Time Series Analysis

Nonstationary and Noninvertible Distribution Theory

Nonfiction, Science & Nature, Mathematics, Statistics
Cover of the book Time Series Analysis by Katsuto Tanaka, Wiley
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Katsuto Tanaka ISBN: 9781119132134
Publisher: Wiley Publication: March 27, 2017
Imprint: Wiley-Interscience Language: English
Author: Katsuto Tanaka
ISBN: 9781119132134
Publisher: Wiley
Publication: March 27, 2017
Imprint: Wiley-Interscience
Language: English

Reflects the developments and new directions in the field since the publication of the first successful edition and contains a complete set of problems and solutions

This revised and expanded edition reflects the developments and new directions in the field since the publication of the first edition. In particular, sections on nonstationary panel data analysis and a discussion on the distinction between deterministic and stochastic trends have been added. Three new chapters on long-memory discrete-time and continuous-time processes have also been created, whereas some chapters have been merged and some sections deleted. The first eleven chapters of the first edition have been compressed into ten chapters, with a chapter on nonstationary panel added and located under Part I: Analysis of Non-fractional Time Series. Chapters 12 to 14 have been newly written under Part II: Analysis of Fractional Time Series. Chapter 12 discusses the basic theory of long-memory processes by introducing ARFIMA models and the fractional Brownian motion (fBm). Chapter 13 is concerned with the computation of distributions of quadratic functionals of the fBm and its ratio. Next, Chapter 14 introduces the fractional Ornstein–Uhlenbeck process, on which the statistical inference is discussed. Finally, Chapter 15 gives a complete set of solutions to problems posed at the end of most sections. This new edition features:

• Sections to discuss nonstationary panel data analysis, the problem of differentiating between deterministic and stochastic trends, and nonstationary processes of local deviations from a unit root

• Consideration of the maximum likelihood estimator of the drift parameter, as well as asymptotics as the sampling span increases

• Discussions on not only nonstationary but also noninvertible time series from a theoretical viewpoint

• New topics such as the computation of limiting local powers of panel unit root tests, the derivation of the fractional unit root distribution, and unit root tests under the fBm error

Time Series Analysis: Nonstationary and Noninvertible Distribution Theory, Second Edition, is a reference for graduate students in econometrics or time series analysis.

Katsuto Tanaka, PhD, is a professor in the Faculty of Economics at Gakushuin University and was previously a professor at Hitotsubashi University. He is a recipient of the Tjalling C. Koopmans Econometric Theory Prize (1996), the Japan Statistical Society Prize (1998), and the Econometric Theory Award (1999). Aside from the first edition of Time Series Analysis (Wiley, 1996), Dr. Tanaka had published five econometrics and statistics books in Japanese.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Reflects the developments and new directions in the field since the publication of the first successful edition and contains a complete set of problems and solutions

This revised and expanded edition reflects the developments and new directions in the field since the publication of the first edition. In particular, sections on nonstationary panel data analysis and a discussion on the distinction between deterministic and stochastic trends have been added. Three new chapters on long-memory discrete-time and continuous-time processes have also been created, whereas some chapters have been merged and some sections deleted. The first eleven chapters of the first edition have been compressed into ten chapters, with a chapter on nonstationary panel added and located under Part I: Analysis of Non-fractional Time Series. Chapters 12 to 14 have been newly written under Part II: Analysis of Fractional Time Series. Chapter 12 discusses the basic theory of long-memory processes by introducing ARFIMA models and the fractional Brownian motion (fBm). Chapter 13 is concerned with the computation of distributions of quadratic functionals of the fBm and its ratio. Next, Chapter 14 introduces the fractional Ornstein–Uhlenbeck process, on which the statistical inference is discussed. Finally, Chapter 15 gives a complete set of solutions to problems posed at the end of most sections. This new edition features:

• Sections to discuss nonstationary panel data analysis, the problem of differentiating between deterministic and stochastic trends, and nonstationary processes of local deviations from a unit root

• Consideration of the maximum likelihood estimator of the drift parameter, as well as asymptotics as the sampling span increases

• Discussions on not only nonstationary but also noninvertible time series from a theoretical viewpoint

• New topics such as the computation of limiting local powers of panel unit root tests, the derivation of the fractional unit root distribution, and unit root tests under the fBm error

Time Series Analysis: Nonstationary and Noninvertible Distribution Theory, Second Edition, is a reference for graduate students in econometrics or time series analysis.

Katsuto Tanaka, PhD, is a professor in the Faculty of Economics at Gakushuin University and was previously a professor at Hitotsubashi University. He is a recipient of the Tjalling C. Koopmans Econometric Theory Prize (1996), the Japan Statistical Society Prize (1998), and the Econometric Theory Award (1999). Aside from the first edition of Time Series Analysis (Wiley, 1996), Dr. Tanaka had published five econometrics and statistics books in Japanese.

More books from Wiley

Cover of the book Diabetes For Dummies, Mini Edition by Katsuto Tanaka
Cover of the book Geomechanics in CO2 Storage Facilities by Katsuto Tanaka
Cover of the book Creating the Perfect Cheese Plate In a Day For Dummies by Katsuto Tanaka
Cover of the book Microsoft Expression Web For Dummies by Katsuto Tanaka
Cover of the book Genetik by Katsuto Tanaka
Cover of the book Multi-Agent-Based Production Planning and Control by Katsuto Tanaka
Cover of the book Life Cycle Assessment of Energy Systems by Katsuto Tanaka
Cover of the book Sustainable Design of Research Laboratories by Katsuto Tanaka
Cover of the book Enhancing Trader Performance by Katsuto Tanaka
Cover of the book Assessment and Treatment of Sexual Offenders with Intellectual Disabilities by Katsuto Tanaka
Cover of the book Line Loss Analysis and Calculation of Electric Power Systems by Katsuto Tanaka
Cover of the book The Reminiscences of a Stock Operator Collection by Katsuto Tanaka
Cover of the book Succeeding at Assessment Centres For Dummies by Katsuto Tanaka
Cover of the book Statistik für Psychologen für Dummies by Katsuto Tanaka
Cover of the book Data Science and Big Data Analytics by Katsuto Tanaka
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy