Metrics for covariate balance in cohort studies of causal effects

cem: Software for Coarsened Exact Matching

(2015) Stefano M. Iacus et al.   Journal of Statistical Software

Methodology of a large prospective, randomised, open, blinded endpoint streamlined safety study of celecoxib versus traditional non-steroidal anti-inflammatory drugs in patients with osteoarthritis or rheumatoid arthritis: protocol of the standard care versus celecoxib outcome trial (SCOT)

(2013) Thomas M MacDonald et al.   BMJ Open

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

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

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

Multivariate Matching Methods That Are Monotonic Imbalance Bounding

(2011) Stefano M. Iacus et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Measuring balance and model selection in propensity score methods

(2011) Svetlana V. Belitser et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Optimal caliper widths for propensity-score matching when estimating differences in means and differences in proportions in observational studies

(2010) Peter C. Austin   PHARMACEUTICAL STATISTICS

Overadjustment Bias and Unnecessary Adjustment in Epidemiologic Studies

(2009) Enrique F. Schisterman et al.   EPIDEMIOLOGY

Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samples

(2009) Peter C. Austin   STATISTICS IN MEDICINE

Assessing balance in measured baseline covariates when using many-to-one matching on the propensity-score

(2008) Peter C. Austin   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Goodness-of-fit diagnostics for the propensity score model when estimating treatment effects using covariate adjustment with the propensity score

(2008) Peter C. Austin   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY