Search

Start Over Committee Member Bruce G Lindsay Keyword mixture model

1. Matrix Distances With their Application to Finding Directional Deviations from normality in High-Dimensional Data

open_access
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

2. 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