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Start Over Graduate Program Statistics Keyword nonparametric estimation

1. Non-Parametric Finite Multivariate Mixture Models with Applications

open_access
Open Access
Author:
ZHU, XIAOTIAN
Title:
Non-Parametric Finite Multivariate Mixture Models with Applications
Graduate Program:
Statistics
Keywords:
mixture model
conditional independence
nonparametric estimation
penalized smoothed likelihood
independent component analysis
File:
Download XTZ_Dissertation.pdf
Committee Members:
David Russell Hunter, Dissertation Advisor/Co-Advisor
David Russell Hunter, Committee Chair/Co-Chair
Bruce G Lindsay, Committee Member
Le Bao, Committee Member
John C Liechty, Committee Member
Stephanie Trea Lanza, Committee Member
Runze Li, Committee Member

2. Nonparametric Estimation of Sufficient Forecasting with a Diverging Number of Factors

open_access
Open Access
Author:
Yu, Xiufan
Title:
Nonparametric Estimation of Sufficient Forecasting with a Diverging Number of Factors
Graduate Program:
Statistics
Keywords:
factor model
forecasting
principal components
high-dimensional predictors
nonparametric estimation
predictive inference
File:
Download MSThesis.pdf
Committee Members:
Runze Li, Thesis Advisor/Co-Advisor
Lingzhou Xue, Thesis Advisor/Co-Advisor
Bing Li, Committee Member
Ephraim Mont Hanks, Committee Member