Week 9 - ANOVA Flashcards
T-test
2 groups, 1 measure
Type 1 error
False alarm
Type 2 error
Miss. Say null when actually it is H1
F-statistic
Step 1 of ANOVA
ANOVA
Analysis of variance >2 groups
1-way ANOVA and 2-way ANOVA
Between groups + within groups designs. 1 DV, 2 IVs
Post-hoc tests
ANOVA finds significant differences, post-hoc tells us where!
Bonferroni
Significance level divided by number of t-tests eg. 0.05 / 2 = 0.025
Factorial ANOVA
1DV, multiple IVs
Interaction effect
Effect of 1 IV depends on level of 2nd IV eg. vitamins and exercise on health!
ANCOVA
2+ groups and covariate (control for 3rd variable)
MANOVA
2+ groups and multivariate (>1 DV)
MANCOVA
2+ groups, multivariate (>1 DV) and covariate (control 3rd variables)
Assumptions for t-test, ANCOVA etc.
Independent samples, normal distribution, homogeneity of regression slopes, linear and homogeneity of variance.
Homogeneity of regression slopes
No interactions