Time series analysis and its applications : with R examples / Robert H. Shumway, David S. Stoffer.
Contributor(s): Stoffer, David SMaterial type: TextLanguage: English Series: Springer texts in statisticsPublisher: New York : Springer, c2011Edition: 3rd edDescription: xi, 596 p. : ill. ; 25 cmISBN: 9781441978646; 9781441978653Subject(s): Time-series analysisDDC classification: 519 LOC classification: QA280 | .S585 2011Online resources: WorldCat details | Ebook Fulltext
|Item type||Current location||Collection||Call number||Copy number||Status||Date due||Barcode||Item holds|
|E-Book||EWU Library E-book||Non-fiction||519 SHT 2011 (Browse shelf)||Not for loan|
|Text||EWU Library Reserve Section||Non-fiction||519 SHT 2011 (Browse shelf)||C-1||Not For Loan||26618|
Browsing EWU Library shelves, Shelving location: E-book Close shelf browser
|No cover image available|
|519.57 BAD 2008 Design of comparative experiments /||519.57 MOD 2013 Design and analysis of experiments /||519 LAM 2015 Mixed effects models for the population approach :||519 SHT 2011 Time series analysis and its applications :||523.1 UNI 2008 Universe||530.11 FLS 1997 Six not-so-easy pieces :||530.12 EIQ 2002 Quantum physics of atoms, molecules, solids, nuclei, and particles /|
Includes bibliographical references and index.
Table of contents Characteristics of time series --
Time series regression and exploratory data analysis --
ARIMA models --
Spectral analysis and filtering --
Additional time domain topics --
State-space models --
Statistical methods in the frequency domain.
Time Series Analysis and Its Applications, presents a comprehensive treatment of both time and frequency domain methods with accompanying theory. Extensive examples illustrate solutions to climate change, monitoring a nuclear test ban treaty, evaluating the volatility of an asset, and more.