Normal approximation for associated point processes via Stein's method with applications to determinantal point processes
We use Stein's method to provide non asymptotic \(L^1\) bounds to the normal for functionals of associated point processes. As for supporting tools, we use the connection between association and \(\alpha\)-mixing properties that was recently uncovered by [PDL17]. We apply our main results to de...
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Veröffentlicht in: | arXiv.org 2020-04 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | We use Stein's method to provide non asymptotic \(L^1\) bounds to the normal for functionals of associated point processes. As for supporting tools, we use the connection between association and \(\alpha\)-mixing properties that was recently uncovered by [PDL17]. We apply our main results to determinantal point processes which are known to be negatively associated. A potential application to point processes in the Laguerre-Gaussian family is also presented. |
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ISSN: | 2331-8422 |
DOI: | 10.48550/arxiv.1903.04116 |