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Filtering by: Contributor Nandram, Balgobin Creator Fu, Shuting

Bayesian Logistic Regression Model with Integrated Multivariate Normal Approximation for Big Data

Keyword:

Markov Chain Monte Carlo, Multivariate Normal distribution, Empirical logistic transform, Parallel computing, and Metropolis Hastings sampler

Creator:

Fu, Shuting

Advisor:

Nandram, Balgobin

Publisher:

Worcester Polytechnic Institute

Date Created:

2016-04-28

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Mathematical Sciences