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

Palavra-chave:

Selectivity, Dirichlet Process, Double logistic regression, Bayesian hierarchical model, Small area estimation, and Metropolis - Hastings sampler

O Criador:

Xu, Zhiqing

Advisor:

Nandram, Balgobin

Editor:

Worcester Polytechnic Institute

Data Criada:

2020-09-09

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences
Constraint Bayesian Inference for Count Data from Small Areas

Palavra-chave:

Small Area Estimation, Unimodal Order Restrictions, Bayesian Statistics, Constraint Inference, and Multinomial Data

O Criador:

Chen, Xinyu

Advisor:

Nandram, Balgobin

Editor:

Worcester Polytechnic Institute

Data Criada:

2021-12-04

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences
A Bayesian Test of Independence for Two-way Contingency Tables Under Cluster Sampling

Palavra-chave:

Surrogate samples; Bayes factor; Hierarchical Baye

O Criador:

Bhatta, Dilli

Advisor:

Nandram, Balgobin

Editor:

Worcester Polytechnic Institute

Data Criada:

2013-04-19

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences