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EBCT: Stata module to perform entropy reweighting to create balanced samples for continuous treatments

Author

Listed:
  • Stefan Tübbicke

    (University of Potsdam)

Programming Language

Stata

Abstract

ebct estimates Entropy Balancing weights for continuous treatments. The routine minimizes the deviation of weights from uniform or user-specified base weights while adhering to balancing constraints. Estimated weights retain means of covariates and the treatment variable while removing Pearson correlations between covariates and the treatment. Resulting weights can be used for the estimation of dose-response functions.

Suggested Citation

  • Stefan Tübbicke, 2020. "EBCT: Stata module to perform entropy reweighting to create balanced samples for continuous treatments," Statistical Software Components S458752, Boston College Department of Economics, revised 04 Apr 2020.
    • Handle: RePEc:boc:bocode:s458752
    Note: This module should be installed from within Stata by typing "ssc install ebct". 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/e/ebct.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/e/ebct.sthlp
    File Function: help file
    Download Restriction: no
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