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20182025
most citedThe interventional Bayesian Gaussian equivalent score for Bayesian causal inference with unknown soft interventions

2 citations · 5 across the 10 of their papers we have counts for

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Showing 2020Show all

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stat.ME2020

Learning Bayesian Networks from Ordinal Data

Xiang Ge Luo, Giusi Moffa, Jack Kuipers

Bayesian networks are a powerful framework for studying the dependency structure of variables in a complex system. The problem of learning Bayesian networks is tightly associated w…

math.ST2020

The Variance of Causal Effect Estimators for Binary V-structures

Jack Kuipers, Giusi Moffa

Adjusting for covariates is a well established method to estimate the total causal effect of an exposure variable on an outcome of interest. Depending on the causal structure of th…