Functional Time Series Analysis in R
This workshop aims to familiarize participants with available tools in R for analyzing time series of functional data objects. Topics will include visualization, forecasting, autocorrelation analysis, and change point analysis.
Learning outcomes include:
Preprocessing of functional data objects
Rainbow plots for visualization of functional time series
Forecasting models and model selection/goodness-of-fit
Change point analysis
Date and Time
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