Improving causal inference with a doubly robust estimator that combines propensity score stratification and weighting

A comparison of approaches for stratifying on the propensity score to reduce bias

(2017) Ariel Linden   JOURNAL OF EVALUATION IN CLINICAL PRACTICE

A Case Study of the Impact of Data-Adaptive Versus Model-Based Estimation of the Propensity Scores on Causal Inferences from Three Inverse Probability Weighting Estimators

(2016) Romain Neugebauer et al.  

Using data mining techniques to characterize participation in observational studies

(2016) Ariel Linden et al.   JOURNAL OF EVALUATION IN CLINICAL PRACTICE

A Case Study of the Impact of Data-Adaptive Versus Model-Based Estimation of the Propensity Scores on Causal Inferences from Three Inverse Probability Weighting Estimators

(2016) Romain Neugebauer et al.   International Journal of Biostatistics

Estimating causal effects for multivalued treatments: a comparison of approaches

(2015) Ariel Linden et al.   STATISTICS IN MEDICINE

Combining propensity score-based stratification and weighting to improve causal inference in the evaluation of health care interventions

(2014) Ariel Linden   JOURNAL OF EVALUATION IN CLINICAL PRACTICE

The performance of different propensity score methods for estimating marginal hazard ratios

(2012) Peter C. Austin   STATISTICS IN MEDICINE

Bounded, efficient and doubly robust estimation with inverse weighting

(2010) Z. Tan   BIOMETRIKA

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

Evaluating health management programmes over time: application of propensity score-based weighting to longitudinal data

(2010) Ariel Linden et al.   JOURNAL OF EVALUATION IN CLINICAL PRACTICE

Using propensity score-based weighting in the evaluation of health management programme effectiveness

(2010) Ariel Linden et al.   JOURNAL OF EVALUATION IN CLINICAL PRACTICE

The performance of different propensity-score methods for estimating differences in proportions (risk differences or absolute risk reductions) in observational studies

(2010) Peter C. Austin   STATISTICS IN MEDICINE

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

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