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You are here: Home ▶ Limited-Time Offers ▶ Hands-On Time Series Analysis with R

Hands-On Time Series Analysis with R

August 7, 2020

Hands-On Time Series Analysis with R

With Hands-On Time Series Analysis with R, perform time series analysis and forecasting using R packages such as Forecast and h2o. Develop models and find patterns to create visualizations using the TSstudio and plotly packages. (Limited-time offer)

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

Download Free PDF / Read Online

Author(s): Rami Krispin
Publisher: Packt Publishing
Published: May 30, 2019
Format(s): Online
File size: –
Number of pages: 448
Download / View Link(s): This offer has ended.
Free as of 08/07/2020

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