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Linear Modelinghard
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Consider a dataset where the leverage values hiih_{ii}hii​ for n=10n=10n=10 observations are given. Which of the following is a necessary property of the diagonal elements of the hat matrix H=X(XTX)−1XTH = X(X^TX)^{-1}X^TH=X(XTX)−1XT?