rbin_quantiles: Quantile binning

In rsquaredacademy/rbin: Tools for Binning Data

Quantile binning

Description

Bin continuous data using quantiles.

Usage

rbin_quantiles(
  data = NULL,
  response = NULL,
  predictor = NULL,
  bins = 10,
  include_na = TRUE
)

## S3 method for class 'rbin_quantiles'
plot(x, print_plot = TRUE, ...)

Arguments

data	A data.frame or tibble.
response	Response variable.
predictor	Predictor variable.
bins	Number of bins.
include_na	logical; if TRUE, a separate bin is created for missing values.
x	An object of class rbin_quantiles.
print_plot	logical; if TRUE, prints the plot else returns a plot object.
...	further arguments passed to or from other methods.

Value

A tibble.

Examples

bins <- rbin_quantiles(mbank, y, age, 10)
bins

# plot
plot(bins)

rsquaredacademy/rbin documentation built on June 3, 2023, 6:07 p.m.