pense (version 2.2.2)

.standardize_data: Standardize data

Description

Standardize data

Usage

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

Value

a list with the following entries:

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().