1. Why dummy variables?
2. Dummy variables standardization or not?
3. Dummy variables standardization in penalized regressions
Stackexchange::whether to rescale indicator / binary / dummy predictors for LASSO
- Most voted answer says Robert Tibshirani suggests to standardize all predictors, including dummies, in the penalized regression to let them receive fair penalties.