Generalized Gaussian process models with Bayesian variable selection

This research proposes a unified Gaussian process modeling approach that extends to data from the exponential dispersion family and survival data. Our specific interest is in the analysis of datasets with predictors possessing an a priori unknown form of possibly non-linear associations to the respo...

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Bibliographic Details
Other Authors: Vannucci, Marina
Format: Others
Language:English
Published: 2011
Subjects:
Online Access:http://hdl.handle.net/1911/62083