What does multivariate regression get us that several univariate regressions do not?
118685
When do we use a multivariate regression?
44832
Multiple regression - Interpreting the plots
75278
What is the effect of having correlated predictors in a multiple regression model?
126294
In multiple regression, why are interactions modelled as products, and not something else, of the predictors?
39879
Should I remove non-significant variables from my regression model
710
Importance of predictors in multiple regression: Partial $R^2$ vs. standardized coefficients
92434
Hat matrix and leverages in classical multiple regression
99588
Multilevel multivariate meta-regression
108317
Do you ever center AND standardize variables in multiple regression?
39144
How does the correlation coefficient differ from regression slope?
156297
Why are the Least-Squares and Maximum-Likelihood methods of regression not equivalent when the errors are not normally distributed?
109955
regression models and dummy variables
56500
Diagonal straight lines in residuals vs fitted values plot for multiple regression
157430
In multiple regression, a coefficient gets opposite sign in subsample than in the full sample
89583
Transforming variables for multiple regression in R
26034
Choosing variables to include in a multiple linear regression model
118539
Is there an intuitive explanation why multicollinearity is a problem in linear regression?