Mixture of Distributions Based on the Markov Chain

被引:0
作者
Ya. I. Yeleyko
O. A. Yarova
机构
[1] Ivan Franko National University of Lviv,
来源
Cybernetics and Systems Analysis | 2022年 / 58卷
关键词
Markov chain; matrix of transition probabilities; Kolmogorov criterion; normal distribution; mixture of distributions;
D O I
暂无
中图分类号
学科分类号
摘要
A Markov chain subject to the environmental data is considered. A mixture of distributions is found on the basis of Kolmogorov’s criterion. Empirical distribution functions are generated for the samples of normal distributions, the ergodic distribution of the Markov chain is found, and the mixture of distributions is determined.
引用
收藏
页码:754 / 757
页数:3
相关论文
共 50 条
  • [31] A Markov Chain Based Resource Prediction in Computational Grid
    Shi Lili
    Yang Shoubao
    Guo Liangmin
    Wu Bin
    FCST 2009: PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON FRONTIER OF COMPUTER SCIENCE AND TECHNOLOGY, 2009, : 119 - 124
  • [32] Research on Assembly Quality Evaluation Based on Markov Chain
    Lu Ji-ping
    Tang Shui-yuan
    Yan Yan
    Zhang Fa-ping
    Butt, Shahid I.
    2009 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-4, 2009, : 1366 - +
  • [33] Risk Analysis of Construction Projects Based on Markov Chain
    Zhang Sujiao
    2009 ASIA-PACIFIC CONFERENCE ON INFORMATION PROCESSING (APCIP 2009), VOL 1, PROCEEDINGS, 2009, : 514 - 517
  • [34] Analysis of credit ABS based on Markov chain approaches
    Liu, Fengming
    Song, Yingda
    FINANCE RESEARCH LETTERS, 2024, 71
  • [35] Dam Safety Monitoring Model Based on Markov Chain
    Wei Hai
    Yang Huashu
    Tian Deng-ping
    Wang Qi-he
    ADVANCES IN CIVIL ENGINEERING, PTS 1-6, 2011, 255-260 : 3626 - +
  • [36] On a mixture of unimodal distributions
    Kuznetsova, A. Ya.
    THEORY OF PROBABILITY AND ITS APPLICATIONS, 2007, 51 (03) : 535 - U14
  • [37] Analysis of Software Specifications Based on Statistics of Markov Chain
    Li, Sizhao
    Luo, Hongyin
    Li, Xiaochao
    Wong, W. Eric
    Guo, Donghui
    2013 IEEE INTERNATIONAL CONFERENCE ON ANTI-COUNTERFEITING, SECURITY AND IDENTIFICATION (ASID), 2013,
  • [38] A New Outlier Detection Algorithms based on Markov chain
    Yang, Jun
    Wang, YingLong
    ADVANCED RESEARCH ON MATERIAL ENGINEERING, ARCHITECTURAL ENGINEERING AND INFORMATIZATION, 2012, 366 : 456 - 459
  • [39] Weighted Markov Chain Based Aggregation of Biomolecule Orderings
    Sengupta, Debarka
    Maulik, Ujjwal
    Bandyopadhyay, Sanghamitra
    IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2012, 9 (03) : 924 - 933
  • [40] Improved Approach for Haplotype Inference Based on Markov Chain
    Wu, Ling-Yun
    Zhang, Ji-Hong
    Chan, Raymond
    OPTIMIZATION AND SYSTEMS BIOLOGY, PROCEEDINGS, 2008, 9 : 212 - +