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Wang, Fangfang
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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
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
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
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Creator
Chen, Xinyu
1
Lockwood, Ashley
1
Xu, Zhiqing
1
Advisor
Nandram, Balgobin
3
Contributor
Arnold, Andrea N.
2
Choi, Jai Won
3
Katzoff, Myron
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Nandram, Balgobin
3
Peiris, Buddika
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Unit (Department)
Mathematical Sciences
3
Publisher
Worcester Polytechnic Institute
3
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Dissertation
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