Object

Title: Detection of Heterogeneity in Three-Dimensional DataSequences: Algorithm and Applications ; Обнаружение неоднородности в трехразмерныхпоследовательностях данных:алгоритм и приложения

Abstract:

We present a nonparametric algorithm which allows reducing the investigations of changes of the joint distribution of chronologically ordered multidimensional random sequence to the investigations of some one-dimensional conditional distributions. The algorithm is implemented with the statistical software package R. The action of the program is demonstrated on applications. The first one concerns the retrospective analysis of the changes in the concentration of chemical components of ground water preceding major seismic events. The second refers to the definition of cut-points in two-dimensional life time data sets of the imatinib-treated chronic myeloid leukemia patients.
; Мы представляем непараметрический алгоритм , позволяющий сводить исследование изменений совместного распределения многомерной случайной последовательности к исследованию некоторых одномерных условных распределений. Алгоритм реал изован в среде статистического языка R. Действие программы показано на двух приложениях : сейсмологическом и медицинском .

Date submitted:

22 .08 .2014

Date accepted:

10.11.2014 .

Identifier:

oai:noad.sci.am:135969

ISSN:

0131-4645

Language:

English

Journal or Publication Title:

Mathematical Problems of Computer Science

Volume:

42

URL:


Additional Information:

evhar@ipia.sci.am ; irinasafaryan@yandex.ru ; aram.nazaryan@gmail.com ; narineharutyunyan57 @gmail.com

Affiliation:

Institute for Informatics and Automation Problems

Country:

Armenia

Indexing:

ASCI

Object collections:

Last modified:

Mar 4, 2021

In our library since:

Jul 28, 2020

Number of object content hits:

5

All available object's versions:

https://noad.sci.am/publication/149578

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