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Start Over Graduate Program Statistics Committee Member Rana Arnold

1. 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

2. 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

4. 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

5. Inference for Complex Computer Models and Large Multivariate Spatial Data with Applications to Climate Science

open_access
Open Access
Author:
Bhat, Kabekode
Title:
Inference for Complex Computer Models and Large Multivariate Spatial Data with Applications to Climate Science
Graduate Program:
Statistics
Keywords:
computer experiments
Gaussian process
multivariate spatial data
spatiotemporal data
hierarchical Bayesian modeling
climate change
File:
Download Bhat-Dissertation.pdf
Committee Members:
Murali Haran, Dissertation Advisor/Co-Advisor
Murali Haran, Committee Chair/Co-Chair
Klaus Keller, Committee Chair/Co-Chair
Donald Richards, Committee Member
Rana Arnold, Committee Member
James Samuel Shortle, Committee Member

6. The Statistical Analysis of Monotone Incomplete Multivariate Normal Data

open_access
Open Access
Author:
Romer, Megan M
Title:
The Statistical Analysis of Monotone Incomplete Multivariate Normal Data
Graduate Program:
Statistics
Keywords:
monotone imcomplete data
multivariate normal
File:
Download mythesis.pdf
Committee Members:
Donald Richards, Dissertation Advisor/Co-Advisor
Rana Arnold, Committee Chair/Co-Chair
Vernon Michael Chinchilli, Committee Member
Diane Marie Henderson, Committee Member
Donald Richards, Committee Member

7. HETEROSCEDASTIC UNBALANCED NESTED DESIGNS AND FULLY NONPARAMETRIC ANALYSIS OF COVARIANCE

open_access
Open Access
Author:
Liao, Shu-Min
Title:
HETEROSCEDASTIC UNBALANCED NESTED DESIGNS AND FULLY NONPARAMETRIC ANALYSIS OF COVARIANCE
Graduate Program:
Statistics
Keywords:
nested design
ancova
fully nonparametric model
statistical testing
heteroscedasticity
asymptotic theory
File:
Download ShuminLiao-Dissertation.pdf
Committee Members:
Michael G Akritas, Dissertation Advisor/Co-Advisor
Michael G Akritas, Committee Chair/Co-Chair
Rana Arnold, Committee Member
Francesca Chiaromonte, Committee Member
Vernon Michael Chinchilli, Committee Member

8. Nonparametric Models for Crossed Mixed Effects Designs

open_access
Open Access
Author:
Gaugler, Trent
Title:
Nonparametric Models for Crossed Mixed Effects Designs
Graduate Program:
Statistics
Keywords:
mixed effects models
hypothesis testing
nonparametric statistics
U-statistics
Neyman-Scott asymptotics
File:
Download TrentGaugler-Dissertation.pdf
Committee Members:
Michael G Akritas, Committee Chair/Co-Chair
Rana Arnold, Committee Member
Thomas P Hettmansperger, Committee Member
D Wayne Osgood, Committee Member

9. A General Class of Agreement Coefficients for Categorical and Continuous Responses

open_access
Open Access
Author:
Zhang, Wei
Title:
A General Class of Agreement Coefficients for Categorical and Continuous Responses
Graduate Program:
Statistics
Keywords:
Agreement
File:
Download Wei_Zhang_Dissertation.pdf
Committee Members:
Vernon Michael Chinchilli, Committee Chair/Co-Chair
Donald Richards, Committee Member
Rana Arnold, Committee Member
Tonya Sharp King, Committee Member
Damla Senturk, Committee Member
Peter Cm Molenaar, Committee Member

10. ROBUSTNESS PROPERTIES OF GENERALIZED CORRELATION COEFFICIENTS, WITH APPLICATIONS TO CROSS-OVER DESIGNS

open_access
Open Access
Author:
Chen, Yi-Ju
Title:
ROBUSTNESS PROPERTIES OF GENERALIZED CORRELATION COEFFICIENTS, WITH APPLICATIONS TO CROSS-OVER DESIGNS
Graduate Program:
Statistics
Keywords:
Generalized Correlation Coefficient
Cross-Over Designs
Influence Function
Robustness
File:
Download final_eTD.pdf
Committee Members:
Vernon Michael Chinchilli, Committee Chair/Co-Chair
Donald Richards, Committee Member
Rana Arnold, Committee Member
Tonya Sharp King, Committee Member
Bruce G. Lindsay, Committee Member