Forecasting: principles and practice

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
Language: en
Pages: 380
Authors: Rob J Hyndman
Categories: Business & Economics
Type: BOOK - Published: 2018-05-08 - Publisher: OTexts

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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
Time Series Prediction
Language: en
Pages: 665
Authors: Andreas S. Weigend
Categories: Social Science
Type: BOOK - Published: 2018-05-04 - Publisher: Routledge

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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
Machine Learning for Time Series Forecasting with Python
Language: en
Pages: 224
Authors: Francesca Lazzeri
Categories: Computers
Type: BOOK - Published: 2020-12-03 - Publisher: John Wiley & Sons

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Learn how to apply the principles of machine learning to time series modeling with this indispensable resource Machine Learning for Time Series Forecasting with
Time Series Forecasting in Python
Language: en
Pages: 454
Authors: Marco Peixeiro
Categories: Computers
Type: BOOK - Published: 2022-11-15 - Publisher: Simon and Schuster

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Build predictive models from time-based patterns in your data. Master statistical models including new deep learning approaches for time series forecasting. In
Practical Time Series Analysis
Language: en
Pages: 500
Authors: Aileen Nielsen
Categories: Computers
Type: BOOK - Published: 2019-09-20 - Publisher: O'Reilly Media

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Time series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare,