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A COMPARISON OF PRINCIPAL COMPONENT METHODS BETWEEN MULTIPLE PHENOTYPE REGRESSION AND MULTIPLE SNP REGRESSION IN GENETIC ASSOCIATION STUDIES

Liu, ZH; Barnett, I; Lin, XH

Liu, ZH (corresponding author), Univ Hong Kong, Dept Stat & Actuarial Sci, Hong Kong, Peoples R China.

ANNALS OF APPLIED STATISTICS, 2020; 14 (1): 433

Abstract

Principal component analysis (PCA) is a popular method for dimension reduction in unsupervised multivariate analysis. However, existing ad hoc uses of......

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