Stationary Stochastic Models: An Introduction

Riccardo Gatto (Autor)

Buch | Hardcover

416 Seiten

2022
World Scientific Publishing Co Pte Ltd (Verlag)
978-981-12-5183-2 (ISBN)

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This volume provides a unified mathematical introduction to stationary time series models and to continuous time stationary stochastic processes. The analysis of these stationary models is carried out in time domain and in frequency domain. It begins with a practical discussion on stationarity, by which practical methods for obtaining stationary data are described. The presented topics are illustrated by numerous examples. Readers will find the following covered in a comprehensive manner:At the end, some selected topics such as stationary random fields, simulation of Gaussian stationary processes, time series for planar directions, large deviations approximations and results of information theory are presented. A detailed appendix containing complementary materials will assist the reader with many technical aspects of the book.

Erscheinungsdatum	29.07.2022
Reihe/Serie	World Scientific Series on Probability Theory and Its Applications ; 4
Verlagsort	Singapore
Sprache	englisch
Themenwelt	Mathematik / Informatik ► Mathematik
ISBN-10	981-12-5183-5 / 9811251835
ISBN-13	978-981-12-5183-2 / 9789811251832
Zustand	Neuware