"The author provides an excellent view of his experiences from industry. An excellent book intended to educate the specialized reader in physical fields, particularly those who are working in the time domain. Pearson has done an excellent job of covering nonstandard topics in time series, which more than justifies the book's existence. The book contains many realistic examples, and a rich collection of scenarios with liberal references to the applied literature. It is extremely readable, and the author is to be commended for his lucid writing style. Overall, the authors presentation is insightful and consistent. It is well written and nicely organized. The books appeal is that it illustrates a wide range of results for many kinds of models that appear in stochastic processes and time series literature. Finally, this book is an important addition in the areas of nonlinear time series, and it has much to offer that is hard to find elsewhere." -- Stergios B. Fotopoulos, Technometrics "The author provides an excellent view of his experiences from industry. An excellent book intended to educate the specialized reader in physical fields, particularly those who are working in the time domain. Pearson has done an excellent job of covering nonstandard topics in time series, which more than justifies the book's existence. The book contains many realistic examples, and a rich collection of scenarios with liberal references to the applied literature. It is extremely readable, and the author is to be commended for his lucid writing style. Overall, the authors presentation is insightful and consistent. It is well written and nicely organized. The books appeal is that it illustrates a wide range of results for many kinds of models that appear in stochastic processes and time series literature. Finally, this book is an important addition in the areas of nonlinear time series, and it has much to offer that is hard to find elsewhere." -- Stergios B. Fotopoulos, Technometrics