Application of Stochastic Processes in Nonparametric Bayes

<p>This thesis presents theoretical studies of some stochastic processes and their appli- cations in the Bayesian nonparametric methods. The stochastic processes discussed in the thesis are mainly the ones with independent increments - the Levy processes. We develop new representations for the...

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Bibliographic Details
Main Author: Wang, Yingjian
Other Authors: Carin, Lawrence
Published: 2014
Subjects:
Online Access:http://hdl.handle.net/10161/9395