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Inference for the Generalization Error

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Academic year: 2021

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Figure

Table 1: Summary description of the seven inference methods considered in relation to the rejection criteria shown in (12) or the condence interval shown in (13)
Table 2: Description of four simulations for the simple linear regression problem. In each of the four simulations, 1000 independent samples of size n where generated with  X ,  ,  ,  X2 and  Y2 j X as shown in the table
Table 3: Description of four simulations for the classication of two Gaussian populations problem
Figure 1: Powers of the tests about H 0 : n 2  A =  0 at level  = 0 : 1 for varying  0 for the regression problem
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