bootnComp {robCompositions} | R Documentation |
Bootstrap to find optimal number of components
Description
Combined bootstrap and cross validation procedure to find optimal number of PLS components
Usage
bootnComp(X, y, R = 99, plotting = FALSE)
Arguments
X |
predictors as a matrix |
y |
response |
R |
number of bootstrap replicates |
plotting |
if TRUE, a diagnostic plot is drawn for each bootstrap replicate |
Details
Heavily used internally in function impRZilr.
Value
Including other information in a list, the optimal number of components
Author(s)
Matthias Templ
See Also
Examples
## we refer to impRZilr()
[Package robCompositions version 2.4.1 Index]