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Re: st: Propensity Score Matching
From
Marco Ventura <[email protected]>
To
[email protected]
Subject
Re: st: Propensity Score Matching
Date
Wed, 29 Feb 2012 08:38:26 +0100
Misspecification problems have nothing to do with bootstraping.
Bootstraping is required when the sample is too small and you do not
rely on the closed form for computing the SE of the ATT.
Moreover, as far as I can see from your output the ATT is not
significant and it will not become significant by simply bootstraping.
Finally, beware when using psmatch2 because it does not check for the
balancing to hold, that means that the balancing must be checked by the
Ichino and friend's routine, pscore.
Regards, Marco
Il 27/02/2012 14:51, [email protected] ha scritto:
I am new to Stata and propensity score matching. I have 143, 110 control and
5,862 treated in my matched samples. I ran pscore2 to get this.
Once I ran pscore I ran a radius matching method with the following command:
. attr englleve sch_grp sex_1 rd07leve, comsup boot reps(100) dots logit
radius(0.0001)
The process has given me:
ATT estimation with the Radius Matching method
Analytical standard errors
---------------------------------------------------------
n. treat. n. contr. ATT Std. Err. t
---------------------------------------------------------
5862 143110 -0.073 0.008 -8.673
---------------------------------------------------------
Note: the numbers of treated and controls refer to actual
matches within radius
The process has now run for 36 hours (MP2 version of Stata 12.1 AMD 2 core,
WinXP pro 32byte). Should I let it run longer or am I hopelessly lost in
some computational problem? Or did I miss specify the model?
Thanks for your help and advice
Ted
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