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Filtering by: Advisor Nandram, Balgobin Contributor Wang, Fangfang

1. Bayesian Predictive Inference for a Study Variable Without Specifying a Link to the Covariates

Keyword:: small area estimation, stick-breaking prior, Bayesian predictive inference, survey weights, multinomial-Dirichlet model, and spatial modeling
Creator:: Lockwood, Ashley
Advisor:: Nandram, Balgobin
Publisher:: Worcester Polytechnic Institute
Date Created:: 2023-04-23
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Mathematical Sciences

2. Constraint Bayesian Inference for Count Data from Small Areas

Keyword:: Small Area Estimation, Unimodal Order Restrictions, Bayesian Statistics, Constraint Inference, and Multinomial Data
Creator:: Chen, Xinyu
Advisor:: Nandram, Balgobin
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-12-04
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Mathematical Sciences

3. Bayesian Predictive Inference for a Non-probability Sample with Binary Responses from Small Areas

Keyword:: Selectivity, Dirichlet Process, Double logistic regression, Bayesian hierarchical model, Small area estimation, and Metropolis - Hastings sampler
Creator:: Xu, Zhiqing
Advisor:: Nandram, Balgobin
Publisher:: Worcester Polytechnic Institute
Date Created:: 2020-09-09
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Mathematical Sciences