robCompositions (version 2.1.0)

bootnComp: 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

Value

Including other information in a list, the optimal number of components

Details

Heavily used internally in function impRZilr.

See Also

impRZilr

Examples

Run this code
# NOT RUN {
## we refer to impRZilr()

# }

Run the code above in your browser using DataCamp Workspace