Journal of the Korean Statistical Society

The Korean Statistical Society (한국통계학회)
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On Nonparametric Estimation of Data Edges

  • Park, Byeong U. (Department of Statistics, Seoul National University)
  • Published : 2001.06.01
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Abstract

Estimation of the edge of a distribution has many important applications. It is related to classification, cluster analysis, neural network, and statistical image recovering. The problem also arises in measuring production efficiency in economic systems. Three most promising nonparametric estimators in the existing literature are introduced. Their statistical properties are provided, some of which are new. Themes of future study are also discussed.

Keywords

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