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Methodology in Robust and Nonparametric Statistics.

Robust and nonparametric statistical methods have their foundation in fields ranging from agricultural science to astronomy, from biomedical sciences to the public health disciplines, and, more recently, in genomics, bioinformatics, and financial statistics. These disciplines are presently nourished...

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Bibliographic Details
Main Author: Jurecková, Jana
Corporate Author: Taylor & Francis
Format: eBook
Language:English
Published: Hoboken : CRC Press, 2012.
Subjects:
Robust statistics.
Nonparametric statistics.
Statistiques robustes.
Statistique non paramétrique.
Nonparametric statistics
Robust statistics
Nichtparametrische Statistik.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Introduction and synopsis
  • Preliminaries
  • Robust estimation of location and regression
  • Asymptotic representations for L-estimators
  • Asymptotic representations for M-estimators
  • Asymptotic representations for R-estimators
  • Asmptotic interralations of estimators
  • Robust estimation: multivariate perspectives
  • Robust tests and confidence sets.