Geodesic
On some nonparametric density function estimators in the statistical classification problem
Teoriâ veroâtnostej i ee primeneniâ, Tome 28 (1983) no. 4, pp. 691-699 Cet article a éte moissonné depuis la source Math-Net.Ru

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In the finite classification problem we construct the asymptotically optimal Bayesian decision procedure base don the Parzen's estimators of the unknown density function. For these estimators it is shown that the using of the variable band width gives some advantages in comparison with the constant one in the sense of the convergence rate of Bayesian risks. 
@article{TVP_1983_28_4_a6,
     author = {C. G. Hakubija},
     title = {On some nonparametric density function estimators in the statistical classification problem},
     journal = {Teori\^a vero\^atnostej i ee primeneni\^a},
     pages = {691--699},
     year = {1983},
     volume = {28},
     number = {4},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/TVP_1983_28_4_a6/}
}
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C. G. Hakubija. On some nonparametric density function estimators in the statistical classification problem. Teoriâ veroâtnostej i ee primeneniâ, Tome 28 (1983) no. 4, pp. 691-699. http://geodesic.mathdoc.fr/item/TVP_1983_28_4_a6/