Playing Musical Chairs in Big Data to Reveal Variables Associations
Hugues Aschard, Bjarni Vilhjalmsson, Chirag Patel, David Skurnik, Jimmy Yu, Brian Wolpin, Peter Kraft, Noah Zaitlen
The paper introduces a method to enhance statistical power in detecting weak associations by leveraging correlated variables, showing equivalent power gains to increasing sample size.
bioRxiv · Jun 5, 2016 · PreprintGenetics