Using AIC and BIC have the effect of choosing the lowest value of alpha, which is similar to performing ordinary linear regression ... the code above produces the following display of output tables ...

The second method is to use principal components analysis or partial least square regression instead of OLS regression, which can respectively reduce the variables to a smaller set with no ...

This project demonstrates how to implement simple linear regression from scratch using Python, without relying on libraries like Scikit-Learn. The implementation includes data preprocessing, model ...