2 papers
stat.ME2020
Statistical matching and subclassification with a continuous dose: characterization, algorithm, and application to a health outcomes study
Bo Zhang, Emily J. Mackay, Mike Baiocchi
Subclassification and matching are often used in empirical studies to adjust for observed covariates; however, they are largely restricted to relatively simple study designs with a…
stat.ME2020
Bridging preference-based instrumental variable studies and cluster-randomized encouragement experiments: study design, noncompliance, and average cluster effect ratio
Bo Zhang, Siyu Heng, Emily J. MacKay +1
Instrumental variable methods are widely used in medical and social science research to draw causal conclusions when the treatment and outcome are confounded by unmeasured confound…