Couplings for determinantal point processes and their reduced Palm distributions with a view to quantifying repulsiveness
For a determinantal point process $X$ with a kernel $K$ whose spectrum is strictly less than one, Andr{\'e} Goldman has established a coupling to its reduced Palm process $X^u$ at a point $u$ with $K(u,u)>0$ so that almost surely $X^u$ is obtained by removing a finite number of points from $...
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Zusammenfassung: | For a determinantal point process $X$ with a kernel $K$ whose spectrum is
strictly less than one, Andr{\'e} Goldman has established a coupling to its
reduced Palm process $X^u$ at a point $u$ with $K(u,u)>0$ so that almost surely
$X^u$ is obtained by removing a finite number of points from $X$. We sharpen
this result, assuming weaker conditions and establishing that $X^u$ can be
obtained by removing at most one point from $X$, where we specify the
distribution of the difference $\xi_u:=X\setminus X^u$. This is used for
discussing the degree of repulsiveness in DPPs in terms of $\xi_u$, including
Ginibre point processes and other specific parametric models for DPPs. |
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DOI: | 10.48550/arxiv.1806.07347 |