Cauchy-Stieltjes families with polynomial variance functions and generalized orthogonality
Probability
2019-12-30 v4 Combinatorics
Statistics Theory
Statistics Theory
Abstract
This paper studies variance functions of Cauchy-Stieltjes Kernel families generated by compactly supported centered probability measures. We describe several operations that allow us to construct additional variance functions from known ones. We construct a class of examples which exhausts all cubic variance functions, and provide examples of polynomial variance functions of arbitrary degree. We also relate Cauchy-Stieltjes Kernel families with polynomial variance functions to generalized orthogonality. Our main results are stated solely in terms of classical probability; some proofs rely on analytic machinery of free probability.
Keywords
Cite
@article{arxiv.1708.05343,
title = {Cauchy-Stieltjes families with polynomial variance functions and generalized orthogonality},
author = {Wlodzimierz Bryc and Raouf Fakhfakh and Wojciech Mlotkowski},
journal= {arXiv preprint arXiv:1708.05343},
year = {2019}
}
Comments
Minor typos corrected