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20202025
most citedThe interventional Bayesian Gaussian equivalent score for Bayesian causal inference with unknown soft interventions

2 citations · 4 across the 7 of their papers we have counts for

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stat.CO2024

Exact discovery is polynomial for certain sparse causal Bayesian networks

Felix L. Rios, Giusi Moffa, Jack Kuipers

Causal Bayesian networks are widely used tools for summarising the dependencies between variables and elucidating their putative causal relationships. By restricting the search to…

stat.CO2021

Bayesian structure learning and sampling of Bayesian networks with the R package BiDAG

Polina Suter, Jack Kuipers, Giusi Moffa +1

The R package BiDAG implements Markov chain Monte Carlo (MCMC) methods for structure learning and sampling of Bayesian networks. The package includes tools to search for a maximum…