  The growing need for a better understanding of nonlinear processes in plasma
physics has in the last decades stimulated the development of new and more
advanced data analysis techniques. This review lists some of the basic
properties one may wish to infer from a data set and then presents appropriate
analysis techniques with some recent applications. The emphasis is put on the
investigation of nonlinear wave phenomena and turbulence in space plasmas.
