Independent Component Analysis

• For n linear mixtures x1, …,xn from n independent components
• The independent component si are latent variables, meaning that they can not be directly observed, and the mixing matrix A is assumed to unknown.
• We would like to estimate both A and s using the observable random vector x and some statistical assumption.