2 papers
stat.ME2022
Nonparametric Bayes Differential Analysis of Multigroup DNA Methylation Data
Chiyu Gu, Veerabhadran Baladandayuthapani, Subharup Guha
DNA methylation datasets in cancer studies are comprised of measurements on a large number of genomic locations called cytosine-phosphate-guanine (CpG) sites with complex correlati…
stat.ME2017
Nonparametric Bayes Differential Analysis for Dependent Multigroup Data with Application to DNA Methylation Analyses in Cancer
Chiyu Gu, Veerabhadran Baladandayuthapani, Subharup Guha
Modern cancer genomics datasets involve widely varying sizes and scales, measurement variables, and correlation structures. A fundamental analytical goal in these high-throughput s…