data_personality_traits | R Documentation |
This dataset describes personality traits of 10 persons. The variables are the 6 traits Anxiety, Agoraphobia, Arachnophobia, Adventurous, Extraversion, and Sociability.
data("data_personality_traits")
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.
G. Hesamian, and Akbari, M. G. (2019), Principal component analysis based on intuitionistic fuzzy random variables, Computational and Applied Mathematics, 38(158), 1–14.
P.J. Rousseeuw (2022). Analyzing cellwise weighted data, ArXiv:2209.12697. (link to open access pdf)
data(data_personality_traits)
# For the examples in Rousseeuw (2022), see:
## Not run:
vignette("cellwise_weights_examples")
## End(Not run)
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