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st: nlogit / asclogit replicate choice-alternatives per case
From
Nils Wlömert <[email protected]>
To
[email protected]
Subject
st: nlogit / asclogit replicate choice-alternatives per case
Date
Thu, 2 Dec 2010 22:38:05 +0100
Dear listers,
my choice desingn includes multiple consecutive choice decisions per
respondent (8 choices á 4 alternatives) and in some cases an
alternative occurs twice per case (in different choice decisions).
This seems to cause problems estimating asclogit and nlogit and the
following error messages occur:
nlogit: "note: 2324 cases (74368 obs) dropped due to no positive
outcome or multiple positive outcomes per case"
asclogit: "variable alternative has replicate levels for one or more
cases; this is not allowed"
(How) Is it possible to estimate asclogit and nlogit with multiple
consecutive choices and replicate alternatives (in different choice
decisions) per case? I have tried estimating both models with only one
choice decision per case (4 alternatives each) which works fine.
Also, when estimating asclogit with effects-type coding the model does
not converge due to collinearity (3 out of 26 parameters are dropped).
asclogit: "note: model has collinear variables; convergence may not be
achieved"
What would be the best way to deal with collinarity in this case? The
model does not converge when the parameters are kept.
Many thanks!
Nils.
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