Recurrent-Event Models for Change-Points Detection

Recurrent-Event Models for Change-Points Detection

The driving risk of novice teenagers is the highest during the initial period after licensure but decreases rapidly. This dissertation develops recurrent-event change-point models to detect the time when driving risk decreases significantly for novice teenager drivers. The dissertation consists of t...

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Bibliographic Details
Main Author: Li, Qing
Other Authors: Statistics
Format: Others
Published: Virginia Tech 2017
Subjects:
Bayesian Finite Mixture Model
Clustering
Constant Piecewise Intensity
Dirichlet Process Mixture Model
Maximum Likelihood Estimate
Naturalistic Teenage Driving Study
Non-Homogeneous Poisson Process
Online Access:http://hdl.handle.net/10919/78207

Internet

http://hdl.handle.net/10919/78207

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