Requirements Flashcards
One way ANOVA
1) one quantitative OV and one categorical PV with 2 or more categories
2) independent mutually exclusive samples
3) homogeneity of variances
4) residuals normally distributed
Factorial ANOVA / interaction
1) one quantitative OV and 2 or more categorical PVs with 2 or more categories
2) independent mutually exclusive samples
3) homogeneity of variances
4) residuals normally distributed
Normal regression
One quantitative OV and at least some quantitative PVs
1) independence of observations / samples
2) linear relationship between PV and OV
3) no influential outliers
4) homoscedasticity (error variances the same)
5) no multicollinearity
6) normality of residuals