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Stationary random fields with linear regressions

Probability 2007-05-23 v1 Mathematical Physics math.MP Operator Algebras

Abstract

We analyze certain stationary fields with linear regressions and quadratic conditional variances. This classic probabilistic problem leads somewhat unexpectedly to stationary Markov processes closely tied to non-commutative probability through the q-Hermite polynomials.

Keywords

Cite

@article{arxiv.math/0008043,
  title  = {Stationary random fields with linear regressions},
  author = {Wlodzimierz Bryc},
  journal= {arXiv preprint arXiv:math/0008043},
  year   = {2007}
}

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13 pages