Semiparametric Bayesian Regression with Applications in Astronomy
<p>In this thesis we describe a class of Bayesian semiparametric models, known as Levy Adaptive Regression Kernels (LARK); a novel method for posterior computation for those models; and the applications of these models in astronomy, in particular to the analysis of the photon fluence time ser...
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2014
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| Online Access: | http://hdl.handle.net/10161/9097 |