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Time series modelling with unobserved components
Time series modelling with unobserved components / Matteo M. Pelagatti
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Time series modelling with unobserved components
자료유형  
 전자책
 
n914301008
ISBN  
9781482225013 (electronic bk.)
ISBN  
1482225018 (electronic bk.)
ISBN  
9781482225006 (hardcover acid-free paper)
ISBN  
148222500X (hardcover acid-free paper)
미국회청구기호  
QA280-.P45 2015
DDC  
519.55-23
소장사항  
MAIN
저자명  
Pelagatti, Matteo M.
서명/저자  
Time series modelling with unobserved components / Matteo M. Pelagatti
형태사항  
1 online resource (xvii, 253 pages) : illustrations
초록/해제  
요약 :Despite the unobserved components model (UCM) having many advantages over more popular forecasting techniques based on regression analysis, exponential smoothing, and ARIMA, the UCM is not well known among practitioners outside the academic community. Time Series Modelling with Unobserved Components rectifies this deficiency by giving a practical overview of the UCM approach, covering some theoretical details, several applications, and the software for implementing UCMs. The book's first part discusses introductory time series and prediction theory. Unlike most other books on time series, this.
서지주기  
Includes bibliographical references.
내용주기  
완전내용Part 1 Statistical prediction and time series -- Statistical Prediction -- Time Series Concepts -- Part 2 Unobserved components -- Unobserved Components Model -- Regressors and Interventions -- Estimation -- Modelling -- Multivariate Models -- Part 3 Applications -- Business Cycle Analysis with UCM -- Case Studies -- Software for UCM.
일반주제명  
Time-series analysis
일반주제명  
Missing observations (Statistics)
일반주제명  
MATHEMATICS Applied.
일반주제명  
MATHEMATICS Probability & Statistics General.
일반주제명  
Missing observations (Statistics)
일반주제명  
Time-series analysis.
기타형태저록  
Print versionPelagatti, Matteo M. Time series modelling with unobserved components. Boca Raton : CRC Press, Taylor & Francis, [2016] 9781482225006 (DLC) 2015034564 (OCoLC)921142357
전자적 위치 및 접속  
 링크정보보기
Control Number  
yscl:139048
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