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06/08/2022
Likelihood-free Model Choice for Simulator-based Models with the Jensen–Shannon Divergence
Choice of appropriate structure and parametric dimension of a model in t...
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05/22/2022
Nonparametric likelihood-free inference with Jensen-Shannon divergence for simulator-based models with categorical output
Likelihood-free inference for simulator-based statistical models has rec...
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01/25/2016
Testing for Causality in Continuous Time Bayesian Network Models of High-Frequency Data
Continuous time Bayesian networks are investigated with a special focus ...
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10/04/2013
Labeled Directed Acyclic Graphs: a generalization of context-specific independence in directed graphical models
We introduce a novel class of labeled directed acyclic graph (LDAG) mode...
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09/25/2013