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Physical Sciences and Mathematics Commons

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Biostatistics

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Selected Works

Susan Gruber

Introduction

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A Targeted Confounder Selection Strategy For Propensity Score Estimation, Susan Gruber Dec 2012

A Targeted Confounder Selection Strategy For Propensity Score Estimation, Susan Gruber

Susan Gruber

These slides provide an introduction to data-adaptive propensity score estimation, and the collaborative targeted maximum likelihood estimator (C-TMLE) of van der Laan and Gruber. The notation has been greatly simplified, which makes the work accessible to a more general audience, but loses a little in the translation.