Bayesian analysis of biexponential time-decaying signals

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Abstract

In this paper we demonstrate the use of Bayesian analysis methods for the extraction of information from time-domain biexponentially decaying functions. In several forms of time-domain spectroscopy the physically interesting spectrum consists of multiple exponentially decaying functions. Here we demonstrate the use of Bayesian analysis to extract information on both exponentially decaying signals from a biexponentially decaying signal in the presence of noise. Other spectral factors will be considered.

Original languageEnglish
Pages (from-to)559-566
Number of pages8
JournalSpectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy
Volume54
Issue number4
DOIs
StatePublished - Apr 1998

Keywords

  • Bayesian analysis
  • Biexponential decay

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