Partition-valued random variates
March 31, 2022 — March 31, 2022
algebra
graphical models
machine learning
networks
PDEs
physics
point processes
probability
spatial
statistics
stochastic processes
uncertainty
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Random choices of sets into which to divide objects. A kind of dual to assigning objects to random categories. A placeholder, clearly.
1 References
James. 2005. “Bayesian Poisson Process Partition Calculus with an Application to Bayesian Lévy Moving Averages.” Annals of Statistics.
Kingman. 1978. “The Representation of Partition Structures.” Journal of the London Mathematical Society.
Pitman. 1995. “Exchangeable and Partially Exchangeable Random Partitions.” Probability Theory and Related Fields.