Computes ALE for a specific FPC component.
Usage
fregre.ale(model, data, component, n.bins = 20)
Arguments
- model
A fitted fregre.lm or fregre.logistic model.
- data
An fdata object.
- component
Which FPC component (1-based).
- n.bins
Number of ALE bins (default 20).
Value
A list with bin_midpoints, ale_values, bin_edges,
bin_counts, and component.
Examples
# \donttest{
fd <- fdata(matrix(rnorm(500), nrow = 50), argvals = seq(0, 1, length.out = 10))
y <- rnorm(50)
fit <- fregre.lm(fd, y, ncomp = 3)
result <- fregre.ale(fit, fd, component = 1)
# }