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Bayesian Deconvolution
Authors:Cynthia Rhode  Scott Whittenburg
Institution:Department of Chemistry , University of New Orleans , New Orleans, Louisiana, 70148
Abstract:Bayesian probability has been applied to the problem of estimating the true spectral lineshape from an experimental peak with prior knowledge of the instrumental contribution. The results demonstrate that Bayesian deconvolution provides excellent estimates of the parameters defining the true spectral lineshape even from strongly overlapping or broadened peaks in the presence of significant noise levels.
Keywords:Bayesian probability  Deconvolution
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