  Most of the cosmological information extracted from the CMB has been obtained
through the power spectrum, however there is much more to be learnt from the
statistical distribution of the temperature random field. We review some recent
developments in the study of the Cosmic Microwave Background (CMB) anisotropies
and present a description of the novel tools developed to analyse the
properties of the CMB anisotropies beyond the power spectrum.
