BANYAN. II. VERY LOW MASS AND SUBSTELLAR CANDIDATE MEMBERS TO NEARBY, YOUNG KINEMATIC GROUPS WITH PREVIOUSLY KNOWN SIGNS OF YOUTH

We present Bayesian Analysis for Nearby Young AssociatioNs II (BANYAN II), a modified Bayesian analysis for assessing the membership of later-than-M5 objects to any of several Nearby Young Associations (NYAs). In addition to using kinematic information (from sky position and proper motion), this ana...

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Veröffentlicht in:The Astrophysical journal 2014-03, Vol.783 (2), p.1-35
Hauptverfasser: Gagne, Jonathan, Lafreniere, David, Doyon, Rene, Malo, Lison, ARTIGAU, ETIENNE
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container_end_page 35
container_issue 2
container_start_page 1
container_title The Astrophysical journal
container_volume 783
creator Gagne, Jonathan
Lafreniere, David
Doyon, Rene
Malo, Lison
ARTIGAU, ETIENNE
description We present Bayesian Analysis for Nearby Young AssociatioNs II (BANYAN II), a modified Bayesian analysis for assessing the membership of later-than-M5 objects to any of several Nearby Young Associations (NYAs). In addition to using kinematic information (from sky position and proper motion), this analysis exploits 2MASS-WISE color-magnitude diagrams in which old and young objects follow distinct sequences. We find that Bayesian probabilities are generally representative of contamination rates, except when a parallax measurement is considered. In this case contamination rates become significantly smaller and hence Bayesian probabilities for NYA memberships are pessimistic. We apply this new algorithm to a sample of 158 objects from the literature that are either known to display spectroscopic signs of youth or have unusually red near-infrared colors for their spectral type. Based on our analysis, we identify 25 objects as new highly probable candidates to NYAs, including a new M7.5 bona fide member to Tucana-Horologium, making it the latest-type member.
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subjects ALGORITHMS
ASTROPHYSICS, COSMOLOGY AND ASTRONOMY
Bayesian analysis
COLOR
Contamination
DATA ANALYSIS
DISTRIBUTION
Kinematics
MASS
Parallax
PROBABILITY
PROPER MOTION
SKY
Spectra
STARS
Youth
title BANYAN. II. VERY LOW MASS AND SUBSTELLAR CANDIDATE MEMBERS TO NEARBY, YOUNG KINEMATIC GROUPS WITH PREVIOUSLY KNOWN SIGNS OF YOUTH
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