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st: Outcome effect calculation with Propensity Score matching
From
Bruce Newbold <[email protected]>
To
[email protected]
Subject
st: Outcome effect calculation with Propensity Score matching
Date
Tue, 25 May 2010 07:38:20 -0400
I am using the psmatch2 command to evaluate the income effects of migration
between regions, as in the following command:
. psmatch2 mig_into_to male married a2024 hs2 degree2 ch_deg kworker2
newkwork latinc42_2 panel2 panel3 atl que pra bc, out(atincdiff) logit com
where mig_into_to is the dependent variable (1/0) that represents
migrants/stayers in this case. The balance of variables are hypothesized to
related to the migration decision, such as educational degree, marital
status, origin region, and so on. The out(atincdiff) variable represents
the income effect (difference in after tax income between start and end
period of the data). I have also used the pstest command to look at the
pairing effects.
I would like to have STATA calculate the average effect for migrants and
stayers based on the psmatch2 results (or I guess its mean wage of matched
treated / matched controls), but am unsure how to do this.
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