Analytical Approximations for Bayesian Inference

Bayesian inference is a statistical inference technique in which Bayes’ theorem is used to update the probability distribution of a random variable using observations. Except for few simple cases, expression of such probability distributions using compact analytical expressions is infeasible. Approx...

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Bibliographic Details
Main Author: Ardeshiri, Tohid
Format: Doctoral Thesis
Language:English
Published: Linköpings universitet, Reglerteknik 2015
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-121619
http://nbn-resolving.de/urn:isbn:978-91-7685-930-8 (print)