Is one supposed to centre binary variables before performing a LASSO regression analysis?
67559
Ridge\Lasso -- Standardization of dummy indicators
86632
Only binary predictors -- ANOVA, regression, or other?
1980
Question on how to normalize regression coefficient
36335
When wouldn't I use LASSO for model selection?
40108
standardising non normally distributed predictors for regression
34324
How would you deal with a bimodally distributed predictor variable in bivariate logistic regression?
95262
Can I still use logistic regression if some variables are not applied to all the observational units?
6454
Perform feature normalization before or within model validation?
107491
What happens if the explanatory and response variables are sorted independently before regression?
9757
Logistic regression with binary dependent and independent variables
158317
Understanding Lasso Regression's sparsity geometrically
101354
When LASSO selects only parts of a categorical variable?
55662
How to use principal components analysis to select variables for regression?
25322
Regression in $p>n$ setting: how to choose regularization method (Lasso, PLS, PCR, ridge)?
108556
Standardization vs. Normalization for Lasso/Ridge Regression
14701
Ridge & LASSO norms
150717
How to avoid log(0) term in regression