Conditional Intensity and Gibbsianness of Determinantal Point Processes |
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Authors: | Hans-Otto Georgii Hyun Jae Yoo |
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Affiliation: | (1) Mathematisches Institut der Universität München, Theresienstrae 39, München, 80333, Germany;(2) University College, Yonsei University, 134 Shinchon-dong, Seodaemoon-gu, Seoul, 120-749, Korea |
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Abstract: | The Papangelou intensities of determinantal (or fermion) point processes are investigated. These exhibit a monotonicity property expressing the repulsive nature of the interaction, and satisfy a bound implying stochastic domination by a Poisson point process. We also show that determinantal point processes satisfy the so-called condition ( ), which is a general form of Gibbsianness. Under a continuityassumption, the Gibbsian conditional probabilities can be identifiedexplicitly. |
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Keywords: | Determinantal point process fermion point process Gibbs point process open systems Papangelou intensity current fluctuations stochastic domination percolation |
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