151 citations · 206 across the 2 of their papers we have counts for
Showing stat.APShow all
2 papers · 1 filter
stat.AP2010★ 151 cited
Variable selection and regression analysis for graph-structured covariates with an application to genomics
Caiyan Li, Hongzhe Li
Graphs and networks are common ways of depicting biological information. In biology, many different biological processes are represented by graphs, such as regulatory networks, met…
stat.AP2008★ 55 cited
A hidden spatial-temporal Markov random field model for network-based analysis of time course gene expression data
Zhi Wei, Hongzhe Li
Microarray time course (MTC) gene expression data are commonly collected to study the dynamic nature of biological processes. One important problem is to identify genes that show d…