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st: clogit: interacting chooser characteristics with choice characteristics
From |
John Fulton <[email protected]> |
To |
statalist <[email protected]> |
Subject |
st: clogit: interacting chooser characteristics with choice characteristics |
Date |
Fri, 22 Dec 2006 16:42:50 -0500 |
Hi. Thanks for the great feedback on my previous question.
I'm using clogit as McFadden's choice model, and
I want to identify the effects of a common feature of a subset of my
alternatives.
Then I want to interact this with individual characteristics to see if
different choosers
pick different broad classes of alternatives.
To start, I assume it is reasonable to enter common group features into
my data as a single dummy variable.
E.G:
alt: char:
1 0
2 1
3 0
4 1
alternatives 2 and 4 possess the attribute, while 1 and 3 do not.
Then, I interact the "char" variable with an indicator variable for the
chooser, e.g., race. This chooser-characteristic is constant within
"group", but because the indicator variable for the alternatives is not,
the coefficient doesn't drop out.
I am worried, because as I read the literature, I have not found anyone
employing this approach. Is this legitimate? Please help me find ways
to think about this.
Thanks,
John.
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