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04/24/2023
Differential Equations for Gaussian Statistical Models with Rational Maximum Likelihood Estimator
We study multivariate Gaussian statistical models whose maximum likeliho...
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05/19/2022
Classifying one-dimensional discrete models with maximum likelihood degree one
We propose a classification of all one-dimensional discrete statistical ...
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12/03/2020
Coloured Graphical Models and their Symmetries
Coloured graphical models are Gaussian statistical models determined by ...
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12/01/2020
The Maximum Likelihood Degree of Linear Spaces of Symmetric Matrices
We study multivariate Gaussian models that are described by linear condi...
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10/29/2020
Staged trees are curved exponential families
Staged tree models are a discrete generalization of Bayesian networks. W...
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04/21/2020
Multivariate boundary regression models
In this work, we consider a nonparametric regression model with one-side...
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03/14/2019