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st: GLLAMM tobit
From
"Bontempo, Daniel E" <[email protected]>
To
"'[email protected]'" <[email protected]>
Subject
st: GLLAMM tobit
Date
Fri, 16 Dec 2011 17:22:26 +0000
I am studying some code suggestions placed on StataList about tobit regression in GLLAMM.
(http://www.stata.com/statalist/archive/2004-02/msg00789.html)
If I could please ask a few questions about the offset.
> * create a new dependent variable equal to 1 if right-censored
> * and 0 if left-censored
> gen y=cond(zteq>=100,1,cond(zteq<=0,0,zteq)) if zteq<.
> * create offset variable equal to -100 if right-censored at
> * 100, 0 otherwise
> gen off = cond(zteq>=100,-100,0)
1) I understood offset values had to be in the units of the linear predictor. This offset of -100 seems to be in raw data units.
2) Also, I am not clear why it is negative 100, intuitively is seems like it should be +99.
3) Could this approach accommodate a non-zero floor?
4) Is this approach valid if the data are only left-censored (i.e., a floor effect)? There would be no instances of the new DV equal 1. (my data has a strong floor, but a good tail on the right.)
5) I have seen several references in GLLAMM manual, or publications, that state sprobit link is useful for floor/ceiling effects. But where can I read more about sprobit vs probit, and how it is used to address floor effects? Is there a key paper or text?
Thanks
-Daniel Bontempo
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