Download EBOOK Forecasting with Exponential Smoothing: The State Space Approach PDF for free


Download EBOOK Forecasting with Exponential Smoothing: The State Space Approach PDF for free Category: Science & Geography
The author of the book: Rob J. Hyndman
Format files: PDF, EPUB, TXT, DOCX
The size of the: 195 KB
Language: English
ISBN-13: 9783540719168
Edition: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Date of issue: 3 September 2008

Description of the book "Forecasting with Exponential Smoothing: The State Space Approach":

Exponential smoothing methods have been around since the 1950s, and are still the most popular forecasting methods used in business and industry. However, a modeling framework incorporating stochastic models, likelihood calculation, prediction intervals and procedures for model selection, was not developed until recently. This book brings together all of the important new results on the state space framework for exponential smoothing. It will be of interest to people wanting to apply the methods in their own area of interest as well as for researchers wanting to take the ideas in new directions. Part 1 provides an introduction to exponential smoothing and the underlying PDF models. The essential details are given in Part 2, which also provide links to the most important papers in the literature. More advanced topics are covered in Part 3, including the mathematical properties of the models and extensions of the models for specific problems. Applications to particular domains are discussed in Part 4.

Download EBOOK Forecasting with Exponential Smoothing: The State Space Approach PDF for free


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Rob J. Hyndman

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Download EBOOK Forecasting with Exponential Smoothing: The State Space Approach PDF for free



Download EBOOK Forecasting with Exponential Smoothing: The State Space Approach for free

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