BayesVP: Full Bayesian Voigt profile fitting

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Ada Coda
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BayesVP: Full Bayesian Voigt profile fitting

Post by Ada Coda » Wed Nov 29, 2017 6:41 pm

BayesVP: Full Bayesian Voigt profile fitting

Abstract: BayesVP offers a Bayesian approach for modeling Voigt profiles in absorption spectroscopy. The code fits the absorption line profiles within specified wavelength ranges and generates posterior distributions for the column density, Doppler parameter, and redshifts of the corresponding absorbers. The code uses publicly available efficient parallel sampling packages to sample posterior and thus can be run on parallel platforms. BayesVP supports simultaneous fitting for multiple absorption components in high-dimensional parameter space. The package includes additional utilities such as explicit specification of priors of model parameters, continuum model, Bayesian model comparison criteria, and posterior sampling convergence check.

Credit: Liang, Cameron; Kravtsov, Andrey


Bibcode: 2017ascl.soft11004L

Preferred citation method: or

ID: ascl:1711.004
Last edited by Ada Coda on Sun Nov 25, 2018 9:31 pm, edited 1 time in total.
Reason: Updated code entry.

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