Efficient algorithms for Bayesian semi-parametric regression models

Semiparametric models have played an increasingly important role in statistical research and received much attention in both frequentist and Bayesian contexts. They are known to be very flexible while overcoming the problem of ‘curse of dimensionality’, and thus find numerous applications in the fie...

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Bibliographic Details
Main Author: Zhao Kaifeng
Other Authors: Chen Ning
Format: Theses and Dissertations
Language:English
Published: 2015
Subjects:
Online Access:http://hdl.handle.net/10356/65373
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Institution: Nanyang Technological University
Language: English