IDEAS home Printed from https://ideas.repec.org/c/boc/bocode/s459708.html

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)

Author

Listed:
  • Derya Uysal

    (LMU Munich)

  • Tymon Słoczyński

    (Brandeis University)

  • Jeffrey M. Wooldridge

    (Michigan State University)

Programming Language

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.

Suggested Citation

  • Derya Uysal & Tymon Słoczyński & Jeffrey M. Wooldridge, 2026. "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)," Statistical Software Components S459708, Boston College Department of Economics.
    • Handle: RePEc:boc:bocode:s459708
    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.
    as

    Download full text from publisher

    File URL: http://fmwww.bc.edu/repec/bocode/d/drlate.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/d/drlate.sthlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/d/drlate_estimate_late.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/d/drlate_estimate_latt.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/d/drlate_estimate.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/_/_drlate_getstats.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/_/_drlate_gmmopts.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/_/_drlate_options.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/_/_drlate_parse.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/_/_drlate_ps.ado
    File Function: program code
    Download Restriction: no
    ---><---

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:boc:bocode:s459708. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Christopher F Baum (email available below). General contact details of provider: https://edirc.repec.org/data/debocus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.