Necessary and sufficient conditions for the existence of $\alpha$-determinantal processes
Franck Maunoury (LPMA, LTCI)

TL;DR
This paper establishes the exact conditions under which $\alpha$-determinantal processes exist and are infinitely divisible, utilizing results from multivariate negative binomial and binomial distributions.
Contribution
It provides the first complete characterization of existence and infinite divisibility conditions for $\alpha$-determinantal processes.
Findings
Derived necessary and sufficient conditions for existence.
Characterized infinite divisibility of $\alpha$-determinantal processes.
Connected $\alpha$-determinantal processes with multivariate distributions.
Abstract
We give necessary and sufficient conditions for existence and infinite divisibility of -determinantal processes. For that purpose we use results on negative binomial and ordinary binomial multivariate distributions.
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Taxonomy
TopicsRandom Matrices and Applications · Point processes and geometric inequalities · Bayesian Methods and Mixture Models
