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Author:

Bevan, Shaun

Title:

The Life Cycle of Voluntary Associations in the United States, 1972-2001

Graduate Program:

Political Science

Keywords:

Interest Groups
Representation
Organizational Ecology
Time Series
Associations

File:

Download ShaunBevan_Dissertation_110714.pdf

Committee Members:

David Lowery, Dissertation Advisor/Co-Advisor
David Lowery, Committee Chair/Co-Chair
Frank Baumgartner, Committee Member
Suzanna Linn, Committee Member
Christopher Jon Zorn, Committee Member
John David Mccarthy, Committee Member

Author:

Tian, Jiachuan

Title:

COMMODITY PRICE DYNAMICS: DISCONTINUITY AND JUMPS

Graduate Program:

Agricultural, Environmental and Regional Economics

Keywords:

Price Dynamics
Jumps
Time Series
Food and Energy Prices

File:

Download Dissertation.pdf

Committee Members:

Robert D. Weaver, Dissertation Advisor/Co-Advisor
Robert D. Weaver, Committee Chair/Co-Chair
Katherine Y. Zipp, Committee Member
Scott J. Colby, Committee Member
Alexei Novikov, Outside Member

Author:

Choi, Hyunphil

Title:

Confidence Regions and Bands : for Functional Parameters and Hypothesis Testing Inversion

Graduate Program:

Statistics

Keywords:

Functional Data Analysis
Hypothesis Testing
Confidence Regions
Confidence Bands
Principal Component Analysis
Gaussian Process
Distribution Goodness-of-Fit Tests
Kolmogorov-Smirnov
Anderson-Darling
Time Series
Bootstrap
Test-Inversion
Market Predictability

File:

Download Thesis_HyunphilChoi_0622A.pdf

Committee Members:

Matthew Logan Reimherr, Dissertation Advisor/Co-Advisor
Matthew Logan Reimherr, Committee Chair/Co-Chair
Bing Li, Committee Member
Bharath Kumar Sriperumbudur, Committee Member
Timothy T Simin, Outside Member

Author:

You, Cheng

Title:

Air Quality and Health Effects: Systematic Investigation

Graduate Program:

Statistics

Keywords:

Time Series
Detrending
Smoothing
Spline
Kernel
Regression
Case Crossover
Short-term Change
Long-term Trend
Acute Effect
Chronic Effect
Air Quality
Environmental Epidemiology

File:

Download ChengYou-Dissertation.pdf

Committee Members:

Dennis K.J. Lin, Dissertation Advisor/Co-Advisor
Dennis K.J. Lin, Committee Chair/Co-Chair
Ephraim M. Hanks, Committee Member
Yanyuan Ma, Committee Member
Fuqing Zhang, Outside Member

Author:

Fu, Yiwei

Title:

Modeling, Prediction and Control of Engineering Systems with Long Short-Term Memory

Graduate Program:

Mechanical Engineering

Keywords:

Artificial Intelligence
Deep Learning
Robotics
Representation Learning
Autonomous Systems
Time Series

File:

Download YiweiFu-Dissertation.pdf

Committee Members:

Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Bo Cheng, Committee Member
Minghui Zhu, Outside Member
Shashi Phoha, Outside Member
Thomas Wettergren, Special Member
Daniel Connell Haworth, Program Head/Chair

Author:

Raval, Ronish Samir

Title:

STATE-OF-THE-ART DEEP LEARNING FOR MULTI-PRODUCT INTERMITTENT TIME SERIES FORECASTING

Graduate Program:

Industrial Engineering

Keywords:

Time Series
Forecasting
Deep Learning
Statistical Analysis

File:

Download Thesis_MSIE_Ronish_Samir_Raval.pdf

Committee Members:

Robert Voigt, Program Head/Chair
Soundar Kumara, Thesis Advisor/Co-Advisor
Saurabh Basu, Committee Member

Author:

Yaukey, Francesca

Title:

A Bayesian Segmented Linear Regression Model to Observe Breakfast Canyon Patterns in Honeybee Hive Weight Data

Graduate Program:

Statistics

Keywords:

Segmented Linear Regression
Bayesian Statistics
Honeybee Ecology
MCMC Algorithm
Time Series

File:

Download Francesca_Thesis_Final_Version_3.pdf

Committee Members:

Ephraim Mont Hanks, Thesis Advisor/Co-Advisor
Stephen Berg, Committee Member
Bing Li, Professor in Charge/Director of Graduate Studies
Stephen Berg, Thesis Advisor/Co-Advisor