normalizeQuantileSpline.list {aroma.light}R Documentation

Normalizes the empirical distribution of a set of samples to a target distribution

Description

Normalizes the empirical distribution of a set of samples to a target distribution. The samples may differ in size.

Usage

## S3 method for class 'list':
normalizeQuantileSpline(X, xTarget=NULL, ...)

Arguments

X a list with numeric vectors. The vectors may be of different lengths.
xTarget The target empirical distribution. If NULL, the target distribution is calculated as the average empirical distribution of the samples.
... Passed to normalizeQuantileSpline.numeric().

Value

Returns a list of normalized numeric vector of the same lengths as the corresponding ones in the input matrix.

Missing values

Missing values are excluded. Values that are NA remain NA after normalization. No new NAs are introduced.

Author(s)

Henrik Bengtsson, Statistics Department, University of California at Berkeley.

See Also

The target empirical distribution is calculated as the average using *averageQuantile(). Each vector is normalized toward this target disribution using *normalizeQuantileSpline.numeric(). *normalizeQuantileRank().


[Package aroma.light version 1.10.0 Index]