Classification and Clustering of Sequencing Data Based on a Poisson Model


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Documentation for package ‘PoiClaClu’ version 1.0.2.1

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PoiClaClu-package Classification and clustering of RNA sequencing data using a Poisson model
Classify Classify observations using a Poisson model.
Classify.cv Function to do cross-validation for Poisson classification.
ColorDendrogram Color the leaves in a hierarchical clustering dendrogram
CountDataSet Generate a simulated sequencing data set using a negative binomial model.
FindBestTransform Find the power transformation that makes a data set approximately Poisson.
PoiClaClu Classification and clustering of RNA sequencing data using a Poisson model
PoissonDistance Given a n-by-p data matrix, compute the corresponding n-by-n Poisson dissimilarity matrix.