Time series analysis : with applications in R / Jonathan D. Cryer, Kung-Sik Chan.

By: Cryer, Jonathan DContributor(s): Chan, Kung-sikMaterial type: TextTextSeries: Springer texts in statisticsNew York : Springer, c2008Edition: 2nd edDescription: xiii, 491 p. : ill., map ; 25 cmContent type: txt Media type: computer Carrier type: online resourcesISBN: 0387759581 (acidfree paper); 9780387759586 (acidfree paper); 038775959X (ebook); 9780387759593 (ebook)Subject(s): Time-series analysis -- Data processing | R (Computer program language)DDC classification: 519.55/0285 LOC classification: QA280 | .C78 2008Online resources: Table of contents
Contents:
Introduction -- Fundamental concepts -- Trends -- Models for stationary time series -- Models for nonstationary time series -- Model specification -- Parameter estimation -- Model diagnostics -- Forecasting -- Seasonal models -- Time series regression models -- Time series models of heteroscedasticity -- Introduction to spectral analysis -- Estimating the spectrum -- Threshold models -- Appendix: an introduction to R.
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Includes bibliographical references (p. 477-486) and index.

Introduction -- Fundamental concepts -- Trends -- Models for stationary time series -- Models for nonstationary time series -- Model specification -- Parameter estimation -- Model diagnostics -- Forecasting -- Seasonal models -- Time series regression models -- Time series models of heteroscedasticity -- Introduction to spectral analysis -- Estimating the spectrum -- Threshold models -- Appendix: an introduction to R.

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