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A Stata routine for estimating the blocking with regression adjustment

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  • Martina Bazzoli

    (FBK-IRVAPP)

Abstract

The psreg command implements the blocking with regression adjustment estimator, proposed by Imbens (Journal of 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.

Suggested Citation

  • Martina Bazzoli, 2022. "A Stata routine for estimating the blocking with regression adjustment," Italian Stata Users' Group Meetings 2022 03, Stata Users Group.
    • Handle: RePEc:boc:isug22:03
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    File URL: http://repec.org/isug2022/Italy22_Bazzoli.pdf
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