Index Catalog // Digital WPI

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

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

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

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

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

Keyword:: Continuous and Positively Skewed distribution, Logarithmic transformation, Noisy responses, GB2 distribution, Poverty, Hierarchical Bayesian, Metropolis Hastings alogrithm, Noninformative priors, Small Area Estimation, and Non-normality
Creator:: Manandhar, Binod
Advisor:: Nandram, Balgobin
Publisher:: Worcester Polytechnic Institute
Date Created:: 2017-04-26
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Mathematical Sciences

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