In this paper, we briefly review the role of the propensity score in estimating dose-response functions as described in Hirano and Imbens (2004). Then we present a set of STATA programs, which 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 using a data set collected by Imbens et al. (2001).
A STATA Package for the Estimation of the Dose-Response Function through Adjustment for the Generalized Propensity Score / M. Bia; A. Mattei. - In: THE STATA JOURNAL. - ISSN 1536-867X. - STAMPA. - Volume 8:(2008), pp. 354-373. [10.1177/1536867X0800800303]
A STATA Package for the Estimation of the Dose-Response Function through Adjustment for the Generalized Propensity Score
MATTEI, ALESSANDRA
2008
Abstract
In this paper, we briefly review the role of the propensity score in estimating dose-response functions as described in Hirano and Imbens (2004). Then we present a set of STATA programs, which 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 using a data set collected by Imbens et al. (2001).
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