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Practical Time Series Forecasting with R: A Hands-On Guide [Third Edition]
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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
- ISBN-100997847948
- ISBN-13978-0997847949
- Publication dateFebruary 24, 2024
- LanguageEnglish
- Dimensions7 x 0.57 x 10 inches
- Print length250 pages
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Product details
- Publisher : Axelrod Schnall Publishers (February 24, 2024)
- Language : English
- Paperback : 250 pages
- ISBN-10 : 0997847948
- ISBN-13 : 978-0997847949
- Item Weight : 15.7 ounces
- Dimensions : 7 x 0.57 x 10 inches
- Best Sellers Rank: #906,693 in Books (See Top 100 in Books)
- #351 in Business Planning & Forecasting (Books)
- #470 in Business Statistics
- #1,133 in Statistics (Books)
About the author
Galit Shmueli is Distinguished Professor at the Institute of Service Science, National Tsing Hua University, Taiwan. She is also a visiting scholar at Academia Sinica's Institute of Statistical Science. Between 2011-2014 she was the SRITNE Chaired Professor of Data Analytics and Associate Professor of Statistics & Information Systems at the Indian School of Business. She is best known for her research and teaching in business analytics, with a focus on statistical and data mining methods for contemporary data and applications in information systems and healthcare.
Dr. Shmueli's research has been published in the statistics, management, information systems, and marketing literature. She authored/co-authored over ninety journal articles, books, textbooks and book chapters, including the popular textbook Data Mining for Business Intelligence and Practical Time Series Forecasting. Dr. Shmueli is an award-winning teacher and speaker on data analytics.
She has taught at Carnegie Mellon University, University of Maryland, the Israel Institute of Technology, Statistics.com and the Indian School of Business. Her experience spans business and engineering students and professionals, both online and on-ground. Dr. Shmueli teaches courses on data mining, statistics, forecasting, data visualization, and industrial statistics.
For more information, visit www.galitshmueli.com
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