Time Series Modelling with Unobserved Components

Time Series Modelling with Unobserved Components
Author :
Publisher : CRC Press
Total Pages : 274
Release :
ISBN-10 : 9781482225013
ISBN-13 : 1482225018
Rating : 4/5 (018 Downloads)

Book Synopsis Time Series Modelling with Unobserved Components by : Matteo M. Pelagatti

Download or read book Time Series Modelling with Unobserved Components written by Matteo M. Pelagatti and published by CRC Press. This book was released on 2015-07-28 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 o


Time Series Modelling with Unobserved Components Related Books

Time Series Modelling with Unobserved Components
Language: en
Pages: 274
Authors: Matteo M. Pelagatti
Categories: Mathematics
Type: BOOK - Published: 2015-07-28 - Publisher: CRC Press

DOWNLOAD EBOOK

Despite the unobserved components model (UCM) having many advantages over more popular forecasting techniques based on regression analysis, exponential smoothin
Forecasting, Structural Time Series Models and the Kalman Filter
Language: en
Pages: 574
Authors: Andrew C. Harvey
Categories: Business & Economics
Type: BOOK - Published: 1990 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

A synthesis of concepts and materials, that ordinarily appear separately in time series and econometrics literature, presents a comprehensive review of theoreti
Readings in Unobserved Components Models
Language: en
Pages: 472
Authors: Andrew Harvey
Categories: Business & Economics
Type: BOOK - Published: 2005-04-07 - Publisher: OUP Oxford

DOWNLOAD EBOOK

This volume presents a collection of readings which give the reader an idea of the nature and scope of unobserved components (UC) models and the methods used to
Analysis of Economic Time Series
Language: en
Pages: 495
Authors: Marc Nerlove
Categories: Business & Economics
Type: BOOK - Published: 2014-05-10 - Publisher: Academic Press

DOWNLOAD EBOOK

Analysis of Economic Time Series: A Synthesis integrates several topics in economic time-series analysis, including the formulation and estimation of distribute
Bayesian Forecasting and Dynamic Models
Language: en
Pages: 720
Authors: Mike West
Categories: Mathematics
Type: BOOK - Published: 2013-06-29 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

In this book we are concerned with Bayesian learning and forecast ing in dynamic environments. We describe the structure and theory of classes of dynamic models