TY - JOUR
T1 - Couplings for determinantal point processes and their reduced Palm distributions with a view to quantifying repulsiveness
AU - Møller, Jesper
AU - O’Reilly, Eliza
PY - 2021
Y1 - 2021
N2 - For a determinantal point process (DPP) X with a kernel K whose spectrum is strictly less than one, André Goldman has established a coupling to its reduced Palm process at a point u with 0]> so that, almost surely, is obtained by removing a finite number of points from X. We sharpen this result, assuming weaker conditions and establishing that can be obtained by removing at most one point from X, where we specify the distribution of the difference. This is used to discuss the degree of repulsiveness in DPPs in terms of, including Ginibre point processes and other specific parametric models for DPPs.
AB - For a determinantal point process (DPP) X with a kernel K whose spectrum is strictly less than one, André Goldman has established a coupling to its reduced Palm process at a point u with 0]> so that, almost surely, is obtained by removing a finite number of points from X. We sharpen this result, assuming weaker conditions and establishing that can be obtained by removing at most one point from X, where we specify the distribution of the difference. This is used to discuss the degree of repulsiveness in DPPs in terms of, including Ginibre point processes and other specific parametric models for DPPs.
KW - Ginibre point process
KW - globally most repulsive determinantal point process
KW - isotropic determinantal point process on the sphere
KW - projection kernel
KW - stationary determinantal point process in Euclidean space
UR - http://www.scopus.com/inward/record.url?scp=85108717693&partnerID=8YFLogxK
U2 - 10.1017/jpr.2020.101
DO - 10.1017/jpr.2020.101
M3 - Journal article
SN - 0021-9002
VL - 58
SP - 469
EP - 483
JO - Journal of Applied Probability
JF - Journal of Applied Probability
IS - 2
ER -