Estimation of causal effects of multiple treatments in observational studies with a binary outcome

Causal comparative effectiveness analysis of dynamic continuous-time treatment initiation rules with sparsely measured outcomes and death

(2019) Liangyuan Hu et al.   BIOMETRICS

Double robust estimation for multiple unordered treatments and clustered observations: Evaluating drug-eluting coronary artery stents

(2018) Sherri Rose et al.   BIOMETRICS

On adaptive propensity score truncation in causal inference

(2018) Cheng Ju et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Causal Inference: A Missing Data Perspective

(2018) Peng Ding et al.   STATISTICAL SCIENCE

Estimation of Causal Effects with Multiple Treatments: A Review and New Ideas

(2017) Michael J. Lopez et al.   STATISTICAL SCIENCE

Targeted Maximum Likelihood Estimation for Causal Inference in Observational Studies

(2016) Megan S. Schuler et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

A flexible, interpretable framework for assessing sensitivity to unmeasured confounding

(2016) Vincent Dorie et al.   STATISTICS IN MEDICINE

Estimating causal effects for multivalued treatments: a comparison of approaches

(2015) Ariel Linden et al.   STATISTICS IN MEDICINE

Assessing lack of common support in causal inference using Bayesian nonparametrics: Implications for evaluating the effect of breastfeeding on children’s cognitive outcomes

(2013) Jennifer Hill et al.   Annals of Applied Statistics

Optimal Allocation of Gold Standard Testing Under Constrained Availability: Application to Assessment of HIV Treatment Failure

(2013) Tao Liu et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

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

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

Video-assisted thoracoscopic lobectomy is associated with better perioperative outcomes than open lobectomy in a veteran population

(2012) Miguel D. Cajipe et al.   AMERICAN JOURNAL OF SURGERY

Non-Small Cell Lung Cancer: Epidemiology, Risk Factors, Treatment, and Survivorship

(2012) Julian R. Molina et al.   MAYO CLINIC PROCEEDINGS

Robotic lobectomy for non–small cell lung cancer (NSCLC): Long-term oncologic results

(2011) Bernard J. Park et al.   JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY

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

BART: Bayesian additive regression trees

(2010) Hugh A. Chipman et al.   Annals of Applied Statistics

Limited Resection for the Treatment of Patients With Stage IA Lung Cancer

(2010) Juan P. Wisnivesky et al.   ANNALS OF SURGERY

Bayesian Nonparametric Modeling for Causal Inference

(2010) Jennifer L. Hill   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

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

Systematic Review and Meta-Analysis of Randomized and Nonrandomized Trials on Safety and Efficacy of Video-Assisted Thoracic Surgery Lobectomy for Early-Stage Non–Small-Cell Lung Cancer

(2009) Tristan D. Yan et al.   JOURNAL OF CLINICAL ONCOLOGY

Constructing Inverse Probability Weights for Marginal Structural Models

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

Surgery for Early-Stage Non-Small Cell Lung Cancer: A Systematic Review of the Video-Assisted Thoracoscopic Surgery Versus Thoracotomy Approaches to Lobectomy

(2008) Bryan A. Whitson et al.   ANNALS OF THORACIC SURGERY

The performance of different propensity-score methods for estimating relative risks

(2008) Peter C. Austin   JOURNAL OF CLINICAL EPIDEMIOLOGY