Robust versus classical detection of atypical data

Antille, Gérard; Ritschard, Gilbert

doi:10.1016/0167-9473(92)90082-Q

Scientific article

English

Robust versus classical detection of atypical data

Contributors

Antille, Gérard; Ritschard, Gilbert

Published in

Computational statistics & data analysis, vol. 14, no. 1, p. 75-88

Publication date

1992

Abstract

Residuals from a robust fit and robust distances are discussed and used as indicators of outliers or leverage points. The performance of these robust diagnostics are compared to the classical ones by means of a simulation study.

UNIGE affiliation entities

Faculté des sciences de la société / Institut de démographie et de socioéconomie

Citation (ISO format)

ANTILLE, Gérard, RITSCHARD, Gilbert. Robust versus classical detection of atypical data. In: Computational statistics & data analysis, 1992, vol. 14, n° 1, p. 75–88. doi: 10.1016/0167-9473(92)90082-Q

Article (Published version)

Identifiers

PID : unige:3743
DOI : 10.1016/0167-9473(92)90082-Q

Journal ISSN

0167-9473

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854downloads

Creation

06/10/2009 11:59:12

First validation

06/10/2009 11:59:12

Update

14/03/2023 15:16:13

Status update

14/03/2023 15:16:13

Last indexation

29/10/2024 12:25:25

Robust versus classical detection of atypical data

Contributors

Published in

Publication date

Abstract

UNIGE affiliation entities

Citation (ISO format)

Main files (1)

Identifiers

Journal ISSN

Technical informations

Creation

First validation

Update

Status update

Last indexation