The most suitable paradigms and tools for investigating the scaling structure of financial time series are reviewed and … discussed in the light of some recent empirical results. Different types of scaling are distinguished and several definitions of … scaling exponents, scaling and multi-scaling processes are given. Methods to estimate such exponents from empirical financial …