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Author:

Das, Kiranmoy

Title:

SEMI-PARAMETRIC BAYESIAN FUNCTIONAL MAPPING WITH IRREGULAR SPARSE LONGITUDINAL DATA

Graduate Program:

Statistics

Keywords:

Longitudinal data
functional mapping
MCMC

File:

Download Das_Kiranmoy_thesis.pdf

Committee Members:

Rongling Wu, Dissertation Advisor/Co-Advisor
Rongling Wu, Committee Chair/Co-Chair
Runze Li, Committee Chair/Co-Chair
Vernon Michael Chinchilli, Committee Member
Debashis Ghosh, Committee Member
Peter Cm Molenaar, Committee Member

Author:

Zhu, Yeying

Title:

Data-adaptive Approaches to Modeling Propensity Scores in Causal Inference Problems

Graduate Program:

Statistics

Keywords:

causal inference
data-adaptive
data mining
observational studies
propensity scores

File:

Download Yeying-Dissertation.pdf

Committee Members:

Debashis Ghosh, Dissertation Advisor/Co-Advisor
Debashis Ghosh, Committee Chair/Co-Chair
Aleksandra B Slavkovic, Committee Member
Runze Li, Committee Member
Donna Coffman, Committee Member

Author:

Cai, Xizhen

Title:

model selection and survival analysis with application to large time-varying networks

Graduate Program:

Statistics

Keywords:

penalized likelihood
proportional odds models
profile likelihood
partial likelihood
case control.

File:

Download Dissertation_with_vita.pdf

Committee Members:

David Russell Hunter, Dissertation Advisor/Co-Advisor
Runze Li, Dissertation Advisor/Co-Advisor
Debashis Ghosh, Committee Member
Marcel Salathe, Committee Member

Author:

Cho, Youngjoo

Title:

Semiparametric Analysis of Failure Time Data in the Presence of Dependent Censoring

Graduate Program:

Statistics

Keywords:

Bivariate Data
Failure Times
Perturbation Method
Resampling
U-statistics
Causal Inference
Observational Study

File:

Download Youngjoo_Cho-Dissertation.pdf

Committee Members:

Debashis Ghosh, Dissertation Advisor/Co-Advisor
Debashis Ghosh, Committee Chair/Co-Chair
David Russell Hunter, Committee Member
Runze Li, Committee Member
Christopher Jon Zorn, Committee Member

Author:

Lin, Junyi

Title:

Model Misspecification and Feature Screening for Ultrahigh Dimensional Data

Graduate Program:

Statistics

Keywords:

Covariate-adjusted approach; generalized linear re

File:

Download JunyiLin-Dissertation.pdf

Committee Members:

Runze Li, Committee Chair/Co-Chair
Naomi Altman, Committee Member
Debashis Ghosh, Committee Member
Hunter David, Committee Member
Ping Xu, Committee Member