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stat.ME2019
A Generalized Bayesian Approach to Model Calibration
Tony Tohme, Kevin Vanslette, Kamal Youcef-Toumi
In model development, model calibration and validation play complementary roles toward learning reliable models. In this article, we expand the Bayesian Validation Metric framework…
stat.ME2019
A General Model Validation and Testing Tool
Kevin Vanslette, Tony Tohme, Kamal Youcef-Toumi
We construct and propose the "Bayesian Validation Metric" (BVM) as a general model validation and testing tool. We find the BVM to be capable of representing all of the standard va…