Dimension Reduction using Local Principal Components for Regression-based Multi-SNP Analysis in 1000 Genomes and the Canadian Longitudinal Study on Aging (CLSA)
Fatemeh Yavartanoo, Myriam Brossard, Shelley B. Bull, Andrew D. Paterson, Yun Joo Yoo
The paper introduces DRLPC to reduce multi-collinearity in SNP data, improving regression analysis power in two datasets.
Genetic Epidemiology · Mar 1, 2025Peer-reviewedGenetics