funcharts: plot_pca_mfd – R documentation

Become an expert in R — Interactive courses, Cheat Sheets, certificates and more!

plot_pca_mfd

Plot the harmonics of a pca_mfd object

Plot the harmonics of a pca_mfd object

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

`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

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

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

Functional Control Charts

v1.0.0

GPL-3

Authors

Christian Capezza [cre, aut], Fabio Centofanti [aut], Antonio Lepore [aut], Alessandra Menafoglio [aut], Biagio Palumbo [aut], Simone Vantini [aut]

Initial release