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Statistical Inference on Optimal Points to Evaluate Multi-State Classification Systems

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Figure

Figure 2.1: Example of a classification system in a medical setting where elements are either diseased or non-diseased
Figure 2.3: Different optimal points (in red) for the same CSF, determined by Equation 2.1
Figure 2.4: Three-class classifications for HIV example. Distributions of the NAA /Cr levels are plotted for ADC (black), NAS (red), and NEG (blue) as well as potential threshold values, θ 1 and θ 2 , used to determine a subject’s classification.
Figure 3.1: Plots of the di fference between right and left coverage probability (CP) for the delta method CIs around BC 3 , θ ∗ 1 , and θ ∗2 to consider the symmetry of the CIs for n j = 10 (dotted line), n j = 50 (dashed line), n j = 100 (dash-dot line),
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