Tag | Value |
---|---|
file | Assumptions_vufsw-ratio_of_variance-1377-en_vufsw-ratio_of_variance-1377-en |
name | vufsw-ratio of variance-1377-en |
section | assumptions/homogeneity of variance/ratio of variance |
type | schoice |
solution | FALSE, TRUE, FALSE, FALSE |
Type | interpreting output |
Program | calculator |
Language | English |
Level | statistical thinking |
Do your music tastes change as you get older? Field expects so and studies this by distinguishing two age groups in an experiment: young adults under 40 and older people, over 40 (variable: age). Both age groups are also randomly split into three smaller groups, and these have to listen to music by Fugazo, Abba, or Barf Grooks (variable: music). Each participant rates the music on a scale from -100 to +100 (variable: liking, a higher score means higher ‘liking’).
The ‘variance ratio’ is a way of exploring the assumption of the homogeneity of variances. In this study, 3 is the limit for how many times larger the largest ‘within-group’ variance may be relative to the smallest ‘within-group’ variance.
Variance ratio = largest ‘within-group variance’/ smallest within-group variance’
According to the ‘variance ratio’, is the assumption of homogeneity of variances met?