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Filtering by: Advisor Modarres, Reza Committee Member Modarres, Reza Author Guo, Junchi Degree M.S.

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Multivariate Bernoulli Models and Generation Techniques

Description:

AbstractThe purpose of this thesis is to explore different modeling strategies for generation of high dimensional Bernoulli vectors. We discuss the basic properties of the Multivariate Bernoulli (MB) distribution and examine several existing models. Some methods in the literature, including fully...

Author:

Guo, Junchi

Keyword:

Mixture Model and Multivariate Bernoulli

GW Unit:

Statistics

Degree:

M.S.

Advisor:

Modarres, Reza

Committee Member(s):

Modarres, Reza and Mahmoud, Hosam

Resource Type:

Thesis or Dissertation