TEFFECTS2: Stata module to estimate average treatment effects with observational data
Derya Uysal (),
Tymon Słoczyński and
Jeffrey Wooldridge
Additional contact information
Derya Uysal: LMU Munich
Statistical Software Components from Boston College Department of Economics
Abstract:
teffects2 estimates average treatment effects (ATEs) and average treatment effects on the treated (ATTs) using observational data. As in Stata's official teffects command, inverse probability weighting (IPW), augmented inverse probability weighting (AIPW), and inverse probability weighted regression adjustment (IPWRA) estimators are supported. However, unlike teffects, teffects2 supports covariate balancing estimation of the propensity score.
Language: Stata
Requires: Stata version 17
Keywords: average treatment effect; average treatment effect on the treated; propensity score; covariate balancing; difference-in-differences; double robustness; inverse probability tilting; treatment effects; weighting (search for similar items in EconPapers)
Date: 2025-09-14
Note: This module should be installed from within Stata by typing "ssc install teffects2". 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.
References: Add references at CitEc
Citations:
Downloads: (external link)
http://fmwww.bc.edu/repec/bocode/t/teffects2.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/t/teffects2.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/t/teffects2_aipw.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/t/teffects2_ipw.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/t/teffects2_ipwra.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/_/_teffects2_aipw.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/_/_teffects2_count_obs.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/_/_teffects2_error_msg.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/_/_teffects2_getstatsaipw.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/_/_teffects2_getstatsipw.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/_/_teffects2_getstatsipwra.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/_/_teffects2_gmmopts.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/_/_teffects2_ipw.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/_/_teffects2_ipwra.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/_/_teffects2_parse_canonicalize.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/_/_teffects2_parse_dvarlist.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/_/_teffects2_parse_tvar.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/_/_teffects2_parse_tvarlist.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/_/_teffects2_replay.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/_/_teffects2_vlist_exclusive2.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/l/lalonde.dta sample data file (application/x-stata)
Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
HTML/Text
Persistent link: https://EconPapers.repec.org/RePEc:boc:bocode:s459518
Ordering information: This software item can be ordered from
http://repec.org/docs/ssc.php
Access Statistics for this software item
More software in Statistical Software Components from Boston College Department of Economics Boston College, 140 Commonwealth Avenue, Chestnut Hill MA 02467 USA. Contact information at EDIRC.
Bibliographic data for series maintained by Christopher F Baum ().