Why do we conduct one-way ANOVA instead of jumping right into multiple comparisons if we have a simple, single main effect dataset?
14170
Do we need a global test before post hoc tests?
74282
Can I use PCA (or should I use regression) for testing the effect of multiple variables on one dependent variable?
33329
Can I make conclusions with two independent samples?
57886
The order of variables in ANOVA matters, doesn't it?
57827
How can I explain the intuition behind ANOVA?
42725
Why don't Bayesian methods require multiple testing corrections?
85543
A non-parametric repeated-measures multi-way Anova in R?
54925
Why do lme and aov return different results for repeated measures ANOVA in R?
32821
How to interpret F- and p-value in ANOVA?
83968
Does one need to adjust for multiple comparisons when using MANOVA?
1391
How will random effects with only 1 observation affect a generalized linear mixed model?
53762
Is it meaningful to identify interaction effect when a main effect in a model (main effects only, without interaction terms) is not significant?
65207
Why is ANOVA equivalent to linear regression?
95028
How can I get a significant overall ANOVA but no significant pairwise differences with Tukey's procedure?
91166
Why is ANOVA interaction no longer significant after including a covariate?
88962
Why does the p-value double when using two-tailed test compared to one-tailed one?
86632
Only binary predictors -- ANOVA, regression, or other?