Discussion on ``Statistics of Optical Colors of KBOs and Centaurs'' by W. Romanishin and S. C. Tegler

Astronomy and Astrophysics – Astronomy

Scientific paper

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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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