1 citations · 1 across the 3 of their papers we have counts for
3 papers
stat.AP2022
Pairwise Nonlinear Dependence Analysis of Genomic Data
Siqi Xiang, Wan Zhang, Siyao Liu +4
In The Cancer Genome Atlas (TCGA) data set, there are many interesting nonlinear dependencies between pairs of genes that reveal important relationships and subtypes of cancer. Suc…
stat.ME2019★ 1 cited
Variable screening based on Gaussian Centered L-moments
Hyowon An, Kai Zhang, Hannu Oja +1
An important challenge in big data is identification of important variables. In this paper, we propose methods of discovering variables with non-standard univariate marginal distri…
stat.ME2017
Latent Association Mining in Binary Data
Carson Mosso, Kelly Bodwin, Suman Chakraborty +2
We consider the problem of identifying stable sets of mutually associated features in moderate or high-dimensional binary data. In this context we develop and investigate a method…