impute_below_if: Scoped variants of 'impute_below'

In naniar: Data Structures, Summaries, and Visualisations for Missing Data

Scoped variants of impute_below

Description

impute_below operates on all variables. To only impute variables that satisfy a specific condition, use the scoped variants, impute_below_at, and impute_below_if.

Usage

impute_below_if(.tbl, .predicate, prop_below = 0.1, jitter = 0.05, ...)

Arguments

.tbl	data.frame
.predicate	A predicate function (such as is.numeric)
prop_below	the degree to shift the values. default is
jitter	the amount of jitter to add. default is 0.05
...	extra arguments

Value

an dataset with values imputed

Examples

airquality %>%
  impute_below_if(.predicate = is.numeric)

naniar documentation built on May 29, 2024, 1:43 a.m.