Probabilistic Models
نویسنده
چکیده
5 Nonparametric estimation 12 5.1 A one-dimensional example . . . . . . . . . . . . . . . . . . . . . 13 5.2 Problems with the histogram approximation of p.d.f. . . . . . . . 15 5.3 Make your examples far-reaching . . . . . . . . . . . . . . . . . . 16 5.4 Kernel density estimation . . . . . . . . . . . . . . . . . . . . . . 16 5.5 Bandwidth selection . . . . . . . . . . . . . . . . . . . . . . . . . 17 5.6 Multivariate KDE . . . . . . . . . . . . . . . . . . . . . . . . . . 18
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