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Open Access

Author:: Kai, Bo
Title:: Variable Selection in Robust Linear Models
Graduate Program:: Statistics
Keywords:: robust regression
linear models
variable selection
SS penalty
oracle property
File:: Download MSThesis_Bo.pdf
Committee Members:: Runze Li, Thesis Advisor/Co-Advisor
Runze Li, Thesis Advisor/Co-Advisor

Open Access

Author:: Hui, Guodong
Title:: Matrix Distances With their Application to Finding Directional Deviations from normality in High-Dimensional Data
Graduate Program:: Statistics
Keywords:: non-normal direction
quadratic distance
eigenanalysis
Fisher information
projection pursuit
mixture model
File:: Download phd_thesis_guodong_hui.pdf
Committee Members:: Bruce G Lindsay, Committee Chair/Co-Chair
Thomas P Hettmansperger, Committee Member
Runze Li, Committee Member
Jesse Louis Barlow, Committee Member

Open Access

Author:: Root, Tammy Lynn
Title:: LATENT CLASS ANALYSIS WITH INFORMATIVE PRIORS
Graduate Program:: Human Development and Family Studies
Keywords:: latent class analysis
small sample
identification
Bayesian methodology
informative priors
File:: Download Root_dissertation_final.pdf
Committee Members:: Linda Marie Collins, Committee Chair/Co-Chair
Leann L Birch, Committee Member
Runze Li, Committee Member
Rhonda Belue, Committee Member

Open Access

Author:: Dong, Yuexiao
Title:: Dimension Reduction for the Conditional Kth Moment via Central Solution Space
Graduate Program:: Statistics
Keywords:: dimension reduction space
central space
central solution space
central kth moment solution space
central kth moment space
File:: Download dong_master.pdf
Committee Members:: Bing Li, Thesis Advisor/Co-Advisor
Bing Li, Thesis Advisor/Co-Advisor
Runze Li, Thesis Advisor/Co-Advisor

Open Access

Author:: Li, Yan
Title:: Local Modeling For Data With Autocorrelations
Graduate Program:: Statistics
Keywords:: Multivariate
Autoregressions
Nonoparametric models
Variable Selection
File:: Download Yan_Li_Thesis.pdf
Committee Members:: Runze Li, Committee Chair/Co-Chair
Naomi S Altman, Committee Member
David Russell Hunter, Committee Member
Jingzhi Huang, Committee Member

Open Access

Author:: Feng, Yijia
Title:: Conditional Quantile Estimation with Neural Network Structure
Graduate Program:: Statistics
Keywords:: Nonparametric Regression
Quantile Regression
Neural Network
Robust Estimation
File:: Download ms_Feng.pdf
Committee Members:: Dr Runze Li, Thesis Advisor/Co-Advisor
Runze Li, Thesis Advisor/Co-Advisor

Open Access

Author:: Huang, Zhijian
Title:: Essays in Financial Economics
Graduate Program:: Business Administration
Keywords:: Asset pricing
data snooping
market efficiency
out-of-sample test
behavioral finance
File:: Download ZhijianHuang-Dissertation.pdf
Committee Members:: Jingzhi Huang, Committee Chair/Co-Chair
Jeremy Ko, Committee Chair/Co-Chair
Jean Helwege, Committee Member
Runze Li, Committee Member

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