Question

For a linear model with a dependent variable Y and two independent variables X1 and X2, write out[1] the objective functions to be minimized for Ridge regression and LASSO regression. Denote b1 and b2 as regression coefficients for X1 and X2 respectively.

(a) Ridge Regression
(b) LASSO

Answer 1

Detailed solution is given in the attached image