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Filtering by: Contributor Arnold, Andrea N. Contributor Choi, Jai Won

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
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