Information Science and Statistics

The Practice of Time Series Analysis

Editors: Akaike, Hirotugu, Kitagawa, Genshiro (Eds.)

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About this book

Due to the introduction of the information criterion AIC and development of prac­ tical use of Bayesian modeling, the method of time analysis is now showing remarkable progress. In attempting the study of a new field the actual phenomenon is rarely so simple as to allow direct applications of existing methods of analysis or models. The real thrill of the statistical analysis lies in the process of developing a new model depending on the purpose and the characteristics of the object of the research. The purpose of this book ist.o introduce the readers to successful applications of the meth­ ods of time series analysis in a variety of fields, such as engineering, earth science, medical science, biology, and economics. The editors have been aware of the importance of cooperative research in sta­ tistical science and carried out various cooperative research projects in the area of time series analysis. The Institute of Statistical Mathematics was reorganized as an inter-university research institute in 1985 and the activities of the Institute have been organized to promote the cooperative researches as its central activity. This book is composed of the outcomes of cooperative researches developed within this environ­ ment and contains the results ranging from the pioneering realizations of statistical control to the latest consequences of time series modeling.

Table of contents (23 chapters)

  • Control of Boilers for Thermoelectric Power Plants by Means of a Statistical Model

    Nakamura, Hideo

    Pages 1-17

  • Feedback Analysis of a Living Body by a Multivariate Autoregressive Model

    Wada, Takao

    Pages 19-35

  • Factor Decomposition of Economic Time Series Fluctuations — Economic and statistical models in harmony —

    Fukuda, Kosei

    Pages 37-55

  • The Statistical Optimum Control of Ship Motion and a Marine Main Engine

    Ohtsu, Kohei

    Pages 57-77

  • High Precision Estimation of Seismic Wave Arrival Times

    Takanami, Tetsuo

    Pages 79-94

Buy this book

eBook $109.00
price for USA (gross)
  • ISBN 978-1-4612-2162-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $139.00
price for USA
  • ISBN 978-1-4612-7439-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
The Practice of Time Series Analysis
Editors
  • Hirotugu Akaike
  • Genshiro Kitagawa
Series Title
Information Science and Statistics
Copyright
1999
Publisher
Springer-Verlag New York
Copyright Holder
Springer-Verlag New York, Inc.
eBook ISBN
978-1-4612-2162-3
DOI
10.1007/978-1-4612-2162-3
Softcover ISBN
978-1-4612-7439-1
Series ISSN
1613-9011
Edition Number
1
Number of Pages
XVIII, 386
Topics