2 papers
stat.ME2024
The diameter of a stochastic matrix: A new measure for sensitivity analysis in Bayesian networks
Manuele Leonelli, Jim Q. Smith, Sophia K. Wright
Bayesian networks are one of the most widely used classes of probabilistic models for risk management and decision support because of their interpretability and flexibility in incl…
stat.ME2018
Bayesian Networks, Total Variation and Robustness
Sophia K. Wright, Jim Q. Smith
Now that Bayesian Networks (BNs) have become widely used, an appreciation is developing of just how critical an awareness of the sensitivity and robustness of certain target variab…