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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

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

Author:

Seo, Byungtae

Title:

DOUBLY-SMOOTHED MAXIMUM LIKELIHOOD ESTIMATION

Graduate Program:

Statistics

Keywords:

Mixture models
Measurement error models
Minimum distance estimation
Nonparametric statistics
Kullback-Leibler distance
Kernel smoothing

File:

Download Seo_thesis.pdf

Committee Members:

Bruce G Lindsay, Committee Chair/Co-Chair
Bing Li, Committee Member
David Russell Hunter, Committee Member
Hung Yu Lin, Committee Member

Author:

Casciato, Denise

Title:

Effect of A Self-Evaluation Checklist on the Quality of Student Teachers' Scripted Lesson Plans

Graduate Program:

Statistics

Keywords:

direct instruction
prompting
pre-service teaching
self-evaluation

File:

Download CasciatoThesis.pdf

Committee Members:

Charles A Hughes, Committee Chair/Co-Chair
David Lee, Committee Member
John I Mc Cool, Committee Member

Author:

Dryver, Arthur Lance

Title:

Adaptive Sampling Designs and Associated Estimators

Graduate Program:

Statistics

Keywords:

adaptive sampling
sampling designs

File:

Download etd.pdf

Committee Members:

Bing Li, Committee Member
Linda Marie Collins, Committee Member
Jogesh Babu, Committee Member
Steve K Thompson, Committee Chair/Co-Chair

Author:

Young, Derek Scott

Title:

A Study of Mixtures of Regressions

Graduate Program:

Statistics

Keywords:

bootstrap
EM algorithm
mixture models
regression
data depth

File:

Download Derek-Dissertation.pdf

Committee Members:

David Russell Hunter, Committee Chair/Co-Chair
Thomas P Hettmansperger, Committee Member
G Jogesh Babu, Committee Member
Murali Haran, Committee Member
Hoben Thomas, Committee Member

Author:

Kang, Doh Yung

Title:

CAUSAL INFERENCE BY SEMIPARAMETRIC IMPUTATION

Graduate Program:

Statistics

Keywords:

estimating function
survey inference
imputation
Causal inference
missing data

File:

Download joseph-Dissertation.pdf

Committee Members:

Joseph Francis Schafer, Committee Chair/Co-Chair
Rana Arnold, Committee Member
Vernon Michael Chinchilli, Committee Member
Murali Haran, Committee Member

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

Author:

Antoniou, Efi Savvas

Title:

NONPARAMETRIC IMPUTATION AND (MID-) RANK TESTS FOR MIXED EFFECTS MODELS WITH MISSING DATA

Graduate Program:

Statistics

Keywords:

Kernel estimation
Nonparametric tests
Marginal nonparametric model
Nonparametric imputation
Missingness conditionally at random
Analysis of covariance
Nearest neighbor windows

File:

Download thesis.pdf

Committee Members:

Michael G Akritas, Committee Chair/Co-Chair
Thomas P Hettmansperger, Committee Member
Runze Li, Committee Member
Linda Marie Collins, Committee Member

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