rrcov3way (version 0.6-1)

Kiers2001: Fictious data set of Kiers and Mechelen (2001).

Description

A fictitious data presented by Kiers and Mechelen (2001) to illustrate Tucker3 model: A set of six persons with scores on five response variables for four different situations. The response variables indicate to what extent each individual displays an emotional, sensitive, caring, thorough, or accurate behavior. The data set is represented as a 6 x 5 x 4 array. The data are chosen such that they correspond to a Tucker3 model with P=2, Q=2, R=2.

Usage

data(Kiers2001)

Format

A three-way array with dimension 6 x 5 x 4. The first dimension refers to the 6 persons. The second dimension refers to the five responce variables. The third dimension refers to four different situations.

References

Todorov, V., Simonacci, V., Gallo, M., and Di Palma, M. (2025). Robust tools for three-way component analysis of compositional data: The R package rrcov3way. Behaviormetrika. In press.

Examples

 data(Kiers2001)

 t3 <- Tucker3(Kiers2001, P=2, Q=2, R=2)
 t3
 t3$A
 t3$B
 t3$C
 t3$G
 plot(t3)
 plot(t3, which="jbplot", xlim=c(0, 2))