bootstrapWrap: C++ wrapper for bootstrap function

In ddsPLS: Data-Driven Sparse Partial Least Squares

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

ddsPLS documentation built on May 29, 2024, 10:26 a.m.