EXCHANGEABLE PAIRS OF BERNOULLI RANDOM VARIABLES, KRAWTCHOUCK POLYNOMIALS, AND EHRENFEST URNS

被引:10
作者
Diaconis, Persi [2 ]
Griffiths, Robert [1 ]
机构
[1] Univ Oxford, Dept Stat, Oxford OX1 3TG, England
[2] Stanford Univ, Dept Stat, Stanford, CA 94305 USA
基金
美国国家科学基金会;
关键词
bivariate binomial distributions; correlation sequences; Ehrenfest urns; Krawtchouk polynomials; Lancaster distributions; BIVARIATE DISTRIBUTIONS; EXPANSIONS; THEOREM;
D O I
10.1111/j.1467-842X.2012.00654.x
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
This paper derives characterizations of bivariate binomial distributions of the Lancaster form with Krawtchouk polynomial eigenfunctions. These have been characterized by Eagleson, and we give two further characterizations with a more probabilistic flavour: the first as sums of correlated Bernoulli variables; and the second as the joint distribution of the number of balls of one colour at consecutive time points in a generalized Ehrenfest urn. We give a self-contained development of Krawtchouck polynomials and Eaglesons theorem.
引用
收藏
页码:81 / 101
页数:21
相关论文
共 30 条
  • [1] Aitken A.C., 1935, Proceedings of the Royal Society of Edinburgh, V55, P114
  • [2] Bakry D, 2008, LECT NOTES MATH, V1934, P295
  • [3] Examples comparing importance sampling and the metropolis algorithm
    Bassetti, Federico
    Diaconis, Persi
    [J]. ILLINOIS JOURNAL OF MATHEMATICS, 2006, 50 (01) : 67 - 91
  • [5] Interval estimation for a binomial proportion - Comment - Rejoinder
    Brown, LD
    Cai, TT
    DasGupta, A
    Agresti, A
    Coull, BA
    Casella, G
    Corcoran, C
    Mehta, C
    Ghosh, M
    Santner, TJ
    Brown, LD
    Cai, TT
    DasGupta, A
    [J]. STATISTICAL SCIENCE, 2001, 16 (02) : 101 - 133
  • [6] FINITE FORMS OF DE FINETTS THEOREM ON EXCHANGEABILITY
    DIACONIS, P
    [J]. SYNTHESE, 1977, 36 (02) : 271 - 281
  • [7] Gibbs sampling, exponential families and orthogonal polynomials
    Diaconis, Persi
    Khare, Kshitij
    Saloff-Coste, Laurent
    [J]. STATISTICAL SCIENCE, 2008, 23 (02) : 151 - 178
  • [8] Fast discrete polynomial transforms with applications to data analysis for distance transitive graphs
    Driscoll, JR
    Healy, DM
    Rockmore, DN
    [J]. SIAM JOURNAL ON COMPUTING, 1997, 26 (04) : 1066 - 1099
  • [9] A CHARACTERIZATION THEOREM FOR POSITIVE DEFINITE SEQUENCES ON KRAWTCHOUK POLYNOMIALS
    EAGLESON, GK
    [J]. AUSTRALIAN JOURNAL OF STATISTICS, 1969, 11 (01): : 29 - &
  • [10] POLYNOMIAL-EXPANSIONS OF BIVARIATE DISTRIBUTIONS
    EAGLESON, GK
    [J]. ANNALS OF MATHEMATICAL STATISTICS, 1964, 35 (03): : 1208 - &