Multivariate adaptive regression splines-assisted approximate Bayesian computation for calibration of complex hydrological models

Approximate Bayesian computation (ABC) relaxes the need to derive explicit likelihood functions required by formal Bayesian analysis. However, the high computational cost of evaluating models limits the application of Bayesian inference in hydrological modeling. In this paper, multivariate adaptive...

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Bibliographic Details
Main Authors: Jinfeng Ma, Ruonan Li, Hua Zheng, Weifeng Li, Kaifeng Rao, Yanzheng Yang, Bo Wu
Format: Article
Language:English
Published: IWA Publishing 2024-02-01
Series:Journal of Hydroinformatics
Subjects:
Online Access:http://jhydro.iwaponline.com/content/26/2/503