linear regression: interpretation of main effect when models includes interaction
52900
Interpreting main effect and interaction
68045
Explicit solution for linear regression with two predictors
75532
Beta coefficient interpretion with categorical and continuous predictors in a linear regression
111567
What if interaction wipes out my direct effects in regression?
60645
Including Interaction Terms in Random Forest
710
Importance of predictors in multiple regression: Partial $R^2$ vs. standardized coefficients
22668
Linear vs. nonlinear regression
75278
What is the effect of having correlated predictors in a multiple regression 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?
24455
Collinearity diagnostics problematic only when the interaction term is included
134513
Interaction terms in poisson regression
53816
Linear Regression With Groups vs. Points - Issue with Influence of Zeros
20805
Comparing mixed-effects and fixed-effects models (testing significance of random effects)
121094
Under which assumptions a regression can be interpreted causally?
109955
regression models and dummy variables
102771
The main effect will be non-significant if the interaction is significant?
126601
Does simple linear regression imply causation?