Clustering high throughput sequencing (HTS) data


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Documentation for package ‘HTSCluster’ version 1.1

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HTSCluster-package Clustering high throughput sequencing (HTS) data
emInit Small EM parameter initialization
HTSCluster Clustering high throughput sequencing (HTS) data
kmeanInit Small EM parameter initialization
logLikePoisMix Calculate the log likelihood of a Poisson mixture model
logLikePoisMixDiff Calculate the log likelihood of a Poisson mixture model
plot.HTSCluster Visualize results from clustering using a Poisson mixture model
PoisMixClus Poisson mixture model estimation and model selection
PoisMixMean Calculate the conditional per-cluster mean of each observation
PoisMixSim Simulate data from a Poisson mixture model
probaPost Calculate the conditional probability of belonging to each cluster in a Poisson mixture model
summary.HTSCluster Summarize results from clustering using a Poisson mixture model