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05/11/2022
On Dependent Dirichlet Processes for General Polish Spaces
We study Dirichlet process-based models for sets of predictor-dependent ...
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09/08/2021
Grid-Uniform Copulas and Rectangle Exchanges: Bayesian Model and Inference for a Rich Class of Copula Functions
Copula-based models provide a great deal of flexibility in modelling mul...
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08/30/2021
Dependent Bayesian nonparametric modeling of compositional data using random Bernstein polynomials
We discuss Bayesian nonparametric procedures for the regression analysis...
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07/12/2020
The Dependent Dirichlet Process and Related Models
Standard regression approaches assume that some finite number of the res...
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11/16/2018