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SOLVED: 3. Locally Weighted Linear Regression and bias-variance tradeoff Consider dataset with data pcints (x;.Yi) x; €R" drawn from the following linear mocel:Yi = 0*TX; €i=12.nwhere € I5 a Gaussian noise and the star sign IS used t0 differentlate the true parameter from the estimators that wlIl be Introduced later Consicer the regularized Iinear egression as followsp() arg min #zv -X0" AIA; where / 2 ( is the regularized parameter Let X e R"*e denote the matrix obtained by stacking x/" in
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