PSREG: Stata module for blocking with regression adjustments

Martina Bazzoli (), Silvia De Poli and Daniela Piazzalunga
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Martina Bazzoli: FBK-IRVAPP

Statistical Software Components from Boston College Department of Economics

Abstract: This command implements blocking with regression adjustments, proposed by Imbens (J. Human Resources, 2015). It relies on the estimate of the propensity score and uses regressions in subclasses (blocks) of the propensity score. The ATT is given by estimates within-block averaged for the number of treated units in each block. In the case of ATE the estimates are averaged for the number of units (treated and untreated) in each block.

Language: Stata
Requires: Stata version 15
Keywords: blocking; regression; Imbens (search for similar items in EconPapers)
Date: 2020-10-23
Note: This module should be installed from within Stata by typing "ssc install psreg". The module is made available under terms of the GPL v3 (https://www.gnu.org/licenses/gpl-3.0.txt). Windows users should not attempt to download these files with a web browser.
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Downloads: (external link)
http://fmwww.bc.edu/repec/bocode/p/psreg.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/p/psreg.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/p/psreg_example.do program code (text/plain)
http://fmwww.bc.edu/repec/bocode/p/psreg_example_data.dta sample data file (application/x-stata)

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