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Hierarchical BN parameter estimation

Hierarchical Multinomial-Dirichlet model for the estimation of conditional probability tables.
An algorithm for joint estimation of the conditional distributions belonging to the same conditional probability table.

A detailed description of the method can be found in Hierarchical estimation of parameters in Bayesian networks.

Information
Files CSDA-2019 code download
ICDM-2017 code download
Version3
Date14 February 2019
RequirementsR

Additional information

The development of this software has been supported by the Swiss NSF Grants Nos. IZKSZ2_162188.

Authors

Laura Azzimonti, PhD
Senior Lecturer-Researcher
 
Giorgio Corani, PhD
Senior Researcher