Conditional Independence Testing in Threevariate Bernulli Distribution

Student: Ilya Antonov

Faculty: Faculty of Informatics, Mathematics, and Computer Science (HSE Nizhny Novgorod)

Educational Programme: Applied Mathematics and Information Science (Bachelor)

Year of Graduation: 2024

In this paper, three tests for testing conditional independence (dependence) in the threevariate Bernoulli distribution are constructed. The properties of the constructed tests are analyzed. The application of this theory to the 0-1 graphical model identification problem is discussed.

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