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Start Over Year 2019 Committee Member Matthew Logan Reimherr Committee Member Runze Li

1. Regularization Methods In Functional Data Analysis

open_access
Open Access
Author:
Mirshani, Ardalan
Title:
Regularization Methods In Functional Data Analysis
Graduate Program:
Statistics
Keywords:
Functional Data
Differential Privacy
Hilbert Space
Variable Selection
Reproducing Kernel Hilbert Space
Oracle Property
Elastic Net
Smooth Estimate
Density Estimation
File:
Download PhD_Thesis__Ardalan_Mirshani_.pdf
Committee Members:
Matthew Logan Reimherr, Dissertation Advisor/Co-Advisor
Matthew Logan Reimherr, Committee Chair/Co-Chair
Runze Li, Committee Member
Francesca Chiaromonte, Committee Member
Kateryna Dmytrivna Makova, Outside Member
Ephraim Mont Hanks, Program Head/Chair

2. An Exploration of Mixed Effects Models for Analysis of Infant Weight Gain Trajectories

open_access
Open Access
Author:
Sheen, Emily Marie
Title:
An Exploration of Mixed Effects Models for Analysis of Infant Weight Gain Trajectories
Graduate Program:
Statistics
Keywords:
generalized linear mixed models
statistics
biostatistics
microbiome
INSIGHT
mixed effects random forest
File:
Download EmilySheen-MS-Thesis.pdf
Committee Members:
Matthew Logan Reimherr, Thesis Advisor/Co-Advisor
Ephraim Mont Hanks, Committee Member
Runze Li, Committee Member