Using correlation to eliminate predictors?
97758
Is using correlation matrix to select predictors for regression correct?
118276
Multivariate multiple regression validation
123307
Ideas for outputting a prediction equation for Random Forests
70571
Obtaining covariance matrix from correlation matrix
50301
Is it meaningful to calculate Pearson or Spearman correlation between two Boolean vectors?
27227
Does standardising independent variables reduce collinearity?
27143
Detecting significant predictors out of many independent variables
9080
What is the benefit of breaking up a continuous predictor variable?
77655
Using percentiles as predictors - good idea?
156953
Pearson VS Deviance Residuals in logistic regression
118333
Predictor transformation in logistic regression
145177
Averaging correlation values
9930
Correlations between continuous and categorical (nominal) variables
45866
How to infer correlations from correlations
59668
Regression coefficients that flip sign after including other predictors
710
Importance of predictors in multiple regression: Partial $R^2$ vs. standardized coefficients
1348
Is there a difference between 'controlling for' and 'ignoring' other variables in multiple regression?