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Parameter Estimation Using the Python Package pymcmcstat

Published in Proceedings of the Python in Science Conferences • Jan 1, 2019
Authors:
Paul Miles
,
Ralph C. Smith

Abstract

A Bayesian approach to solving inverse problems provides insight regarding model limitations as well as the underlying model and observation uncertainty. In this paper we introduce pymcmcstat, which provides a wide variety of tools for estimating unknown parameter distributions. For scientists and e...

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