The book contains up-to-date development in areas of statistics of relevance, the analysis of chaotic time series and nonlinear time series. Potential important applications in science, technology, economics and other areas are presented. Chapters are all written by leading experts in their areas. This volume should serve as a bridge between statisticians and dynamicists.