Targeted maximum likelihood estimation for a binary treatment: A tutorial

Targeted Maximum Likelihood Estimation for Causal Inference in Observational Studies

(2016) Megan S. Schuler et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Targeted Maximum Likelihood Estimation for Pharmacoepidemiologic Research

(2016) Menglan Pang et al.   EPIDEMIOLOGY

Diagnosis of cancer as an emergency: a critical review of current evidence

(2016) Yin Zhou et al.   Nature Reviews Clinical Oncology

Evaluating treatment effectiveness under model misspecification: A comparison of targeted maximum likelihood estimation with bias-corrected matching

(2016) Noémi Kreif et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Targeted Learning in Healthcare Research

(2015) Susan Gruber   Big Data

Improving Propensity Score Estimators' Robustness to Model Misspecification Using Super Learner

(2014) Romain Pirracchio et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Effect of breastfeeding on gastrointestinal infection in infants: A targeted maximum likelihood approach for clustered longitudinal data

(2014) Mireille E. Schnitzer et al.   Annals of Applied Statistics

The Parametric g-Formula for Time-to-event Data

(2014) Alexander P. Keil et al.   EPIDEMIOLOGY

A General Implementation of TMLE for Longitudinal Data Applied to Causal Inference in Survival Analysis

(2012) Ori M. Stitelman et al.  

Implementation of G-Computation on a Simulated Data Set: Demonstration of a Causal Inference Technique

(2011) Jonathan M. Snowden et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Super Learner Based Conditional Density Estimation with Application to Marginal Structural Models

(2011) Iván Díaz Muñoz et al.  

The Relative Performance of Targeted Maximum Likelihood Estimators

(2011) Kristin E. Porter et al.  

An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies

(2011) Peter C. Austin   MULTIVARIATE BEHAVIORAL RESEARCH

An Application of Collaborative Targeted Maximum Likelihood Estimation in Causal Inference and Genomics

(2010) Susan Gruber et al.  

The changing prevalence of comorbidity across the age spectrum

(2008) Jay F. Piccirillo et al.   CRITICAL REVIEWS IN ONCOLOGY HEMATOLOGY