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Practical Time Series Forecasting with R

Jezik EngleskiEngleski
Knjiga Meki uvez
Knjiga Practical Time Series Forecasting with R Galit Shmueli
Libristo kod: 45216541
Nakladnici Storyfire Ltd, veljača 2024
Practical Time Series Forecasting with R: A Hands-On Guide, Third Edition provides an applied approa... Cijeli opis
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32.85 €
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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.

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Informacije o knjizi

Puni naziv Practical Time Series Forecasting with R
Autor Galit Shmueli
Jezik Engleski
Uvez Knjiga - Meki uvez
Datum izdanja 2024
Broj stranica 252
EAN 9780997847949
ISBN 0997847948
Libristo kod 45216541
Nakladnici Storyfire Ltd
Težina 445
Dimenzije 178 x 254 x 13

Kategorija

Economics, Finance, Business & Management > Economics > Economic forecasting
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