APPENDIX Overview

A trivial example of an equivalence relation is equality ( =). More useful examples in the context of ICA are equivalence up to permutation, rescaling, or scalar transformation. Defining an appropriate equivalence class for the problem at hand therefore allows us to specify exactly the type of indeterminancies which cannot be resolved and up to which the true generative process can be recovered.