Classification and Clustering of Sequencing Data Based on a Poisson Model
Function to do cross-validation for Poisson classification.
Classify observations using a Poisson model.
Color the leaves in a hierarchical clustering dendrogram
Generate a simulated sequencing data set using a negative binomial mod...
Find the power transformation that makes a data set approximately Pois...
Internal PoiClaClu functions
Classification and clustering of RNA sequencing data using a Poisson m...
Given a n-by-p data matrix, compute the corresponding n-by-n Poisson d...
Implements the methods described in the paper, Witten (2011) Classification and Clustering of Sequencing Data using a Poisson Model, Annals of Applied Statistics 5(4) 2493-2518.