Publications of the Astronomical Society of the Pacific · 2018 · 483 citations · 29 references
Orbit DeterminationEngineeringAstrostatisticsAerospace SimulationNumerical SimulationLarge-scale SimulationOpen-source Python PackageAerodynamicsKeplerian OrbitsCelestial MechanicModeling And SimulationMarkov Chain Monte CarloComputational MechanicsImpose PriorsGeodesy
RadVel is an open-source Python package for modeling Keplerian orbits in radial velocity (RV) timeseries. RadVel provides a convenient framework to fit RVs using maximum a posteriori optimization and to compute robust confidence intervals by sampling the posterior probability density via Markov Chain Monte Carlo (MCMC). RadVel allows users to float or fix parameters, impose priors, and perform Bayesian model comparison. We have implemented real-time MCMC convergence tests to ensure adequate sampling of the posterior. RadVel can output a number of publication-quality plots and tables. Users may interface with RadVel through a convenient command-line interface or directly from Python. The code is object-oriented and thus naturally extensible. We encourage contributions from the community. Documentation is available at http://radvel.readthedocs.io.
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<tt>emcee</tt>: The MCMC Hammer
Publications of the Astronomical Society of the Pacific · 2013 · 11.3K citations · Full text
A Jupiter-mass companion to a solar-type star
Kepler Planet-Detection Mission: Introduction and First Results
W. J. Borucki, David Koch, Gibor Basri et al. · Science · 2010 · 3.8K citations