Time Series Forecasting
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Forecasting: principles and practice
Author | : Rob J Hyndman |
Publisher | : OTexts |
Total Pages | : 380 |
Release | : 2018-05-08 |
Genre | : Business & Economics |
ISBN | : 0987507117 |
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Forecasting is required in many situations. Stocking an inventory may require forecasts of demand months in advance. Telecommunication routing requires traffic forecasts a few minutes ahead. Whatever the circumstances or time horizons involved, forecasting is an important aid in effective and efficient planning. This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly.
Forecasting: principles and practice Related Books
Language: en
Pages: 380
Pages: 380
Type: BOOK - Published: 2018-05-08 - Publisher: OTexts
Forecasting is required in many situations. Stocking an inventory may require forecasts of demand months in advance. Telecommunication routing requires traffic
Language: en
Pages: 665
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Type: BOOK - Published: 2018-05-04 - Publisher: Routledge
The book is a summary of a time series forecasting competition that was held a number of years ago. It aims to provide a snapshot of the range of new techniques
Language: en
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Type: BOOK - Published: 2020-12-03 - Publisher: John Wiley & Sons
Learn how to apply the principles of machine learning to time series modeling with this indispensable resource Machine Learning for Time Series Forecasting with
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Pages: 454
Type: BOOK - Published: 2022-11-15 - Publisher: Simon and Schuster
Build predictive models from time-based patterns in your data. Master statistical models including new deep learning approaches for time series forecasting. In
Language: en
Pages: 429
Pages: 429
Type: BOOK - Published: 2013-03-14 - Publisher: Springer Science & Business Media
Some of the key mathematical results are stated without proof in order to make the underlying theory acccessible to a wider audience. The book assumes a knowled