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12/10/2020
Exact Bayesian inference for level-set Cox processes
This paper proposes a class of multidimensional Cox processes in which t...
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07/11/2020
Exact Bayesian inference for diffusion driven Cox processes
In this paper we present a novel methodology to perform Bayesian inferen...
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06/17/2020
Multidimensional Bayesian IRT Model for Hierarchical Latent Structures
It is reasonable to consider, in many cases, that individuals' latent tr...
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06/17/2020
Exact and computationally efficient Bayesian inference for generalized Markov modulated Poisson processes
Statistical modeling of point patterns is an important and common proble...
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10/22/2019
Flexible Bayesian modelling in dichotomous item response theory using mixtures of skewed item curves
Most Item Response Theory (IRT) models for dichotomous responses are bas...
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06/25/2019
On the definition of likelihood function
We discuss a general definition of likelihood function in terms of Radon...
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11/12/2017
Bayesian linear regression models with flexible error distributions
This work introduces a novel methodology based on finite mixtures of Stu...
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09/22/2017