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Fast Bayesian Deconvolution Using Simple Reversible Jump Moves

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We propose a Markov chain Monte Carlo-based deconvolution method designed to estimate the number of peaks in spectral data, along with the optimal parameters of each radial basis function. Assuming... Click to show full abstract

We propose a Markov chain Monte Carlo-based deconvolution method designed to estimate the number of peaks in spectral data, along with the optimal parameters of each radial basis function. Assuming...

Keywords: deconvolution using; bayesian deconvolution; fast bayesian; simple reversible; deconvolution; using simple

Journal Title: Journal of the Physical Society of Japan
Year Published: 2021

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