Propensity score model overfitting led to inflated variance of estimated odds ratios

Propensity score model overfitting led to inflated variance of estimated odds ratios

Overview

Description

We illustrate the practical implementation of a newly proposed double robust estimator “Targeted Maximum Likelihood Estimation” (TMLE) and demonstrated its application in common pharmacoepidemiological settings. A real-word example using the clinical practice research datalink is used with a high-dimensional covariate space.

Manuscripts

Presentations

Project Team

Corresponding Author
Tibor Schuster PhD