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Filtering by: Advisor Nandram, Balgobin Remove constraint Advisor: Nandram, Balgobin Collections Masters Theses Remove constraint Collections: Masters Theses Publisher Worcester Polytechnic Institute Remove constraint Publisher: Worcester Polytechnic Institute

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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
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
Bayesian Analysis of Crime Survey Data with Nonresponse

Keyword:

MCMC, Small Area Estimation, Bayesian Hierarchical Models, and Nonresponse

Creator:

Liu, Shiao

Advisor:

Nandram, Balgobin

Publisher:

Worcester Polytechnic Institute

Date Created:

2018-04-26

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Mathematical Sciences
Bayesian Analysis of Binary Sales Data for Several Industries

Keyword:

MCMC, beta-binomial, Empirical logistic transform, inna, time-series, and big data

Creator:

Chen, Zhilin

Advisor:

Nandram, Balgobin

Publisher:

Worcester Polytechnic Institute

Date Created:

2015-04-30

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Mathematical Sciences
Bayesian Logistic Regression Model with Integrated Multivariate Normal Approximation for Big Data

Keyword:

Markov Chain Monte Carlo, Multivariate Normal distribution, Empirical logistic transform, Parallel computing, and Metropolis Hastings sampler

Creator:

Fu, Shuting

Advisor:

Nandram, Balgobin

Publisher:

Worcester Polytechnic Institute

Date Created:

2016-04-28

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Mathematical Sciences
Bayesian Inference of a Finite Population under Selection Bias

Keyword:

Bayesian, Gibbs Sampler, size-biased sampling, and generalized gamma distribution

Creator:

Xu, Zhiqing

Advisor:

Nandram, Balgobin

Publisher:

Worcester Polytechnic Institute

Date Created:

2014-05-01

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Mathematical Sciences
Tests of Independence in a Single 2x2 Contingency Table with Random Margins

Keyword:

Likelihood ratio test and Bayes factor

Creator:

Yu, Yuan

Advisor:

Nandram, Balgobin

Publisher:

Worcester Polytechnic Institute

Date Created:

2014-05-01

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Mathematical Sciences
Incorporating survey weights into logistic regression models

Keyword:

Quasi-likelihood, Sampling weights, Multinomial logistic regression, Adjusted weights, and Binary logistic regression

Creator:

Wang, Jie

Advisor:

Nandram, Balgobin

Publisher:

Worcester Polytechnic Institute

Date Created:

2013-04-24

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Mathematical Sciences
A Bayesian Analysis of a Multiple Choice Test

Keyword:

Dirichlet Process Mixture, Item Response, and Markov Chain Monte Carlo

Creator:

Luo, Zhisui

Advisor:

Nandram, Balgobin

Publisher:

Worcester Polytechnic Institute

Date Created:

2013-04-24

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Mathematical Sciences
a Bayesian test of independence of two categorical variables obtianed from a small area : an application to BMD and BMI

Keyword:

categorical variables, Bayesian test, small area, and independence

Creator:

zhou, jingran

Advisor:

Nandram, Balgobin

Publisher:

Worcester Polytechnic Institute

Date Created:

2011-12-19

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Mathematical Sciences

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Nandram, Balgobin21

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