Work in progress
Human Behavioral XAI
(Un)interesting correlations: What are the chances that correlations lead to causation?
We use directed acyclic graphs (DAGs) to investigate the chances that two variables are causally connected, correlated, and that a covariate is inducing a correlation when controlled for.
Confirmation by Explanation: A Bayesian Justification of IBE
A justification of the Inference to the Best Explanation (IBE) by finding conditions under which the best explanation of evidence can provide a confirmatory boost for the hypotheses under consideration.