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math.ST2015
Tests for high dimensional data based on means, spatial signs and spatial ranks
Anirvan Chakraborty, Probal Chaudhuri
Tests based on sample mean vectors and sample spatial signs have been studied in the recent literature for high dimensional data with the dimension larger than the sample size. For…
math.ST2014
The deepest point for distributions in infinite dimensional spaces
Anirvan Chakraborty, Probal Chaudhuri
Identification of the center of a data cloud is one of the basic problems in statistics. One popular choice for such a center is the median, and several versions of median in finit…