plotting_numerical_buckets: plotting_numerical_buckets

In gloverd2/admr: Contains standard functions for Admiral Advance Analytics

Description

This function takes a numeric vector var_to_band and groups it into buckets which are useful for plotting. These groups have approximately equal weight Outliers are excluded/included using the include_outliers option. This function is built on prep_num_bin

Usage

plotting_numerical_buckets(
  var_to_band,
  n_bins = 25,
  weight = NULL,
  include_outliers = FALSE
)

Arguments

var_to_band	Vector[numeric] - vector of values to be binned
n_bins	numeric - Number of bins to split exposure into
weight	numeric - vector weight for observations
include_outliers	logical - should outliers be trimmed

Value

data.frame with columns bin [numeric]: numeric label of bin labels [character]: string output from prep_num_bin if called lower [numeric]: Min bound of the bin upper [numeric]: Max bound of the bin center [numeric] : Center of the bin - (upper + lower) / 2 width [numeric] : Width of the bin - (upper - lower)

Examples

plotting_numerical_buckets(var_to_band=runif(100), n_bins=10)

gloverd2/admr documentation built on Dec. 2, 2020, 11:16 p.m.