Construction of Coupled Period-Mass Functions in Extrasolar Planets through the Nonparametric Approach
arXiv:0909.0824 · doi:10.1088/0004-6256/137/1/329
Abstract
Using the period and mass data of two hundred and seventy-nine extrasolar planets, we have constructed a coupled period-mass function through the non-parametric approach. This analytic expression of the coupled period-mass function has been obtained for the first time in this field. Moreover, due to a moderate period-mass correlation, the shapes of mass/period functions vary as a function of period/mass. These results of mass and period functions give way to two important implications: (1) the deficit of massive close-in planets is confirmed, and (2) the more massive planets have larger ranges of possible semi-major axes. These interesting statistical results will provide important clues into the theories of planetary formation.
20 pages, 7 figures, published in AJ, 137, 329 (2009)
References in corpus (7)
- Could the 55 Cancri Planetary System Really Be in the 3:1 Mean Motion Resonance?
- Probability and Statistical Inference
- Extrasolar planet taxonomy: a new statistical approach
- On the Mass-Period Distributions and Correlations of Extrasolar Planets
- Why are there so few hot Jupiters?
- Data Analysis on the Extra-solar Planets Using Robust Clustering
- A Possible Correlation between the Gaseous Drag Strength and Resonant Planetesimals in Planetary Systems
Cited by in corpus (18)
- A new model to predict weak-lensing peak counts II. Parameter constraint strategies
- Do unequal-mass binary black hole systems have larger ? Probing correlations with copulas in gravitational-wave astronomy
- Constructing a bivariate distribution function with given marginals and correlation: application to the galaxy luminosity function
- Gamma ray burst constraints on cosmological models from the improved Amati correlation
- Copula Cosmology: Constructing a Likelihood Function
- From Finance to Cosmology: The Copula of Large-Scale Structure
- Determining the core radio luminosity function of radio AGNs via copula
- The improved Amati correlations from Gaussian copula
- Redshift-evolutionary X-ray and UV luminosity relation of quasars from Gaussian copula
- On the Fundamental Mass-Period Functions of Extrasolar Planets
- Constructing a multivariate distribution function with a vine copula: toward multivariate luminosity and mass functions
- Are There Transit Timing Variations for the Exoplanet Qatar-1b ?
- Galaxies with Supermassive Binary Black Holes: (I) A Possible Model for the Centers of Core Galaxies
- The Period-Ratio and Mass-Ratio Correlation in Extra-Solar Multiple Planetary Systems
- Galaxies with Supermassive Binary Black Holes: (II) A Model with Cuspy Galactic Density Profiles
- On the Scaling and Spacing of Extra-Solar Multi-Planet Systems
- Clumps and Axisymmetric Features in Debris Discs
- On the Period-Ratio-Mass-Ratio Correlation of Extra-Solar Multi-Planet Systems