cellWise (version 2.5.3)

data_personality_traits: The personality traits data

Description

This dataset describes personality traits of 10 persons. The variables are the 6 traits Anxiety, Agoraphobia, Arachnophobia, Adventurous, Extraversion, and Sociability.

Usage

data("data_personality_traits")

Format

The data contains a list with two elements:

• X
  a \(10\) by \(6\) matrix of values describing \(6\) personality traits for each of the \(10\) participants.

• W
  a \(10\) by \(6\) matrix of cellwise weights. Each weight is the inverse of the length of the support of the membership function of the fuzzy number in the original data set.

References

P.J. Rousseeuw (2022). Analyzing cellwise weighted data, ArXiv:2209.12697. (link to open access pdf)

Examples

data(data_personality_traits)

# For the examples in Rousseeuw (2022), see:
if (FALSE) {
vignette("cellwise_weights_examples")
}