delete_outliers: delete_outliers
In 1Edtrujillo1/udeploy: Back-end & Front-end functions

Description Usage Arguments Details Value Note Author(s)

Delete outliers from numeric or integer variables of a dataset

1	delete_outliers(df, factor_vars = NULL)

`df`	dataset to clean outliers
`factor_vars`	factor variables to delete outliers

This function allows you to delete outliers from numeric or integer variables of a dataset based on the z-score in function of the factor variables (or not)

"This function allows us to return original dataset without the outliers based on:"

if factor_vars = NULL we delete every outlier of the numeric and/or integer variable without carrying about the factor variables
if factor_vars is not NULL then the delete of the outliers is by every level of each factor variable selected.

The z-score indicates that when a observation has a z-score +-3 then is going to be a NA (to not affect the distribution of the variable)

Eduardo Trujillo

1Edtrujillo1/udeploy documentation built on July 13, 2021, 9:12 p.m.