Description

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.

Stationary Stochastic Models: An Introduction

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Hardback by Riccardo Gatto

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This volume provides a unified mathematical introduction to stationary time series models and to continuous time stationary stochastic processes. The... Read more

    Publisher: World Scientific Publishing Co Pte Ltd
    Publication Date: 22/07/2022
    ISBN13: 9789811251832, 978-9811251832
    ISBN10: 9811251835

    Number of Pages: 416

    Non Fiction , Mathematics & Science , Education

    Description

    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.

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