`install.packages('MVR')`

215

1.20.0

GPL (>= 3) | file LICENSE

November 13th, 2013

pooled.mean

Pooled Group Sample Mean Subroutine

mvrt.test

Function for Computing Mean-Variance Regularized T-test Statistic and Its Significance

cluster.diagnostic

Function for Plotting Summary Cluster Diagnostic Plots

withinsumsq

Within-Cluster Sum of Squares Distances Subroutine

normalization.diagnostic

Function for Plotting Summary Normalization Diagnostic Plots

stabilization.diagnostic

Function for Plotting Summary Variance Stabilization Diagnostic Plots

is.empty

Checks if Object is Empty

pooled.sd

Pooled Group Sample Standard Deviation Subroutine

Real

Real Proteomics Dataset

target.diagnostic

Function for Plotting Summary Target Moments Diagnostic Plots

km.clustering

Wrapper Subroutine Around C Subroutine for 'K-means' Clustering Algorithm

mvr

Function for Mean-Variance Regularization and Variance Stabilization

Synthetic

Multi-Groups Synthetic Dataset

MVR-package

Mean-Variance Regularization Package

MVR.news

Function to Display the NEWS File

sim.dis

Similarity Statistic Subroutine

mvrt

Mean-Variance Regularized t-Test Statistic Subroutine

MeanVarReg

Mean-Variance Regularization Core Subroutine

merging.cluster

Variable-Cluster Configuration Merging Subroutine

is.valid

Validation Subroutine to Test the Bootstrap Set of Indices