Model-Based Clustering for RNA-seq Data


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Documentation for package ‘MBCluster.Seq’ version 1.0

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cl.mb Internal function for MBCluster.Seq package
cl.mb.est.MC Internal function for MBCluster.Seq package
cl.mb.est.mc Internal function for MBCluster.Seq package
cl.mb.est.P Internal function for MBCluster.Seq package
cl.nb.est.c Internal function for MBCluster.Seq package
cl.nb.est.m Internal function for MBCluster.Seq package
cl.nb.est.mc Internal function for MBCluster.Seq package
cl.ps.est.mc Internal function for MBCluster.Seq package
Cluster.RNASeq Do clustering for count data based on poisson or negative-binomial model
Count Sample of Count Data
dst.euclidean.pair Internal function for MBCluster.Seq package
dst.KL Internal function for MBCluster.Seq package
dst.maximum.pair Internal function for MBCluster.Seq package
dst.pairs Internal function for MBCluster.Seq package
dst.pearson.pair Internal function for MBCluster.Seq package
dst.Ward Internal function for MBCluster.Seq package
dst2center.pairs Internal function for MBCluster.Seq package
est.nb.mu.mle.one Internal function for MBCluster.Seq package
est.nb.v.QL Internal function for MBCluster.Seq package
est.nb.v.QL.one Internal function for MBCluster.Seq package
Hybrid.Tree Do hybrid-hierarchical clustering for RNA-seq data
Hybrid.Tree.Microarray Internal function for MBCluster.Seq package
in.tree Internal function for MBCluster.Seq package
KmeansPlus.RNASeq Initialize the cluster centroids by a model-based Kmeans++ algorithm
leaf.color Internal function for MBCluster.Seq package
lglk.cluster Internal function for MBCluster.Seq package
lglk.cluster.one Internal function for MBCluster.Seq package
lglk.nb Internal function for MBCluster.Seq package
lglk.nb.1c Internal function for MBCluster.Seq package
lglk.nb.c Internal function for MBCluster.Seq package
lglk.ps Internal function for MBCluster.Seq package
lglk.ps.1c Internal function for MBCluster.Seq package
lglk.ps.c Internal function for MBCluster.Seq package
loc.node Internal function for MBCluster.Seq package
maxRow Internal function for MBCluster.Seq package
MBCluster.Seq.Internal Internal function for MBCluster.Seq package
meanCol Internal function for MBCluster.Seq package
meanRow Internal function for MBCluster.Seq package
MI.1 Internal function for MBCluster.Seq package
MI.2 Internal function for MBCluster.Seq package
MI.Cluster.Annotation Internal function for MBCluster.Seq package
MI.score Internal function for MBCluster.Seq package
MI.score.one Internal function for MBCluster.Seq package
minRow Internal function for MBCluster.Seq package
move.two Internal function for MBCluster.Seq package
NMI.score Internal function for MBCluster.Seq package
plotbr Internal function for MBCluster.Seq package
plotHybrid.Tree Plot the tree structure of the hybrid-hierarchical clustering results.
RNASeq.Data Standardize RNASeq Data for Clustering
sortNode Internal function for MBCluster.Seq package
sumCol Internal function for MBCluster.Seq package
sumRow Internal function for MBCluster.Seq package
tree.K Internal function for MBCluster.Seq package