A review of covariate selection for non-experimental comparative effectiveness research

The incident user design in comparative effectiveness research

(2012) Eric S. Johnson et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Covariate Selection in High-Dimensional Propensity Score Analyses of Treatment Effects in Small Samples

(2011) Jeremy A. Rassen et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Effects of Adjusting for Instrumental Variables on Bias and Precision of Effect Estimates

(2011) Jessica A. Myers et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Invited Commentary: Understanding Bias Amplification

(2011) J. Pearl   AMERICAN JOURNAL OF EPIDEMIOLOGY

A New Criterion for Confounder Selection

(2011) Tyler J. VanderWeele et al.   BIOMETRICS

Confounding adjustment via a semi-automated high-dimensional propensity score algorithm: an application to electronic medical records

(2011) Sengwee Toh et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

The implications of propensity score variable selection strategies in pharmacoepidemiology: an empirical illustration

(2011) Amanda R. Patrick et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Sensitivity analysis for interactions under unmeasured confounding

(2011) Tyler J. VanderWeele et al.   STATISTICS IN MEDICINE

Comparative Effectiveness Research and Medical Informatics

(2010) Leonard W. D'Avolio et al.   AMERICAN JOURNAL OF MEDICINE

Bias Formulas for Sensitivity Analysis of Unmeasured Confounding for General Outcomes, Treatments, and Confounders

(2010) Tyler J. VanderWeele et al.   EPIDEMIOLOGY

High-dimensional Propensity Score Adjustment in Studies of Treatment Effects Using Health Care Claims Data

(2009) Sebastian Schneeweiss et al.   EPIDEMIOLOGY

Overadjustment Bias and Unnecessary Adjustment in Epidemiologic Studies

(2009) Enrique F. Schisterman et al.   EPIDEMIOLOGY

Inverse probability-of-censoring weights for the correction of time-varying noncompliance in the effect of randomized highly active antiretroviral therapy on incident AIDS or death

(2009) Lauren E. Cain et al.   STATISTICS IN MEDICINE

Remarks on the method of propensity score

(2009) Judea Pearl   STATISTICS IN MEDICINE

Bias Formulas for External Adjustment and Sensitivity Analysis of Unmeasured Confounders

(2008) Onyebuchi A. Arah et al.   ANNALS OF EPIDEMIOLOGY

Reducing bias through directed acyclic graphs

(2008) Ian Shrier et al.   BMC Medical Research Methodology

Observational Studies Analyzed Like Randomized Experiments

(2008) Miguel A. Hernán et al.   EPIDEMIOLOGY

Discussion of research using propensity-score matching: Comments on ‘A critical appraisal of propensity-score matching in the medical literature between 1996 and 2003’ by Peter Austin,Statistics in Medicine

(2008) Jennifer Hill   STATISTICS IN MEDICINE