# st: clogit interpretation

 From Julia Gamas To statalist@hsphsun2.harvard.edu Subject st: clogit interpretation Date Fri, 5 May 2006 08:39:44 -0700 (PDT)

```Hi all,
I'm trying to make sure that my interpretation of my
clogit coefficient results is correct.  My basic
question is: do the signs reported in the clogit refer
to the impact that a given variable has on overal
utility OR on the utility of one choice as compared to
the other?
I have two choices: "used private transportation" or
"used public transit".  The individual specific
variables have been "dummied" such as:
genderprivate,ageprivate incomeprivate.
I also have a choice specific variable: "trip
duration".
1.  My first question is if I get a positive
coefficient on my choice dependent variable (trip
time), does this mean that the longer the trip, the
more likely I am to choose private transportation?
But in essence, shouldn't this coefficient be negative
(as trip time takes away from utility in general)?
2.  Furthermore, if (following Ben-Akiva 1996) I
assume that trip times have a different quality for
public than for private transit, then should the
coefficient for publictime be positive (the more trip
time on public transit, the more likely I am to
drive)?  And should the coefficient on private trip
time be negative?  Or should both be negative?
Examples of 1 follows:

1.  Variable "duracion" is the trip duration.
. clogit choice private incpppriv pphhpriv headpriv
publiccost privatecost duracion, group (numob)
note: 393 groups (393 obs) dropped due to all positive
or
all negative outcomes.

Iteration 0:   log likelihood = -3513.9953
Iteration 1:   log likelihood = -26.537414
Iteration 2:   log likelihood =          0
Iteration 3:   log likelihood =          0

Conditional (fixed-effects) logistic regression
Number of obs   =      83102
LR
chi2(7)      =   57601.92
Prob
> chi2     =     0.0000
Log likelihood =          0
Pseudo R2       =     1.0000

------------------------------------------------------------------------------
choice |      Coef.   Std. Err.      z    P>|z|
[95% Conf. Interval]
-------------+----------------------------------------------------------------
private |  -41.57196   1.80e+07    -0.00   1.000
-3.53e+07    3.53e+07
incpppriv |  -.0033245   68243.68    -0.00   1.000
-133755.2    133755.2
pphhpriv |   .0100637    2625669     0.00   1.000
-5146218     5146218
headpriv |  -.3225972   1.02e+07    -0.00   1.000
-2.00e+07    2.00e+07
publiccost |  -82.60774   1.31e+07    -0.00   1.000
-2.57e+07    2.57e+07
privatecost |  -.0002418   270797.4    -0.00   1.000
-530753.1    530753.1
duracion |  -.0072196   192486.6    -0.00   1.000
-377266.9    377266.9
------------------------------------------------------------------------------

Any help will be appreciated.

Sincerely,

Julia A. Gamas, Ph.D.
Mario Molina Center for Energy and Strategic Studies

END OF CLOGIT INTERPRETATION QUESTION **************

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