Is it possible that the interaction effect is significant while the individual effect(s) is not?
102771
The main effect will be non-significant if the interaction is significant?
80859
What happens when identical overlapping effects have their end-condition met?
55556
Should control variables be included in model if statistically insignificant?
57886
The order of variables in ANOVA matters, doesn't it?
132863
How do I interpret the results of a regression which involves interaction terms?
142149
Can you apply multiple net effects to a single target?
60645
Including Interaction Terms in Random Forest
20805
Comparing mixed-effects and fixed-effects models (testing significance of random effects)
52900
Interpreting main effect and interaction
7509
Realistically, does the i.i.d. assumption hold for the vast majority of supervised learning tasks?
41386
Should one be concerned about multi-collinearity when using non-linear models?
126601
Does simple linear regression imply causation?
98770
Significant figures vs. absolute error
95028
How can I get a significant overall ANOVA but no significant pairwise differences with Tukey's procedure?
27545
Can I probe cross-level interactions without random slope in a hierarchical linear model?
81547
Effect of switching response and explanatory variable in simple linear regression
1348
Is there a difference between 'controlling for' and 'ignoring' other variables in multiple regression?