Nonparametric Tests Applicable to High Dimensional Data
Keyword(s):
Constructions of data driven ordering of set of multivariate observations are presented. The methods employ also dissimilarity measures. The ranks are used in the construction of test statistics for location problem and in the construction of the corresponding multiple comparisons rule. An important aspect of the resulting procedures is that they can be used also in the multisample setting and in situations where the sample size is smaller than the dimension of the observations. The performance of the proposed procedures is illustrated by simulations.
Keyword(s):
2018 ◽
Vol 89
(7)
◽
pp. 1800015
◽
Keyword(s):
2018 ◽
Vol 1036
◽
pp. 011001
Keyword(s):
Keyword(s):
Keyword(s):
2014 ◽
Vol 45
(10)
◽
pp. 3716-3743
◽
Keyword(s):
2017 ◽
Vol 57
(7)
◽
pp. 1213-1220
◽
Keyword(s):