Correlation Approach to Studying Dependent Discrete Probability Spaces

被引:0
|
作者
Lebedev, A. V. [1 ]
机构
[1] Lomonosov Moscow State Univ, Fac Mech & Math, Chair Probabil Theory, Moscow, Russia
关键词
independence; dependence; random event; discrete probability space; correlation coefficient; prime number; INDEPENDENT EVENTS;
D O I
10.3103/S0027132221010046
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The well-known problem of the absence of independent events in some discrete probability spaces (finite or countable) is considered. It is proposed to study such spaces using the minimum absolute value of the correlation coefficient of event indicators (in the case of a countable space, the infimum is taken). Examples of probability space with a prime number of equally possible outcomes, a finite space with weights and irrationality, a geometric space with a prime number of outcomes, and a countable space with probabilities given by the sum of three geometric progressions are considered.
引用
收藏
页码:9 / 15
页数:7
相关论文
共 50 条
  • [21] Probability density decomposition for conditionally dependent random variables modeled by vines
    Bedford, T
    Cooke, RM
    ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE, 2001, 32 (1-4) : 245 - 268
  • [22] Probability Density Decomposition for Conditionally Dependent Random Variables Modeled by Vines
    Tim Bedford
    Roger M. Cooke
    Annals of Mathematics and Artificial Intelligence, 2001, 32 : 245 - 268
  • [23] An approximation to the distribution of the product of two dependent correlation coefficients
    Pan, W
    Frank, K
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2004, 74 (06) : 419 - 443
  • [24] Approximation of Basic Probability Assignment in Dempster-Shafer Theory Based on Correlation Coefficient
    Shou, Yehang
    Deng, Xinyang
    Liu, Xiang
    Zheng, Hanqing
    Jiang, Wen
    2017 20TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION), 2017, : 535 - 541
  • [25] Removing Ocular Artifact in EEG with Canonical Correlation Analysis and Discrete Wavelet Transform
    Li, Ming-ai
    Mei, Yi-cheng
    Hao, Dong-mei
    INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND SOFTWARE ENGINEERING (AISE 2014), 2014, : 64 - 69
  • [26] Extremes Values of Discrete and Continuous Time Strongly Dependent Gaussian Processes
    Tan, Zhongquan
    Wang, Yuebao
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2013, 42 (13) : 2451 - 2463
  • [27] CORRELATION BETWEEN PERCENTAGE MATRICES - A NEW APPROACH
    CARBOGNIN, L
    TARONI, G
    COMPUTERS & GEOSCIENCES, 1991, 17 (04) : 477 - 488
  • [28] Replication procedure for grouped Sobol' indices estimation in dependent uncertainty spaces
    Gilquin, Laurent
    Prieur, Clementine
    Arnaud, Elise
    INFORMATION AND INFERENCE-A JOURNAL OF THE IMA, 2015, 4 (04) : 354 - 379
  • [29] Estimating the probability of simultaneous rainfall extremes within a region: a spatial approach
    Fawcett, Lee
    Walshaw, David
    JOURNAL OF APPLIED STATISTICS, 2014, 41 (05) : 959 - 976
  • [30] Correlation and principal component regression analysis for studying air quality and meteorological elements in Wuhan, China
    Song, Zhe
    Deng, Qinli
    Ren, Zhigang
    ENVIRONMENTAL PROGRESS & SUSTAINABLE ENERGY, 2020, 39 (01)