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Author:

Zhang, Ying

Title:

New Models For Conditional Covariance Matrix

Graduate Program:

Statistics

Keywords:

covariance estimation
smoothing spline
Cholesky decomposition
local linear regression
semi-parametric regression

File:

Download Thesis_Ying.pdf

Committee Members:

Runze Li, Dissertation Advisor/Co-Advisor
Runze Li, Committee Chair/Co-Chair
Bing Li, Committee Member
Zhibiao Zhao, Committee Member
Qiang Du, Committee Member

Author:

Zhen, Yicun

Title:

ACCOUNTING FOR THE MODELING ERROR AND SAMPLING ERROR OF ENSEMBLE KALMAN FILTERS

Graduate Program:

Mathematics

Keywords:

Kalman filter
model error
sampling error
covariance localization
covariance inflation
covariance estimation
EnKF

File:

Download YicunZhen-Dissertation.pdf

Committee Members:

Yuxi Zheng, Dissertation Advisor/Co-Advisor
Yuxi Zheng, Committee Chair/Co-Chair
Ludmil Tomov Zikatanov, Committee Member
Alexei Novikov, Committee Member
Murali Haran, Outside Member
Fuqing Zhang, Dissertation Advisor/Co-Advisor
Fuqing Zhang, Committee Chair/Co-Chair

Author:

Srinivasan, Arun

Title:

Topics on High-Dimensional Statistical Methods for Compositional Data

Graduate Program:

Statistics (PHD)

Keywords:

compositional data analysis
robust statistics
human microbiome
high-dimensional statistics
covariance estimation
knockoff filter
variable selection
tyler's m-estimator
huber's m-estimator

File:

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Committee Members:

Lingzhou Xue, Chair & Dissertation Advisor
Xiang Zhan, Outside Unit & Field Member
Runze Li, Major Field Member
Francesca Chiaromonte, Major Field Member
Ephraim Hanks, Professor in Charge/Director of Graduate Studies