ICA-Based Matrix/Tensor Decomposition

---

Documentation for package ‘iTensor’ version 1.0.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

CorrIndex	CorrIndex
GroupICA	Group Independent Component Analysis (GroupICA)
ICA	Independent Component Analysis (Classic Methods)
ICA2	Independent Component Analysis (Modern Methods)
MICA	Multimodal independent component analysis
MultilinearICA	Multilinear independent component analysis
toyModel	Toy model data for using ICA, MICA, and GroupICA There are 7 types of simulation: ICA_Type1: Time-independent sub-gaussian data ICA_Type2: Time-independent super-gaussian data ICA_Type3: Data mixed with signals having no time dependence and different kurtosis ICA_Type4: Time-dependent data ICA_Type5: Toydata to model IPCA in N < P systems MICA: Two time-serices data to model MICA GroupICA: Toydata to model GroupICA