AC-PCA: simultaneous dimension reduction and adjustment for confounding variation
Zhixiang Lin, Can Yang, Ying Zhu, John C. Duchi, Yao Fu, Yong Wang, Bai Jiang, Mahdi Zamanighomi, Xuming Xu, Mingfeng Li, Nenad Sestan, Hongyu Zhao, Wing Hung Wong
AC-PCA reduces dimensionality and adjusts for confounding variation in biological datasets, recovering anatomical structure and shared variation across species.
bioRxiv · Apr 19, 2016Bioinformatics