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 |