bootstrapWrap {ddsPLS}

C++ wrapper for bootstrap function

Description

The wrapper used to start the bootstrap commands. Not to be used by the user.

Usage

bootstrapWrap(
  U,
  V,
  X,
  Y,
  lambdas,
  lambda_prev,
  R,
  n_B,
  doBoot = TRUE,
  n,
  p,
  q,
  n_lambdas,
  lambda0.
)

Arguments

U

matrix, weights X

V

matrix, weights Y

X

matrix

Y

matrix

lambdas

vector, the to be tested values for lambda

lambda_prev

vector, the previous selected values for lambda

R

integer, the desired number of components

n_B

integer, the number of bootstrap samples required

doBoot

boolean, whether or not perform bootstrap. Used to build the final model (FALSE)

n

integer, the number of observations

p

integer, the number of covariates

q

integer, the number of response variables

n_lambdas

integer, the number of to be tested lambdas

lambda0.

the vector of lambda0

Value

A list