Journal
COMPUTATIONAL STATISTICS
Volume 22, Issue 3, Pages 481-496Publisher
SPRINGER HEIDELBERG
DOI: 10.1007/s00180-007-0053-0
Keywords
depth measures; functional data; projections method; supervised classification; primary 62G07; secondary 62G20
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Five notions of data depth are considered. They are mostly designed for functional data but they can be also adapted to the standard multivariate case. The performance of these depth notions, when used as auxiliary tools in estimation and classification, is checked through a Monte Carlo study.
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