dot-standardize_data: Standardize data

In pense: Penalized Elastic Net S/MM-Estimator of Regression

Standardize data

Description

Standardize data

Usage

.standardize_data(
  x,
  y,
  intercept,
  standardize,
  robust,
  sparse,
  mscale_opts,
  location_rho = "bisquare",
  cc,
  target_scale_x = NULL,
  ...
)

Arguments

x	predictor matrix. Can also be a list with components x and y, in which case y is ignored.
y	response vector.
intercept	is an intercept included (i.e., should y be centered?)
standardize	standardize or not.
robust	use robust standardization.
location_rho	rho function for location estimate
cc	cutoff value for the rho functions used in scale and location estimates.
...	passed on to mlocscale().

Value

a list with the following entries:

pense documentation built on Feb. 16, 2023, 9:36 p.m.