Sharpening the Rosenbaum Sensitivity Bounds to Address Concerns About Interactions Between Observed and Unobserved Covariates

DOI10.5705/ss.202020.0395OpenAlexW3131316364MaRDI QIDQ5072152

Publication date: 25 April 2022

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2004.00766

zbMATH Keywords

sensitivity analysis matching observational studies causal inference gene-environment interaction interaction terms

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

evidenceFactors
DOS

Cites Work

Matching methods for causal inference: a review and a look forward
On the application of probability theory to agricultural experiments. Essay on principles. Section 9. Translated from the Polish and edited by D. M. Dąbrowska and T. P. Speed
Extended sensitivity analysis for heterogeneous unmeasured confounding with an application to sibling studies of returns to education
Amplification of Sensitivity Analysis in Matched Observational Studies
Strong control of the familywise error rate in observational studies that discover effect modification by exploratory methods
Sensitivity analysis for certain permutation inferences in matched observational studies
Dual and simultaneous sensitivity analysis for matched pairs
Integrating the evidence from evidence factors in observational studies
Studentized Sensitivity Analysis for the Sample Average Treatment Effect in Paired Observational Studies
Multivariate one-sided testing in matched observational studies as an adversarial game
On Sensitivity Value of Pair-Matched Observational Studies
Split Samples and Design Sensitivity in Observational Studies
Calibrating Sensitivity Analyses to Observed Covariates in Observational Studies
Design sensitivity in observational studies
Full Matching in an Observational Study of Coaching for the SAT
Selecting and Ranking Individualized Treatment Rules With Unmeasured Confounding
Design of observational studies
Observational studies.

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