The Analysis of Time Series
An Introduction, Sixth Edition
Seiten
2003
|
6th edition
CRC Press (Verlag)
978-1-138-74294-9 (ISBN)
CRC Press (Verlag)
978-1-138-74294-9 (ISBN)
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Since 1975, The Analysis of Time Series: An Introduction has introduced legions of statistics students and researchers to the theory and practice of time series analysis. With each successive edition, bestselling author Chris Chatfield has honed and refined his presentation, updated the material to reflect advances in the field, and presented interesting new data sets.
The sixth edition is no exception. It provides an accessible, comprehensive introduction to the theory and practice of time series analysis. The treatment covers a wide range of topics, including ARIMA probability models, forecasting methods, spectral analysis, linear systems, state-space models, and the Kalman filter. It also addresses nonlinear, multivariate, and long-memory models. The author has carefully updated each chapter, added new discussions, incorporated new datasets, and made those datasets available for download from www.crcpress.com. A free online appendix on time series analysis using R can be accessed at http://people.bath.ac.uk/mascc/TSA.usingR.doc.
Highlights of the Sixth Edition:
A new section on handling real data
New discussion on prediction intervals
A completely revised and restructured chapter on more advanced topics, with new material on the aggregation of time series, analyzing time series in finance, and discrete-valued time series
A new chapter of examples and practical advice
Thorough updates and revisions throughout the text that reflect recent developments and dramatic changes in computing practices over the last few years
The analysis of time series can be a difficult topic, but as this book has demonstrated for two-and-a-half decades, it does not have to be daunting. The accessibility, polished presentation, and broad coverage of The Analysis of Time Series make it simply the best introduction to the subject available.
The sixth edition is no exception. It provides an accessible, comprehensive introduction to the theory and practice of time series analysis. The treatment covers a wide range of topics, including ARIMA probability models, forecasting methods, spectral analysis, linear systems, state-space models, and the Kalman filter. It also addresses nonlinear, multivariate, and long-memory models. The author has carefully updated each chapter, added new discussions, incorporated new datasets, and made those datasets available for download from www.crcpress.com. A free online appendix on time series analysis using R can be accessed at http://people.bath.ac.uk/mascc/TSA.usingR.doc.
Highlights of the Sixth Edition:
A new section on handling real data
New discussion on prediction intervals
A completely revised and restructured chapter on more advanced topics, with new material on the aggregation of time series, analyzing time series in finance, and discrete-valued time series
A new chapter of examples and practical advice
Thorough updates and revisions throughout the text that reflect recent developments and dramatic changes in computing practices over the last few years
The analysis of time series can be a difficult topic, but as this book has demonstrated for two-and-a-half decades, it does not have to be daunting. The accessibility, polished presentation, and broad coverage of The Analysis of Time Series make it simply the best introduction to the subject available.
Introduction. Simple Descriptive Techniques. Probability Models for Time Series. Estimation in the Time Domain. Forecasting. Stationary Processes in the Frequency Domain. Spectral Analysis. Bivariate Processes. Linear Systems. State-Space Models and the Kalman Filter. Non-Linear Models. Multivariate Time-Series Modelling. Some Other Topics. Appendices.
| Erscheinungsdatum | 14.08.2017 |
|---|---|
| Zusatzinfo | 3 Tables, black and white; 44 Illustrations, black and white |
| Verlagsort | London |
| Sprache | englisch |
| Maße | 156 x 234 mm |
| Themenwelt | Mathematik / Informatik ► Mathematik |
| Wirtschaft ► Volkswirtschaftslehre ► Ökonometrie | |
| ISBN-10 | 1-138-74294-5 / 1138742945 |
| ISBN-13 | 978-1-138-74294-9 / 9781138742949 |
| Zustand | Neuware |
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