Astronomy and Astrophysics – Astronomy
Scientific paper
Nov 2007
adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=2007aspc..371..220z&link_type=abstract
Statistical Challenges in Modern Astronomy IV ASP Conference Series, Vol. 371, proceedings of the conference held 12-15 June 200
Astronomy and Astrophysics
Astronomy
1
Scientific paper
We give a brief description of the tip test and caution its misuse when the goal is to determine whether the observed data are consisted of more than one class of objects. A more appropriate approach for this purpose based on finite mixture models and model-based clustering is introduced as an alternative. This approach is applied to the color distribution of the Plutinos, which indicates that the color distribution may be a mixture of two normal distribution with equal variance.
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