generateOutliers {outqrf}R Documentation

Adds Outliers

Description

Adds Outliers

Usage

generateOutliers(data, p = 0.05, sd_factor = 5, seed = NULL)

Arguments

data

data.frame.

p

Proportion of outliers to add to data.

sd_factor

Each outlier is generated by shifting the original value by a realization of a normal random variable with sd_factor times the original sample standard deviation.

seed

An integer seed.

Value

data with some outliers.

Examples

generateOutliers(iris, p = 0.05, sd_factor = 5)

[Package outqrf version 1.0.0 Index]