bivarhr (version 0.1.5)

standardize_continuous: Standardize Continuous Columns

Description

Standardizes selected numeric columns using z-score or robust (median/MAD) methods. Binary columns (0/1) are left unchanged.

Usage

standardize_continuous(
  DT,
  cols,
  method = c("zscore", "robust"),
  center = TRUE,
  scale = TRUE
)

Value

A list with components:

DT

The standardized data.table.

scalers

A list of scaling parameters for each column.

Arguments

DT

A data.table or data.frame.

cols

Character vector of column names to standardize.

method

Character; either "zscore" or "robust".

center

Logical; whether to center the data.

scale

Logical; whether to scale the data.