Problem 45 of 333HardStatisticsP045

Ridge regression bias-variance

Ridge: $\hat{\beta} = (X'X + \lambda I)^{-1} X'y$ . Does increasing $\lambda$ increase or decrease (a) bias, (b) variance, (c) MSE?
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