Time-Varying Coefficient Models for Recurrent Events

Time-Varying Coefficient Models for Recurrent Events

I have developed time-varying coefficient models for recurrent event data to evaluate the temporal profiles for recurrence rate and covariate effects. There are three major parts in this dissertation. The first two parts propose a mixed Poisson process model with gamma frailties for single type recu...

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Bibliographic Details
Main Author: Liu, Yi
Other Authors: Statistics
Format: Others
Published: Virginia Tech 2020
Subjects:
Multivariate Frailty
Penalized Likelihood
Variance Component
Laplace Approximation
Markov Chain Monte Carlo
Metropolis-Adjusted Langevin Algorithm
Truck Driving Safety
Online Access:http://hdl.handle.net/10919/97999

Internet

http://hdl.handle.net/10919/97999

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