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Practical Time Series Forecasting with R: A Hands-On Guide [Third Edition] by Julia Polak at Abbey's Bookshop,
Practical Time Series Forecasting with R: A Hands-On Guide [Third Edition]
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Julia Polak Galit Shmueli

Practical Time Series Forecasting with R

A Hands-On Guide [Third Edition]

Julia Polak,  Galit Shmueli

$107.95   $96.71

Paperback

Not in-store but you can order this
How long will it take?
English
Axelrod Schnall Publishers
24 February 2024
Economic forecasting
Practical Time Series Forecasting with R: A Hands-On Guide, Third Edition provides an applied approach to time-series forecasting. Forecasting is an essential component of predictive analytics. The book introduces popular forecasting methods and approaches used in a variety of business applications. The book offers clear explanations, practical examples, and end-of-chapter exercises and cases. Readers will learn to use forecasting methods using the free open-source R software to develop effective forecasting solutions that extract business value from time series data.

This edition features the R fable package, full color, enhanced organization, and new material. It includes:

Popular forecasting methods including smoothing algorithms, regression models, ARIMA, neural networks, deep learning, and ensembles A practical approach to evaluating the performance of forecasting solutions A business-analytics exposition focused on linking time-series forecasting to business goals Guided cases for integrating the acquired knowledge using real data End-of-chapter problems to facilitate active learning Data, R code, and instructor materials on companion website Affordable and globally-available textbook, available in hardcover, paperback, and Kindle formats

Practical Time Series Forecasting with R: A Hands-On Guide, Third Edition is the perfect textbook for upper-undergraduate, graduate and MBA-level courses as well as professional programs in data science and business analytics. The book is also designed for practitioners in the fields of operations research, supply chain management, marketing, economics, information systems, finance, and management.
By:   ,
Imprint:   Axelrod Schnall Publishers
Dimensions:   Height: 254mm,  Width: 178mm,  Spine: 13mm
Weight:   445g
ISBN:   9780997847949
ISBN 10:   0997847948
Pages:   252
Publication Date:  
Audience:   General/trade ,  ELT Advanced
Format:   Paperback
Publisher's Status:   Active

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