DRLATE: Stata module to perform Doubly robust estimation of the local average treatment effect (LATE) and the local average treatment effect on the treated (LATT)

Derya Uysal (), Tymon Słoczyński and Jeffrey Wooldridge
Additional contact information
Derya Uysal: LMU Munich

Statistical Software Components from Boston College Department of Economics

Abstract: drlate estimates the local average treatment effect (LATE) and the local average treatment effect on the treated (LATT) using observational data. The command accommodates a binary instrument, a continuous, binary, or count treatment, and a continuous, binary, or count outcome. All standard errors are computed jointly for the instrument propensity score, the outcome regression, the treatment regression, and the causal estimand, using Stata's gmm command with iterate(0) (one-step GMM with analytical starting values), yielding valid inference.

Language: Stata
Requires: Stata version 17
Keywords: LATE; local average treatment effect; LATT (search for similar items in EconPapers)
Date: 2026-05-15
Note: This module should be installed from within Stata by typing "ssc install drlate". 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/d/drlate.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/d/drlate.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/d/drlate_estimate_late.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/d/drlate_estimate_latt.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/d/drlate_estimate.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/_/_drlate_getstats.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/_/_drlate_gmmopts.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/_/_drlate_options.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/_/_drlate_parse.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/_/_drlate_ps.ado program code (text/plain)

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