Estimating the dose-response function through the GLM approach
AbstractThis paper revises the estimation of the dose-response function as in Hirano and Imbens (2004) by proposing a flexible way to estimate the generalized propensity score when the treatment variable is not necessarily normally distributed. We also provide a set of programs that accomplish this task by using the GLM in the first step of the computation.
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Bibliographic InfoPaper provided by University Library of Munich, Germany in its series MPRA Paper with number 45013.
Date of creation: 13 Mar 2013
Date of revision: 13 Mar 2013
generalized propensity score; GLM; dose-response; continuous treatment; bias removal;
Other versions of this item:
- Barbara Guardabascio & Marco Ventura, 2013. "Estimating the dose-response function through the GLM approach," German Stata Users' Group Meetings 2013 10, Stata Users Group.
- C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
- C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
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