The analysis of time series: An introduction - Couverture souple

Couverture souple

ISBN 10 : 0412224607 ISBN 13 : 9780412224607

Editeur : Chapman and Hall in association with Methuen

A propos du livre

Présentation de l'éditeur

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.

Présentation de l'éditeur

This book provides a comprehensive introduction to the theory and practice of time series analysis.
Topics include o ARIMA probability models o forecasting methods o spectral analysis o linear systems o state-space models o Kalman filter. Building on the success of earlier editions, the fourth edition serves as a valuable text for undergraduates and postgraduates taking courses in time series as well as provides an excellent resource for self-study.

Détails de l'édition

• Éditeur: Chapman and Hall in association with Methuen
• ISBN 10: 0412224607
• ISBN 13: 9780412224607
• Reliure: Broché
• Langue: anglais