How do I know when I should use a log transformation on a variable by multiple regression?
9444
In linear regression, when is it appropriate to use the log of an independent variable instead of the actual values?
105217
What test can I use to compare slopes from two or more regression models?
1348
Is there a difference between 'controlling for' and 'ignoring' other variables in multiple regression?
128756
How to interpret regression coefficients when outcome variable was transformed to $1 / \sqrt{Y}$?
111321
When should we discretize/bin continuous independent variables/features and when should not?
90302
How do we interpret the results of regression for log transformed data containing negative values, $\log(Y-\min(Y)+1)$?
44832
Multiple regression - Interpreting the plots
61468
Linear mixed effect model interpretation with log transformed dependent variable
81027
Standard errors for multiple regression coefficients?
105136
relation between $R^2$ of simple regression and multiple regression
30082
Using regression to prove that X is a necessary / condition condition for Y
79959
Choosing between transformations in logistic regression
126797
Elasticity of log-log regression
31884
How to interpret regression coefficients when response was transformed by the 4th root?
74282
Can I use PCA (or should I use regression) for testing the effect of multiple variables on one dependent variable?
40925
How to perform regression with different error variances
63498
How to split r-squared between predictor variables in multiple regression?