Munich Personal RePEc Archive

Estimating the dose-response function through the GLM approach

Guardabascio, Barbara and Ventura, Marco (2013): Estimating the dose-response function through the GLM approach.

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Abstract

This 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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