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st: Re: RE: Re: use mfx to compute marginal effects in tobit
Dear Maarten,
Many thanks for your kind suggestions and the problem is resovled now.
Zou Hong
----- Original Message -----
From: "Maarten Buis" <[email protected]>
To: <[email protected]>
Sent: Wednesday, August 08, 2007 6:08 PM
Subject: st: RE: Re: use mfx to compute marginal effects in tobit
--- Zou Hong wrote:
I estimate a tobit model and then use "mfx" to compute
marginal effects of variables. Strangely, the computed
marginal effects for all the variables are the same as
the estimated cofficient in the probit model. It
seems "mfx" does not function.
There are a variety of marginal effects possible and of
interest after -tobit-:
o the effect on the expected value of the latent variable
o the effect on the expected value of the dependent,
variable conditional on it being larger than the lower
bound, and
o the effect on the probability of being larger than the
lower bound.
For more on this see: (Breen 1996).
By default Stata chooses the effect on the latent variable,
which are exactly the same as the coefficients estimated by
-tobit-. You will have to specify the -predict()- option in
-mfx- to get the other marginal effects. See the example
below, and -help mfx- and -help tobit postestimation-
*--------- begin example ----------
sysuse auto, clear
tobit mpg pric wei, ll(15)
mfx
mfx, pred(e(15,.))
mfx, pred(pr(15,.))
*----------- end example ----------
(For more on how to use examples I sent to the Statalist, see
http://home.fsw.vu.nl/m.buis/stata/exampleFAQ.html )
Hope this helps,
Maarten
Richard Breen (1996) "Regression Models: Censored, Sample
Selected, or Truncated Data". Thousand Oaks: Sage.
-----------------------------------------
Maarten L. Buis
Department of Social Research Methodology
Vrije Universiteit Amsterdam
Boelelaan 1081
1081 HV Amsterdam
The Netherlands
visiting address:
Buitenveldertselaan 3 (Metropolitan), room Z434
+31 20 5986715
http://home.fsw.vu.nl/m.buis/
-----------------------------------------
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