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Publications by M Alan Brookhart

High-Dimensional Propensity Score Adjustment in Studies of Treatment Effects Using Health Care Claims Data

English

Effect of the Women's Health Initiative on Osteoporosis Therapy and Expenditure in Medicaid

Journal of Bone and Mineral Research

Sports Medicine

English

Related publications

High-Dimensional Propensity Score Adjustment in HIV Research Using Linked Administrative Health Data

International Journal of Population Data Science

English

Multiple Comparisons for Survival Data With Propensity Score Adjustment

Computational Statistics and Data Analysis

Applied Mathematics

Computational Theory

Computational Mathematics

English

Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score

SSRN Electronic Journal

English

Performance of the High-Dimensional Propensity Score in a Nordic Healthcare Model

Basic and Clinical Pharmacology and Toxicology

English

Commentary: Overreliance of Propensity-Score Matched Studies in Thoracic Surgery

Journal of Thoracic and Cardiovascular Surgery

Respiratory Medicine

Cardiovascular Medicine

English

The Specification of the Propensity Score in Multilevel Observational Studies

Computational Statistics and Data Analysis

Applied Mathematics

Computational Theory

Computational Mathematics

English

On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects

English

Stratification and Weighting via the Propensity Score in Estimation of Causal Treatment Effects: A Comparative Study

Statistics in Medicine

English

Improving Propensity Score Weighting Using Machine Learning

Statistics in Medicine

English