Applying targeted maximum likelihood estimation to pharmacoepidemiology

Applying targeted maximum likelihood estimation to pharmacoepidemiology

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
Robert W. Platt PhD
Collaborator
Maria Eberg
Collaborator
Kristian Filion PhD
Collaborator
Tibor Schuster PhD
Collaborator
Menglan Pang MSc