Let (t_{k}) be the test outcome for the diseased ((k=1)) and nondiseased ((k=0)) subject. Show (a) (mathrm{AUC}=operatorname{Pr}left(t_{1}

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Let \(t_{k}\) be the test outcome for the diseased \((k=1)\) and nondiseased \((k=0)\) subject. Show

(a) \(\mathrm{AUC}=\operatorname{Pr}\left(t_{1} \geq t_{0}\right)\) if \(t_{k}\) is continuous;

(b) \(\mathrm{AUC}=\operatorname{Pr}\left(t_{1}>t_{0}\right)+\frac{1}{2} \operatorname{Pr}\left(t_{1}=t_{0}\right)\) if \(t_{k}\) is discrete.

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