Description Usage Format Author(s) References Examples
A one dimensional data and its hierarchical modal clustering with 2 main clusters
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oned
is a one dimensional data with 2 main clusters and several subclusters.
oned.hmac
is an object of class 'hmac'
obtained from applying phmac
on disc2d and disc3d respectively
Surajit Ray and Yansong Cheng
Li. J, Ray. S, Lindsay. B. G, "A nonparametric statistical approach to clustering via mode identification," Journal of Machine Learning Research , 8(8):1687-1723, 2007.
Lindsay, B.G., Markatou M., Ray, S., Yang, K., Chen, S.C. "Quadratic distances on probabilities: the foundations," The Annals of Statistics Vol. 36, No. 2, page 983–1006, 2008.
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