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LASSO-type instrumental variable selection methods with an application to Mendelian randomization.

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第一作者： Muhammad,Qasim

第一单位： Jönköping International Business School, Jönköping University, Jönköping, Sweden.

作者： Muhammad,Qasim ^[1] ; Kristofer,Månsson ^[1] ; Narayanaswamy,Balakrishnan ^[2]

作者单位： Jönköping International Business School, Jönköping University, Jönköping, Sweden. ^[1] Department of Mathematics and Statistics, McMaster University, Hamilton, ON, Canada. ^[2]

关键词 C13 C26 C36 Causal inference LASSO heteroscedasticity instrumental variable jackknife model selection

医学主题词孟德尔随机化分析(Mendelian Randomization Analysis);人类(Humans);蒙特卡罗法(Monte Carlo Method);算法(Algorithms);多态性, 单核苷酸(Polymorphism, Single Nucleotide);人体质量指数(Body Mass Index);因果律(Causality);生活质量(Quality of Life);模型, 统计学(Models, Statistical);线性模型(Linear Models);计算机模拟(Computer Simulation)

DOI 10.1177/09622802241281035

PMID 39544096

发布时间 2025-04-25

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Statistical methods in medical research

2025年34卷2期

201-223页

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Statistical methods in medical research

2025年34卷2期

201-223页

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LASSO-type instrumental variable selection methods with an application to Mendelian randomization.

Statistical methods in medical research

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LASSO-type instrumental variable selection methods with an application to Mendelian randomization.

Statistical methods in medical research

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Statistical methods in medical research

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