Hands-On Time Series Analysis with R: Perform time series analysis and forecasting using R
Author:   Rami Krispin
Publisher:   Packt Publishing Limited
ISBN:  

9781788629157


Pages:   448
Publication Date:   31 May 2019
Format:   Paperback
Availability:   Available To Order   Availability explained
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Hands-On Time Series Analysis with R: Perform time series analysis and forecasting using R


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Author:   Rami Krispin
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
ISBN:  

9781788629157


ISBN 10:   1788629159
Pages:   448
Publication Date:   31 May 2019
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

Table of Contents Introduction to Time Series Analysis and R Working with Date and Time Objects The Time Series Object Working with zoo and xts Objects Decomposition of Time Series Data Seasonality Analysis Correlation Analysis Forecasting Strategies Forecasting with Linear Regression Forecasting with Exponential Smoothing Models Forecasting with ARIMA Models Forecasting with Machine Learning Models

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Author Information

Rami Krispin is a data scientist at a major Silicon Valley company, where he focuses on time series analysis and forecasting. In his free time, he also develops open source tools and is the author of several R packages, including the TSstudio package for time series analysis and forecasting applications. Rami holds an MA in Applied Economics and an MS in actuarial mathematics from the University of Michigan—Ann Arbor.

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