Interactive Plotting for Functional Data Analyses

Produces Shiny applications for different types of popular functional data analyses. The functional data analyses are implemented in the refund package, then refund.shiny reads in the refund object and implements an object-specific set of plots based on the object class using S3.

refund.shiny

Interactive plots of functional data analyses.

The primary function is plot_shiny, which calls other functions depending on the class of the object. The supported classes are fpca for functional principal components analyses, mfpca for multilevel FPCA, lfpca for longitudinal FPCA, and fosr for function-on-scalar regression.

This paper describes the functionality in the package in detail.

Installation

To install the latest version directly from Github, please use:

install.packages("devtools")
devtools::install_github("refunders/refund.shiny")