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stat.ME2020
MCMC computations for Bayesian mixture models using repulsive point processes
Mario Beraha, Raffaele Argiento, Jesper Møller +1
Repulsive mixture models have recently gained popularity for Bayesian cluster detection. Compared to more traditional mixture models, repulsive mixture models produce a smaller num…
stat.ME2019
Modelling spine locations on dendrite trees using inhomogeneous Cox point processes
Heidi S. Christensen, Jesper Møller
Dendritic spines, which are small protrusions on the dendrites of a neuron, are of interest in neuroscience as they are related to cognitive processes such as learning and memory.…
stat.ME2016★ 2 cited
Determinantal point process models on the sphere
Jesper Møller, Morten Nielsen, Emilio Porcu +1
We consider determinantal point processes on the -dimensional unit sphere . These are finite point processes exhibiting repulsiveness and with moment properties det…