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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:

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

Author:

Yu, Lan

Title:

DEVELOPMENT AND EVALUATION OF A MIXED APPROACH USING THE LOGISTIC LATENT CLASS MODEL AND THINK-ALOUD PROTOCOLS TO INFORM DIFFERENTIAL ITEM FUNCTIONING

Graduate Program:

Educational Psychology

Keywords:

differential item functioning
mixture model
think-aloud protocols

File:

Download LanYuThesis.pdf

Committee Members:

Hoi Kin Suen, Committee Chair/Co-Chair
Pui Wa Lei, Committee Member
Jonna Marie Kulikowich, Committee Member
Aleksandra B Slavkovic, Committee Member
Dorothy H Evensen, Committee Member

Author:

ZHU, XIAOTIAN

Title:

Non-Parametric Finite Multivariate Mixture Models with Applications

Graduate Program:

Statistics

Keywords:

mixture model
conditional independence
nonparametric estimation
penalized smoothed likelihood
independent component analysis

File:

Download XTZ_Dissertation.pdf

Committee Members:

David Russell Hunter, Dissertation Advisor/Co-Advisor
David Russell Hunter, Committee Chair/Co-Chair
Bruce G Lindsay, Committee Member
Le Bao, Committee Member
John C Liechty, Committee Member
Stephanie Trea Lanza, Committee Member
Runze Li, Committee Member

Author:

Lyu, Yafei

Title:

STATISTICAL INTEGRATION OF GENOMIC DATA ACROSS LABS, PLATFORMS AND EXPERIMENTAL CONDITIONS

Graduate Program:

Bioinformatics and Genomics

Keywords:

High throughput sequencing
Data integration
Co-expression network
Copula
Graphical model
mixture model

File:

Download Yafei_Thesis.pdf

Committee Members:

Qunhua Li, Dissertation Advisor/Co-Advisor
Qunhua Li, Committee Chair/Co-Chair
Yu Zhang, Committee Member
Ross Cameron Hardison, Committee Member
Lingzhou Xue, Outside Member
Rongling Wu, Committee Member