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

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