bootstrap_Rcpp {ddsPLS}

C++ implementation of the bootstrap operations

Description

Start the bootstrap operations. Should not be used by user.

Usage

bootstrap_Rcpp(
  U,
  V,
  X,
  Y,
  lambdas,
  lambda_prev,
  R,
  n_B,
  doBoot,
  n,
  p,
  q,
  N_lambdas,
  lambda0
)

Arguments

U

The weights for X part.

V

The weights for Y part.

X

The matrix of X part.

Y

The matrix of X part.

lambdas

The to be tested values for lambda.

lambda_prev

The previously selected values for lambda.

R

The number of components to build.

n_B

The number of bootstrap samples to generate and analyse.

doBoot

Wheteher do bootstrap operations.

n

The number of observations.

p

The number of variables of X part.

q

The number of variables of Y part.

N_lambdas

The number of to be tested values for lambda.

lambda0

The vector of lambda0