We prove, under certain conditions, the main results of the new theory (the Law of Independence for Functions of an Ensemble (LIFE)) which is based on the unusual behavior of the normalized spectral functions of the products of independent random matrices with independent normalized elements that converge at a large scale matrices with appropriate degrees of a random matrix.