Original title: Regression with high breakdown point
Authors: Víšek, Jan Ámos
Document type: Papers
Conference/Event: ROBUST 2000. Letní škola JČMF /11./, Nečtiny (CZ), 2000-09-11 / 2000-09-15
Year: 2001
Language: eng
Abstract: The paper discusses in details various aspects of the point estimation, classic paradigm, Hampel's program and new paradigm, including reliability of algorithm and its implementation, the role of accompanying procedures and of heuristics. A spaecial attention is paid to the high breakdown point estimation, corresponding prejudices and misleading ideas. It reports theoretical results as well as practical consequences, describes a reliable algorithm for evaluation of the least squares. Case study included.
Keywords: classic paradigm; Hampel's program; point (robust) estimators
Project no.: AV0Z1075907 (CEP), IAA2075803 (CEP)
Funding provider: GA AV ČR
Host item entry: ROBUST'2000. Sborník prací jedenácté letní školy JČMF

Institution: Institute of Information Theory and Automation AS ČR (web)
Document availability information: Fulltext is available at the institute of the Academy of Sciences.
Original record: http://hdl.handle.net/11104/0130756

Permalink: http://www.nusl.cz/ntk/nusl-34875


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Research > Institutes ASCR > Institute of Information Theory and Automation
Conference materials > Papers