Allesfitter: Flexible Star and Exoplanet Inference From Photometry and Radial Velocity
arXiv:2003.14371 · doi:10.3847/1538-4365/abe70e
Abstract
We present allesfitter, a public and open-source python software for flexible and robust inference of stars and exoplanets given photometric and radial velocity data. Allesfitter offers a rich selection of orbital and transit/eclipse models, accommodating multiple exoplanets, multi-star systems, transit-timing variations, phase curves, stellar variability, star spots, stellar flares, and various systematic noise models including Gaussian Processes. It features both parameter estimation and Bayesian model selection, allowing to easily run either a Markov Chain Monte Carlo (MCMC) or Nested Sampling fit. For novice users, a graphical user interface allows to specify all input and perform analyses; for python users, all modules can be readily imported in any existing scripts. Allesfitter also produces publication-ready tables, LaTeX commands, and figures. The software is publicly available (https://github.com/MNGuenther/allesfitter), pip-installable (pip install allesfitter) and well documented (www.allesfitter.com). Finally, we demonstrate the software's capabilities on several examples and provide updates to the literature where possible for Pi Mensae, TOI-216, WASP-18, KOI-1003 and GJ 1243.
arXiv comment36 pages, 15 figures, 9 tables, submitted to AAS journals
References in corpus (59)
- emcee: The MCMC Hammer
- The NumPy array: a structure for efficient numerical computation
- MultiNest: an efficient and robust Bayesian inference tool for cosmology and particle physics
- dynesty: A Dynamic Nested Sampling Package for Estimating Bayesian Posteriors and Evidences
- batman: BAsic Transit Model cAlculatioN in Python
- Importance Nested Sampling and the MultiNest Algorithm
- Efficient, uninformative sampling of limb darkening coefficients for two-parameter laws
- On the Unique Solution of Planet and Star Parameters from an Extrasolar Planet Transit Light Curve
- EXOFAST: A fast exoplanetary fitting suite in IDL
- PolyChord: next-generation nested sampling
- Accurate, Empirical Radii and Masses of Planets and their Host Stars with Gaia Parallaxes
- Kepler Flares I. Active and Inactive M dwarfs
- Eclipsing binaries in open clusters. II. V453 Cyg in NGC 6871
- Friends of Hot Jupiters I: A Radial Velocity Search for Massive, Long-Period Companions to Close-In Gas Giant Planets
- Juliet: a versatile modelling tool for transiting and non-transiting exoplanetary systems
- Stellar Flares from the First Tess Data Release: Exploring a New Sample of M-dwarfs
- STARRY: Analytic Occultation Light Curves
- The Kepler Catalog of Stellar Flares
- Limb and gravity-darkening coefficients for the TESS satellite at several metallicities, surface gravities, and microturbulent velocities
- Dynamic nested sampling: an improved algorithm for parameter estimation and evidence calculation
- A Gaussian process framework for modelling instrumental systematics: application to transmission spectroscopy
- Kepler Flares II: The Temporal Morphology of White-Light Flares on GJ 1243
- Stellar Limb-Darkening Coefficients for CoRot and Kepler
- Time-Resolved Properties and Global Trends in dMe Flares from Simultaneous Photometry and Spectra
- Transit Least Squares: Optimized transit detection algorithm to search for periodic transits of small planets
- Wotan: Comprehensive time-series de-trending in Python
- PyTransit: Fast and Easy Exoplanet Transit Modelling in Python
- The TRAPPIST survey of southern transiting planets. I. Thirty eclipses of the ultra-short period planet WASP-43 b
- TESS Discovery of a Transiting Super-Earth in the Mensae System
- The Origin of RNA Precursors on Exoplanets
- The changing phases of extrasolar planet CoRoT-1b
- ELLC - a fast, flexible light curve model for detached eclipsing binary stars and transiting exoplanets
- Eclipsing binaries in open clusters. III. V621 Per in chi Persei
- A super-Earth and two sub-Neptunes transiting the nearby and quiet M dwarf TOI-270
- Physical properties of the 0.94-day period transiting planetary system WASP-18
- NGTS-1b: A hot Jupiter transiting an M-dwarf
- TESS full orbital phase curve of the WASP-18b system
- RUN DMC: An efficient, parallel code for analyzing Radial Velocity Observations using N-body Integrations and Differential Evolution Markov chain Monte Carlo
- New low-mass eclipsing binary systems in Praesepe discovered by K2
- The Anglo-Australian Planet Search. XXII. Two New Multi-Planet Systems
- A Third Hot White Dwarf Companion Detected by Kepler
- TESS delivers its first Earth-sized planet and a warm sub-Neptune
- A probable planetary companion to HD 39091 from the Anglo-Australian Planet Search
- On the Feasibility of Intense Radial Velocity Surveys for Earth-twin Discoveries
- Transit light curve and inner structure of close-in planets
- Sampling Errors in Nested Sampling Parameter Estimation
- Complex Rotational Modulation of Rapidly Rotating M-Stars Observed with TESS
- No Conclusive Evidence for Transits of Proxima b in MOST photometry
- Detection of a giant flare displaying quasi-periodic pulsations from a pre-main sequence M star with NGTS
- WASP-128b: a transiting brown dwarf in the dynamical-tide regime
- TESS observations of the WASP-121 b phase curve
- Kepler Flares IV: A Comprehensive Analysis of the Activity of the dM4e Star GJ 1243
- A resonant pair of warm giant planets revealed by TESS
- Phase Curve of the Hot Jupiter WASP-19b
- TOI-216b and TOI-216c: Two warm, large exoplanets in or slightly wide of the 2:1 orbital resonance
- Ground-based detection of G star superflares with NGTS
- HD 191939: Three Sub-Neptunes Transiting a Sun-like Star Only 54 pc Away
- TESS discovery of a super-Earth and three sub-Neptunes hosted by the bright, Sun-like star HD 108236
- KOI-1003: A new spotted, eclipsing RS CVn binary in the Kepler field
Cited by in corpus (5)
- TESS Reveals HD 118203 b to be a Transiting Planet
- NGTS-19b : A high mass transiting brown dwarf in a 17-day eccentric orbit
- NGTS 15b, 16b, 17b and 18b: four hot Jupiters from the Next Generation Transit Survey
- PACMAN: A pipeline to reduce and analyze Hubble Wide Field Camera 3 IR Grism data
- A sub-Neptune transiting the young field star HD 18599 at 40 pc