Question: Now, write a function that requires three inputs, namely,y (a T vector), X (a (T K) matrix), and lambda and then returns the Lasso

Now, write a function that requires three inputs, namely,y (a T vector), X

(a (T × K) matrix), and ’lambda‘ and then returns the Lasso estimator (a K vector) for a given penalization parameter λ. Recall that the intercept should not be penalized. Therefore, your function should indicate whether X contains a vector of ones as the first column, which should be exempt from the L1 penalty.

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