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…·Yun Joo Yoo
The paper introduces DRLPC to reduce multi-collinearity in SNP data, improving regression analysis power in two datasets.