plot_pca_mfd function

Plot the harmonics of a pca_mfd object

plot_pca_mfd(pca, harm = 0, scaled = FALSE)

Arguments

• pca: A fitted multivariate functional principal component analysis (MFPCA) object of class pca_mfd.
• harm: A vector of integers with the harmonics to plot. If 0, all harmonics are plotted. Default is 0.
• scaled: If TRUE, eigenfunctions are multiplied by the square root of the corresponding eigenvalues, if FALSE the are not scaled and the all have unit norm. Default is FALSE

Returns

A ggplot of the harmonics/multivariate functional principal components contained in the object pca.

Examples

library(funcharts)
mfdobj <- data_sim_mfd()
pca_obj <- pca_mfd(mfdobj)
plot_pca_mfd(pca_obj)