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stat.AP2021
An Eigenvalue Ratio Approach to Inferring Population Structure from Whole Genome Sequencing Data
Yuyang Xu, Zhonghua Liu, Jianfeng Yao
Inference of population structure from genetic data plays an important role in population and medical genetics studies. With the advancement and decreasing cost of sequencing techn…
stat.AP2017★ 2 cited
A Geometric Perspective on the Power of Principal Component Association Tests in Multiple Phenotype Studies
Zhonghua Liu, Xihong Lin
Joint analysis of multiple phenotypes can increase statistical power in genetic association studies. Principal component analysis, as a popular dimension reduction method, especial…