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Expected and unexpected values of individual Mahalanobis distances

Deliang Dai, T. Holgersson and P. Karlsson

Communications in Statistics - Theory and Methods, 2017, vol. 46, issue 18, 8999-9006

Abstract: This paper derives first-order sampling moments of individual Mahalanobis distances (MDs) in cases when the dimension p of the variable is proportional to the sample size n. Asymptotic expected values when n, p → ∞ are derived under the assumption p/n → c, 0 ⩽ c

Date: 2017
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DOI: 10.1080/03610926.2016.1200096

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