expo.scale: Scaling functions for ExPosition.

In ExPosition: Exploratory Analysis with the Singular Value Decomposition

Scaling functions for ExPosition.

Description

expo.scale is a more elaborate, and complete, version of scale. Several text options are available, but more importantly, the center and scale factors are always returned.

Usage

expo.scale(DATA, center = TRUE, scale = TRUE)

Arguments

DATA	Data to center, scale, or both.
center	boolean, or (numeric) vector. If boolean or vector, it works just as scale.
scale	boolean, text, or (numeric) vector. If boolean or vector, it works just as scale. The following text options are available: 'z': z-score normalization, 'sd': standard deviation normalization, 'rms': root mean square normalization, 'ss1': sum of squares (of columns) equals 1 normalization.

Value

A data matrix that is scaled with the following attributes (see scale):

$`scaled:center`	The center of the data. If no center is provided, all 0s will be returned.
$`scaled:scale`	The scale factor of the data. If no scale is provided, all 1s will be returned.

Author(s)

Derek Beaton

ExPosition documentation built on April 13, 2025, 5:08 p.m.