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Start Over Graduate Program Human Development and Family Studies (PHD) Author Last Name Lee Access Level restricted_to_institution

1. Comparisons of Variational Bayesian and Frequentist Approaches for Fitting Stochastic Differential Equations Models with Mixed-effects (SDEMMEs)

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Author:
Lee, Jungmin
Title:
Comparisons of Variational Bayesian and Frequentist Approaches for Fitting Stochastic Differential Equations Models with Mixed-effects (SDEMMEs)
Graduate Program:
Human Development and Family Studies (PHD)
Keywords:
Stochastic differential equations
Mixed effects model
Variational Bayesian Approximation
Continuous-discrete extended Kalman filter
Monte-Carlo simulation
Online education
Dynamic systems
State-space framework
File:
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Committee Members:
Timothy Brick, Major Field Member
Sy-Miin Chow, Co-Chair & Dissertation Advisor
Pui-Wa Lei, Outside Unit & Field Member
Peter Molenaar, Co-Chair of Committee
Douglas Teti, Program Head/Chair