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Robust and classical outlyingness indicators a simulation study

 

作者: Gérard Antille,   Gilbert Ritschard,  

 

期刊: Communications in Statistics - Simulation and Computation  （Taylor Available online 1990）
卷期: Volume 19, issue 2  

页码: 505-512

 

ISSN:0361-0918

 

年代: 1990

 

DOI:10.1080/03610919008812871

 

出版商: Marcel Dekker, Inc.

 

关键词: regression diagnostics;outliers;leverage points;M and high breakdown point estimators;robust distances

 

数据来源: Taylor

 

摘要:

Robust outlyingness indicators provide a more reliable alternative to least square diagnostics. This paper explains why and illustrates this superiority with a simulation study.

 

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