xscores: Estimate sample scores

In clickR: Semi-Automatic Preprocessing of Messy Data with Change Tracking for Dataset Cleaning

Estimate sample scores

Description

Calculates different scores to measure how much extreme are the different data points

Usage

xscores(x, type = "z")

Arguments

x	A vector
type	'z' calculates standard normal scores, 'z-out' calculates standard normal scores excluding each data point when computing the mean and the standard deviation, 't' calculates t scores, 'chisq' calculates chisquared scores, 'tukey' calculates scores based on the boxplot method, 'mad' calculates scores using median and mad instead of mean and sd.

Examples

xscores(iris$Sepal.Length, type="z-out")

clickR documentation built on April 3, 2025, 9:22 p.m.