Discusses previously published information about nonlinear systems analysis and identification plus the new technical advances and changes that have taken place over the last seven years. Familiarizes the reader with new procedures and techniques called Direct MI/SO techniques that can solve nonlinear system problems in many fields because they are valid for random data with arbitrary probability and spectral properties.