2 papers
stat.ME2025
Discrete Sequential Barycenter Arrays: Representation, Approximation, and Modeling of Probability Measures
Alejandro Jara, Carlos Sing-Long
Constructing flexible probability models that respect constraints on key functionals -- such as the mean -- is a fundamental problem in nonparametric statistics. Existing approache…
stat.ME2024
Bayesian Copula Density Estimation Using Bernstein Yett-Uniform Priors
Nicolás Kuschinski, Richard Warr, Alejandro Jara
Probability density estimation is a central task in statistics. Copula-based models provide a great deal of flexibility in modelling multivariate distributions, allowing for the sp…