POPARMS: Stata module for potential outcome parameter estimation
The poparms command that implements two semiparametric estimators for multivalued treatment effects discussed in Cattaneo (J. Econometrics, 2010). The first is a properly reweighted inverse-probability weighted estimator and the second is an efficient-influence-function estimator which can be interpreted as having the double-robust property. Our implementation jointly estimates means and quantiles of the potential-outcome distributions allowing for multiple, discrete treatment levels. These estimators are then used to estimate a variety of multivalued treatment effects.
|Requires:||Stata version 12.1|
|Date of creation:||24 Aug 2012|
|Date of revision:||27 Nov 2012|
|Note:||This module should be installed from within Stata by typing "ssc install poparms". Windows users should not attempt to download these files with a web browser.|
|Contact details of provider:|| Postal: |
Web page: http://fmwww.bc.edu/EC/
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|Order Information:||Web: http://repec.org/docs/ssc.php|
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