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BAYESIAN PREDICTIVE INFERENCE WITH STICK-BREAKING PROCESSES AND SURVEY WEIGHTS

Creator:

Yang, Lingli

Advisor:

Nandram, Balgobin

Publisher:

Worcester Polytechnic Institute

Date Created:

2024-06-10

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences
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 WITH SURVEY WEIGHTS

Keyword:

Non-probability samples, Survey weights, Bayesian statistics, Normalized likelihood, and Selection bias

Creator:

Yang, Lingli

Advisor:

Nandram, Balgobin

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-05-06

Resource Type:

Thesis

Degree:

MS

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
Bayesian Predictive Inference for Nonprobability Samples

Keyword:

Superpopulation, Bayesian inference, and Spatial correlation

Creator:

Cao, Hanqi

Advisor:

Nandram, Balgobin

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-04-28

Resource Type:

Report

Degree:

MS

Unit (Department):

Mathematical Sciences
Bayesian Small Area Analyses of the Unrelated Question Design with Multiple Sensitive Questions

Keyword:

Markov chain Monte Carlo methods., Data masking, Hierarchical Bayesian model, Latent variables, Elicitation, Integrated nested normal approximation, Blocked Gibbs sampler, and Logistic regression

Creator:

Yu, Yuan

Advisor:

Nandram, Balgobin

Publisher:

Worcester Polytechnic Institute

Date Created:

2019-04-24

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

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

Keyword:

Surrogate samples; Bayes factor; Hierarchical Baye

Creator:

Bhatta, Dilli

Advisor:

Nandram, Balgobin

Publisher:

Worcester Polytechnic Institute

Date Created:

2013-04-19

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Mathematical Sciences
Bayesian Data Analysis For The Sovenian Plebiscite

Keyword:

Bayesian Data Analysis

Creator:

Padhy, Budhinath

Advisor:

Nandram, Balgobin

Publisher:

Worcester Polytechnic Institute

Date Created:

2011-04-28

Resource Type:

Report

Degree:

MS

Unit (Department):

Mathematical Sciences
A Bayesian Analysis of BMI Data of Children from Small Domains: Adjustment for Nonresponse

Keyword:

BMI; Bayesian; nonignorable nonresponse; small dom

Creator:

Zhao, Hong

Advisor:

Nandram, Balgobin

Publisher:

Worcester Polytechnic Institute

Date Created:

2006-12-21

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Mathematical Sciences

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Avcioglu-Ayturk, Mubeccel Didem1
Bai, Yan1
Bhatta, Dilli1
Cao, Hanqi1
Chen, Xinyu1
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Bhadra, Dhiman1
Mistry, Jamshed J.1
Nandram, Balgobin34

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Arnold, Andrea1
Arnold, Andrea N.2
Bejleri, Valbona1
Bhadra, Dhiman1
Choi, Jai Won9
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Mathematical Sciences34

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Worcester Polytechnic Institute34

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