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Bayesian Spectral Deconvolution Based on Poisson Distribution: Bayesian Measurement and Virtual Measurement Analytics (VMA)

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In this paper, we propose a new method of Bayesian measurement for spectral deconvolution, which regresses spectral data into the sum of unimodal basis function such as Gaussian or Lorentzian… Click to show full abstract

In this paper, we propose a new method of Bayesian measurement for spectral deconvolution, which regresses spectral data into the sum of unimodal basis function such as Gaussian or Lorentzian funct...

Keywords: deconvolution based; bayesian measurement; measurement; spectral deconvolution; bayesian spectral

Journal Title: Journal of the Physical Society of Japan
Year Published: 2019

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