On the consistency of a spatial-type interval-valued median for random intervals

preprint2014arXivOpen access

Abstract

The sample dθd_θ-median is a robust estimator of the central tendency or location of an interval-valued random variable. While the interval-valued sample mean can be highly influenced by outliers, this spatial-type interval-valued median remains much more reliable. In this paper, we show that under general conditions the sample dθd_θ-median is a strongly consistent estimator of the dθd_θ-median of an interval-valued random variable.

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