Within-Sample Rank Normalization

Replaces each sample's feature values with their within-sample fractional ranks. Completely ordinal and batch-immune.

Usage

ws_rank(x)

Arguments

x

A numeric matrix (samples x features) or vector

Value

Matrix with values in (0,1] representing fractional ranks