Propensity Score Methods and Unobserved Covariate Imbalance: Comments on “Squeezing the Balloon”

Squeezing the Balloon: Propensity Scores and Unmeasured Covariate Balance

(2012) John M. Brooks et al.   HEALTH SERVICES RESEARCH

Using high-dimensional propensity scores to automate confounding control in a distributed medical product safety surveillance system

(2012) Jeremy A. Rassen et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

One-to-many propensity score matching in cohort studies

(2012) Jeremy A. Rassen et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Apples and Oranges? Interpretations of Risk Adjustment and Instrumental Variable Estimates of Intended Treatment Effects Using Observational Data

(2011) G. Fang 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

Invited Commentary: Positivity in Practice

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

Diagnosing and responding to violations in the positivity assumption

(2010) Maya L Petersen et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

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

(2009) Sebastian Schneeweiss et al.   EPIDEMIOLOGY

On the use of propensity scores in principal causal effect estimation

(2009) Booil Jo et al.   STATISTICS IN MEDICINE

Constructing Inverse Probability Weights for Marginal Structural Models

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

Systematic differences in treatment effect estimates between propensity score methods and logistic regression

(2008) Edwin P Martens et al.   INTERNATIONAL JOURNAL OF 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