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
  • [1] MIXTURE OF DISTRIBUTIONS BASEDON THE MARKOV CHAIN
    Yeleyko, Ya. I.
    Yarova, O. A.
    CYBERNETICS AND SYSTEMS ANALYSIS, 2022, 58 (05) : 754 - 757
  • [2] Probability distributions for Markov chain based quantum walks
    Balu, Radhakrishnan
    Liu, Chaobin
    Venegas-Andraca, Salvador E.
    JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL, 2018, 51 (03)
  • [3] Markov chain-based degree distributions of evolving networks
    Kong, Xiang Xing
    Hou, Zhen Ting
    Shi, Ding Hua
    Chen, Quan Rong
    Zhao, Qing Gui
    ACTA MATHEMATICA SINICA-ENGLISH SERIES, 2012, 28 (10) : 1981 - 1994
  • [4] Markov chain-based degree distributions of evolving networks
    Xiang Xing Kong
    Zhen Ting Hou
    Ding Hua Shi
    Quan Rong Chen
    Qing Gui Zhao
    Acta Mathematica Sinica, English Series, 2012, 28 : 1981 - 1994
  • [5] Markov Chain-based Degree Distributions of Evolving Networks
    Xiang Xing KONG
    Zhen Ting HOU
    Ding Hua SHI
    Quan Rong CHEN
    Qing Gui ZHAO
    Acta Mathematica Sinica,English Series, 2012, (10) : 1981 - 1994
  • [6] Markov Chain-based Degree Distributions of Evolving Networks
    Xiang Xing KONG
    Zhen Ting HOU
    Ding Hua SHI
    Quan Rong CHEN
    Qing Gui ZHAO
    Acta Mathematica Sinica, 2012, 28 (10) : 1981 - 1994
  • [7] Asymptotics for Markov chain mixture detection
    Fitzpatrick, Matthew
    Stewart, Michael
    ECONOMETRICS AND STATISTICS, 2022, 22 : 56 - 66
  • [8] A MARKOV CHAIN DERIVATION OF DISCRETE DISTRIBUTIONS
    FOSTER, FG
    ANNALS OF MATHEMATICAL STATISTICS, 1952, 23 (04): : 624 - 627
  • [9] MIXING DISTRIBUTIONS ON A MARKOV-CHAIN
    AALEN, OO
    SCANDINAVIAN JOURNAL OF STATISTICS, 1987, 14 (04) : 281 - 289
  • [10] SPR-based Markov chain method for degree distributions of evolving networks
    Zhang, Xiaojun
    He, Zishu
    He, Zheng
    Rayman-Bacchus, Lez
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2012, 391 (11) : 3350 - 3358
12345