An Introduction to Bayesian Inference, Methods and Computation
Heard, Nick
Omschrijving
The course covers the fundamental philosophy and principles of Bayesian inference, including the reasoning behind the prior/likelihood model construction synonymous with Bayesian methods, through to advanced topics such as nonparametrics, Gaussian processes and latent factor models.
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