Propensity scores for confounder adjustment when assessing the effects of medical interventions using nonexperimental study designs

Effect of Adjuvant Chemotherapy on Survival of Patients With Stage III Colon Cancer Diagnosed After Age 75 Years

(2012) Hanna K. Sanoff et al.   JOURNAL OF CLINICAL ONCOLOGY

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

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

Effects of Socioeconomic and Racial Residential Segregation on Preterm Birth: A Cautionary Tale of Structural Confounding

(2010) L. C. Messer et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Invited Commentary: Positivity in Practice

(2010) D. Westreich et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Treatment Effects in the Presence of Unmeasured Confounding: Dealing With Observations in the Tails of the Propensity Score Distribution--A Simulation Study

(2010) T. Sturmer et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Confounding Control in Healthcare Database Research

(2010) M. Alan Brookhart et al.   MEDICAL CARE

The role of the c-statistic in variable selection for propensity score models

(2010) Daniel Westreich et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Different Methods of Balancing Covariates Leading to Different Effect Estimates in the Presence of Effect Modification

(2009) M. Lunt et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Some Methods of Propensity-Score Matching had Superior Performance to Others: Results of an Empirical Investigation and Monte Carlo simulations

(2009) Peter C. Austin   BIOMETRICAL JOURNAL

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

(2009) Sebastian Schneeweiss et al.   EPIDEMIOLOGY

Constructing Inverse Probability Weights for Marginal Structural Models

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

Observational Studies Analyzed Like Randomized Experiments

(2008) Miguel A. Hernán et al.   EPIDEMIOLOGY

Evaluating uses of data mining techniques in propensity score estimation: a simulation study

(2008) Soko Setoguchi et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY