Polytopes Arising from Binary Multi-way Contingency Tables and Characteristic Imsets for Bayesian Networks

Polytopes Arising from Binary Multi-way Contingency Tables and Characteristic Imsets for Bayesian Networks

The main theme of this dissertation is the study of polytopes arising from binary multi-way contingency tables and characteristic imsets for Bayesian networks. Firstly, we study on three-way tables whose entries are independent Bernoulli ran- dom variables with canonical parameters under no three-wa...

Full description

Bibliographic Details
Main Author: Xi, Jing
Format: Others
Published: UKnowledge 2013
Subjects:
Sequential importance sampling
Conditional Poisson
Counting prob- lem
Learning Bayesian networks
Characteristic imset polytope
Statistics and Probability
Online Access:http://uknowledge.uky.edu/statistics_etds/5
http://uknowledge.uky.edu/cgi/viewcontent.cgi?article=1008&context=statistics_etds

Internet

http://uknowledge.uky.edu/statistics_etds/5
http://uknowledge.uky.edu/cgi/viewcontent.cgi?article=1008&context=statistics_etds

Similar Items