Constructing inverse probability weights for institutional comparisons in healthcare

Causal Mediation Analysis for Standardized Mortality Ratios

(2019) Katherine Daignault et al.   EPIDEMIOLOGY

Estimation of high‐dimensional propensity scores with multiple exposure levels

(2019) Maria Eberg et al.   PHARMACOEPIDEMIOLOGY AND DRUG SAFETY

Propensity score weighting for causal inference with multiple treatments

(2019) Fan Li et al.   Annals of Applied Statistics

Assessing the performance of the generalized propensity score for estimating the effect of quantitative or continuous exposures on survival or time-to-event outcomes

(2018) Peter C Austin   STATISTICAL METHODS IN MEDICAL RESEARCH

Performance evaluation of propensity score methods for estimating average treatment effects with multi-level treatments

(2018) Hui Nian et al.   JOURNAL OF APPLIED STATISTICS

Multinomial Extension of Propensity Score Trimming Methods: A Simulation Study

(2018) Kazuki Yoshida et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Measuring the impact of differences in risk factor distributions on cross-population differences in disease occurrence: a causal approach

(2017) Margarita Moreno-Betancur et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Balancing Covariates via Propensity Score Weighting

(2017) Fan Li et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A Bayesian view of doubly robust causal inference: Table 1.

(2016) O. Saarela et al.   BIOMETRIKA

Assessing Hospital Performance After Percutaneous Coronary Intervention Using Big Data

(2016) Jacob V. Spertus et al.  

Assessing Hospital Performance After Percutaneous Coronary Intervention Using Big Data

(2016) Jacob V. Spertus et al.   Circulation-Cardiovascular Quality and Outcomes

Patients with medical risk factors for chronic kidney disease are at increased risk of renal impairment despite the use of nephron-sparing surgery

(2015) Prassannah Satasivam et al.   BJU INTERNATIONAL

Evaluating hospital performance based on excess cause-specific incidence

(2015) Bart Van Rompaye et al.   STATISTICS IN MEDICINE

On the practice of ignoring center-patient interactions in evaluating hospital performance

(2015) Machteld Varewyck et al.   STATISTICS IN MEDICINE

Estimating causal effects for multivalued treatments: a comparison of approaches

(2015) Ariel Linden et al.   STATISTICS IN MEDICINE

Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies

(2015) Peter C. Austin et al.   STATISTICS IN MEDICINE

TheVGAMPackage for Categorical Data Analysis

(2015) Thomas W. Yee   Journal of Statistical Software

On shrinkage and model extrapolation in the evaluation of clinical center performance

(2014) M. Varewyck et al.   BIOSTATISTICS

A Weighting Analogue to Pair Matching in Propensity Score Analysis

(2013) Liang Li et al.  

Hospital Standardized Mortality Ratio: Consequences of Adjusting Hospital Mortality with Indirect Standardization

(2013) Maurice E. Pouw et al.   PLoS One

A tutorial on propensity score estimation for multiple treatments using generalized boosted models

(2013) Daniel F. McCaffrey et al.   STATISTICS IN MEDICINE

Multinomial logit bias reduction via the Poisson log-linear model

(2011) I. Kosmidis et al.   BIOMETRIKA

Generalized propensity score for estimating the average treatment effect of multiple treatments

(2011) Ping Feng et al.   STATISTICS IN MEDICINE

Separated at Birth: Statisticians, Social Scientists, and Causality in Health Services Research

(2010) Bryan E. Dowd   HEALTH SERVICES RESEARCH

Propensity score estimation: neural networks, support vector machines, decision trees (CART), and meta-classifiers as alternatives to logistic regression

(2010) Daniel Westreich et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Using the Standardized Difference to Compare the Prevalence of a Binary Variable Between Two Groups in Observational Research

(2009) Peter C. Austin   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION

Constructing Inverse Probability Weights for Marginal Structural Models

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

Marginal Structural Models for the Estimation of Direct and Indirect Effects

(2008) Tyler J. VanderWeele   EPIDEMIOLOGY

Use of the false discovery rate when comparing multiple health care providers

(2007) Hayley E. Jones et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY