A non parametric robust method for the detection of outliers in linear models

The detection of outliers for the standard least squares regression is a problem which has been extensevily studied. Lad Regression diagnostics offers alternative approaches whose main feature is the robustness. In this work, we propose a nonparametric method for detecting outliers in LAD regression...

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Bibliographic Details
Main Author: Faria, Susana (author)
Other Authors: Melfi, Giuseppe (author)
Format: conferenceObject
Language:eng
Published: 2006
Subjects:
Online Access:http://hdl.handle.net/1822/5728
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/5728