| normalizeQuantileSpline.list {aroma.light} | R Documentation |
Normalizes the empirical distribution of a set of samples to a target distribution. The samples may differ in size.
## S3 method for class 'list': normalizeQuantileSpline(X, xTarget=NULL, ...)
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(). |
Returns a list of normalized numeric vector of the same lengths as the
corresponding ones in the input matrix.
Missing values are excluded.
Values that are NA remain NA after normalization.
No new NAs are introduced.
Henrik Bengtsson, Statistics Department, University of California at Berkeley.
The target empirical distribution is calculated as the average
using *averageQuantile().
Each vector is normalized toward this target disribution using
*normalizeQuantileSpline.numeric().
*normalizeQuantileRank().