On a Method to Calculate Risk Function in a Problem of Identifying Groups of Multivariate Student Distributions*

Autor:	R. A. Abusev, N. V. Zhekina
Rok vydání:	2015
Předmět:	Statistics and Probability Pointwise Multivariate statistics ComputingMethodologies_PATTERNRECOGNITION Group (mathematics) Applied Mathematics General Mathematics Statistics Decision rule Mathematics Risk function
Zdroj:	Journal of Mathematical Sciences. 205:7-11
ISSN:	1573-8795 1072-3374
DOI:	10.1007/s10958-015-2223-x
Popis:	Construction of decision rules for group and pointwise classification is an important problem of image recognition theory. Depending on the initial information optimal and other statistical rules may be constructed, but in both cases classification errors are unavoidable. In the present paper the problem of calculation of the risk function of group classification is solved in the case of multivariate Student t-distribution.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::8c0f97a2e36d8d74933fa8ec8a4d12fc https://doi.org/10.1007/s10958-015-2223-x Zobrazit plný text záznamu Plný text ve formátu PDF