Characteristic functionals of Dirichlet measures

被引:3
作者
Dello Schiavo, Lorenzo [1 ]
机构
[1] Univ Bonn, Inst Angew Math, Bonn, Germany
关键词
Dirichlet distribution; Dirichlet-Ferguson measure; Lauricella hypergeometric functions; cycle index polynomials; dynamical symmetry algebras; FLEMING-VIOT PROCESSES; ENTROPIC MEASURE; LIE THEORY; CONVERGENCE; POISSON; SPACES;
D O I
10.1214/19-EJP371
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
We compute the characteristic functional of the Dirichlet-Ferguson measure over a locally compact Polish space and prove continuous dependence of the random measure on the parameter measure. In finite dimension, we identify the dynamical symmetry algebra of the characteristic functional of the Dirichlet distribution with a simple Lie algebra of type A. We study the lattice determined by characteristic functionals of categorical Dirichlet posteriors, showing that it has a natural structure of weight Lie algebra module and providing a probabilistic interpretation. A partial generalization to the case of the Dirichlet-Ferguson measure is also obtained.
引用
收藏
页码:1 / 38
页数:38
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