On data depth in infinite dimensional spaces

The concept of data depth leads to a center-outward ordering of multivariate data, and it has been effectively used for developing various data analytic tools. While different notions of depth were originally developed for finite dimensional data, there have been some recent attempts to develop dept...

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Veröffentlicht in:	Annals of the Institute of Statistical Mathematics Jg. 66; H. 2; S. 303 - 324
Hauptverfasser:	Chakraborty, Anirvan, Chaudhuri, Probal
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Tokyo Springer Japan 01.04.2014 Springer Nature B.V
Schlagworte:	Brownian motion Economics Finance Gene expression Insurance Management Mathematical analysis Mathematical models Mathematics Mathematics and Statistics Order disorder Probability distribution Random variables Regression analysis Statistical analysis Statistics Statistics for Business Stochasticity Studies Mixing sequences Band depth Half-region depth Projection depth Half-space depth Spatial depth Fractional Brownian motions Geometric Brownian motions Integrated data depth
ISSN:	0020-3157, 1572-9052
Online-Zugang:	Volltext
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