Question: Please explain step by step and show all work. Shrinkage Estimator Consider a sample of size n = 8 0 generated by the model y

Please explain step by step and show all work.
Shrinkage Estimator
Consider a sample of size n=80 generated by the model y=0+1x1+2x2+dots..+20x20+ where N(0,12), and the non-zero coefficients are 3=3,19=2 while all other coefficients i=0 for
i3,19
(a) What is the key difference between Ridge regression and LASSO when applied to this dataset?
(b) What happens to the estimated coefficients for 3,and 19 under LASSO and Ridge regression as the penalty parameter increases?
(c) Why might ElasticNet be preferred over Ridge or LASSO in some cases?
Please explain step by step and show all work.

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