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Markov Chain Monte Carlo (MCMC) uncertainty analysis for watershed water quality modeling and management

Stochastic Environmental Research and Risk Assessment, 2015
Watershed-scale water quality (WWQ) models are now widely used to support management decision-making. However, significant uncertainty in the model outputs remains a largely unaddressed issue. In recent years, Markov Chain Monte Carlo (MCMC), a category of formal Bayesian approaches for uncertainty analysis (UA), has become popular in the field of ...
Yi Zheng, Feng Han
openaire   +1 more source

Bayesian Markov chain Monte Carlo (MCMC)

2011
Σκοπός της εργασίας είναι να προσομοιώσει σε προγραμματιστικό περιβάλλον τύπου R μπευζιανά στατιστικά δεδομένα έτσι ώστε μέσω πρόβλεψης να πάρουμε όσο πιο κοντά αποτελέσματα γίνεται στις πραγματικές τιμές των δεδομένων.
openaire   +1 more source

MCMC from Scratch

2022
Hanada, Masanori, Matsuura, So
openaire   +2 more sources

Utilizing Markov chain Monte Carlo (MCMC) method for improved glottal inverse filtering

Interspeech 2012, 2012
Harri Auvinen   +3 more
openaire   +4 more sources

Convergence Diagnostics for Markov Chain Monte Carlo

Annual Review of Statistics and Its Application, 2020
Vivekananda Roy
exaly  

Stochastic Gradient Markov Chain Monte Carlo

Journal of the American Statistical Association, 2021
Christopher Nemeth, Paul Fearnhead
exaly  

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