Why avoid stepwise regression?
25539
Algorithms for automatic model selection
133443
Removing constant from the regression model
47453
Why will ridge regression not shrink some coefficients to zero like lasso?
33034
Why squared residuals instead of absolute residuals in OLS estimation?
2219
How do you deal with "nested" variables in a regression model?
131954
Choosing IRLS over gradient descent in logistic regression
11880
When is it ok to remove the intercept in a linear regression model?
11553
Why bother with the dual problem when fitting SVM?
153357
Why is step function not used in activation functions in machine learning?
97269
Non-significant intercept in regression with a two level factor in R
154994
Violation of linearity assumption in Logistic Regression
59695
How to force R to use a specified factor level as reference in a regression?
44881
Using lasso for feature selection, followed by a non-regularized regression
6983
Why should I avoid the For loop in Mathematica?
13863
Is it advisable to drop certain levels of a categorical variable?
9080
What is the benefit of breaking up a continuous predictor variable?
142875
Moderated regression: Why do we calculate a *product* term between the predictors?