Practical Time Series Forecasting with R

Practical Time Series Forecasting with R
Author :
Publisher : Axelrod Schnall Publishers
Total Pages : 232
Release :
ISBN-10 : 9780997847918
ISBN-13 : 0997847913
Rating : 4/5 (18 Downloads)

Book Synopsis Practical Time Series Forecasting with R by : Galit Shmueli

Download or read book Practical Time Series Forecasting with R written by Galit Shmueli and published by Axelrod Schnall Publishers. This book was released on 2016-07-19 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Practical Time Series Forecasting with R: A Hands-On Guide, Second 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. Featuring improved organization and new material, the Second Edition also includes: - Popular forecasting methods including smoothing algorithms, regression models, and neural networks - 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 - A companion site with data sets, R code, learning resources, and instructor materials (solutions to exercises, case studies) - Globally-available textbook, available in both softcover and Kindle formats Practical Time Series Forecasting with R: A Hands-On Guide, Second 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, finance and management. For more information, visit forecastingbook.com


Practical Time Series Forecasting with R Related Books

Practical Time Series Forecasting with R
Language: en
Pages: 232
Authors: Galit Shmueli
Categories: Mathematics
Type: BOOK - Published: 2016-07-19 - Publisher: Axelrod Schnall Publishers

DOWNLOAD EBOOK

Practical Time Series Forecasting with R: A Hands-On Guide, Second Edition provides an applied approach to time-series forecasting. Forecasting is an essential
Practical Time Series Forecasting with R
Language: en
Pages: 250
Authors: Galit Shmueli
Categories: Business & Economics
Type: BOOK - Published: 2024-02-24 - Publisher: Axelrod Schnall Publishers

DOWNLOAD EBOOK

Practical Time Series Forecasting with R: A Hands-On Guide, Third Edition provides an applied approach to time-series forecasting. Forecasting is an essential c
Forecasting: principles and practice
Language: en
Pages: 380
Authors: Rob J Hyndman
Categories: Business & Economics
Type: BOOK - Published: 2018-05-08 - Publisher: OTexts

DOWNLOAD EBOOK

Forecasting is required in many situations. Stocking an inventory may require forecasts of demand months in advance. Telecommunication routing requires traffic
Practical Time Series Analysis
Language: en
Pages: 500
Authors: Aileen Nielsen
Categories: Computers
Type: BOOK - Published: 2019-09-20 - Publisher: O'Reilly Media

DOWNLOAD EBOOK

Time series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare,
Hands-On Time Series Analysis with R
Language: en
Pages: 438
Authors: Rami Krispin
Categories: Computers
Type: BOOK - Published: 2019-05-31 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

Build efficient forecasting models using traditional time series models and machine learning algorithms. Key FeaturesPerform time series analysis and forecastin