Notice: On April 23, 2014, Statalist moved from an email list to a forum, based at statalist.org.
[Date Prev][Date Next][Thread Prev][Thread Next][Date Index][Thread Index]
st: discrete choice model with asclogit
From
"William Verheul" <[email protected]>
To
<[email protected]>
Subject
st: discrete choice model with asclogit
Date
Thu, 5 Aug 2010 15:23:14 +0200
Hello Stata listers,
I am trying to run a discrete choice model with both case-specific
variables and alternative specific variables. I am able to run it using
xtlogit in stata 11.1, but since I want to use also case specific
variables, it would be much easier using asclogit.
However, if I use asclogit the model does not converge, because of
collinearity. This happens also when I don't include case-specific
variables and it seems to me this should give the same results as
xtlogit(?). I would be very grateful if someone could tell me what I am
doing wrong.
The data is as follows: 200 subjects are presented with 8 choicesets
where they choose choice a or b. Each choice has 6 dichotomous
attributes. The alternatives is always the exact opposite (so if an
attribute is 1 for alternative a, it is 0 for alternative b. below a
sample of the data:
Id=subject
Alt=options presented
Sex=gender of subject
Cho=choice a or b
At are the attributes of choice option a
id alt sex cho at1 at2 at3 at4 at5
at6
1 1 m 1 1 0 0 0 0
1
1 2 m 0 1 1 0 0 1
0
1 3 m 1 0 0 0 1 0
0
1 4 m 1 0 1 0 1 1
1
1 5 m 0 1 0 1 1 1
0
1 6 m 0 1 1 1 1 0
1
1 7 m 1 0 0 1 0 1
1
1 8 m 0 0 1 1 0 0
0
2 1 f 1 1 0 0 0 0
1
2 2 f 1 1 1 0 0 1
0
2 3 f 1 0 0 0 1 0
0
2 4 f 0 0 1 0 1 1
1
2 5 f 1 1 0 1 1 1
0
2 6 f 1 1 1 1 1 0
1
2 7 f 0 0 0 1 0 1
1
2 8 f 0 0 1 1 0 0
0
This works:
xtlogit cho at1 at2 at3 at4 at5 at6, i(nr1) re or noskip
but this doesn't:
asclogit cho at1 at2 at3 at4 at5 at6, case(id) alternative(alt)
note: model has collinear variables; convergence may not be achieved
I would be very grateful if someone could point out what I am doing
wrong!
Kind regards,
William
This message contains information that may be privileged or
confidential and is the property of NIVEL. It is intended
exclusively for the person to whom it is addressed.
If you are not the intended recipient you are not authorized
to use this message or any part thereof.
If you receive this message in error please notify the sender
immediately and delete all copies of this message.
NIVEL rules out any and every liability resulting from any
electronic transmission.
No rights may be derived from the contents of this e-mail message.
*
* For searches and help try:
* http://www.stata.com/help.cgi?search
* http://www.stata.com/support/statalist/faq
* http://www.ats.ucla.edu/stat/stata/