A trans-dimensional Bayesian model set averaging framework for 13C-MFA that averages flux estimates over uncertain network topologies using reversible jump MCMC and diffusive nested sampling.
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3 Pith papers cite this work. Polarity classification is still indexing.
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Quasar light curves constrain short-term volatility η better than timescale τ in DRW models; hierarchical Bayesian fit on 570 curves shows volatility decreases with bolometric luminosity and rest wavelength.
kima is extended with Gaia astrometry orbit models for Bayesian fitting and model comparison, validated on real and simulated data.
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The Information Content of Quasar Variability Light Curves: How Well Can we Infer Stochastic Model Parameters?
Quasar light curves constrain short-term volatility η better than timescale τ in DRW models; hierarchical Bayesian fit on 570 curves shows volatility decreases with bolometric luminosity and rest wavelength.