mean_mfd function

Mean Function for Multivariate Functional Data

Computes the mean function for a multivariate functional data object of class mfd.

mean_mfd(mfdobj)

Arguments

• mfdobj: An object of class mfd representing the multivariate functional data. It contains $N$ observations of a $p$-dimensional multivariate functional variable.

Returns

An mfd object representing the mean function of the input data. The output contains one observation, representing the mean function for each dimension of the multivariate functional variable.

Details

This function calculates the mean function for each dimension of the multivariate functional data by averaging the coefficients across all observations. The resulting object is a single observation containing the mean function for each dimension.

Examples

## Not run:

library(funcharts)
data(air)
mfdobj <- get_mfd_list(air)
mean_result <- mean_mfd(mfdobj)
plot_mfd(mean_result)
## End(Not run)