Large graphical models are precisely well-suited for this setting,” he added. “In modern parlance, they’re ‘generative AI’ for tabular data.” ...

A five-minute formula from Alexander Denev that takes you through a simple probabilistic graphical model and explains how and why these are used. Find out more about the ground-breaking book, ...

ANNA GOTTARD, GIOVANNI MARIA MARCHETTI, ALAN AGRESTI, Quasi-Symmetric Graphical Log-Linear Models, Scandinavian Journal of Statistics, Vol. 38, No. 3 (September 2011), pp. 447-465 ...

Journal of the Royal Statistical Society. Series B (Statistical Methodology), Vol. 70, No. 2 (2008), pp. 287-309 (23 pages) Log-linear models are a classical tool for the analysis of contingency ...