000122599 001__ 122599
000122599 005__ 20180122221006.0
000122599 0247_ $$2Other$$ast0150
000122599 037__ $$a199-2016-2562
000122599 037__ $$a199-2016-3309
000122599 041__ $$aen_US
000122599 245__ $$aA Stata package for the estimation of the dose–response function through adjustment for the generalized propensity score
000122599 260__ $$c2008
000122599 269__ $$a2008
000122599 270__ $$mmichela.bia@laboratoriorevelli.it$$pBia,   Michela
000122599 270__ $$mmattei@ds.unifi.it$$pMattei,   Alessandra
000122599 300__ $$a20
000122599 336__ $$aJournal Article
000122599 520__ $$aIn this article, we briefly review the role of the propensity score in estimating dose–response functions as described in Hirano and Imbens (2004, Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives, 73–84). Then we present a set of Stata programs that estimate the propensity score in a setting with a continuous treatment, test the balancing property of the generalized propensity score, and estimate the dose–response function. We illustrate these programs by using a dataset collected by Imbens, Rubin, and Sacerdote (2001, American Economic Review 91: 778–794).
000122599 542__ $$fLicense granted by Lisa Gilmore (lgilmore@stata.com) on 2012-04-12T19:43:31Z (GMT):

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000122599 650__ $$aResearch Methods/ Statistical Methods
000122599 6531_ $$agpscore
000122599 6531_ $$adoseresponse
000122599 6531_ $$adoseresponse_model
000122599 6531_ $$abias removal
000122599 6531_ $$adose–response function
000122599 6531_ $$ageneralized propensity score
000122599 6531_ $$aweak unconfoundedness
000122599 700__ $$aBia, Michela
000122599 700__ $$aMattei, Alessandra
000122599 773__ $$d3rd Quarter 2008$$jVolume 08$$kNumber 3$$o373$$q354$$tStata Journal
000122599 8564_ $$s325974$$uhttp://ageconsearch.umn.edu/record/122599/files/sjart_st0150.pdf
000122599 887__ $$ahttp://purl.umn.edu/122599
000122599 909CO $$ooai:ageconsearch.umn.edu:122599$$pGLOBAL_SET
000122599 912__ $$nSubmitted by Lisa Gilmore (lgilmore@stata.com) on 2012-04-12T19:46:40Z
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  Previous issue date: 2008
000122599 982__ $$gStata Journal>Volume 08, Number 3, 3rd Quarter 2008
000122599 980__ $$a199