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

Using a Cross-Study Design to Assess the Efficacy of Motivational Enhancement Therapy–Cognitive Behavioral Therapy 5 (MET/CBT5) in Treating Adolescents with Cannabis-Related Disorders*

(2015) Rajeev Ramchand et al.   Journal of Studies on Alcohol and Drugs

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

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

Weight Trimming and Propensity Score Weighting

(2011) Brian K. Lee et al.   PLoS One

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

(2011) Ping Feng et al.   STATISTICS IN MEDICINE

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

The Multiple Propensity Score as Control for Bias in the Comparison of More Than Two Treatment Arms

(2010) Marieke Dingena Spreeuwenberg et al.   MEDICAL CARE

Matching Methods for Causal Inference: A Review and a Look Forward

(2010) Elizabeth A. Stuart   STATISTICAL SCIENCE

The Consistency Statement in Causal Inference

(2008) Stephen R. Cole et al.   EPIDEMIOLOGY

Misunderstandings between experimentalists and observationalists about causal inference

(2008) Kosuke Imai et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

Implementation of MET/CBT 5 for Adolescents

(2008) Katherine J. Riley et al.   JOURNAL OF BEHAVIORAL HEALTH SERVICES & RESEARCH