simmrd: An open-source tool to perform simulations in Mendelian randomization

被引:0
|
作者
Lorincz-Comi, Noah [1 ]
Yang, Yihe [1 ]
Zhu, Xiaofeng [1 ]
机构
[1] Case Western Reserve Univ, Dept Populat & Quantitat Hlth Sci, Cleveland Hts, OH 44106 USA
关键词
bias; causal inference; instrumental variables; Mendelian randomization; simulation; VARIANCE WEIGHTED ESTIMATOR; WEAK INSTRUMENTS; GENETIC-VARIANTS; BIAS; ROBUST;
D O I
10.1002/gepi.22544
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Mendelian randomization (MR) has become a popular tool for inferring causality of risk factors on disease. There are currently over 45 different methods available to perform MR, reflecting this extremely active research area. It would be desirable to have a standard simulation environment to objectively evaluate the existing and future methods. We present simmrd, an open-source software for performing simulations to evaluate the performance of MR methods in a range of scenarios encountered in practice. Researchers can directly modify the simmrd source code so that the research community may arrive at a widely accepted framework for researchers to evaluate the performance of different MR methods.
引用
收藏
页码:59 / 73
页数:15
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