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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Format: | Doctoral Thesis |
Language: | English |
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Linköpings universitet, Reglerteknik
2015
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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) |