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Investigating Measles Dynamics in the Pre-Vaccination Era: A POMP Model Approach
(2024)
This thesis demonstrates the ability of partially observed Markov process (POMP) models to be applicable to epidemiological datasets of hundreds of cities of varying sizes. A previous investigation considered measles ...
A Dimension Reduction Approach to Multivariate Mediation Analysis
(2024)
Mediation analysis is an important tool for understanding possible mechanistic relationships among three variables representing an exposure (X), a mediator (M), and an outcome (Y ). Here we propose a method for conducting ...