Mean-Variance Regularization


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Documentation for package ‘MVR’ version 1.20.0

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cluster.diagnostic Function for Plotting Summary Cluster Diagnostic Plots
is.empty Checks if Object is Empty
is.valid Validation Subroutine to Test the Bootstrap Set of Indices
km.clustering Wrapper Subroutine Around C Subroutine for 'K-means' Clustering Algorithm
MeanVarReg Mean-Variance Regularization Core Subroutine
merging.cluster Variable-Cluster Configuration Merging Subroutine
MVR Mean-Variance Regularization Package
mvr Function for Mean-Variance Regularization and Variance Stabilization
MVR.news Function to Display the NEWS File
mvrt Mean-Variance Regularized t-Test Statistic Subroutine
mvrt.test Function for Computing Mean-Variance Regularized T-test Statistic and Its Significance
normalization.diagnostic Function for Plotting Summary Normalization Diagnostic Plots
pooled.mean Pooled Group Sample Mean Subroutine
pooled.sd Pooled Group Sample Standard Deviation Subroutine
Real Real Proteomics Dataset
sim.dis Similarity Statistic Subroutine
stabilization.diagnostic Function for Plotting Summary Variance Stabilization Diagnostic Plots
Synthetic Multi-Groups Synthetic Dataset
target.diagnostic Function for Plotting Summary Target Moments Diagnostic Plots
withinsumsq Within-Cluster Sum of Squares Distances Subroutine