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DOSERESPONSE: Stata module to estimate dose-response function through adjustment for the generalized propensity score

Author

Listed:
  • Alessandra Mattei

    (Department of Statistics "Giuseppe Parenti", University of Florence)

  • Michela Bia

    (LABORatorio Riccardo Revelli, Collegio Carlo Alberto)

Programming Language

Stata

Abstract

doseresponse estimates the generalized propensity score (GPS), verifies the normal model used for the GPS, and tests the balancing property by calling the routine gpscore. Then it estimates the conditional expectation of the outcome given the observed treatment and the estimated GPS by calling the routine doseresponse_model. Finally, doseresponse estimates the average potential outcome for each level of the treatment in which the user is interested. This is an update of the version published in Stata Journal 8:4 which permits use on Stata version 11.

Suggested Citation

  • Alessandra Mattei & Michela Bia, 2009. "DOSERESPONSE: Stata module to estimate dose-response function through adjustment for the generalized propensity score," Statistical Software Components S457096, Boston College Department of Economics.
    • Handle: RePEc:boc:bocode:s457096
    Note: This module should be installed from within Stata by typing "ssc install doseresponse". 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/doseresponse.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/d/doseresponse.sthlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/d/doseresponse_model.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/d/doseresponse_model.sthlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/g/gpscore.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/g/gpscore_model.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/g/gpscore.sthlp
    File Function: help file
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/g/GPS_Example.do
    File Function: sample program
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/d/DoseResponse_Example.do
    File Function: sample program
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/g/graph_output.gph
    File Function: sample output graph
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/o/output.dta
    File Function: sample dataset
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/l/LotteryDataSet.dta
    File Function: sample dataset
    Download Restriction: no
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