Principal component of explained variance: an efficient and optimal data dimension reduction framework for association studies
Maxime Turgeon, Karim Oualkacha, Antonio Ciampi, Golsa Dehghan, Brent W. Zanke, Andrea L. Benedet, Pedro Rosa-Neto, Celia MT. Greenwood, Aurelie Labbe, Alzheimer's Disease Neuroimaging Initiative
This paper introduces an efficient PCEV framework for dimension reduction in association studies, showing improved computational efficiency and statistical power.
Statistical Methods in Medical Research · Jul 26, 2016Peer-reviewedBioinformatics