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The analysis of time series : an introduction with R

Author: Christopher Chatfield; Haipeng Xing
Publisher: Boca Raton, FL : CRC Press,Taylor & Francis Group, [2019]
Series: Texts in statistical science.
Edition/Format:   Print book : English : Seventh editionView all editions and formats
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Document Type: Book
All Authors / Contributors: Christopher Chatfield; Haipeng Xing
ISBN: 9781138066137 1138066133 9781498795630 1498795633
OCLC Number: 1091293604
Description: xv, 398 pages ; 25 cm.
Contents: Introduction --
Basic descriptive techniques --
Some linear time series models --
Fitting time series models 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 --
Volatility models --
Multivariate time series modelling --
Some more advanced topics --
Appendices.
Series Title: Texts in statistical science.
Responsibility: Chris Chatfield, Haipeng Xing.

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