Marginal structural models in clinical research: when and how to use them?

Treatment with high dose of erythropoiesis-stimulating agents and mortality: analysis with a sequential Cox approach and a marginal structural model

(2015) Marit M. Suttorp et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Dose of Hemodialysis and Survival: A Marginal Structural Model Analysis

(2014) Paungpaga Lertdumrongluk et al.   AMERICAN JOURNAL OF NEPHROLOGY

Associations between Hemodialysis Access Type and Clinical Outcomes: A Systematic Review

(2013) P. Ravani et al.   JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY

Health status as a potential mediator of the association between hemodialysis vascular access and mortality

(2013) Vanessa Grubbs et al.   NEPHROLOGY DIALYSIS TRANSPLANTATION

Structural Nested Models, G-Estimation, and the Healthy Worker Effect

(2012) Marshall M. Joffe   EPIDEMIOLOGY

Methods for dealing with time-dependent confounding

(2012) R.M. Daniel et al.   STATISTICS IN MEDICINE

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

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

(2011) Peter C. Austin   MULTIVARIATE BEHAVIORAL RESEARCH

On the Consistency Rule in Causal Inference

(2010) Judea Pearl   EPIDEMIOLOGY

A sequential Cox approach for estimating the causal effect of treatment in the presence of time-dependent confounding applied to data from the Swiss HIV Cohort Study

(2010) Jon Michael Gran et al.   STATISTICS IN MEDICINE

Relationship between Epoetin Alfa Dose and Mortality: Findings from a Marginal Structural Model

(2009) O. Wang et al.   Clinical Journal of the American Society of Nephrology

Constructing Inverse Probability Weights for Marginal Structural Models

(2008) S. R. Cole et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Clinical research of kidney diseases V: extended analytic models

(2008) P. Ravani et al.   NEPHROLOGY DIALYSIS TRANSPLANTATION

Traditionalversusmarginal structural models to estimate the effectiveness ofβ-blocker use on mortality after myocardial infarction

(2008) Joseph A. C. Delaney et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY