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Odds are the sign is right.

作者信息

Knaeble Brian, Chan Julian

机构信息

Department of Mathematics, Utah Valley University, Orem, UT, USA.

Department of Mathematics, Weber State University, Ogden, UT, USA.

出版信息

Biom J. 2018 Nov;60(6):1164-1171. doi: 10.1002/bimj.201700199. Epub 2018 Sep 26.

DOI:10.1002/bimj.201700199
PMID:30259547
Abstract

This article introduces a new condition based on odds ratios for sensitivity analysis. The analysis involves the average effect of a treatment or exposure on a response or outcome with estimates adjusted for and conditional on a single, unmeasured, dichotomous covariate. Results of statistical simulations are displayed to show that the odds ratio condition is as reliable as other commonly used conditions for sensitivity analysis. Other conditions utilize quantities reflective of a mediating covariate. The odds ratio condition can be applied when the covariate is a confounding variable. As an example application we use the odds ratio condition to analyze and interpret a positive association observed between Zika virus infection and birth defects.

摘要

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