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BACONDECOMP: Stata module to perform a Bacon decomposition of difference-in-differences estimation

Author

Listed:
  • Andrew Goodman-Bacon
  • Thomas Goldring
  • Austin Nichols

Programming Language

Stata

Abstract

bacondecomp shows a Bacon decomposition of difference-in-differences estimation with variation in treatment timing. The two-way fixed effects DD model is a weighted average of all possible two-group/two period DD estimators. The command generates a scatterplot of 2x2 difference-in-difference estimates and their associated weights. The data must be xtset and the variable list must include an outcome as the first item, and a treatment that can only turn from zero to one during the time period examined as its second item.

Suggested Citation

  • Andrew Goodman-Bacon & Thomas Goldring & Austin Nichols, 2019. "BACONDECOMP: Stata module to perform a Bacon decomposition of difference-in-differences estimation," Statistical Software Components S458676, Boston College Department of Economics, revised 21 Sep 2022.
    • Handle: RePEc:boc:bocode:s458676
    Note: This module should be installed from within Stata by typing "ssc install bacondecomp". 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

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    File URL: http://fmwww.bc.edu/repec/bocode/b/bacon.sthlp
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/b/baconde.ado
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    File URL: http://fmwww.bc.edu/repec/bocode/b/bac.sthlp
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    File URL: http://fmwww.bc.edu/repec/bocode/b/bacondecomp.sthlp
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    File URL: http://fmwww.bc.edu/repec/bocode/b/ba.sthlp
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    File URL: http://fmwww.bc.edu/repec/bocode/b/b.sthlp
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    File URL: http://fmwww.bc.edu/repec/bocode/b/baconde.sthlp
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    File URL: http://fmwww.bc.edu/repec/bocode/b/bacondec.ado
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    File URL: http://fmwww.bc.edu/repec/bocode/b/bacond.sthlp
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    File URL: http://fmwww.bc.edu/repec/bocode/b/bacondecom.ado
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    File URL: http://fmwww.bc.edu/repec/bocode/b/bacondecomp.ado
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    File URL: http://fmwww.bc.edu/repec/bocode/b/bacondecom.sthlp
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    File URL: http://fmwww.bc.edu/repec/bocode/b/bacon_example.dta
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    File URL: http://fmwww.bc.edu/repec/bocode/b/ba.ado
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    File URL: http://fmwww.bc.edu/repec/bocode/b/baco.ado
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    File URL: http://fmwww.bc.edu/repec/bocode/b/bacon.ado
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    File URL: http://fmwww.bc.edu/repec/bocode/b/baco.sthlp
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    File URL: http://fmwww.bc.edu/repec/bocode/b/bac.ado
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    File URL: http://fmwww.bc.edu/repec/bocode/b/b.ado
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    File URL: http://fmwww.bc.edu/repec/bocode/b/bacondeco.sthlp
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    File URL: http://fmwww.bc.edu/repec/bocode/b/bacondec.sthlp
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    File URL: http://fmwww.bc.edu/repec/bocode/b/bacondeco.ado
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    Citations

    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. REED: EiR* – More on Heterogeneity in Two-Way Fixed Effects Models
      by replicationnetwork in The Replication Network on 2019-10-18 11:37:42

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