What is most important in building a regression model?
22253
In what order should you do linear regression diagnostics?
65781
How is interpolation related to the concept of regression?
107491
What happens if the explanatory and response variables are sorted independently before regression?
52047
How can top principal components retain the predictive power on a dependent variable (or even lead to better predictions)?
98625
theoretical basis for logistic regression
28356
Rules of thumb for minimum sample size for multiple regression
102141
Hacking linear regression
148129
Definition and delimitation of regression model
30082
Using regression to prove that X is a necessary / condition condition for Y
97842
how to select the best non-linear model that represents the data?
47872
Should covariates that are not statistically significant be 'kept in' when creating a model?
710
Importance of predictors in multiple regression: Partial $R^2$ vs. standardized coefficients
9488
When conducting multiple regression, when should you center your predictor variables & when should you standardize them?
87990
Why are regression problems called "regression" problems?
4627
Optimizing a "black box" function: Linear Regression or Bayesian Optimization... what's the difference?
150631
Linear regression best polynomial (or better approach to use)?
7838
Coding categorical variables for regression