8 citations · 9 across the 4 of their papers we have counts for
4 papers
A Provable Smoothing Approach for High Dimensional Generalized Regression with Applications in Genomics
Fang Han, Hongkai Ji, Zhicheng Ji +1
In many applications, linear models fit the data poorly. This article studies an appealing alternative, the generalized regression model. This model only assumes that there exists…
A Survival Copula Mixture Model for Comparing Two Genomic Rank Lists
Yingying Wei, Hongkai Ji
Analyses of high-throughput genomic data often lead to ranked lists of genomic loci. How to characterize concordant signals between two rank lists is a common problem with many app…
Joint Analysis of Differential Gene Expression in Multiple Studies using Correlation Motifs
Yingying Wei, Hongkai Ji
The standard methods for detecting differential gene expression are mostly designed for analyzing a single gene expression experiment. When data from multiple related gene expressi…
Gene set bagging for estimating replicability of gene set analyses
Andrew E. Jaffe, John D. Storey, Hongkai Ji +1
Background: Significance analysis plays a major role in identifying and ranking genes, transcription factor binding sites, DNA methylation regions, and other high-throughput featur…