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st: Hausman IIA test after asclogit in Stata11
From
Simon Falck <[email protected]>
To
"[email protected]" <[email protected]>
Subject
st: Hausman IIA test after asclogit in Stata11
Date
Thu, 21 Mar 2013 13:52:29 +0000
Hi Statalist,
I have a question that is not new to Statalist regarding the Hausman IIA test after obtaining results from an alternative specific choice model with 72 choices, implemented with -asclogit-.
The dependent variable take the value 1 when an alternative is chosen, otherwise 0. I have 10 independent variables. The asclogit model runs well and is specified as:
asclogit Y $xlist, case(id) casevars() alternatives(alt) basealternative() noconstant
est sto full
asclogit Y $xlist if alt!=72, case(id) casevars() alternatives(alt) basealternative() noconstant
est sto partial
Thus, the full model includes all 72 alternatives (full), and the reduced model (partial) excludes one of these alternatives. I get the following results from the hausman test regarding IIA test.
hausman partial full
Test: Ho: difference in coefficients not systematic
chi2(13) = (b-B)'[(V_b-V_B)^(-1)](b-B)
= 1.59
Prob>chi2 = 0.9999
(V_b-V_B is not positive definite)
It seems there is a problem as the test reports "V_b-V_B is not positive definite". I have looked through previous conversations regarding similar cases but could not find any satisfying answer.
Any suggestions what may be wrong in my specific case?
Thanks in advance
Simon
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