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DOSERESPONSE2: Stata module to estimate generalized propensity score

Author

Listed:
  • Marco Ventura

    (ISTAT, Italy)

  • Barbara Guardabascio

    (ISTAT, Italy)

Programming Language

Stata

Abstract

doseresponse2 estimates the generalized propensity score (GPS) by GLM, allowing six different distribution functions: binomial, gamma, inverse gaussian, negative binomial, normal and poisson coupled with admissible links; tests the balancing property by calling the routine gpscore2. For the normal case assesses the validity of the assumed normal distribution model by a user-specified goodness-of-fit test. Then it estimates the conditional expectation of the outcome given the observed treatment and the estimated GPS by calling the routine doseresponse_model. Finally, doseresponse2 estimates the average potential outcome for each level of the treatment in which the user is interested.

Suggested Citation

  • Marco Ventura & Barbara Guardabascio, 2013. "DOSERESPONSE2: Stata module to estimate generalized propensity score," Statistical Software Components S457664, Boston College Department of Economics.
    • Handle: RePEc:boc:bocode:s457664
    Note: This module should be installed from within Stata by typing "ssc install doseresponse2". 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/doseresponse2.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/d/doseresponse2.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/l/LotteryDataSet.dta
    File Function: sample data file
    Download Restriction: no
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