In this paper we introduce and study the self-similar functions. We pr
ove that these functions have a concave spectrum (increasing and then
decreasing) and that the different formulas that were proposed for the
multifractal formalism allow us to determine either the whole increas
ing part of their spectrum or a part of it. One of these methods (the
wavelet-maxima method) yields their complete spectrum.