2 papers
stat.ME2018
Finite mixtures of matrix-variate Poisson-log normal distributions for three-way count data
Anjali Silva, Steven J. Rothstein, Paul D. McNicholas +2
Three-way data structures, characterized by three entities, the units, the variables and the occasions, are frequent in biological studies. In RNA sequencing, three-way data struct…
stat.ME2017
A Multivariate Poisson-Log Normal Mixture Model for Clustering Transcriptome Sequencing Data
Anjali Silva, Steven J. Rothstein, Paul D. McNicholas +1
High-dimensional data of discrete and skewed nature is commonly encountered in high-throughput sequencing studies. Analyzing the network itself or the interplay between genes in th…