Jian Guo, Elizaveta Levina, George Michailidis, Ji Zhu, Graphical Models for Ordinal Data, Journal of Computational and Graphical Statistics, Vol. 24, No. 1 (MARCH 2015), pp. 183-204 ...

Topics include directed and undirected graphical models, exact and approximate inference methods, and supervised and unsupervised parameter and structure learning. Grades: Homework will involve both ...

Topics include directed and undirected graphical models, exact and approximate inference methods, and supervised and unsupervised parameter and structure learning. Grades: Homework will involve both ...

Model Selection and Estimation in the Gaussian Graphical Model. Ming Yuan and Yi Lin. Biometrika. Vol. 94, No. 1 (Mar., 2007), pp. 19-35 (17 pages) Published By: Oxford University Press. https://www.

Boasts process-modeling and repository tools that are accessible to business users. ... Provides a highly graphical process simulation tool. Integration with other Tibco middleware needs work.