Scientific journal

ISSN 1814-2400

INFORMATION SCIENCE AND CONTROL SYSTEMS

Lapko A. V., Lapko V. A.

АNALYSIS OF THE APPROXIMATION PROPERTIES OF THE REGRESSION ESTIMATE OF THE PROBABILITY DENSITY

Approximating properties of regression estimate of probability density depend on the size of statistical data and parametres of discretization procedure. The option of an optimal amount of sampling intervals of one-dimensional random variable codomain is justified in the article.

Keywords: the probability density, regression estimate, asymptotic properties, discretization procedure, a priori information