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On the asymptotic behavior of the Diaconis and Freedman's chain in a multidimensional simplex
Marc Peigne and Tat Dat TranAbstract
In this paper, we give out a setting of an Diaconis and Freedman's chain in a multidimensional simplex and consider its asymptotic behavior. By using techniques in random iterated functions theory and quasi-compact operators theory, we first give out some sufficient conditions which ensure the existence and uniqueness of an invariant probability measure. In some particular cases, we give out explicit formulas of the invariant probability density. Moreover, we completely classify all behaviors of this chain in dimensional two. Eventually, some other settings of the chain are discussed.
- Received:
- 03.06.20
- Published:
- 03.06.20
- MSC Codes:
- 60J05, 60F05
- Keywords:
- Iterated function systems, quasi-compact linear operators, absorbing compact set, invariant probability measure, invariant probability density