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Author:

Chang, Won

Title:

Climate Model Calibration Using High-Dimensional and Non-Gaussian Spatial Data

Graduate Program:

Statistics

Keywords:

Climate Model Calibration
Gaussian Process
High-dimensional Spatial Data
Non-Gaussian Spatial Data

File:

Download WonChang-Dissertation.pdf

Committee Members:

Murali Haran, Dissertation Advisor/Co-Advisor
Murali Haran, Committee Chair/Co-Chair
Klaus Keller, Committee Member
Bing Li, Committee Member
Donald Richards, Committee Member

Author:

Guan, Yawen

Title:

Reduced-dimensional Non-Gaussian Spatial Models and Statistical Methods for Studying the West Antarctic Ice Sheet

Graduate Program:

Statistics

Keywords:

Spatial Model
Non-Gaussian Spatial Data
Markov chain Monte Carlo Expectation Maximization
West Antarctic Ice Sheet
Glacier Dynamics
Bayesian Hierarchical Model
Gaussian Process
Latent Gaussian Process Model

File:

Download YawenGuan-dissertation.pdf

Committee Members:

Murali Haran, Dissertation Advisor/Co-Advisor
Murali Haran, Committee Chair/Co-Chair
Francesca Chiaromonte, Committee Member
Ephraim Mont Hanks, Committee Member
Chris Eliot Forest, Outside Member