Nonparametric Bayesian sparse factor models with application to gene expression modeling
Work
Year: 2011
Type: article
Abstract: A nonparametric Bayesian extension of Factor Analysis (FA) is proposed where observed data Y is modeled as a linear superposition, G, of a potentially infinite number of hidden factors, X. The Indian ... more
Source: The Annals of Applied Statistics
Authors David A. Knowles, Zoubin Ghahramani
Institution University of Cambridge
Cites: 15
Cited by: 106
Related to: 10
FWCI: 4.541
Citation percentile (by year/subfield): 92.3
Subfield: Molecular Biology
Domain: Life Sciences
Sustainable Development Goal Decent work and economic growth
Open Access status: hybrid