quantile_normalize_bart: Quantile normalization for predictors

In SoftBart: Implements the SoftBart Algorithm

Quantile normalization for predictors

Description

Performs a quantile normalization to each column of the matrix X.

Usage

quantile_normalize_bart(X)

Arguments

X	A design matrix, should not include a column for the intercept.

Value

A matrix X_norm such that each column gives the associated empirical quantile of each observation for each predictor.

Examples

X <- matrix(rgamma(100 * 10, shape = 2), nrow = 100)
X <- quantile_normalize_bart(X)
summary(X)

SoftBart documentation built on June 8, 2025, 9:40 p.m.