Laplace approximation and MCMC are compared for Bayesian uncertainty quantification in hybrid γ-ray spectral unmixing, with MCMC remaining accurate when constraints activate or background dominates.
Willink, Probability, belief and success rate: comments on ‘on the mean- ing of coverage probabilities’, Metrologia 47 (3) (2010) 343
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Bayesian approach for uncertainty quantification of hybrid spectral unmixing in $\gamma$-ray spectrometry
Laplace approximation and MCMC are compared for Bayesian uncertainty quantification in hybrid γ-ray spectral unmixing, with MCMC remaining accurate when constraints activate or background dominates.