856D+00 -0.44116D+00 -0.20775D-05 -0.15951D-06  0.23891D+00 -0.44063D+00  0.29363D-05  0.77071D+00
                    -0.44567D+00  0.48594D+00 -0.13185D-04  0.42698D-04 -0.39984D+00 -0.85371D+00 -0.14893D+01 -0.98711D+00
                    -0.31061D+00 -0.34326D+00 -0.43654D-06  0.53428D-05 -0.13883D-05 -0.28106D+00  0.37191D-05 -0.64567D+00
                     0.54978D-08 -0.32775D+00 -0.39535D+00  0.75302D-05 -0.80626D-05  0.12332D-05  0.29432D+00  0.24351D+00
                    -0.24454D+00 -0.14031D-05  0.36409D-06  0.14201D-07  0.19846D+00  0.37800D+00 -0.13651D+01 -0.33455D+00

the lowest value of the function (fcn) was  0.7969319200D+03 for entry    484 - - x(i) follows
  0.16635D+00 -0.18970D+02 -0.13068D+02 -0.11450D+02 -0.23787D+02 -0.19451D+02 -0.16967D+02 -0.14801D+02  0.90432D+01  0.89616D-01
 -0.66051D+00 -0.60374D+00 -0.22773D+00 -0.29867D+00 -0.21992D+02  0.26927D+01 -0.78272D-07  0.10338D+01 -0.31725D+00 -0.52792D+00
  0.71100D+00 -0.99570D+00 -0.16557D-06 -0.71996D+00 -0.18649D+00  0.64107D+00  0.16140D+00 -0.36120D+00  0.35909D+00 -0.49679D-06
 -0.13253D-06 -0.17406D-05 -0.16787D+00  0.26738D+00  0.25218D-08 -0.25470D+00 -0.56397D+00  0.24565D+00  0.67143D-08  0.59353D+00
  0.96120D+00 -0.20673D+01 -0.76586D+01  0.56058D-05  0.64872D-05  0.56068D+01 -0.22563D+01 -0.40547D+01  0.33856D+00 -0.44116D+00
 -0.20775D-05 -0.15951D-06  0.23891D+00 -0.44063D+00  0.29363D-05  0.77071D+00 -0.44567D+00  0.48594D+00 -0.13185D-04  0.42698D-04
 -0.39984D+00 -0.85371D+00 -0.14893D+01 -0.98711D+00 -0.31061D+00 -0.34326D+00 -0.43654D-06  0.53428D-05 -0.13883D-05 -0.28106D+00
  0.37191D-05 -0.64567D+00  0.54978D-08 -0.32775D+00 -0.39535D+00  0.75302D-05 -0.80626D-05  0.12332D-05  0.29432D+00  0.24351D+00
 -0.24454D+00 -0.14031D-05  0.36409D-06  0.14201D-07  0.19846D+00  0.37800D+00 -0.13651D+01 -0.33455D+00



run statistics follow - -

 nfcn=    484 nst=    194





VARIANT NAME BC3        VARIANT NUMBER   5 DEPENDENT VARIABLE NAME D(i)      

 variable  type lambda    parameter      std.error          t-value    gradient


 alternative  1 : autc      

 constant  spec   0    0.1663496D+00  0.1635295D+01         0.1017  0.2431360D-04
                                      0.1635295D+01         0.1017

 autlic2   gene   0    0.9043212D+01  0.7932009D+00        11.4009 -0.6815569D-05
                                      0.7932009D+00        11.4009

 itcam1    gene   1   -0.6605057D+00  0.3494548D+01        -0.1890  0.9985619D-03
                                      0.3494548D+01        -0.1890

 tdv1m     gene   2   -0.6037447D+00  0.3398050D+01        -0.1777 -0.2599672D-03
                                      0.3398050D+01        -0.1777

 cosinc1   gene   3   -0.2277346D+00  0.4894147D+01        -0.0465 -0.9587649D-03
                                      0.4894147D+01        -0.0465

 dumtcam1  gene   0   -0.2199213D+02  0.3288426D+01        -6.6877 -0.1470399D-04
                                      0.3288426D+01        -6.6877


 alternative  2 : auta      

 itcam2    gene   1   -0.6605057D+00  0.3494548D+01        -0.1890  0.9985619D-03
                                      0.3494548D+01        -0.1890

 tdv2m     gene   2   -0.6037447D+00  0.3398050D+01        -0.1777 -0.2599672D-03
                                      0.3398050D+01        -0.1777

 cosinc2   gene   3   -0.2277346D+00  0.4894147D+01        -0.0465 -0.9587649D-03
                                      0.4894147D+01        -0.0465

 sexo      gene   0   -0.2986702D+00  0.1333176D+01        -0.2240 -0.9184058D-05
                                      0.1333176D+01        -0.2240

 dumtcam2  gene   0   -0.2199213D+02  0.3288426D+01        -6.6877 -0.1470399D-04
                                      0.3288426D+01        -6.6877

 dumcos2   gene   0    0.2692708D+01  0.3741567D+01         0.7197 -0.1149700D-03
                                      0.3741567D+01         0.7197


 alternative  3 : taxi      

 constant  spec   0   -0.1897047D+02  0.1689501D+01       -11.2284 -0.7691154D-04
                                      0.1689501D+01       -11.2284

 ites3m    gene   1    0.8961608D-01  0.2353976D+01         0.0381  0.1358668D-03
                                      0.2353976D+01         0.0381

 itcam3    gene   1   -0.6605057D+00  0.3494548D+01        -0.1890  0.9985619D-03
                                      0.3494548D+01        -0.1890

 tdv3m     gene   2   -0.6037447D+00  0.3398050D+01        -0.1777 -0.2599672D-03
                                      0.3398050D+01        -0.1777

 cosinc3   gene   3   -0.2277346D+00  0.4894147D+01        -0.0465 -0.9587649D-03
                                      0.4894147D+01        -0.0465

 sexo      gene   0   -0.2986702D+00  0.1333176D+01        -0.2240 -0.9184058D-05
                                      0.1333176D+01        -0.2240

 dumcos3   gene   0    0.2692708D+01  0.3741567D+01         0.7197 -0.1149700D-03
                                      0.3741567D+01         0.7197


 alternative  4 : met       

 constant  spec   0   -0.1306793D+02  0.1224510D+01       -10.6720  0.6107429D-04
                                      0.1224510D+01       -10.6720

 ites4m    gene   1    0.8961608D-01  0.2353976D+01         0.0381  0.1358668D-03
                                      0.2353976D+01         0.0381

 itcam4    gene   1   -0.6605057D+00  0.3494548D+01        -0.1890  0.9985619D-03
                                      0.3494548D+01        -0.1890

 tdv4m     gene   2   -0.6037447D+00  0.3398050D+01        -0.1777 -0.2599672D-03
                                      0.3398050D+01        -0.1777

 cosinc4   gene   3   -0.2277346D+00  0.4894147D+01        -0.0465 -0.9587649D-03
                                      0.4894147D+01        -0.0465


 alternative  5 : bus       

 constant  spec   0   -0.1144964D+02  0.1824844D+01        -6.2743  0.1322606D-04
                                      0.1824844D+01        -6.2743

 ites5m    gene   1    0.8961608D-01  0.2353976D+01         0.0381  0.1358668D-03
                                      0.2353976D+01         0.0381

 itcam5    gene   1   -0.6605057D+00  0.3494548D+01        -0.1890  0.9985619D-03
                                      0.3494548D+01        -0.1890

 tdv5m     gene   2   -0.6037447D+00  0.3398050D+01        -0.1777 -0.2599672D-03
                                      0.3398050D+01        -0.1777

 cosinc5   gene   3   -0.2277346D+00  0.4894147D+01        -0.0465 -0.9587649D-03
                                      0.4894147D+01        -0.0465


 alternative  6 : autcmet   

 constant  spec   0   -0.2378719D+02  0.1376000D+01       -17.2872 -0.2785093D-04
                                      0.1376000D+01       -17.2872

 autlic2   gene   0    0.9043212D+01  0.7932009D+00        11.4009 -0.6815569D-05
                                      0.7932009D+00        11.4009

 ites6m    gene   1    0.8961608D-01  0.2353976D+01         0.0381  0.1358668D-03
                                      0.2353976D+01         0.0381

 itcam6    gene   1   -0.6605057D+00  0.3494548D+01        -0.1890  0.9985619D-03
                                      0.3494548D+01        -0.1890

 tv6       gene   2   -0.6037447D+00  0.3398050D+01        -0.1777 -0.2599672D-03
                                      0.3398050D+01        -0.1777

 cosinc6   gene   3   -0.2277346D+00  0.4894147D+01        -0.0465 -0.9587649D-03
                                      0.4894147D+01        -0.0465


 alternative  7 : autamet   

 constant  spec   0   -0.1945090D+02  0.1453195D+01       -13.3849  0.4070293D-04
                                      0.1453195D+01       -13.3849

 ites7m    gene   1    0.8961608D-01  0.2353976D+01         0.0381  0.1358668D-03
                                      0.2353976D+01         0.0381

 itcam7    gene   1   -0.6605057D+00  0.3494548D+01        -0.1890  0.9985619D-03
                                      0.3494548D+01        -0.1890

 tv7       gene   2   -0.6037447D+00  0.3398050D+01        -0.1777 -0.2599672D-03
                                      0.3398050D+01        -0.1777

 cosinc7   gene   3   -0.2277346D+00  0.4894147D+01        -0.0465 -0.9587649D-03
                                      0.4894147D+01        -0.0465

 sexo      gene   0   -0.2986702D+00  0.1333176D+01        -0.2240 -0.9184058D-05
                                      0.1333176D+01        -0.2240


 alternative  8 : taximet   

 constant  spec   0   -0.1696670D+02  0.1734692D+01        -9.7808 -0.1226771D-04
                                      0.1734692D+01        -9.7808

 ites8m    gene   1    0.8961608D-01  0.2353976D+01         0.0381  0.1358668D-03
                                      0.2353976D+01         0.0381

 itcam8    gene   1   -0.6605057D+00  0.3494548D+01        -0.1890  0.9985619D-03
                                      0.3494548D+01        -0.1890

 tv8       gene   2   -0.6037447D+00  0.3398050D+01        -0.1777 -0.2599672D-03
                                      0.3398050D+01        -0.1777

 cosinc8   gene   3   -0.2277346D+00  0.4894147D+01        -0.0465 -0.9587649D-03
                                      0.4894147D+01        -0.0465


 alternative  9 : busmet    

 constant  spec   0   -0.1480119D+02  0.1517802D+01        -9.7517  0.1668340D-04
                                      0.1517802D+01        -9.7517

 ites9m    gene   1    0.8961608D-01  0.2353976D+01         0.0381  0.1358668D-03
                                      0.2353976D+01         0.0381

 itcam9    gene   1   -0.6605057D+00  0.3494548D+01        -0.1890  0.9985619D-03
                                      0.3494548D+01        -0.1890

 tv9       gene   2   -0.6037447D+00  0.3398050D+01        -0.1777 -0.2599672D-03
                                      0.3398050D+01        -0.1777

 cosinc9   gene   3   -0.2277346D+00  0.4894147D+01        -0.0465 -0.9587649D-03
                                      0.4894147D+01        -0.0465


 extra parameters


 theta 1  1 fixed      0.0000000D+00

 theta 1  2 estimated  0.6126505D-14  0.2471261D+01         0.0000 -0.3241415D+01

 theta 1  3 estimated  0.1068710D+01  0.1301017D+01         0.8214  0.3273132D-05

 theta 1  4 estimated  0.1006477D+00  0.1273615D+02         0.0079 -0.2315467D-04

 theta 1  5 estimated  0.2787044D+00  0.5085251D+01         0.0548  0.2418997D-04

 theta 1  6 estimated  0.5055222D+00  0.4530571D+01         0.1116  0.1762989D-04

 theta 1  7 estimated  0.9914157D+00  0.1428103D+01         0.6942  0.5754040D-05

 theta 1  8 estimated  0.2741263D-13  0.1598500D+01         0.0000 -0.2905995D+01

 theta 1  9 estimated  0.5183354D+00  0.4319198D+01         0.1200 -0.7163568D-05

 theta 2  1 estimated  0.3477727D-01  0.3106850D+02         0.0011  0.6790534D-04

 theta 2  2 fixed      0.0000000D+00

 theta 2  3 estimated  0.4109760D+00  0.3053158D+01         0.1346  0.5728789D-05

 theta 2  4 estimated  0.2605030D-01  0.3599141D+02         0.0007 -0.2298418D-03

 theta 2  5 estimated  0.1304638D+00  0.1272613D+02         0.0103  0.4964011D-04

 theta 2  6 estimated  0.1289467D+00  0.9615050D+01         0.0134 -0.3348200D-04

 theta 2  7 estimated  0.2468038D-12  0.3242268D+01         0.0000 -0.1035679D+01

 theta 2  8 estimated  0.1756516D-13  0.2717588D+01         0.0000 -0.6315536D+01

 theta 2  9 estimated  0.3029796D-11  0.1207412D+02         0.0000 -0.5196676D+01

 theta 3  1 estimated  0.2817936D-01  0.3365695D+02         0.0008  0.4792500D-04

 theta 3  2 estimated  0.7149199D-01  0.9546073D+01         0.0075 -0.1673422D-04

 theta 3  3 fixed      0.0000000D+00

 theta 3  4 estimated  0.6359627D-17  0.6872751D+01         0.0000 -0.6079920D+02

 theta 3  5 estimated  0.6487142D-01  0.1843367D+02         0.0035 -0.7317528D-04

 theta 3  6 estimated  0.3180604D+00  0.6854415D+01         0.0464  0.1543203D-04

 theta 3  7 estimated  0.6034209D-01  0.3068583D+01         0.0197 -0.1540872D-05

 theta 3  8 estimated  0.4508235D-16  0.3836866D+01         0.0000 -0.5546964D+00

 theta 3  9 estimated  0.3522829D+00  0.8975678D+01         0.0392  0.1613068D-04

 theta 4  1 estimated  0.9239072D+00  0.1662297D+01         0.5558  0.9575758D-06

 theta 4  2 estimated  0.4273740D+01  0.1931238D+00        22.1295 -0.4732141D-06

 theta 4  3 estimated  0.5865427D+02  0.2663572D-01      2202.0904  0.9296779D-06

 theta 4  4 fixed      0.0000000D+00

 theta 4  5 estimated  0.3142457D-10  0.2350408D+01         0.0000 -0.5972990D+00

 theta 4  6 estimated  0.4208378D-10  0.3324525D+00         0.0000 -0.3584352D+00

 theta 4  7 estimated  0.3143641D+02  0.1160980D-01      2707.7488  0.7928822D-06

 theta 4  8 estimated  0.5090921D+01  0.2317626D-01       219.6610 -0.1736604D-06

 theta 4  9 estimated  0.1644024D+02  0.5935788D-01       276.9681 -0.3734419D-06

 theta 5  1 estimated  0.1146228D+00  0.1994752D+02         0.0057  0.2535166D-04

 theta 5  2 estimated  0.1946214D+00  0.7506226D+01         0.0259 -0.4734603D-05

 theta 5  3 estimated  0.4316169D-11  0.3226019D+01         0.0000 -0.9438334D+00

 theta 5  4 estimated  0.2544475D-13  0.1779960D+02         0.0000 -0.4083541D+02

 theta 5  5 fixed      0.0000000D+00

 theta 5  6 estimated  0.5708004D-01  0.1254760D+02         0.0045  0.4536343D-05

 theta 5  7 estimated  0.1941516D+00  0.2888761D+01         0.0672 -0.2301056D-05

 theta 5  8 estimated  0.8621797D-11  0.3281369D+01         0.0000 -0.6764679D+00

 theta 5  9 estimated  0.5939962D+00  0.6680503D+01         0.0889 -0.3371273D-04

 theta 6  1 estimated  0.1986211D+00  0.1297322D+02         0.0153  0.1983929D-04

 theta 6  2 estimated  0.2361357D+00  0.4423050D+01         0.0534 -0.1626464D-04

 theta 6  3 estimated  0.1738482D-09  0.1219401D+01         0.0000 -0.8136902D+00

 theta 6  4 estimated  0.1823112D-08  0.3483178D+00         0.0000 -0.4461333D+00

 theta 6  5 estimated  0.1598686D+00  0.7545968D+01         0.0212  0.1164369D-04

 theta 6  6 fixed      0.0000000D+00

 theta 6  7 estimated  0.7288140D+00  0.1396757D+01         0.5218 -0.8362573D-05

 theta 6  8 estimated  0.2218057D+01  0.1177697D+01         1.8834 -0.7950774D-05

 theta 6  9 estimated  0.9743820D+00  0.2957478D+01         0.3295 -0.1151892D-04

 theta 7  1 estimated  0.9647746D-01  0.2034336D+02         0.0047  0.9106324D-04

 theta 7  2 estimated  0.1178281D+00  0.1004624D+02         0.0117  0.2390254D-04

 theta 7  3 estimated  0.1905658D-12  0.1576873D+01         0.0000 -0.5946447D+01

 theta 7  4 estimated  0.2854585D-10  0.1179567D+01         0.0000 -0.2258243D+01

 theta 7  5 estimated  0.1927435D-11  0.1624449D+02         0.0000 -0.6192702D+01

 theta 7  6 estimated  0.7899282D-01  0.1119002D+02         0.0071  0.2659584D-04

 theta 7  7 fixed      0.0000000D+00

 theta 7  8 estimated  0.1383146D-10  0.2155983D+01         0.0000 -0.5316125D+01

 theta 7  9 estimated  0.4168903D+00  0.7576111D+01         0.0550  0.9765243D-05

 theta 8  1 estimated  0.3022634D-16  0.5357045D+01         0.0000 -0.4862238D+02

 theta 8  2 estimated  0.1074173D+00  0.1011768D+02         0.0106 -0.1650206D-04

 theta 8  3 estimated  0.1563020D+00  0.5071904D+01         0.0308 -0.1392473D-04

 theta 8  4 estimated  0.5670418D-10  0.2210811D+00         0.0000 -0.4976936D+00

 theta 8  5 estimated  0.6500629D-10  0.1691731D+02         0.0000 -0.2790421D+01

 theta 8  6 estimated  0.1520771D-11  0.5536787D+01         0.0000 -0.1257728D+02

 theta 8  7 estimated  0.8662664D-01  0.3431687D+01         0.0252  0.2959476D-06

 theta 8  8 fixed      0.0000000D+00

 theta 8  9 estimated  0.5929901D-01  0.1617300D+02         0.0037  0.2119378D-04

 theta 9  1 estimated  0.5979787D-01  0.2464410D+02         0.0024  0.1965392D-04

 theta 9  2 estimated  0.1968572D-11  0.5561088D+01         0.0000 -0.4857828D+01

 theta 9  3 estimated  0.1325633D-12  0.1825666D+01         0.0000 -0.3828088D+01

 theta 9  4 estimated  0.2016708D-15  0.2209136D+00         0.0000 -0.4896463D+00

 theta 9  5 estimated  0.3938689D-01  0.1826366D+02         0.0022  0.1869371D-04

 theta 9  6 estimated  0.1428849D+00  0.8481878D+01         0.0168 -0.1175677D-04

 theta 9  7 estimated  0.1863440D+01  0.1273963D+01         1.4627  0.7141056D-05

 theta 9  8 estimated  0.1119208D+00  0.2641823D+01         0.0424  0.5833225D-05

 theta 9  9 fixed      0.0000000D+00



 box-cox transformations


 lambda 1   fixed      0.1000000D+01

 lambda 2   fixed      0.1000000D+01

 lambda 3   fixed      0.1000000D+01

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



 log likelihood with constants only =   -924.6868

 log likelihood at convergence      =   -796.9319

 likelihood ratio test (80 d.f.)    =    255.5097

 sum of squared residuals           =    382.6789

 rho-squared                        =      0.1382

 rho-squared bar -akaike            =      0.0430

                 -horowitz          =      0.0906

                 -hensher & johnson =      0.1143

 per cent right         =   50.64

 number of observations =  622

 number of alternatives =    9

 number of parameters   =   88





 at the sample means of x :

   - elasticity

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

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

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

 probability of :        autc       auta       taxi       met        bus        autcmet    autamet    taximet    busmet    

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

 autc        constant   0.241D+00  0.826D+00 -0.196D+01 -0.487D-01  0.302D+01 -0.184D+00  0.214D+01  0.526D+00 -0.208D+01
                        0.209D-01  0.193D-01 -0.206D-02 -0.429D-01  0.625D-02 -0.557D-03  0.206D-02  0.307D-03 -0.330D-02
                        0.209D-01  0.193D-01 -0.206D-02 -0.429D-01  0.625D-02 -0.557D-03  0.206D-02  0.307D-03 -0.330D-02

             autlic2    0.938D-01 -0.130D-02  0.941D+00 -0.185D-01  0.556D+00  0.138D+01  0.110D+01 -0.284D-01  0.540D+00
                        0.813D-02 -0.303D-04  0.990D-03 -0.163D-01  0.115D-02  0.416D-02  0.107D-02 -0.166D-04  0.856D-03
                        0.131D-01 -0.486D-04  0.159D-02 -0.262D-01  0.185D-02  0.667D-02  0.171D-02 -0.266D-04  0.137D-02

           * itcam1    -0.581D-01  0.620D-02 -0.155D+00  0.900D-02 -0.338D+00 -0.405D+00 -0.623D+00  0.157D-01 -0.226D+00
                       -0.503D-02  0.145D-03 -0.164D-03  0.792D-02 -0.700D-03 -0.122D-02 -0.602D-03  0.917D-05 -0.357D-03
                       -0.866D-03  0.249D-04 -0.282D-04  0.136D-02 -0.121D-03 -0.210D-03 -0.104D-03  0.158D-05 -0.615D-04

             tdv1m     -0.128D+00  0.136D-01 -0.341D+00  0.198D-01 -0.742D+00 -0.889D+00 -0.137D+01  0.345D-01 -0.496D+00
                       -0.111D-01  0.318D-03 -0.359D-03  0.174D-01 -0.154D-02 -0.269D-02 -0.132D-02  0.201D-04 -0.785D-03
                       -0.792D-03  0.228D-04 -0.258D-04  0.125D-02 -0.110D-03 -0.192D-03 -0.947D-04  0.144D-05 -0.563D-04

             cosinc1   -0.663D-01  0.707D-02 -0.177D+00  0.103D-01 -0.385D+00 -0.462D+00 -0.711D+00  0.179D-01 -0.258D+00
                       -0.574D-02  0.165D-03 -0.187D-03  0.904D-02 -0.799D-03 -0.140D-02 -0.687D-03  0.105D-04 -0.408D-03
                       -0.299D-03  0.860D-05 -0.971D-05  0.470D-03 -0.416D-04 -0.726D-04 -0.357D-04  0.544D-06 -0.212D-04

           **dumtcam1  -0.333D+00  0.355D-01 -0.891D+00  0.516D-01 -0.194D+01 -0.232D+01 -0.357D+01  0.900D-01 -0.129D+01
                       -0.288D-01  0.830D-03 -0.938D-03  0.454D-01 -0.401D-02 -0.701D-02 -0.345D-02  0.525D-04 -0.205D-02
                       -0.288D-01  0.830D-03 -0.938D-03  0.454D-01 -0.401D-02 -0.701D-02 -0.345D-02  0.525D-04 -0.205D-02

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

 auta      * itcam2     0.340D-01 -0.208D+00 -0.351D+00  0.651D-02 -0.498D+00 -0.409D+00 -0.657D+00 -0.101D+01  0.340D-01
                        0.295D-02 -0.487D-02 -0.369D-03  0.573D-02 -0.103D-02 -0.123D-02 -0.635D-03 -0.589D-03  0.539D-04
                        0.484D-03 -0.801D-03 -0.607D-04  0.942D-03 -0.170D-03 -0.203D-03 -0.104D-03 -0.968D-04  0.885D-05

             tdv2m      0.693D-01 -0.425D+00 -0.715D+00  0.133D-01 -0.101D+01 -0.833D+00 -0.134D+01 -0.206D+01  0.693D-01
                        0.601D-02 -0.993D-02 -0.753D-03  0.117D-01 -0.210D-02 -0.252D-02 -0.129D-02 -0.120D-02  0.110D-03
                        0.443D-03 -0.732D-03 -0.555D-04  0.861D-03 -0.155D-03 -0.186D-03 -0.954D-04 -0.885D-04  0.809D-05

           * cosinc2    0.669D-02 -0.410D-01 -0.690D-01  0.128D-02 -0.979D-01 -0.804D-01 -0.129D+00 -0.198D+00  0.669D-02
                        0.579D-03 -0.958D-03 -0.726D-04  0.113D-02 -0.203D-03 -0.243D-03 -0.125D-03 -0.116D-03  0.106D-04
                        0.167D-03 -0.276D-03 -0.209D-04  0.325D-03 -0.585D-04 -0.700D-04 -0.360D-04 -0.334D-04  0.305D-05

             sexo       0.528D-02 -0.523D-02 -0.698D-01 -0.158D-04 -0.199D-01 -0.209D-01 -0.581D-01 -0.602D-01 -0.327D-01
                        0.457D-03 -0.122D-03 -0.735D-04 -0.139D-04 -0.413D-04 -0.632D-04 -0.561D-04 -0.352D-04 -0.518D-04
                        0.779D-03 -0.208D-03 -0.125D-03 -0.237D-04 -0.703D-04 -0.108D-03 -0.957D-04 -0.599D-04 -0.882D-04

           **dumtcam2   0.186D+00 -0.114D+01 -0.192D+01  0.356D-01 -0.272D+01 -0.224D+01 -0.359D+01 -0.552D+01  0.186D+00
                        0.161D-01 -0.267D-01 -0.202D-02  0.314D-01 -0.565D-02 -0.676D-02 -0.347D-02 -0.322D-02  0.295D-03
                        0.161D-01 -0.267D-01 -0.202D-02  0.314D-01 -0.565D-02 -0.676D-02 -0.347D-02 -0.322D-02  0.295D-03

           **dumcos2   -0.228D-01  0.140D+00  0.235D+00 -0.436D-02  0.334D+00  0.274D+00  0.440D+00  0.676D+00 -0.228D-01
                       -0.197D-02  0.326D-02  0.247D-03 -0.384D-02  0.692D-03  0.828D-03  0.425D-03  0.395D-03 -0.361D-04
                       -0.197D-02  0.326D-02  0.247D-03 -0.384D-02  0.692D-03  0.828D-03  0.425D-03  0.395D-03 -0.361D-04

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

 taxi        constant   0.241D+00  0.826D+00 -0.196D+01 -0.487D-01  0.302D+01 -0.184D+00  0.214D+01  0.526D+00 -0.208D+01
                        0.209D-01  0.193D-01 -0.206D-02 -0.429D-01  0.625D-02 -0.557D-03  0.206D-02  0.307D-03 -0.330D-02
                        0.209D-01  0.193D-01 -0.206D-02 -0.429D-01  0.625D-02 -0.557D-03  0.206D-02  0.307D-03 -0.330D-02

             ites3m    -0.180D-02 -0.161D-02  0.327D-01  0.195D-03 -0.226D-02 -0.226D-02 -0.226D-02  0.760D-02 -0.226D-02
                       -0.156D-03 -0.376D-04  0.344D-04  0.172D-03 -0.468D-05 -0.681D-05 -0.218D-05  0.444D-05 -0.357D-05
                       -0.131D-03 -0.317D-04  0.290D-04  0.145D-03 -0.394D-05 -0.574D-05 -0.183D-05  0.373D-05 -0.301D-05

             itcam3     0.723D-01  0.646D-01 -0.131D+01 -0.784D-02  0.905D-01  0.905D-01  0.905D-01 -0.305D+00  0.905D-01
                        0.626D-02  0.151D-02 -0.138D-02 -0.691D-02  0.188D-03  0.273D-03  0.875D-04 -0.178D-03  0.143D-03
                        0.968D-03  0.233D-03 -0.214D-03 -0.107D-02  0.290D-04  0.423D-04  0.135D-04 -0.275D-04  0.222D-04

             tdv3m      0.145D+00  0.129D+00 -0.262D+01 -0.157D-01  0.181D+00  0.181D+00  0.181D+00 -0.610D+00  0.181D+00
                        0.125D-01  0.302D-02 -0.276D-02 -0.138D-01  0.375D-03  0.547D-03  0.175D-03 -0.356D-03  0.287D-03
                        0.885D-03  0.213D-03 -0.195D-03 -0.976D-03  0.265D-04  0.386D-04  0.124D-04 -0.252D-04  0.203D-04

           * cosinc3    0.602D-01  0.538D-01 -0.109D+01 -0.653D-02  0.754D-01  0.754D-01  0.754D-01 -0.254D+00  0.754D-01
                        0.522D-02  0.126D-02 -0.115D-02 -0.575D-02  0.156D-03  0.228D-03  0.729D-04 -0.148D-03  0.119D-03
                        0.334D-03  0.805D-04 -0.736D-04 -0.368D-03  0.100D-04  0.146D-04  0.466D-05 -0.949D-05  0.764D-05

             sexo       0.528D-02 -0.523D-02 -0.698D-01 -0.158D-04 -0.199D-01 -0.209D-01 -0.581D-01 -0.602D-01 -0.327D-01
                        0.457D-03 -0.122D-03 -0.735D-04 -0.139D-04 -0.413D-04 -0.632D-04 -0.561D-04 -0.352D-04 -0.518D-04
                        0.779D-03 -0.208D-03 -0.125D-03 -0.237D-04 -0.703D-04 -0.108D-03 -0.957D-04 -0.599D-04 -0.882D-04

           **dumcos3   -0.456D-01 -0.407D-01  0.827D+00  0.494D-02 -0.570D-01 -0.570D-01 -0.570D-01  0.192D+00 -0.570D-01
                       -0.395D-02 -0.951D-03  0.871D-03  0.435D-02 -0.118D-03 -0.172D-03 -0.551D-04  0.112D-03 -0.904D-04
                       -0.395D-02 -0.951D-03  0.871D-03  0.435D-02 -0.118D-03 -0.172D-03 -0.551D-04  0.112D-03 -0.904D-04

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

 met         constant   0.241D+00  0.826D+00 -0.196D+01 -0.487D-01  0.302D+01 -0.184D+00  0.214D+01  0.526D+00 -0.208D+01
                        0.209D-01  0.193D-01 -0.206D-02 -0.429D-01  0.625D-02 -0.557D-03  0.206D-02  0.307D-03 -0.330D-02
                        0.209D-01  0.193D-01 -0.206D-02 -0.429D-01  0.625D-02 -0.557D-03  0.206D-02  0.307D-03 -0.330D-02

             ites4m     0.388D-02 -0.140D-02 -0.126D+00  0.978D-03 -0.126D+00 -0.126D+00 -0.126D+00 -0.126D+00 -0.126D+00
                        0.336D-03 -0.328D-04 -0.132D-03  0.862D-03 -0.260D-03 -0.379D-03 -0.121D-03 -0.733D-04 -0.199D-03
                        0.224D-03 -0.219D-04 -0.881D-04  0.574D-03 -0.174D-03 -0.253D-03 -0.809D-04 -0.488D-04 -0.133D-03

             itcam4    -0.201D+00  0.725D-01  0.649D+01 -0.506D-01  0.649D+01  0.649D+01  0.649D+01  0.649D+01  0.649D+01
                       -0.174D-01  0.169D-02  0.683D-02 -0.445D-01  0.135D-01  0.196D-01  0.627D-02  0.379D-02  0.103D-01
                       -0.165D-02  0.161D-03  0.650D-03 -0.423D-02  0.128D-02  0.186D-02  0.596D-03  0.360D-03  0.977D-03

             tdv4m     -0.122D+00  0.439D-01  0.393D+01 -0.306D-01  0.393D+01  0.393D+01  0.393D+01  0.393D+01  0.393D+01
                       -0.105D-01  0.103D-02  0.414D-02 -0.270D-01  0.815D-02  0.119D-01  0.380D-02  0.229D-02  0.623D-02
                       -0.151D-02  0.147D-03  0.594D-03 -0.387D-02  0.117D-02  0.170D-02  0.545D-03  0.329D-03  0.893D-03

             cosinc4   -0.245D-01  0.886D-02  0.793D+00 -0.618D-02  0.793D+00  0.793D+00  0.793D+00  0.793D+00  0.793D+00
                       -0.213D-02  0.207D-03  0.835D-03 -0.544D-02  0.164D-02  0.240D-02  0.766D-03  0.463D-03  0.126D-02
                       -0.570D-03  0.556D-04  0.224D-03 -0.146D-02  0.441D-03  0.643D-03  0.206D-03  0.124D-03  0.337D-03

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

 bus         constant   0.241D+00  0.826D+00 -0.196D+01 -0.487D-01  0.302D+01 -0.184D+00  0.214D+01  0.526D+00 -0.208D+01
                        0.209D-01  0.193D-01 -0.206D-02 -0.429D-01  0.625D-02 -0.557D-03  0.206D-02  0.307D-03 -0.330D-02
                        0.209D-01  0.193D-01 -0.206D-02 -0.429D-01  0.625D-02 -0.557D-03  0.206D-02  0.307D-03 -0.330D-02

             ites5m     0.331D-03  0.839D-03  0.129D-01 -0.359D-03  0.103D+00  0.110D-01 -0.359D-03 -0.359D-03  0.498D-02
                        0.287D-04  0.196D-04  0.136D-04 -0.316D-03  0.214D-03  0.332D-04 -0.347D-06 -0.210D-06  0.789D-05
                        0.114D-04  0.781D-05  0.539D-05 -0.126D-03  0.852D-04  0.132D-04 -0.138D-06 -0.835D-07  0.314D-05

             itcam5    -0.644D-02 -0.163D-01 -0.250D+00  0.698D-02 -0.200D+01 -0.214D+00  0.698D-02  0.698D-02 -0.967D-01
                       -0.558D-03 -0.381D-03 -0.263D-03  0.615D-02 -0.416D-02 -0.646D-03  0.674D-05  0.407D-05 -0.153D-03
                       -0.842D-04 -0.575D-04 -0.398D-04  0.928D-03 -0.628D-03 -0.975D-04  0.102D-05  0.615D-06 -0.231D-04

             tdv5m     -0.219D-01 -0.553D-01 -0.849D+00  0.237D-01 -0.681D+01 -0.726D+00  0.237D-01  0.237D-01 -0.328D+00
                       -0.189D-02 -0.129D-02 -0.894D-03  0.209D-01 -0.141D-01 -0.219D-02  0.229D-04  0.138D-04 -0.520D-03
                       -0.770D-04 -0.526D-04 -0.363D-04  0.848D-03 -0.574D-03 -0.891D-04  0.931D-06  0.562D-06 -0.212D-04

             cosinc5   -0.185D-02 -0.468D-02 -0.719D-01  0.201D-02 -0.576D+00 -0.614D-01  0.201D-02  0.201D-02 -0.278D-01
                       -0.160D-03 -0.110D-03 -0.757D-04  0.177D-02 -0.119D-02 -0.186D-03  0.194D-05  0.117D-05 -0.441D-04
                       -0.290D-04 -0.198D-04 -0.137D-04  0.320D-03 -0.216D-03 -0.336D-04  0.351D-06  0.212D-06 -0.798D-05

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

 autcmet     constant   0.241D+00  0.826D+00 -0.196D+01 -0.487D-01  0.302D+01 -0.184D+00  0.214D+01  0.526D+00 -0.208D+01
                        0.209D-01  0.193D-01 -0.206D-02 -0.429D-01  0.625D-02 -0.557D-03  0.206D-02  0.307D-03 -0.330D-02
                        0.209D-01  0.193D-01 -0.206D-02 -0.429D-01  0.625D-02 -0.557D-03  0.206D-02  0.307D-03 -0.330D-02

             autlic2    0.938D-01 -0.130D-02  0.941D+00 -0.185D-01  0.556D+00  0.138D+01  0.110D+01 -0.284D-01  0.540D+00
                        0.813D-02 -0.303D-04  0.990D-03 -0.163D-01  0.115D-02  0.416D-02  0.107D-02 -0.166D-04  0.856D-03
                        0.131D-01 -0.486D-04  0.159D-02 -0.262D-01  0.185D-02  0.667D-02  0.171D-02 -0.266D-04  0.137D-02

             ites6m     0.204D-03  0.186D-03  0.170D-01 -0.127D-03  0.143D-02  0.186D-01  0.451D-02 -0.127D-03  0.499D-02
                        0.177D-04  0.435D-05  0.179D-04 -0.111D-03  0.297D-05  0.563D-04  0.436D-05 -0.738D-07  0.790D-05
                        0.118D-04  0.290D-05  0.119D-04 -0.743D-04  0.198D-05  0.375D-04  0.290D-05 -0.492D-07  0.527D-05

             itcam6    -0.537D-02 -0.489D-02 -0.447D+00  0.332D-02 -0.377D-01 -0.490D+00 -0.118D+00  0.332D-02 -0.131D+00
                       -0.465D-03 -0.114D-03 -0.470D-03  0.293D-02 -0.781D-04 -0.148D-02 -0.114D-03  0.194D-05 -0.208D-03
                       -0.870D-04 -0.214D-04 -0.880D-04  0.548D-03 -0.146D-04 -0.277D-03 -0.214D-04  0.363D-06 -0.388D-04

             tv6       -0.131D-01 -0.119D-01 -0.109D+01  0.810D-02 -0.919D-01 -0.119D+01 -0.289D+00  0.810D-02 -0.319D+00
                       -0.113D-02 -0.279D-03 -0.115D-02  0.714D-02 -0.190D-03 -0.361D-02 -0.279D-03  0.473D-05 -0.506D-03
                       -0.795D-04 -0.196D-04 -0.804D-04  0.500D-03 -0.134D-04 -0.253D-03 -0.196D-04  0.332D-06 -0.355D-04

             cosinc6   -0.359D-02 -0.327D-02 -0.299D+00  0.222D-02 -0.252D-01 -0.328D+00 -0.792D-01  0.222D-02 -0.877D-01
                       -0.311D-03 -0.765D-04 -0.315D-03  0.196D-02 -0.523D-04 -0.990D-03 -0.766D-04  0.130D-05 -0.139D-03
                       -0.300D-04 -0.737D-05 -0.303D-04  0.189D-03 -0.504D-05 -0.954D-04 -0.738D-05  0.125D-06 -0.134D-04

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

 autamet     constant   0.241D+00  0.826D+00 -0.196D+01 -0.487D-01  0.302D+01 -0.184D+00  0.214D+01  0.526D+00 -0.208D+01
                        0.209D-01  0.193D-01 -0.206D-02 -0.429D-01  0.625D-02 -0.557D-03  0.206D-02  0.307D-03 -0.330D-02
                        0.209D-01  0.193D-01 -0.206D-02 -0.429D-01  0.625D-02 -0.557D-03  0.206D-02  0.307D-03 -0.330D-02

             ites7m    -0.635D-03 -0.926D-03  0.534D-03 -0.170D-04  0.146D-02  0.522D-02  0.254D-01  0.286D-02  0.290D-01
                       -0.550D-04 -0.217D-04  0.562D-06 -0.149D-04  0.303D-05  0.158D-04  0.246D-04  0.167D-05  0.460D-04
                       -0.367D-04 -0.144D-04  0.375D-06 -0.996D-05  0.202D-05  0.105D-04  0.164D-04  0.111D-05  0.307D-04

             itcam7     0.162D-01  0.237D-01 -0.137D-01  0.434D-03 -0.373D-01 -0.134D+00 -0.651D+00 -0.731D-01 -0.743D+00
                        0.141D-02  0.554D-03 -0.144D-04  0.382D-03 -0.774D-04 -0.403D-03 -0.629D-03 -0.426D-04 -0.118D-02
                        0.270D-03  0.106D-03 -0.276D-05  0.734D-04 -0.149D-04 -0.775D-04 -0.121D-03 -0.819D-05 -0.226D-03

             tv7        0.442D-01  0.645D-01 -0.371D-01  0.118D-02 -0.102D+00 -0.363D+00 -0.177D+01 -0.199D+00 -0.202D+01
                        0.383D-02  0.151D-02 -0.391D-04  0.104D-02 -0.211D-03 -0.110D-02 -0.171D-02 -0.116D-03 -0.320D-02
                        0.247D-03  0.973D-04 -0.252D-05  0.671D-04 -0.136D-04 -0.708D-04 -0.110D-03 -0.748D-05 -0.207D-03

             cosinc7    0.490D-02  0.714D-02 -0.411D-02  0.131D-03 -0.112D-01 -0.402D-01 -0.196D+00 -0.220D-01 -0.224D+00
                        0.424D-03  0.167D-03 -0.433D-05  0.115D-03 -0.233D-04 -0.122D-03 -0.190D-03 -0.128D-04 -0.355D-03
                        0.932D-04  0.367D-04 -0.952D-06  0.253D-04 -0.513D-05 -0.267D-04 -0.416D-04 -0.282D-05 -0.779D-04

             sexo       0.528D-02 -0.523D-02 -0.698D-01 -0.158D-04 -0.199D-01 -0.209D-01 -0.581D-01 -0.602D-01 -0.327D-01
                        0.457D-03 -0.122D-03 -0.735D-04 -0.139D-04 -0.413D-04 -0.632D-04 -0.561D-04 -0.352D-04 -0.518D-04
                        0.779D-03 -0.208D-03 -0.125D-03 -0.237D-04 -0.703D-04 -0.108D-03 -0.957D-04 -0.599D-04 -0.882D-04

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

 taximet     constant   0.241D+00  0.826D+00 -0.196D+01 -0.487D-01  0.302D+01 -0.184D+00  0.214D+01  0.526D+00 -0.208D+01
                        0.209D-01  0.193D-01 -0.206D-02 -0.429D-01  0.625D-02 -0.557D-03  0.206D-02  0.307D-03 -0.330D-02
                        0.209D-01  0.193D-01 -0.206D-02 -0.429D-01  0.625D-02 -0.557D-03  0.206D-02  0.307D-03 -0.330D-02

             ites8m    -0.732D-03 -0.732D-03 -0.732D-03 -0.230D-03 -0.732D-03  0.631D-01 -0.732D-03  0.148D+00  0.541D-02
                       -0.635D-04 -0.171D-04 -0.771D-06 -0.202D-03 -0.152D-05  0.191D-03 -0.708D-06  0.866D-04  0.857D-05
                       -0.198D-04 -0.534D-05 -0.240D-06 -0.630D-04 -0.473D-06  0.594D-04 -0.221D-06  0.270D-04  0.267D-05

             itcam8     0.127D-01  0.127D-01  0.127D-01  0.399D-02  0.127D-01 -0.110D+01  0.127D-01 -0.257D+01 -0.939D-01
                        0.110D-02  0.297D-03  0.134D-04  0.351D-02  0.264D-04 -0.331D-02  0.123D-04 -0.150D-02 -0.149D-03
                        0.146D-03  0.393D-04  0.177D-05  0.464D-03  0.349D-05 -0.438D-03  0.163D-05 -0.199D-03 -0.197D-04

             tv8        0.212D-01  0.212D-01  0.212D-01  0.665D-02  0.212D-01 -0.183D+01  0.212D-01 -0.429D+01 -0.157D+00
                        0.184D-02  0.496D-03  0.223D-04  0.585D-02  0.440D-04 -0.552D-02  0.205D-04 -0.250D-02 -0.248D-03
                        0.133D-03  0.360D-04  0.162D-05  0.425D-03  0.319D-05 -0.400D-03  0.149D-05 -0.182D-03 -0.180D-04

             cosinc8    0.729D-02  0.729D-02  0.729D-02  0.228D-02  0.729D-02 -0.628D+00  0.729D-02 -0.148D+01 -0.539D-01
                        0.631D-03  0.170D-03  0.767D-05  0.201D-02  0.151D-04 -0.190D-02  0.704D-05 -0.861D-03 -0.853D-04
                        0.503D-04  0.136D-04  0.611D-06  0.160D-03  0.120D-05 -0.151D-03  0.561D-06 -0.685D-04 -0.679D-05

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

 busmet      constant   0.241D+00  0.826D+00 -0.196D+01 -0.487D-01  0.302D+01 -0.184D+00  0.214D+01  0.526D+00 -0.208D+01
                        0.209D-01  0.193D-01 -0.206D-02 -0.429D-01  0.625D-02 -0.557D-03  0.206D-02  0.307D-03 -0.330D-02
                        0.209D-01  0.193D-01 -0.206D-02 -0.429D-01  0.625D-02 -0.557D-03  0.206D-02  0.307D-03 -0.330D-02

             ites9m    -0.537D-02 -0.760D-02  0.117D+00 -0.630D-03  0.994D-01  0.113D+00  0.154D+00  0.304D-01  0.228D+00
                       -0.465D-03 -0.178D-03  0.124D-03 -0.555D-03  0.206D-03  0.341D-03  0.148D-03  0.177D-04  0.361D-03
                       -0.112D-03 -0.426D-04  0.296D-04 -0.133D-03  0.494D-04  0.818D-04  0.356D-04  0.425D-05  0.867D-04

             itcam9     0.724D-01  0.103D+00 -0.158D+01  0.850D-02 -0.134D+01 -0.152D+01 -0.207D+01 -0.409D+00 -0.308D+01
                        0.627D-02  0.240D-02 -0.167D-02  0.749D-02 -0.278D-02 -0.460D-02 -0.200D-02 -0.239D-03 -0.487D-02
                        0.822D-03  0.314D-03 -0.218D-03  0.982D-03 -0.364D-03 -0.603D-03 -0.262D-03 -0.313D-04 -0.639D-03

             tv9        0.145D+00  0.206D+00 -0.317D+01  0.170D-01 -0.269D+01 -0.305D+01 -0.415D+01 -0.821D+00 -0.617D+01
                        0.126D-01  0.481D-02 -0.334D-02  0.150D-01 -0.557D-02 -0.922D-02 -0.401D-02 -0.479D-03 -0.978D-02
                        0.752D-03  0.287D-03 -0.200D-03  0.897D-03 -0.333D-03 -0.551D-03 -0.240D-03 -0.286D-04 -0.584D-03

             cosinc9    0.300D-01  0.425D-01 -0.656D+00  0.353D-02 -0.556D+00 -0.631D+00 -0.858D+00 -0.170D+00 -0.128D+01
                        0.260D-02  0.994D-03 -0.691D-03  0.310D-02 -0.115D-02 -0.191D-02 -0.830D-03 -0.990D-04 -0.202D-02
                        0.284D-03  0.108D-03 -0.753D-04  0.338D-03 -0.126D-03 -0.208D-03 -0.904D-04 -0.108D-04 -0.220D-03

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

 probability p(i)          0.0866     0.0234     0.0011     0.8807     0.0021     0.0030     0.0010     0.0006     0.0016

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





 weighted aggregate :

   - elasticity

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

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

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

 probability of :        autc       auta       taxi       met        bus        autcmet    autamet    taximet    busmet    

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

 autc        constant   0.127D+01  0.277D+01 -0.187D+01 -0.417D+00  0.106D+01 -0.140D+01 -0.518D+00 -0.957D+00 -0.794D+00
                        0.547D+00  0.651D+00 -0.266D+00 -0.299D+00  0.266D+00 -0.396D+00 -0.130D+00 -0.134D+00 -0.127D+00
                        0.547D+00  0.651D+00 -0.266D+00 -0.299D+00  0.266D+00 -0.396D+00 -0.130D+00 -0.134D+00 -0.127D+00

             autlic2    0.614D+00 -0.334D+00  0.520D-01 -0.148D+00 -0.304D+00  0.269D+00 -0.187D+00 -0.540D+00 -0.312D+00
                        0.202D+00 -0.497D-01  0.331D-02 -0.988D-01 -0.676D-01  0.829D-01 -0.172D-01 -0.247D-01 -0.439D-01
                        0.262D+00 -0.919D-01  0.317D-02 -0.130D+00 -0.786D-01  0.919D-01 -0.249D-01 -0.351D-01 -0.565D-01

           * itcam1    -0.306D+00  0.182D+00  0.222D+00  0.857D-01  0.673D-01  0.125D+00 -0.333D-01  0.123D+00  0.789D-01
                       -0.111D+00  0.176D-01  0.203D-01  0.624D-01  0.230D-01  0.354D-01 -0.482D-03  0.556D-02  0.943D-02
                       -0.243D-01  0.311D-02  0.215D-02  0.741D-02  0.258D-02  0.722D-02  0.371D-04  0.757D-03  0.130D-02

             tdv1m     -0.917D+00  0.543D+00  0.362D+00  0.104D+00  0.616D-01  0.381D+00 -0.241D-01  0.286D+00  0.151D+00
                       -0.351D+00  0.776D-01  0.286D-01  0.754D-01  0.209D-01  0.105D+00  0.134D-02  0.115D-01  0.180D-01
                       -0.248D-01  0.534D-02  0.198D-02  0.744D-02  0.238D-02  0.660D-02  0.394D-04  0.735D-03  0.118D-02

             cosinc1   -0.286D+00  0.146D+00  0.104D+00  0.317D-01  0.294D-01  0.119D+00 -0.605D-02  0.811D-01  0.523D-01
                       -0.101D+00  0.204D-01  0.875D-02  0.237D-01  0.111D-01  0.352D-01  0.617D-03  0.331D-02  0.659D-02
                       -0.935D-02  0.201D-02  0.746D-03  0.281D-02  0.899D-03  0.249D-02  0.148D-04  0.277D-03  0.445D-03

           **dumtcam1  -0.252D+01  0.172D+01  0.162D+01  0.690D+00  0.550D+00  0.995D+00 -0.158D+00  0.113D+01  0.690D+00
                       -0.932D+00  0.199D+00  0.132D+00  0.503D+00  0.191D+00  0.272D+00  0.197D-02  0.480D-01  0.804D-01
                       -0.903D+00  0.194D+00  0.720D-01  0.271D+00  0.868D-01  0.241D+00  0.143D-02  0.268D-01  0.430D-01

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

 auta      * itcam2     0.772D-01 -0.623D+00  0.445D-01 -0.892D-02  0.458D-01  0.294D-01  0.737D-01 -0.249D-01  0.111D+00
                        0.197D-01 -0.128D+00  0.542D-02 -0.398D-02  0.195D-01  0.890D-02  0.200D-01  0.284D-02  0.208D-01
                        0.438D-02 -0.302D-01  0.121D-02 -0.864D-03  0.431D-02  0.162D-02  0.310D-02  0.555D-03  0.373D-02

             tdv2m      0.285D+00 -0.206D+01  0.124D+00 -0.205D-01  0.982D-01  0.785D-01  0.164D+00 -0.789D-01  0.289D+00
                        0.920D-01 -0.429D+00  0.166D-01 -0.960D-02  0.435D-01  0.228D-01  0.416D-01  0.918D-02  0.523D-01
                        0.656D-02 -0.301D-01  0.110D-02 -0.145D-02  0.392D-02  0.148D-02  0.283D-02  0.464D-03  0.342D-02

           * cosinc2    0.379D-01 -0.285D+00  0.511D-02 -0.569D-02  0.113D-02  0.110D-01  0.204D-01 -0.316D-01  0.572D-01
                        0.116D-01 -0.437D-01  0.937D-03 -0.250D-02  0.244D-02  0.312D-02  0.327D-02 -0.350D-03  0.116D-01
                        0.248D-02 -0.576D-02  0.131D-03 -0.578D-03  0.358D-03  0.535D-03  0.245D-03 -0.136D-04  0.719D-03

             sexo       0.180D-02 -0.267D-01 -0.223D-01 -0.835D-02  0.168D-01  0.158D-01 -0.149D-01  0.886D-02 -0.316D-02
                        0.118D-02 -0.385D-02 -0.397D-02 -0.495D-02  0.509D-02  0.478D-02 -0.186D-02  0.211D-02 -0.481D-03
                        0.243D-02 -0.112D-01 -0.860D-02 -0.722D-02  0.107D-01  0.650D-02 -0.307D-02  0.352D-02 -0.652D-03

           **dumtcam2   0.772D+00 -0.578D+01  0.467D+00 -0.113D+00  0.521D+00  0.243D+00  0.457D+00 -0.235D+00  0.979D+00
                        0.211D+00 -0.122D+01  0.589D-01 -0.483D-01  0.209D+00  0.697D-01  0.122D+00  0.255D-01  0.176D+00
                        0.239D+00 -0.110D+01  0.400D-01 -0.530D-01  0.143D+00  0.538D-01  0.103D+00  0.169D-01  0.125D+00

           **dumcos2   -0.118D+00  0.754D+00 -0.247D-01  0.366D-01 -0.235D-01 -0.297D-01 -0.286D-01  0.770D-01 -0.111D+00
                       -0.371D-01  0.119D+00 -0.340D-02  0.180D-01 -0.108D-01 -0.849D-02 -0.468D-02  0.344D-03 -0.182D-01
                       -0.293D-01  0.134D+00 -0.489D-02  0.649D-02 -0.175D-01 -0.658D-02 -0.126D-01 -0.207D-02 -0.153D-01

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

 taxi        constant   0.127D+01  0.277D+01 -0.187D+01 -0.417D+00  0.106D+01 -0.140D+01 -0.518D+00 -0.957D+00 -0.794D+00
                        0.547D+00  0.651D+00 -0.266D+00 -0.299D+00  0.266D+00 -0.396D+00 -0.130D+00 -0.134D+00 -0.127D+00
                        0.547D+00  0.651D+00 -0.266D+00 -0.299D+00  0.266D+00 -0.396D+00 -0.130D+00 -0.134D+00 -0.127D+00

             ites3m     0.144D-02  0.336D-02  0.183D-01  0.326D-02 -0.677D-02 -0.383D-02 -0.330D-02 -0.101D-02 -0.403D-02
                        0.292D-03 -0.663D-05  0.347D-02  0.209D-02 -0.202D-02 -0.103D-02 -0.261D-03 -0.499D-03 -0.818D-03
                        0.254D-03 -0.157D-05  0.313D-02  0.182D-02 -0.178D-02 -0.894D-03 -0.224D-03 -0.450D-03 -0.707D-03

             itcam3    -0.347D-01 -0.869D-01 -0.623D+00 -0.119D+00  0.218D+00  0.123D+00  0.112D+00  0.311D-01  0.140D+00
                       -0.679D-02  0.879D-02 -0.121D+00 -0.780D-01  0.639D-01  0.336D-01  0.907D-02  0.142D-01  0.290D-01
                       -0.187D-02  0.116D-04 -0.230D-01 -0.134D-01  0.131D-01  0.659D-02  0.165D-02  0.331D-02  0.521D-02

             tdv3m     -0.147D+00 -0.295D+00 -0.161D+01 -0.174D+00  0.480D+00  0.331D+00  0.288D+00  0.129D+00  0.368D+00
                       -0.284D-01  0.196D-02 -0.327D+00 -0.114D+00  0.136D+00  0.929D-01  0.239D-01  0.519D-01  0.764D-01
                       -0.171D-02  0.106D-04 -0.211D-01 -0.123D-01  0.120D-01  0.602D-02  0.151D-02  0.303D-02  0.476D-02

           * cosinc3   -0.399D-01 -0.904D-01 -0.517D+00 -0.911D-01  0.223D+00  0.938D-01  0.970D-01  0.174D-01  0.129D+00
                       -0.800D-02  0.240D-02 -0.969D-01 -0.563D-01  0.765D-01  0.250D-01  0.850D-02  0.152D-01  0.291D-01
                       -0.638D-03  0.592D-05 -0.793D-02 -0.463D-02  0.452D-02  0.224D-02  0.563D-03  0.114D-02  0.178D-02

             sexo       0.180D-02 -0.267D-01 -0.223D-01 -0.835D-02  0.168D-01  0.158D-01 -0.149D-01  0.886D-02 -0.316D-02
                        0.118D-02 -0.385D-02 -0.397D-02 -0.495D-02  0.509D-02  0.478D-02 -0.186D-02  0.211D-02 -0.481D-03
                        0.243D-02 -0.112D-01 -0.860D-02 -0.722D-02  0.107D-01  0.650D-02 -0.307D-02  0.352D-02 -0.652D-03

           **dumcos3    0.406D-01  0.948D-01  0.481D+00  0.931D-01 -0.197D+00 -0.115D+00 -0.967D-01 -0.312D-01 -0.117D+00
                        0.851D-02 -0.778D-04  0.940D-01  0.599D-01 -0.594D-01 -0.308D-01 -0.767D-02 -0.149D-01 -0.235D-01
                        0.764D-02 -0.473D-04  0.939D-01  0.547D-01 -0.535D-01 -0.269D-01 -0.672D-02 -0.135D-01 -0.212D-01

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

 met         constant   0.127D+01  0.277D+01 -0.187D+01 -0.417D+00  0.106D+01 -0.140D+01 -0.518D+00 -0.957D+00 -0.794D+00
                        0.547D+00  0.651D+00 -0.266D+00 -0.299D+00  0.266D+00 -0.396D+00 -0.130D+00 -0.134D+00 -0.127D+00
                        0.547D+00  0.651D+00 -0.266D+00 -0.299D+00  0.266D+00 -0.396D+00 -0.130D+00 -0.134D+00 -0.127D+00

             ites4m    -0.102D-02 -0.473D-03 -0.891D-03  0.457D-02 -0.320D-02 -0.903D-04 -0.455D-04 -0.106D-03 -0.364D-04
                       -0.284D-03 -0.300D-04 -0.117D-04  0.320D-02 -0.539D-03 -0.125D-04 -0.595D-06 -0.762D-05 -0.145D-05
                       -0.189D-03 -0.200D-04 -0.782D-05  0.214D-02 -0.360D-03 -0.832D-05 -0.397D-06 -0.508D-05 -0.969D-06

             itcam4     0.542D-01  0.279D-01  0.417D-01 -0.234D+00  0.159D+00  0.611D-02  0.276D-02  0.990D-02  0.282D-02
                        0.152D-01  0.177D-02  0.650D-03 -0.158D+00  0.293D-01  0.856D-03  0.408D-04  0.738D-03  0.109D-03
                        0.140D-02  0.147D-03  0.576D-04 -0.157D-01  0.265D-02  0.613D-04  0.292D-05  0.375D-04  0.714D-05

             tdv4m      0.339D-01  0.111D-01  0.255D-01 -0.124D+00  0.792D-01  0.339D-02  0.134D-02  0.201D-02  0.105D-02
                        0.931D-02  0.731D-03  0.327D-03 -0.873D-01  0.122D-01  0.487D-03  0.205D-04  0.133D-03  0.449D-04
                        0.128D-02  0.135D-03  0.527D-04 -0.144D-01  0.242D-02  0.561D-04  0.267D-05  0.342D-04  0.652D-05

             cosinc4    0.492D-02  0.472D-02  0.543D-02 -0.307D-01  0.237D-01  0.380D-03  0.349D-03  0.514D-03  0.252D-03
                        0.123D-02  0.274D-03  0.727D-04 -0.217D-01  0.433D-02  0.495D-04  0.412D-05  0.350D-04  0.107D-04
                        0.481D-03  0.507D-04  0.199D-04 -0.543D-02  0.914D-03  0.211D-04  0.101D-05  0.129D-04  0.246D-05

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

 bus         constant   0.127D+01  0.277D+01 -0.187D+01 -0.417D+00  0.106D+01 -0.140D+01 -0.518D+00 -0.957D+00 -0.794D+00
                        0.547D+00  0.651D+00 -0.266D+00 -0.299D+00  0.266D+00 -0.396D+00 -0.130D+00 -0.134D+00 -0.127D+00
                        0.547D+00  0.651D+00 -0.266D+00 -0.299D+00  0.266D+00 -0.396D+00 -0.130D+00 -0.134D+00 -0.127D+00

             ites5m    -0.171D-02 -0.153D-02 -0.138D-01 -0.633D-02  0.419D-01 -0.612D-02 -0.166D-01 -0.206D-01 -0.143D-01
                       -0.800D-03 -0.173D-02 -0.383D-02 -0.413D-02  0.130D-01 -0.181D-02 -0.191D-02 -0.322D-02 -0.318D-02
                       -0.422D-03 -0.890D-03 -0.136D-02 -0.321D-02  0.633D-02 -0.609D-03 -0.748D-03 -0.961D-03 -0.126D-02

             itcam5     0.367D-01  0.704D-01  0.214D+00  0.202D+00 -0.798D+00  0.882D-01  0.288D+00  0.254D+00  0.239D+00
                        0.176D-01  0.486D-01  0.508D-01  0.136D+00 -0.243D+00  0.244D-01  0.292D-01  0.294D-01  0.530D-01
                        0.311D-02  0.656D-02  0.100D-01  0.237D-01 -0.467D-01  0.449D-02  0.551D-02  0.708D-02  0.930D-02

             tdv5m      0.108D+00  0.150D+00  0.906D+00  0.470D+00 -0.272D+01  0.343D+00  0.109D+01  0.118D+01  0.920D+00
                        0.514D-01  0.132D+00  0.235D+00  0.312D+00 -0.855D+00  0.968D-01  0.126D+00  0.169D+00  0.203D+00
                        0.284D-02  0.600D-02  0.914D-02  0.216D-01 -0.427D-01  0.410D-02  0.504D-02  0.647D-02  0.850D-02

             cosinc5    0.623D-02  0.300D-01  0.878D-01  0.751D-01 -0.349D+00  0.335D-01  0.143D+00  0.142D+00  0.135D+00
                        0.352D-02  0.198D-01  0.187D-01  0.487D-01 -0.128D+00  0.866D-02  0.139D-01  0.178D-01  0.283D-01
                        0.107D-02  0.226D-02  0.345D-02  0.816D-02 -0.161D-01  0.155D-02  0.190D-02  0.244D-02  0.321D-02

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

 autcmet     constant   0.127D+01  0.277D+01 -0.187D+01 -0.417D+00  0.106D+01 -0.140D+01 -0.518D+00 -0.957D+00 -0.794D+00
                        0.547D+00  0.651D+00 -0.266D+00 -0.299D+00  0.266D+00 -0.396D+00 -0.130D+00 -0.134D+00 -0.127D+00
                        0.547D+00  0.651D+00 -0.266D+00 -0.299D+00  0.266D+00 -0.396D+00 -0.130D+00 -0.134D+00 -0.127D+00

             autlic2    0.614D+00 -0.334D+00  0.520D-01 -0.148D+00 -0.304D+00  0.269D+00 -0.187D+00 -0.540D+00 -0.312D+00
                        0.202D+00 -0.497D-01  0.331D-02 -0.988D-01 -0.676D-01  0.829D-01 -0.172D-01 -0.247D-01 -0.439D-01
                        0.262D+00 -0.919D-01  0.317D-02 -0.130D+00 -0.786D-01  0.919D-01 -0.249D-01 -0.351D-01 -0.565D-01

             ites6m    -0.274D-02  0.402D-03  0.636D-02 -0.530D-03 -0.364D-02  0.998D-02 -0.422D-02 -0.603D-02 -0.337D-02
                       -0.163D-02 -0.178D-03  0.488D-03 -0.270D-03 -0.638D-03  0.284D-02 -0.361D-03 -0.359D-03 -0.576D-03
                       -0.109D-02 -0.118D-03  0.325D-03 -0.180D-03 -0.425D-03  0.189D-02 -0.241D-03 -0.239D-03 -0.384D-03

             itcam6     0.721D-01 -0.116D-01 -0.158D+00  0.155D-01  0.921D-01 -0.254D+00  0.102D+00  0.150D+00  0.808D-01
                        0.426D-01  0.493D-02 -0.117D-01  0.756D-02  0.163D-01 -0.709D-01  0.860D-02  0.922D-02  0.136D-01
                        0.801D-02  0.873D-03 -0.240D-02  0.133D-02  0.313D-02 -0.139D-01  0.177D-02  0.176D-02  0.283D-02

             tv6        0.183D+00 -0.230D-01 -0.421D+00  0.252D-01  0.228D+00 -0.652D+00  0.288D+00  0.418D+00  0.230D+00
                        0.109D+00  0.123D-01 -0.328D-01  0.133D-01  0.381D-01 -0.189D+00  0.247D-01  0.250D-01  0.390D-01
                        0.732D-02  0.798D-03 -0.219D-02  0.121D-02  0.286D-02 -0.127D-01  0.162D-02  0.161D-02  0.259D-02

             cosinc6    0.273D-01  0.724D-04 -0.103D+00  0.621D-02  0.688D-01 -0.156D+00  0.719D-01  0.892D-01  0.629D-01
                        0.186D-01  0.353D-02 -0.811D-02  0.344D-02  0.154D-01 -0.448D-01  0.620D-02  0.472D-02  0.109D-01
                        0.276D-02  0.301D-03 -0.826D-03  0.458D-03  0.108D-02 -0.480D-02  0.612D-03  0.608D-03  0.977D-03

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

 autamet     constant   0.127D+01  0.277D+01 -0.187D+01 -0.417D+00  0.106D+01 -0.140D+01 -0.518D+00 -0.957D+00 -0.794D+00
                        0.547D+00  0.651D+00 -0.266D+00 -0.299D+00  0.266D+00 -0.396D+00 -0.130D+00 -0.134D+00 -0.127D+00
                        0.547D+00  0.651D+00 -0.266D+00 -0.299D+00  0.266D+00 -0.396D+00 -0.130D+00 -0.134D+00 -0.127D+00

             ites7m     0.664D-03 -0.901D-02 -0.526D-02  0.336D-03 -0.417D-02 -0.377D-02  0.182D-01 -0.603D-02  0.112D-01
                       -0.127D-04 -0.167D-02 -0.573D-03  0.194D-03 -0.129D-02 -0.126D-02  0.235D-02 -0.807D-03  0.212D-02
                       -0.847D-05 -0.112D-02 -0.382D-03  0.129D-03 -0.857D-03 -0.837D-03  0.157D-02 -0.538D-03  0.141D-02

             itcam7    -0.129D-01  0.215D+00  0.122D+00 -0.976D-02  0.962D-01  0.849D-01 -0.408D+00  0.127D+00 -0.261D+00
                        0.137D-02  0.450D-01  0.137D-01 -0.533D-02  0.295D-01  0.289D-01 -0.476D-01  0.149D-01 -0.466D-01
                        0.624D-04  0.823D-02  0.282D-02 -0.952D-03  0.632D-02  0.617D-02 -0.115D-01  0.396D-02 -0.104D-01

             tv7       -0.469D-01  0.631D+00  0.361D+00 -0.157D-01  0.264D+00  0.262D+00 -0.127D+01  0.444D+00 -0.756D+00
                        0.683D-03  0.123D+00  0.398D-01 -0.914D-02  0.805D-01  0.882D-01 -0.174D+00  0.611D-01 -0.145D+00
                        0.570D-04  0.752D-02  0.257D-02 -0.870D-03  0.577D-02  0.564D-02 -0.105D-01  0.362D-02 -0.950D-02

             cosinc7   -0.926D-02  0.106D+00  0.453D-01 -0.149D-02  0.471D-01  0.295D-01 -0.166D+00  0.483D-01 -0.114D+00
                       -0.567D-03  0.191D-01  0.417D-02 -0.912D-03  0.154D-01  0.956D-02 -0.210D-01  0.563D-02 -0.228D-01
                        0.215D-04  0.284D-02  0.971D-03 -0.328D-03  0.218D-02  0.213D-02 -0.398D-02  0.137D-02 -0.358D-02

             sexo       0.180D-02 -0.267D-01 -0.223D-01 -0.835D-02  0.168D-01  0.158D-01 -0.149D-01  0.886D-02 -0.316D-02
                        0.118D-02 -0.385D-02 -0.397D-02 -0.495D-02  0.509D-02  0.478D-02 -0.186D-02  0.211D-02 -0.481D-03
                        0.243D-02 -0.112D-01 -0.860D-02 -0.722D-02  0.107D-01  0.650D-02 -0.307D-02  0.352D-02 -0.652D-03

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

 taximet     constant   0.127D+01  0.277D+01 -0.187D+01 -0.417D+00  0.106D+01 -0.140D+01 -0.518D+00 -0.957D+00 -0.794D+00
                        0.547D+00  0.651D+00 -0.266D+00 -0.299D+00  0.266D+00 -0.396D+00 -0.130D+00 -0.134D+00 -0.127D+00
                        0.547D+00  0.651D+00 -0.266D+00 -0.299D+00  0.266D+00 -0.396D+00 -0.130D+00 -0.134D+00 -0.127D+00

             ites8m    -0.102D-01 -0.871D-02 -0.204D-01 -0.281D-03 -0.140D-01  0.273D-01 -0.212D-01  0.141D+00 -0.198D-01
                       -0.201D-02 -0.112D-02 -0.243D-02 -0.235D-03 -0.297D-02  0.894D-02 -0.196D-02  0.186D-01 -0.470D-02
                       -0.637D-03 -0.350D-03 -0.778D-03 -0.786D-04 -0.902D-03  0.284D-02 -0.604D-03  0.583D-02 -0.144D-02

             itcam8     0.154D+00  0.146D+00  0.289D+00  0.506D-02  0.193D+00 -0.413D+00  0.303D+00 -0.193D+01  0.275D+00
                        0.302D-01  0.223D-01  0.355D-01  0.417D-02  0.399D-01 -0.135D+00  0.269D-01 -0.224D+00  0.631D-01
                        0.469D-02  0.258D-02  0.573D-02  0.579D-03  0.665D-02 -0.209D-01  0.445D-02 -0.430D-01  0.106D-01

             tv8        0.307D+00  0.279D+00  0.631D+00  0.808D-02  0.398D+00 -0.801D+00  0.632D+00 -0.424D+01  0.590D+00
                        0.613D-01  0.385D-01  0.776D-01  0.678D-02  0.811D-01 -0.262D+00  0.584D-01 -0.590D+00  0.141D+00
                        0.429D-02  0.236D-02  0.524D-02  0.529D-03  0.607D-02 -0.191D-01  0.407D-02 -0.393D-01  0.971D-02

             cosinc8    0.680D-01  0.709D-01  0.161D+00  0.215D-02  0.131D+00 -0.189D+00  0.165D+00 -0.124D+01  0.157D+00
                        0.128D-01  0.103D-01  0.193D-01  0.181D-02  0.352D-01 -0.606D-01  0.167D-01 -0.167D+00  0.409D-01
                        0.162D-02  0.888D-03  0.198D-02  0.200D-03  0.229D-02 -0.721D-02  0.153D-02 -0.148D-01  0.366D-02

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

 busmet      constant   0.127D+01  0.277D+01 -0.187D+01 -0.417D+00  0.106D+01 -0.140D+01 -0.518D+00 -0.957D+00 -0.794D+00
                        0.547D+00  0.651D+00 -0.266D+00 -0.299D+00  0.266D+00 -0.396D+00 -0.130D+00 -0.134D+00 -0.127D+00
                        0.547D+00  0.651D+00 -0.266D+00 -0.299D+00  0.266D+00 -0.396D+00 -0.130D+00 -0.134D+00 -0.127D+00

             ites9m    -0.727D-02 -0.378D-01  0.316D-02  0.123D-02  0.323D-02 -0.121D-01  0.347D-01 -0.110D+00  0.612D-01
                       -0.254D-02 -0.541D-02 -0.227D-02  0.871D-03 -0.343D-02 -0.500D-02  0.282D-02 -0.149D-01  0.129D-01
                       -0.618D-03 -0.119D-02 -0.470D-03  0.274D-03 -0.108D-02 -0.118D-02  0.677D-03 -0.346D-02  0.307D-02

             itcam9     0.904D-01  0.494D+00 -0.161D-01 -0.181D-01  0.887D-02  0.125D+00 -0.416D+00  0.112D+01 -0.742D+00
                        0.315D-01  0.756D-01  0.295D-01 -0.126D-01  0.573D-01  0.554D-01 -0.316D-01  0.140D+00 -0.149D+00
                        0.455D-02  0.874D-02  0.347D-02 -0.202D-02  0.792D-02  0.869D-02 -0.499D-02  0.255D-01 -0.226D-01

             tv9        0.186D+00  0.950D+00 -0.427D-01 -0.236D-01 -0.156D+00  0.323D+00 -0.871D+00  0.305D+01 -0.159D+01
                        0.650D-01  0.137D+00  0.755D-01 -0.169D-01  0.703D-01  0.133D+00 -0.704D-01  0.443D+00 -0.337D+00
                        0.416D-02  0.799D-02  0.317D-02 -0.184D-02  0.724D-02  0.794D-02 -0.456D-02  0.233D-01 -0.207D-01

             cosinc9    0.317D-01  0.241D+00 -0.570D-01 -0.129D-01  0.657D-01  0.392D-01 -0.194D+00  0.544D+00 -0.364D+00
                        0.106D-01  0.365D-01  0.364D-02 -0.938D-02  0.532D-01  0.178D-01 -0.156D-01  0.726D-01 -0.803D-01
                        0.157D-02  0.301D-02  0.120D-02 -0.695D-03  0.273D-02  0.299D-02 -0.172D-02  0.880D-02 -0.780D-02

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





 prediction success table

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

 alternative   autc      auta      taxi      met       bus       autcmet   autamet   taximet   busmet    obs.count obs.share 

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

 autc           46.63      5.03      6.14      8.06     11.86     21.70      5.78      1.78      8.00    115.00      0.18

 auta            4.36      9.85      3.30      2.10      7.27      4.48      2.24      1.12      2.28     37.00      0.06

 taxi            6.09      2.97      7.02      0.59      8.84      5.77      2.36      2.40      6.96     43.00      0.07

 met             7.87      1.89      0.86     92.08      5.65      0.69      0.22      0.19      0.54    110.00      0.18

 bus            11.48      6.16      8.39      6.13     34.14      8.49      4.70      4.26     14.24     98.00      0.16

 autcmet        22.72      4.04      7.25      0.22      9.41     29.40      5.69      4.47     11.79     95.00      0.15

 autamet         6.06      2.52      1.75      0.00      5.08      5.93      3.52      1.29      5.84     32.00      0.05

 taximet         2.08      1.59      1.69      0.00      3.18      6.46      1.46      2.97      3.58     23.00      0.04

 busmet          7.70      2.94      6.59      0.82     12.56     12.08      6.03      4.50     15.77     69.00      0.11

 pred.count    115.00     37.00     43.00    110.00     98.00     95.00     32.00     23.00     69.00    622.00      1.00

 pred.share      0.18      0.06      0.07      0.18      0.16      0.15      0.05      0.04      0.11      1.00

 p.s.p.          0.41      0.27      0.16      0.84      0.35      0.31      0.11      0.13      0.23      0.39

 p.s.i.          0.22      0.21      0.09      0.66      0.19      0.16      0.06      0.09      0.12      0.25

 p.e.p.s.        0.00      0.00      0.00      0.00      0.00      0.00      0.00      0.00      0.00

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


 notes :

 obs.    : observed

 pred.   : predicted

 p.s.p.  : proportion successfully predicted

 p.s.i.  : prediction success index

 p.e.p.s.: proportional error in predicted share


CPU TIME:     25.19 sec
