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Characteristic functionals of Dirichlet measures
- Source :
- Electron. J. Probab.
- Publication Year :
- 2019
- Publisher :
- The Institute of Mathematical Statistics and the Bernoulli Society, 2019.
-
Abstract
- We compute characteristic functionals of Dirichlet-Ferguson measures 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.<br />31 pages, 3 figures
- Subjects :
- Statistics and Probability
Pure mathematics
62E10
Lauricella hypergeometric functions
Structure (category theory)
Dirichlet distribution
Lattice (discrete subgroup)
01 natural sciences
Measure (mathematics)
010104 statistics & probability
symbols.namesake
dynamical symmetry algebras
Lie algebra
FOS: Mathematics
Locally compact space
0101 mathematics
Mathematics
60E05 (Primary) 60G57, 62E10, 46F25, 33C65, 33C67 (Secondary)
Dirichlet–Ferguson measure
Probability (math.PR)
010102 general mathematics
33C65
33C67
Random measure
symbols
cycle index polynomials
60G57
Polish space
46F25
Statistics, Probability and Uncertainty
60E10
Mathematics - Probability
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Electron. J. Probab.
- Accession number :
- edsair.doi.dedup.....0977a7e4ee0a6c887fda56bb9a5a66e2