Tukey's Vacuum Cleaner
Returns the typical value from a unit-normal distribution
Identifies outliers in a numeric vector
Identifies and treats outliers in a two-way table
Pipe operator
vacuum: Tukey's Vacuum Cleaner
Returns the residuals of a two-way table after removing systemic effec...
An implementation of three procedures developed by John Tukey: FUNOP (FUll NOrmal Plot), FUNOR-FUNOM (FUll NOrmal Rejection-FUll NOrmal Modification), and vacuum cleaner. Combined, they provide a way to identify, treat, and analyze outliers in two-way (i.e., contingency) tables, as described in his landmark paper "The Future of Data Analysis", Tukey, John W. (1962) <https://www.jstor.org/stable/2237638>.