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Nandram, Balgobin
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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 Nonparametric Models for Multi-Stage Sample Surveys
Keyword:
nonparametric procedure
,
Bayes factor
,
robustness
,
sample survey
,
posterior propriety
,
Small Area Estimation
, and
Dirichlet process
Creator:
Yin, Jiani
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-27
Resource Type:
Dissertation
Degree:
PhD
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
A Sensitivity Analysis of a Nonignorable Nonresponse Model Via EM Algorithm and Bootstrap
Keyword:
Bootstrap
,
2X2 categorical tables
,
EM algorithm
,
Multinomial model
,
Bivariate binomial distribution
, and
Missing not at random
Creator:
Zong, Yujie
Advisor:
Bhadra, Dhiman
and
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2011-04-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Exploring the optimal Transformation for Volatility
Keyword:
Empirical Bayes
,
Box-Cox transformation
,
Bayes
,
Stochastic volatility
, and
Metropolis-Hastings algorithm
Creator:
Volfson, Alexander
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2010-04-29
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Sample Size Determination in Auditing Accounts Receivable Using a Zero-Inflated Poisson Model
Keyword:
sample size
and
Zero-Inflated Poisson
Creator:
Pedersen, Kristen E
Advisor:
Nandram, Balgobin
Publisher:
Worcester Polytechnic Institute
Date Created:
2010-04-28
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
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