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

Alessandra Mattei () and Michela Bia ()
Additional contact information
Alessandra Mattei: Department of Statistics "Giuseppe Parenti", University of Florence

Statistical Software Components from Boston College Department of Economics

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.

Language: Stata
Requires: Stata version 10.0
Keywords: dose-response function; generalized propensity score (search for similar items in EconPapers)
Date: 2009-11-13
Note: This module may be installed from within Stata by typing "ssc install doseresponse". Windows users should not attempt to download these files with a web browser.

Downloads: (external link)
http://fmwww.bc.edu/repec/bocode/d/doseresponse.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/d/doseresponse.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/d/doseresponse_model.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/d/doseresponse_model.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/g/gpscore.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/g/gpscore_model.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/g/gpscore.sthlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/g/GPS_Example.do sample program (text/plain)
http://fmwww.bc.edu/repec/bocode/d/DoseResponse_Example.do sample program (text/plain)
http://fmwww.bc.edu/repec/bocode/g/graph_output.gph sample output graph (application/x-stata)
http://fmwww.bc.edu/repec/bocode/o/output.dta sample dataset (application/x-stata)
http://fmwww.bc.edu/repec/bocode/l/LotteryDataSet.dta sample dataset (application/x-stata)

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