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Start Over Degree PHD Committee Member Bruce G Lindsay

2. MIXTURE INFERENCE AT THE EDGE OF IDENTIFIABILITY

open_access
Open Access
Author:
KIM, DAEYOUNG
Title:
MIXTURE INFERENCE AT THE EDGE OF IDENTIFIABILITY
Graduate Program:
Statistics
Keywords:
Local identifiability
Asymptotic identifiability
Nonidentifiability
Finite mixture models
Estimation of parameters
Labelling confidence
File:
Download Dissertation_DaeyoungKim_.pdf
Committee Members:
Bruce G Lindsay, Committee Chair/Co-Chair
Thomas P Hettmansperger, Committee Member
Bing Li, Committee Member
Jia Li, Committee Member
James Z Wang, Committee Member

3. Matrix Distances With their Application to Finding Directional Deviations from normality in High-Dimensional Data

open_access
Open Access
Author:
Hui, Guodong
Title:
Matrix Distances With their Application to Finding Directional Deviations from normality in High-Dimensional Data
Graduate Program:
Statistics
Keywords:
non-normal direction
quadratic distance
eigenanalysis
Fisher information
projection pursuit
mixture model
File:
Download phd_thesis_guodong_hui.pdf
Committee Members:
Bruce G Lindsay, Committee Chair/Co-Chair
Thomas P Hettmansperger, Committee Member
Runze Li, Committee Member
Jesse Louis Barlow, Committee Member

4. Variable Selection and Regularized Mixture Modeling for Clustering

open_access
Open Access
Author:
Lee, Hyang Min
Title:
Variable Selection and Regularized Mixture Modeling for Clustering
Graduate Program:
Statistics
Keywords:
Modal EM
Ridgeline EM
Wrapper method
Aggregated distinctiveness
Gaussian mixture models
Covariance shrinkage
BIC-type penalized log-likelihood
Mixture model based clustering
Model regularization
File:
Download Hyang_Min_Lee-Dissertation.pdf
Committee Members:
Jia Li, Dissertation Advisor/Co-Advisor
Jia Li, Committee Chair/Co-Chair
Bruce G Lindsay, Committee Member
Donald Richards, Committee Member
Peng Liu, Committee Member

5. False Discovery Rates when the Statistics are Discrete

open_access
Open Access
Author:
Dialsingh, Isaac
Title:
False Discovery Rates when the Statistics are Discrete
Graduate Program:
Statistics
Keywords:
false discovery rate
discrete test statistics
File:
Download Isaac_thesis.pdf
Committee Members:
Naomi S Altman, Dissertation Advisor/Co-Advisor
Naomi S Altman, Committee Chair/Co-Chair
Debashis Ghosh, Committee Member
James Landis Rosenberger, Committee Member
Bruce G Lindsay, Committee Member
Claude Walker Depamphilis, Committee Member
Runzi Li, Special Member

6. Composite Likelihood in Long Sequence Data

open_access
Open Access
Author:
Sun, Jianping
Title:
Composite Likelihood in Long Sequence Data
Graduate Program:
Statistics
Keywords:
Markov chain likelihood
modified Hoeffding score
Hoeffding score
coposite likelihood
mutation
recombiantion
File:
Download phd_Jianping_Sun.pdf
Committee Members:
Bruce G Lindsay, Dissertation Advisor/Co-Advisor
Bruce G Lindsay, Committee Chair/Co-Chair
Debashis Ghosh, Committee Member
Bing Li, Committee Member
Rongling Wu, Committee Member

7. THE BAYESIAN LASSO, BAYESIAN SCAD AND BAYESIAN GROUP LASSO WITH APPLICATIONS TO GENOME-WIDE ASSOCIATION STUDIES

open_access
Open Access
Author:
Li, Jiahan
Title:
THE BAYESIAN LASSO, BAYESIAN SCAD AND BAYESIAN GROUP LASSO WITH APPLICATIONS TO GENOME-WIDE ASSOCIATION STUDIES
Graduate Program:
Statistics
Keywords:
lasso
variable selection
Bayesian approach
high-dimensional data
File:
Download JiahanLi-Dissertation.pdf
Committee Members:
Rongling Wu, Dissertation Advisor/Co-Advisor
Rongling Wu, Committee Chair/Co-Chair
Runze Li, Committee Chair/Co-Chair
Bruce G Lindsay, Committee Member
Tao Yao, Committee Member

8. Disparate modes of evolution in chloroplast and nuclear genomes

open_access
Open Access
Author:
Cui, Liying
Title:
Disparate modes of evolution in chloroplast and nuclear genomes
Graduate Program:
Biology
Keywords:
genome evolution
algae
flowering plants
gene expression
statistical method
File:
Download Thesis_Cui.06.pdf
Committee Members:
Claude Walker Depamphilis, Committee Chair/Co-Chair
Hong Ma, Committee Member
Bruce G Lindsay, Committee Member
Hiroshi Akashi, Committee Member
Webb Colby Miller, Committee Member

9. NONPARAMETRIC TECHNIQUES IN FINITE MIXTURE OF REGRESSION MODELS

open_access
Open Access
Author:
Huang, Mian
Title:
NONPARAMETRIC TECHNIQUES IN FINITE MIXTURE OF REGRESSION MODELS
Graduate Program:
Statistics
Keywords:
mixture of regression models
nonparametric regression
EM algorithm
mixture of Gaussian processes
File:
Download Dissertation_MianHuang.pdf
Committee Members:
Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Thomas P Hettmansperger, Committee Member
David Russell Hunter, Committee Member
Bruce G Lindsay, Committee Member
Hoben Thomas, Committee Member

10. Statistical Process Adjustment Methods for Quality Control in Short-Run Manufacturing

open_access
Open Access
Author:
Pan, Rong
Title:
Statistical Process Adjustment Methods for Quality Control in Short-Run Manufacturing
Graduate Program:
Industrial Engineering
Keywords:
Engineering process control
Asymmetric cost functions
Closed-loop systems
Process setup adjustment
Statistical process control
File:
Download rpphd.pdf
Committee Members:
Richard Allen Wysk, Committee Member
Bruce G Lindsay, Committee Member
Enrique Del Castillo, Committee Chair/Co-Chair
M Jeya Chandra, Committee Member