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Author:

Quach, Harris

Title:

Advances in Forward Sufficient Dimension Reduction Methods for Statistical Learning

Graduate Program:

Statistics (PHD)

Keywords:

ordinal data
functional data
classification
outer product of canonical gradients
tensor product of gradients
local linear function on function regression
k-means tuning

File:

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Committee Members:

Ephraim Mont Hanks, Professor in Charge/Director of Graduate Studies
Bharath Kumar Sriperumbudur, Major Field Member
Yanyuan Ma, Major Field Member
Bing Li, Chair & Dissertation Advisor
Alexei Novikov, Outside Unit & Field Member

Author:

Chen, Meng

Title:

What More Can We Do with Continuous-time Models? Model Fitting Approches for Mixed-effect Models and Non-normal Data

Graduate Program:

Human Development and Family Studies

Keywords:

intensive longitidinal data
human regulatory processes
Kalman filter
particle filter
iterated filtering
Stan
ordinal data
continuous-time dynamic models

File:

Download MChen_Dissertation_submission_2.pdf

Committee Members:

Sy-Miin Chow, Dissertation Advisor/Co-Advisor
Sy-Miin Chow, Committee Chair/Co-Chair
Zita Oravecz, Committee Member
Erika Sell Lunkenheimer, Committee Member
Murali Haran, Outside Member
Charles Geier, Program Head/Chair