A Bayesian high-dimensional mediation analysis for multilevel genome-wide epigenetic data

IF 1.2 4区数学 Q2 STATISTICS & PROBABILITY

Journal of Applied Statistics Pub Date : 2024-06-16 DOI:10.1080/02664763.2024.2367148

Xi Qiao, Duy Ngo, Bilinda Straight, Belinda L. Needham, Charles E. Hilton, Amy Naugle

引用次数: 0

Abstract

Causal mediation analysis has increasingly become a popular practice in various clinical trials and epidemiological applications to evaluate whether an intermediate variable is on the pathway betwe...

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针对多层次全基因组表观遗传数据的贝叶斯高维中介分析

在各种临床试验和流行病学应用中，因果中介分析已逐渐成为一种流行的做法，用于评估中间变量是否是......和......之间的路径。

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来源期刊

Journal of Applied Statistics 数学-统计学与概率论

CiteScore

3.40

自引率

0.00%

发文量

126

审稿时长

6 months

期刊介绍： Journal of Applied Statistics provides a forum for communication between both applied statisticians and users of applied statistical techniques across a wide range of disciplines. These areas include business, computing, economics, ecology, education, management, medicine, operational research and sociology, but papers from other areas are also considered. The editorial policy is to publish rigorous but clear and accessible papers on applied techniques. Purely theoretical papers are avoided but those on theoretical developments which clearly demonstrate significant applied potential are welcomed. Each paper is submitted to at least two independent referees.