Search

Start Over Graduate Program Statistics Committee Member Bing Li

2. By Design: Exchange Algorithms to Construct Exact Model-Robust and Multiresponse Experimental Designs

open_access
Open Access
Author:
Smucker, Byran Jay
Title:
By Design: Exchange Algorithms to Construct Exact Model-Robust and Multiresponse Experimental Designs
Graduate Program:
Statistics
Keywords:
split-plot design
optimal design
maximin
File:
Download Smucker_Dissertation.pdf
Committee Members:
Enrique Del Castillo And James Rosenberger, Dissertation Advisor/Co-Advisor
Enrique Del Castillo, Committee Chair/Co-Chair
James Landis Rosenberger, Committee Chair/Co-Chair
Rana Arnold, Committee Member
Bing Li, Committee Member
Susan H Xu, Committee Member

3. A BAYESIAN APPROACH TO FALSE DISCOVERY RATE FOR LARGE SCALE SIMULTANEOUS INFERENCE

open_access
Open Access
Author:
Han, Bing
Title:
A BAYESIAN APPROACH TO FALSE DISCOVERY RATE FOR LARGE SCALE SIMULTANEOUS INFERENCE
Graduate Program:
Statistics
Keywords:
Bayes false nondiscovery rate
Bayes false discovery rate
mixture model
MCMC
File:
Download Binder1.pdf
Committee Members:
Rana Arnold, Committee Chair/Co-Chair
Naomi S Altman, Committee Chair/Co-Chair
Claude Walker Depamphilis, Committee Member
Bing Li, Committee Member

6. 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

7. Two Topics: A Jackknife Maximum Likelihood Approach to Statistical Model Selection and a Convex Hull Peeling Depth Approach to Nonparametric Massive Multivariate Data Analysis with Applications

open_access
Open Access
Author:
Lee, Hyunsook
Title:
Two Topics: A Jackknife Maximum Likelihood Approach to Statistical Model Selection and a Convex Hull Peeling Depth Approach to Nonparametric Massive Multivariate Data Analysis with Applications
Graduate Program:
Statistics
Keywords:
Kullback-Leibler distance
information criterion
statistical model selection
jackknife
jackknife information criterion
bias reduction
maximum likelihood
unbiased estimation
non-nested model
computational geometry
convex hull
convex hull peeling
statistical data depth
nonparametric statistics
generalized quantile process
descriptive statistics
skewness
kurtosis
volume functional
convex hull level set
massive data
outlier detection
balloon plot
multivariate analysis
File:
Download hlee.pdf
Committee Members:
G Jogesh Babu, Committee Chair/Co-Chair
Thomas P Hettmansperger, Committee Member
Bing Li, Committee Member
William Kenneth Jenkins, Committee Member
James Landis Rosenberger, Committee Member

8. Testing in multifactor heteroscedastic ANOVA and repeated measures designs with large number of levels

open_access
Open Access
Author:
Wang, Haiyan
Title:
Testing in multifactor heteroscedastic ANOVA and repeated measures designs with large number of levels
Graduate Program:
Statistics
Keywords:
repeated measurements
ANOVA
longitudinal or funcitonal data
nonparametric procedures
large dimentional data
Rank tests
File:
Download whythesis.pdf
Committee Members:
Michael G Akritas, Committee Chair/Co-Chair
Rana Arnold, Committee Member
Bing Li, Committee Member
Vernon Michael Chinchilli, Committee Member

9. PENALIZED QUADRATIC INFERENCE FUNCTIONS FOR VARIABLE SELECTION IN LONGITUDINAL RESEARCH

open_access
Open Access
Author:
Dziak, John Joseph
Title:
PENALIZED QUADRATIC INFERENCE FUNCTIONS FOR VARIABLE SELECTION IN LONGITUDINAL RESEARCH
Graduate Program:
Statistics
Keywords:
SCAD
LASSO
QIF
GEE
generalized estimating equations
variable selection
File:
Download DziakDissertation.pdf
Committee Members:
Runze Li, Committee Chair/Co-Chair
Naomi S Altman, Committee Member
Bing Li, Committee Member
Linda Marie Collins, Committee Member

10. 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