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scale a dataset using robust scaler and return a scaled dataframe, the median, the lower quantile (25% by default) and the upper quantile (75% by default) of each column

Source: R/data_scaler.R
robust_scaler.Rd

scale a dataset using robust scaler and return a scaled dataframe, the median, the lower quantile (25% by default) and the upper quantile (75% by default) of each column

Usage

robust_scaler(data, initial.imp = "sample", lower = 0.25, upper = 0.75)

Arguments

data

A data frame or tibble

initial.imp

The method for initial imputation. Can be "mean", "median" or "sample" (default).

lower

The lower quantile (25% by default)

upper

The upper quantile (75% by default)