impute_below_if {naniar}

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)