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BAFFLES: Bayesian Ages for Field Lower-mass Stars

S. Adam Stanford-Moore, Eric L. Nielsen, Robert J. De Rosa, Bruce Macintosh, Ian Czekala

2020The Astrophysical Journal48 citationsDOIOpen Access PDF

Abstract

Abstract Age is a fundamental parameter of stars, yet in many cases, ages of individual stars are presented without robust estimates of the uncertainty. We have developed a Bayesian framework, BAFFLES , to produce the age posterior for a star from its calcium emission strength (log( )) or lithium abundance (Li EW) and B − V color. We empirically determine the likelihood functions for calcium and lithium as functions of age from literature measurements of stars in benchmark clusters with well-determined ages. We use a uniform prior on age, which reflects a uniform star formation rate. The age posteriors we derive for several test cases are consistent with literature ages found from other methods. BAFFLES represents a robust method to determine the age posterior probability distribution for any field star with 0.45 ≤ B − V ≤ 0.9 and a measurement of and/or 0.35 ≤ B − V ≤ 1.9 and measured Li EW. We compile colors, , and Li EW from over 2630 nearby field stars from the literature, and present the derived BAFFLES age posterior for each star.

Topics & Concepts

PhysicsStarsAstrophysicsBayesian probabilityPosterior probabilityStar (game theory)Field (mathematics)AstronomyStar formationBenchmark (surveying)Bayes' theoremBayes factorAbundance (ecology)Prior probabilityBayesian inferenceLithium (medication)Probability distributionStellar, planetary, and galactic studiesAstronomy and Astrophysical ResearchScientific Research and Discoveries
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