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The least trimmed squares - Part I: Consistency

Publication at Faculty of Social Sciences |
2006

Abstract

The consistency of the least trimmed squares estimator (see Rousseeuw [14] or Hampel et al. [8]) is proved under general conditions. The assumptions employed in paper are discussed in details to clarify the consequences for the applications.