naniar: impute_below_if – R documentation

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impute_below_if

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

Data Structures, Summaries, and Visualisations for Missing Data

v0.6.0

MIT + file LICENSE

Authors

Nicholas Tierney [aut, cre] (<https://orcid.org/0000-0003-1460-8722>), Di Cook [aut] (<https://orcid.org/0000-0002-3813-7155>), Miles McBain [aut] (<https://orcid.org/0000-0003-2865-2548>), Colin Fay [aut] (<https://orcid.org/0000-0001-7343-1846>), Mitchell O'Hara-Wild [ctb], Jim Hester [ctb], Luke Smith [ctb]

Initial release