Central limit theorems for hyperbolic spaces and Jacobi processes on $[0,\infty[$

Details Central limit theorems for hyperbolic spaces and Jacobi processes on $[0,\infty[$ Central limit theorems for hyperbolic spaces and Jacobi processes on $[0,\infty[$

2012-01-17

arxiv.org/abs/1201.3490v1

Mathematics

Probability

Scientific paper

We present a unified approach to a couple of central limit theorems for radial random walks on hyperbolic spaces and time-homogeneous Markov chains on the positive half line whose transition probabilities are defined in terms of the Jacobi convolutions. The proofs of all results are based on limit results for the associated Jacobi functions. In particular, we consider the cases where the first parameter (i.e., the dimension of the hyperbolic space) tends to infinity as well as the cases $\phi_{i\rho-\lambda}^{(\alpha,\beta)}(t)$ for small $\lambda$, and $\phi_{i\rho-n\lambda}^{(\alpha,\beta)}(t/n)$ for $n\to\infty$. The proofs of all these limit results are based on the known Laplace integral representation for Jacobi functions. Parts of the limit results for Jacobi functions and of the CLTs are known, other improve known ones, and other are completely new.

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