English

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