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stat.AP2019
Compound Dirichlet Processes
Arrigo Coen, Beatriz Godínez-Chaparro
The compound Poisson process and the Dirichlet process are the pillar structures of Renewal theory and Bayesian nonparametric theory, respectively. Both processes have many useful…
stat.AP2019★ 4 cited
Modeling failures times with dependent renewal type models via exchangeability
Arrigo Coen, Luis Gutiérrez, Ramsés H. Mena
Failure times of a machinery cannot always be assumed independent and identically distributed, e.g. if after reparations the machinery is not restored to a same-as-new condition. F…