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Filtering by: Unit (Department) Mathematical Sciences

21. 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

22. A New Class of Elliptically Contoured Random Fields and Its Stochastic Orderings

Creator:: Chen, Boming
Advisor:: Peiris, Buddika
Publisher:: Worcester Polytechnic Institute
Date Created:: 2020-12-18
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Mathematical Sciences

23. Optimal Ensembles for Deep Learning: Theory and Practice

Keyword:: Deep Learning, Theory, Diversity, Application, Ensemble Learning, and Training Algorithm
Creator:: Li, Wenjing
Advisor:: Paffenroth, Randy Clinton
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-05-05
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Mathematical Sciences

24. Transfer Theory and Homology

Creator:: Cheng, Yu
Advisor:: Keane, Patrick Gerard
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-05-06
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Mathematical Sciences

25. 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

26. Application of Meta Analysis on ROC Curve

Creator:: Yang, Shuang
Advisor:: Peiris, Buddika
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-05-06
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Mathematical Sciences

27. Comparing ROC Curves on Multiclass Classification for Predicting Quality of Wine

Creator:: Zhang, Mengze
Advisor:: Peiris, Buddika
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-05-06
Resource Type:: Thesis
Degree:: MS
Unit (Department):: Mathematical Sciences

28. Minimization Tools in MATLAB

Creator:: Robinson, Lynnette R.
Advisor:: Tilley, Burt S.
Publisher:: Worcester Polytechnic Institute
Date Created:: 2020-05-18
Resource Type:: Report
Degree:: MS
Unit (Department):: Mathematical Sciences

29. Nonlinear Numerical Methods for Stochastic Differential Equations

Creator:: Dong, Yuchen
Advisor:: Zhang, Zhongqiang
Publisher:: Worcester Polytechnic Institute
Date Created:: 2020-08-13
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Mathematical Sciences

30. 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

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