Computational Methods for Bayesian Inference in Complex Systems
<p>Bayesian methods are critical for the complete understanding of complex systems. In this approach, we capture all of our uncertainty about a system’s properties using a probability distribution and update this understanding as new information becomes available. By taking the Bayesian perspe...
Internet
https://thesis.library.caltech.edu/10263/1/catanach_thesis_deposit.pdfCatanach, Thomas Anthony (2017) Computational Methods for Bayesian Inference in Complex Systems. Dissertation (Ph.D.), California Institute of Technology. doi:10.7907/Z9RX9948. https://resolver.caltech.edu/CaltechTHESIS:06042017-011739366 <https://resolver.caltech.edu/CaltechTHESIS:06042017-011739366>