SIMBAD references

2023RNAAS...7..121S - Research Notes of the AAS, 7, 121 (2023/June-0)

Improving MCMC Convergence for Joint Astrometry and Radial Velocity Orbit-fits Through Reparameterization.

SURTI T., HIRSCH L., MADAYEN T., ALI Z., NIELSEN E., BLUNT S., WANG J., FERRER-CHAVEZ R. and MACINTOSH B.

Abstract (from CDS):

The exoplanet orbit-fitting software package orbitize! was initially designed to fit the orbits of directly imaged planets with relative astrometric measurements using a Markov Chain Monte Carlo (MCMC) algorithm. Since the publication of orbitize! v1.0, the ability to jointly fit radial velocities and astrometry has been incorporated. We first implemented a Basis class into orbitize! that enables users to add and fit in various orbit parameterizations. We then introduced a radial velocity-focused parameterization of the Keplerian orbital elements for the joint radial velocity and astrometry fits. We compared MCMC convergence speeds of the new radial velocity-focused basis to the original orbitize! standard basis for the system HD 190771, which has full orbital coverage in radial velocity data. We found a 16% faster convergence in time with the radial velocity-focused basis. We encourage users to consider using this basis when doing joint radial velocity and astrometry fits.

Abstract Copyright: © 2023. The Author(s). Published by the American Astronomical Society.

Journal keyword(s): Orbits - Spectroscopic binary stars - Visual binary stars - Exoplanet dynamics

Simbad objects: 1

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