Design Sensitivity and Efficiency in Observational Studies

DOI10.1198/jasa.2010.tm09570zbMath1392.62326OpenAlexW1988110689MaRDI QIDQ5255301

Paul R. Rosenbaum

Publication date: 15 June 2015

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1198/jasa.2010.tm09570

zbMATH Keywords

sensitivity analysisobservational data

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (11)

An exact adaptive test with superior design sensitivity in an observational study of treatments for ovarian cancer ⋮ Can we reliably detect biases that matter in observational studies? ⋮ The general structure of evidence factors in observational studies ⋮ Matching for balance, pairing for heterogeneity in an observational study of the effectiveness of for-profit and not-for-profit high schools in Chile ⋮ Assessment of the extent of corroboration of an elaborate theory of a causal hypothesis using partial conjunctions of evidence factors ⋮ Effect Modification and Design Sensitivity in Observational Studies ⋮ Impact of Multiple Matched Controls on Design Sensitivity in Observational Studies ⋮ Weighted M-statistics With Superior Design Sensitivity in Matched Observational Studies With Multiple Controls ⋮ On Sensitivity Value of Pair-Matched Observational Studies ⋮ A New u-Statistic with Superior Design Sensitivity in Matched Observational Studies ⋮ Nonparametric bounds and sensitivity analysis of treatment effects

Uses Software

• DOS

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