1 code implementation • 30 Aug 2023 • Jiuzhou Wang, Eric F. Lock
To address variation architectures correctly and comprehensively for high-dimensional data across multiple sample sets (i. e., cohorts), we propose multiple augmented reduced rank regression (maRRR), a flexible matrix regression and factorization method to concurrently learn both covariate-driven and auxiliary structured variation.
2 code implementations • 18 Nov 2021 • Jiuzhou Wang, Sandra E. Safo
COVID-19 severity is due to complications from SARS-Cov-2 but the clinical course of the infection varies for individuals, emphasizing the need to better understand the disease at the molecular level.