Bayesian Graphical Regression
Sign Up to like & getrecommendations! Published in 2019 at "Journal of the American Statistical Association"
DOI: 10.1080/01621459.2017.1389739
Abstract: ABSTRACT We consider the problem of modeling conditional independence structures in heterogenous data in the presence of additional subject-level covariates—termed graphical regression. We propose a novel specification of a conditional (in)dependence function of covariates—which allows… read more here.
Keywords: graphical regression; medicine; regression; level ... See more keywords
Bayesian Graphical Games for Synchronization in Networks of Dynamical Systems
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Control of Network Systems"
DOI: 10.1109/tcns.2019.2927201
Abstract: In this paper, differential games with incomplete information, or Bayesian games, are formulated for multiagent continuous-time dynamical systems in a communication graph. These new Bayesian graphical games model the situation where the agents are uncertain… read more here.
Keywords: synchronization networks; bayesian graphical; dynamical systems; graphical games ... See more keywords