Description Usage Format Source Examples
The TVbo dataset comes from Bang and Olufsen company. The main purpose was to test products, specified by two attributes Picture and TVset. 15 different response variables (characteristics of the product) were assessed by trained panel list.
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Assessorfactor: numbering identifying assessors
TVsetfactor: attribute of the product
Picturefactor: attribute of the product
15 Characteristics of the productnumeric variables: Coloursaturation, Colourbalance, Noise, Depth, Sharpness, Lightlevel, Contrast, Sharpnessofmovement, Flickeringstationary, Flickeringmovement, Distortion, Dimglasseffect, Cutting, Flossyedges, Elasticeffect
Bang and Olufsen company
1 2 3 4 5 6 7 8 9 10 11 | ## import SensMixed package
library(SensMixed)
## convert some variables to factors in TVbo
TVbo <- convertToFactors(TVbo, c("Assessor", "Repeat", "Picture"))
## run automated selection process
res <- sensmixed(c("Coloursaturation", "Colourbalance"),
prod_effects = c("TVset", "Picture"),
assessor="Assessor", data=TVbo, MAM=FALSE)
res
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