Regression estimate of the multidimensional probability density and its properties

Author:

Lapko A. V.,Lapko V. A.

Publisher

Allerton Press

Subject

Electrical and Electronic Engineering,Condensed Matter Physics,Instrumentation

Reference16 articles.

1. A. V. Lapko, V. A. Lapko, and I. A. Egorochkin, “Nonparametric Estimates of a Mixture of Probability Densities and their Application in the Pattern Recognition Problem,” Sist. Upravl. Inform. Tekhnol. 35(1), 60–64 (2009).

2. A. V. Lapko and V. A. Lapko, “Synthesis of the Structure of a Mixture of Nonparametric Estimates of the Probability Density of a Multidimensional Random Variable,” Sist. Upravl. Inform. Tekhnol. 43(1), 12–15 (2011).

3. E. Parzen, “On estimation of a probability density function and mode,” Ann. Math. Statist., 33(3), 1065–1076 (1962).

4. A. V. Lapko and V. A. Lapko, “Collective of Nonparametric Decision Functions in the Two-Alternative Problem of Pattern Recognition,” Sist. Upravl. Inform. Tekhnol. 37(3.1), 156–160 (2009).

5. A. V. Lapko and V. A. Lapko, “Development and Investigation of Two-Level Non-Parametric Estimators,” Avtometriya 46(1), 70–78 (2010) [Optoelectron., Instrum. Data Process. 46 (1), 56–63 (2010)].

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