ICA and Tests of Independence via Multivariate Distance Covariance (steadyICA)
Functions related to multivariate measures of independence and ICA: -estimate independent components by minimizing distance covariance; -conduct a test of mutual independence based on distance covariance; -estimate independent components via infomax (a popular method but generally performs poorer than mdcovica, ProDenICA, and/or fastICA, but is useful for comparisons); -order indepedent components by skewness; -match independent components from multiple estimates; -other functions useful in ICA.
Two-Sample Tests for High-Dimensional Mean Vectors (highmean)
Provides various tests for comparing high-dimensional mean vectors in two groups.
Graphical User Interface for Rprof() (GUIProfiler)
Graphical User Interface for Rprof()