Minimally Corrective, Approximately Recovering Priors to Correct Expert Judgement in Bayesian Parameter Estimation

Bayesian parameter estimation is a popular method to address inverse problems. However, since prior distributions are chosen based on expert judgement, the method can inherently introduce bias into the understanding of the parameters. This can be especially relevant in the case of distributed parame...

Full description

Bibliographic Details
Main Author: May, Thomas Joseph
Other Authors: Mathematics
Format: Others
Published: Virginia Tech 2015
Subjects:
Online Access:http://hdl.handle.net/10919/54593