利用联合变量重要性图确定观察研究设计变量的优先次序

IF 1.8 4区数学 Q1 STATISTICS & PROBABILITY

American Statistician Pub Date : 2024-01-10 DOI:10.1080/00031305.2024.2303419

Lauren D. Liao, Yeyi Zhu, Amanda L. Ngo, Rana F. Chehab, Samuel D. Pimentel

引用次数: 0

摘要

对治疗效果的观察研究需要对混杂变量进行调整。然而，因果推断方法通常无法对所有测量的基线变量进行完美的调整。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Prioritizing Variables for Observational Study Design using the Joint Variable Importance Plot

Observational studies of treatment effects require adjustment for confounding variables. However, causal inference methods typically cannot deliver perfect adjustment on all measured baseline varia...

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来源期刊

American Statistician 数学-统计学与概率论

CiteScore

3.50

自引率

5.60%

发文量

审稿时长

>12 weeks

期刊介绍： Are you looking for general-interest articles about current national and international statistical problems and programs; interesting and fun articles of a general nature about statistics and its applications; or the teaching of statistics? Then you are looking for The American Statistician (TAS), published quarterly by the American Statistical Association. TAS contains timely articles organized into the following sections: Statistical Practice, General, Teacher''s Corner, History Corner, Interdisciplinary, Statistical Computing and Graphics, Reviews of Books and Teaching Materials, and Letters to the Editor.