 &CARD1
 NOBS    =         120,
 NC      =           1,
 NF      =         120,
 NFP     =         120,
 NOBEL   =           1,
 NM      =           0,
 NSTEP   =         500,
 EPSI    =  1.000000000000000E-007,
 WGHT    =   1.00000000000000     
 /
 &CARD2
 NB      =           4,
 NRO     =           0,
 NSL     =           0,
 NGF     =           1,
 MAXF    =           4,
 NGV     =           0,
 MAXV    =           0,
 NLY     =           0,
 NDM     =          -1,
 NLE     =           0,
 ND      =           0
 /
 &CARD3
 NCOR    =           0,
 NRES    =           0,
 NPW     =           0,
 NGUVW   =           0,
 NPDQL   =           0,
 NCOV    =           0,
 NEY     =           0,
 VARNAME = LOG      ,
 NVARIANT        =           1
 /



Working space used :  2597 out of 500000


 group           1 (fixed lambda(x))
 fixed value:  0.000000000000000E+000
 variable no.
   1   2   3   4


 lambda(y) fixed value:  0.000000000000000E+000
 upper limit for y   0.000000000000000E+000



no.  variable       minimum        mean         maximum    null obs.

     TOTFLOW      0.25770D+04   0.14766D+06   0.27360D+07        0
  1  POP          0.85913D+05   0.52970D+06   0.28028D+07        0
  2  REVE         0.36983D+04   0.42588D+04   0.48082D+04        0
  3  LANGFR       0.56000D+01   0.73293D+02   0.99900D+02        0
  4  UTILITY      0.56556D-04   0.49159D-01   0.11728D+01        0
  5  constant     0.10000D+01   0.10000D+01   0.10000D+01        0


INITIAL ESTIMATES
                                                                                       E L A S T I C I T Y   E L A S T I C I T Y
    VARIABLE     LAMBDA(X)    COEFFICIENT      MEAN(X)       STD-ERROR    STUDENT-T    y(sample)  E(y)       y(sample)  E(y)
                                                                                                  SIGMA(y)              SIGMA(y)
                                                                                                  GAMMA(y)              GAMMA(y)
                type  group                                                            -first obs       1    -first obs     120
                                                                                       -last obs      120    -last obs      120
  1 POP          FL     1    0.1389205D+01  0.5297039D+06  0.5575154D-01    24.9178      1.3892     1.3892     1.3892     1.3892
                                                                                                    1.3892                1.3892
                                                                                                    0.0000                0.0000
  2 REVE         FL     1    0.8322593D+00  0.4258776D+04  0.7081793D+00     1.1752      0.8323     0.8323     0.8323     0.8323
                                                                                                    0.8323                0.8323
                                                                                                    0.0000                0.0000
  3 LANGFR       FL     1    0.6643968D-01  0.7329333D+02  0.5669881D-01     1.1718      0.0664     0.0664     0.0664     0.0664
                                                                                                    0.0664                0.0664
                                                                                                    0.0000                0.0000
  4 UTILITY      FL     1    0.6335200D+00  0.4915871D-01  0.1528899D-01    41.4363      0.6335     0.6335     0.6335     0.6335
                                                                                                    0.6335                0.6335
                                                                                                    0.0000                0.0000
  5 constant     NL     0   -0.1078358D+02  0.1000000D+01  0.5634046D+01    -1.9140    -10.7836   -10.7836   -10.7836   -10.7836
                                                                                                  -10.7836              -10.7836
                                                                                                    0.0000                0.0000

LAMBDA TYPE SYMBOL:
 NL = NO LAMBDA
 FL = FIXED LAMBDA
 EL = ESTIMATED LAMBDA



Derivatives of y(sample), E(y), SIGMA(y) and GAMMA(y)
with respect to the Independent Variables at the sample means

    Variable    Der.y(sample)  Der.E(y)       Der.SIGMA(y)   Der.GAMMA(y)

  1 POP         0.3872510D+00  0.1074871D+01  0.4025042D+00  0.1160756D-19

  2 REVE        0.2885581D+02  0.8009345D+02  0.2999239D+02  0.2701396D-17

  3 LANGFR      0.1338513D+03  0.3715234D+03  0.1391234D+03  0.4322234D-17

  4 UTILITY     0.1902915D+07  0.5281813D+07  0.1977867D+07  0.8851935D-13

  5 constant   -0.1592291D+07 -0.4419633D+07 -0.1655009D+07 -0.5753758D-13

MRS between two moments (E(y), SIGMA(y), GAMMA(y))
at the sample means
===============================================

row / col    E(y)        SIGMA(y)    GAMMA(y)  
===============================================

E(y)         0.1000D+01  0.2670D+01  0.7681D+20

SIGMA(y)     0.3745D+00  0.1000D+01  0.2876D+20

GAMMA(y)     0.1302D-19  0.3477D-19  0.1000D+01


Elasticity of substitution between two moments
(E(y), SIGMA(y), GAMMA(y)) at the sample means
===============================================

row / col    E(y)        SIGMA(y)    GAMMA(y)  
===============================================

E(y)         0.1000D+01  0.1000D+01  0.2203D+15

SIGMA(y)     0.1000D+01  0.1000D+01  0.2203D+15

GAMMA(y)     0.4540D-14  0.4540D-14  0.1000D+01


MRS of X(l) with respect to X(k) at the sample means
===================================================================================================================================
        X(k) POP         REVE        LANGFR      UTILITY     constant  
X(l)
===================================================================================================================================

POP          0.1000D+01  0.7451D+02  0.3456D+03  0.4914D+07 -0.4112D+07

REVE         0.1342D-01  0.1000D+01  0.4639D+01  0.6595D+05 -0.5518D+05

LANGFR       0.2893D-02  0.2156D+00  0.1000D+01  0.1422D+05 -0.1190D+05

UTILITY      0.2035D-06  0.1516D-04  0.7034D-04  0.1000D+01 -0.8368D+00

constant    -0.2432D-06 -0.1812D-04 -0.8406D-04 -0.1195D+01  0.1000D+01


Mean probability of y to be at the lower (upper) limit
if lambda(y) is positive (negative) = 0.0000

Estimation Sample   :       1     120

             OBSERVED Y     FITTED E(Y)
MEAN         0.1476588D+06  0.1860993D+06
STD.ERROR    0.3727905D+06  0.6093355D+06
SKEWNESS         4.8339078      6.8423894

E(y) at the means   :  0.4098483D+06

Sig(y) at the means :  0.1534749D+06

C.o.V. at the means :      0.3744675

Gam(y) at the means :      1.1752824

Pearson-R2          :      0.8849825

Pearson-R2 bar      :      0.8809819

Pseudo-(l)-R2       :      0.9441027

Pseudo-(l)-R2 bar   :      0.9421585

Error Variance      :  0.1312324D+00

Log-likelihood      : -0.1318235D+04
