Methodology in Robust and Nonparametric Statistics

AvJana Jureckova,Pranab Sen

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Engelska, 2012

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Beskrivning

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 by data mining and high-level computer-based algo

Produktinformation

Utgivningsdatum:2012-07-20
Språk:Engelska
Filformat:EPUB
Kopieringsskydd:LCP
ISBN:9781040198247
Förlag:Taylor & Francis Ltd

Utforska kategorier

Matematisk statistik inom Naturvetenskap och teknik

Mer om författaren

Jure?ková, Jana; Sen, Pranab; Picek, Jan

Innehållsförteckning

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. Asymptotic Interrelations of Estimators. Robust Estimation: Multivariate Perspectives. Robust Tests and Confidence Sets. Robust Estimation: Multivariate Perspectives. Robust Tests and Confidence Sets.