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Data analysis on the extrasolar planets using robust clustering

2006/06/27 by Ing-Guey Jiang, Ing‐Guey Jiang, Li-Chin Yeh +5
Physics and Astronomy · #Astro and Planetary Science #Astronomy and Astrophysical Research #Stellar, planetary, and galactic studies #astro-ph

paper · pdf · doi:10.1111/j.1365-2966.2006.10580.x

published as MNRAS 370, 1379 (2006) · published in MNRAS, the results of Cluster Analysis can be taken electronically from the main latex file for further comparisons and studies

openalex publication_date 2006/06/27 · arxiv created 2006/10/24 · arxiv updated 2009/12/01 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

We use both the conventional and more recently developed methods of cluster analysis to study the data of extrasolar planets (exoplanets). Using the data set with planetary mass M, orbital period P and orbital eccentricity e, we investigate the possible clustering in the ln M, ln P, ln P–ln M,e and lnP–e spaces. There are two main implications: (1) mass distribution is continuous, and (2) orbital population could be classified into three clusters, which correspond to the exoplanets in the regimes of tidal, ongoing tidal and disc interaction, respectively.

Citations