English

An iterative technique for bounding derivatives of solutions of Stein equations

Probability 2017-11-17 v2

Abstract

We introduce a simple iterative technique for bounding derivatives of solutions of Stein equations Lf=hEh(Z)Lf=h-\mathbb{E}h(Z), where LL is a linear differential operator and ZZ is the limit random variable. Given bounds on just the solutions or certain lower order derivatives of the solution, the technique allows one to deduce bounds for derivatives of any order, in terms of supremum norms of derivatives of the test function hh. This approach can be readily applied to many Stein equations from the literature. We consider a number of applications; in particular, we derive bounds for derivatives of any order of the solution of the general variance-gamma Stein equation.

Keywords

Cite

@article{arxiv.1510.02623,
  title  = {An iterative technique for bounding derivatives of solutions of Stein equations},
  author = {Christian Döbler and Robert E. Gaunt and Sebastian J. Vollmer},
  journal= {arXiv preprint arXiv:1510.02623},
  year   = {2017}
}

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46 pages