MULTIVARIATE RANKING USING ELLIPTICAL PEELING

被引：0
|
作者：
Lyashko, S. I. [1 ]
Klyushin, D. A. [1 ]
Alexeyenko, V. V. [1 ]
机构：
[1] Taras Shevchenko Natl Univ Kyiv, Kiev, Ukraine
来源：
CYBERNETICS AND SYSTEMS ANALYSIS | 2013年 / 49卷 / 04期
关键词：
pattern recognition; cancer diagnostics; uncertainty; peeling; confidence ellipsoids; discriminant analysis; multivariate ranking;
D O I：
10.1007/s10559-013-9536-x
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
A new method of multivariate ordering using elliptical peeling on the basis of confidence ellipsoids is proposed. The statistical properties of the confidence ellipsoids are proved. The application of the method for the minimization of uncertainty under quadratic discriminant analysis, mode detection, and identification of outliers are described.
引用
收藏
页码：511 / 516
页数：6
相关论文
共 50 条
  • [1] Ranking Projects Using Multivariate Statistics
    de Oliveira, Karlson B.
    Moreira de Oliviera, Josyleuda Melo
    Holanda Filho, Raimir
    INNOVATIONS AND ADVANCED TECHNIQUES IN SYSTEMS, COMPUTING SCIENCES AND SOFTWARE ENGINEERING, 2008, : 293 - 298
  • [2] Directional Multivariate Ranking
    Wang, Nan
    Wang, Hongning
    KDD '20: PROCEEDINGS OF THE 26TH ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY & DATA MINING, 2020, : 85 - 94
  • [3] A MULTIVARIATE SOLUTION OF THE MULTIVARIATE RANKING AND SELECTION PROBLEM
    DUDEWICZ, EJ
    TANEJA, VS
    COMMUNICATIONS IN STATISTICS PART A-THEORY AND METHODS, 1981, 10 (18): : 1849 - 1868
  • [4] Multivariate elliptical truncated moments
    Arismendi, Juan C.
    Broda, Simon
    JOURNAL OF MULTIVARIATE ANALYSIS, 2017, 157 : 29 - 44
  • [5] ELLIPTICAL MULTIVARIATE-ANALYSIS
    VANPRAAG, BMS
    WESSELMAN, BM
    JOURNAL OF ECONOMETRICS, 1989, 41 (02) : 189 - 203
  • [6] MULTIVARIATE T AND RANKING PROBLEM
    FREEMAN, H
    KUZMACK, A
    MAURICE, R
    BIOMETRIKA, 1967, 54 : 305 - &
  • [7] Concomitants of multivariate order statistics from multivariate elliptical distributions
    Roozegar, Roohollah
    Jamalizadeh, Ahad
    Nematollahi, Alireza
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2016, 45 (03) : 722 - 738
  • [8] ENVELOPES FOR ELLIPTICAL MULTIVARIATE LINEAR REGRESSION
    Forzani, Liliana
    Su, Zhihua
    STATISTICA SINICA, 2021, 31 (01) : 301 - 332
  • [9] MULTIVARIATE-ANALYSIS OF ELLIPTICAL GALAXIES
    EFSTATHIOU, G
    FALL, SM
    MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY, 1984, 206 (02) : 453 - 464
  • [10] STOCHASTIC ORDERINGS OF MULTIVARIATE ELLIPTICAL DISTRIBUTIONS
    Yin, Chuancun
    JOURNAL OF APPLIED PROBABILITY, 2021, 58 (02) : 551 - 568
12345