check_winsorize: Check outliers and subsequent winsorization.

Description Usage Arguments Value

Description

Check outliers and subsequent winsorization.

Usage

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check_winsorize(data, var, id, time, probs = c(0.05, 0.95),
  na.rm = TRUE)

Arguments

data

Dataframe.

var

Variable of interest, object.

id

Individual id for panel data, object.

time

Time id for panel data, object.

probs

Probability cut-off for winsorization. Default is 5%.

na.rm

Default is TRUE.

Value

List with three elements: graph with comparison pre/after winsorization, dataframe with outliers and character vector with individual ids outliers.


umbertocollodel/umbcustom documentation built on Feb. 26, 2020, 11:28 a.m.