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From | Stas Kolenikov <skolenik@gmail.com> |
To | statalist@hsphsun2.harvard.edu |
Subject | Re: st: Random thresholds in ordered logit/probit in -gllamm- |
Date | Sat, 27 Nov 2010 16:57:05 -0600 |
I guess you would do that with -thresh()- or -ethresh()- option, but -gllamm- only allows to use observed variables rather than random effects. There are good reasons for that: the thresholds are collinear with the constant (and when you estimate a model with the thresholds, you cannot estimate the constant term; so if you try to get random thresholds, you'd have to forego the random intercepts, as well). I would imagine that without additional strong identification conditions, the model would just fall apart if you had random thresholds in the model. I think the paper you mentioned describes essentially a -gllamm, thresh()- model with a single random effect which essentially shifts all thresholds together for a given individual (although you would need to have repeated measurements for an individual to identify it). The author may have re-written it in Mata to speed it up, but I don't see anything in the abstract that goes beyond -gllamm-, frankly. On Sat, Nov 27, 2010 at 3:17 AM, Kristian Karlson <kristian.karlson@gmail.com> wrote: > Hi, > > I want to estimate an ordered probit/logit model with random thresholds. > That is, the thresholds should vary across individuals. I have tried using > -gllamm-, but I fail to see how I must specify -gllamm- in order for the > thresholds to be random. I am specifically interested in this heterogeneity. > Can anyone help me on that? > > In passing, I note that I came across a paper dealing with these issues, > http://econpapers.repec.org/paper/bocisug08/02.htm, but I can't identify > which command the paper refers to. > > Best wishes, > Kristian > * > * 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/ > -- Stas Kolenikov, also found at http://stas.kolenikov.name Small print: I use this email account for mailing lists only. * * 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/