Central limit theorems for random walks on 0 that are associated with orthogonal polynomials
Central limit theorems are proved for Markov chains on the nonnegative integers that are homogeneous with respect to a sequence of orthogonal polynomials where the 3-term recurrence formula that defines the orthogonal polynomials has to satisfy some conditions. In particular, from the rate of convergence of the coefficients of the 3-term recurrence relation we get an estimation for the rate of convergence in the central limit theorems. The central limit theorems are applied to certain polynomial hypergroups, to birth and death random walks, and to isotropic random walks on infinite distance-transitive graphs and on certain finitely generated semigroups.
Year of publication: |
1990
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---|---|
Authors: | Voit, Michael |
Published in: |
Journal of Multivariate Analysis. - Elsevier, ISSN 0047-259X. - Vol. 34.1990, 2, p. 290-322
|
Publisher: |
Elsevier |
Keywords: | Central limit theorems rate of convergence orthogonal polynomials polynomial hypergroups birth and death random walks infinite distance-transitive graphs |
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