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Author:

Kelling, Claire

Title:

Advances in Spatial Models for Urban Crime

Graduate Program:

Statistics (PHD)

Keywords:

spatial statistics
point process
criminology
policing

File:

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Committee Members:

Corina Antohi Graif, Outside Unit & Field Member
Gizem Korkmaz, Special Member
Aleksandra Slavkovic, Co-Chair of Committee
Murali Haran, Co-Chair, Dissertation Advisor and Minor Member
Ephraim Mont Hanks, Program Head/Chair
Ephraim Hanks, Major Field Member

Author:

Eisenhauer, Elizabeth

Title:

Advances in Stochastic Models for Animal Movement and Assessment of Attitudes Toward Probability

Graduate Program:

Statistics (PHD)

Keywords:

Stochastic Differential Equations
Animal Movement
Statistics Education
Attitudes

File:

Download Submitted-Eisenhauer-Dissertation.pdf

Committee Members:

Stephen Berg, Major Field Member
Ephraim Hanks, Co-Chair & Dissertation Advisor
Matthew Beckman, Co-Chair & Dissertation Advisor
Frances Buderman, Outside Unit & Field Member
Ephraim Mont Hanks, Professor in Charge/Director of Graduate Studies

Author:

Laga, Ian

Title:

Everyone Counts: Advanced Methods for Estimating Marginalized Populations

Graduate Program:

Statistics (PHD)

Keywords:

HIV
Key Population
Bayesian Modeling
Small Area Estimation
Prevalence Mapping
Size Estimation
Aggregated Relational Data

File:

Download Ian_Laga_Dissertation.pdf

Committee Members:

Ashton Verdery, Outside Unit & Field Member
Xiaoyue Niu, Co-Chair & Dissertation Advisor
Le Bao, Co-Chair & Dissertation Advisor
Hyungsuk Tak, Major Field Member
Runze Li, Major Field Member
Ephraim Mont Hanks, Program Head/Chair

Author:

Zhang, Muzi

Title:

Study of Interval Data

Graduate Program:

Statistics (PHD)

Keywords:

interval data
symbolic data
segment plot
dandelion plot
response surface methodology
visualization
correlation measure

File:

Download Thesis_Muzi_Study_on_Interval_Data.pdf

Committee Members:

Hui Yang, Outside Unit & Field Member
Zhibiao Zhao, Major Field Member
Matthew Reimherr, Major Field Member
Ephraim Mont Hanks, Program Head/Chair
Lingzhou Xue, Chair of Committee
Dennis Lin, Dissertation Advisor

Author:

Tao, Jun

Title:

New advances in structure learning of graphical models

Graduate Program:

Statistics (PHD)

Keywords:

graphical model
statistical learning

File:

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Committee Members:

Ephraim Mont Hanks, Professor in Charge/Director of Graduate Studies
Lingzhou Xue, Chair & Dissertation Advisor
Antonio Blanca, Outside Unit & Field Member
Bing Li, Dissertation Co-Advisor
Runze Li, Major Field Member

Author:

Gundermann, Kathleen

Title:

Ungulate space-use and movement in response to changes in reproductive status and hunting pressure

Graduate Program:

Wildlife and Fisheries Science (MS)

Keywords:

space-use
movement
ungulates

File:

Download gundermann_thesis_v03.pdf

Committee Members:

Bradley Cardinale, Program Head/Chair
Frances E Buderman, Thesis Advisor/Co-Advisor
Ephraim Mont Hanks, Committee Member
Duane R Diefenbach, Committee Member

Author:

Wijeyakulasuriya, Dhanushi

Title:

Modern Algorithm-based approaches for Modeling Animal Movement

Graduate Program:

Statistics

Keywords:

Animal Movement
Machine Learning
Extreme Value Theory
Spatial Extremes
First Arrival
Spatial Statistics

File:

Download Final_Submission_Aug2020.pdf

Committee Members:

Ephraim Mont Hanks, Dissertation Advisor/Co-Advisor
Ephraim Mont Hanks, Committee Chair/Co-Chair
Le Bao, Committee Member
Benjamin Shaby, Committee Chair/Co-Chair
Francesco Costanzo, Outside Member
Benjamin Shaby, Dissertation Advisor/Co-Advisor
Ephraim Mont Hanks, Program Head/Chair

Author:

Jenkins, Porter

Title:

Towards Sample Efficiency in Deep Learning

Graduate Program:

Information Sciences and Technology

Keywords:

Deep Learning
Machine Learning
Bayesian
Representation Learning

File:

Download Final_Defense__Towards_Statistical_Efficiency_in_Deep_Learning.pdf

Committee Members:

Jessie Li, Dissertation Advisor/Co-Advisor
Jessie Li, Committee Chair/Co-Chair
Suhang Wang, Committee Member
Zihan Zhou, Committee Member
Ephraim Mont Hanks, Outside Member
Vasant Gajanan Honavar, Program Head/Chair

Author:

Wikle, Nathan

Title:

Mechanistic models for spatial and spatio-temporal data.

Graduate Program:

Statistics (PHD)

Keywords:

spatial statistics
spatio-temporal statistics
mechanistic models
COVID-19
air pollution
ant trophallaxis

File:

Download Wikle-dissertation.pdf

Committee Members:

Tyler Wagner, Outside Unit & Field Member
David Hunter, Major Field Member
Ephraim Hanks, Chair & Dissertation Advisor
Murali Haran, Major Field Member
Ephraim Mont Hanks, Program Head/Chair

Author:

Zarmehri, Sahar

Title:

Advances of Spatio-Temporal Models in Ecology: Applications in Landscape Genetics, Disease Spread, and Animal Movement

Graduate Program:

Statistics (PHD)

Keywords:

Spatial statistics
Ecology
Landscape genetics
Spatiotemporal models
Disease spread
Bayesian non-parametric
Animal movement

File:

Download Zarmehri-Dissertation.pdf

Committee Members:

Matthew Ferrari, Outside Unit & Field Member
Ephraim Hanks, Co-Chair & Dissertation Advisor
Lin Lin, Co-Chair & Dissertation Advisor
Murali Haran, Major Field Member
Ephraim Mont Hanks, Program Head/Chair