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research article
Robust binary regression
Robust procedures increase the reliability of the results of a data analysis. We studied such a robust procedure for binary regression models based on the criterion of least absolute deviation. The resulting estimating equation consists in a simple modification of the familiar maximum likelihood equation. This estimator is easy to compute with existing computational procedures and gives a high degree of protection. (C) 2010 Elsevier B.V. All rights reserved.
Type
research article
Web of Science ID
WOS:000286960500013
Authors
Publication date
2011
Publisher
Published in
Volume
141
Start page
1497
End page
1509
Peer reviewed
REVIEWED
EPFL units
Available on Infoscience
December 16, 2011
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