Decomposition of multicomponent mass spectra using Bayesian probability theory

Details Decomposition of multicomponent mass spectra using Bayesian probability theory Decomposition of multicomponent mass spectra using Bayesian probability theory

2002-05-02

arxiv.org/abs/physics/0205004v1

Physics

Data Analysis, Statistics and Probability

Scientific paper

We present a method for the decomposition of mass spectra of mixture gases using Bayesian probability theory. The method works without any calibration measurement and therefore applies also to the analysis of spectra containing unstable species. For the example of mixtures of three different hydrocarbon gases the algorithm provides concentrations and cracking coefficients of each mixture component as well as their confidence intervals. The amount of information needed to obtain reliable results and its relation to the accuracy of our analysis are discussed.

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