Forecasting

Name: Forecasting
Price: 121.09 AUD
Availability: OutOfStock
ISBN: 9780987507143

Principles and Practice, the Pythonic Way

Rob J Hyndman, George Athanasopoulos

$142.95 $121.09

Paperback

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English

Otexts
31 May 2026

Economic forecasting; Probability & statistics; Programming & scripting languages: general

Additional authors:

Azul Garza, Cristian Challu, Max Mergenthaler, Kin G Olivares

Forecasting is required in many situations. Deciding whether to build another power generation plant in the next five years requires forecasts of future demand. Scheduling staff in a call centre next week requires forecasts of call volumes. Stocking an inventory requires forecasts of stock requirements. 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. Examples use Python with many data sets taken from the authors' own consulting experience.

In this Python edition, two new chapters have been added on neural networks and foundation forecasting models. The latest version of the book is freely available online at https: //OTexts.com/fpppy/

By: Rob J Hyndman, George Athanasopoulos
Imprint: Otexts
Dimensions: Height: 244mm, Width: 170mm, Spine: 25mm
Weight: 771g
ISBN: 9780987507143
ISBN 10: 0987507141
Pages: 490
Publication Date: 31 May 2026
Audience: General/trade , ELT Advanced
Format: Paperback
Publisher's Status: Active

Professor of Statistics Professor