文档介绍：Robust Regression
and Outlier Detection
Robust Regression
and Outlier Detection
PETER J. ROUSSEEUW
Dept. of Mathematics puting
Universitaire Instelling Antwerpen
Universiteitsplein 1
B-2610 Antwerp, Belgium
******@
ANNICK M. LEROY
Bristol-Myers-Squibb
B-1170 Brussels, Belgium
JOHN WILEY & SONS
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Librmp of r*Joging in Pub&&n Du&:
Rousseeuw, Peter J.
Robust regression and outlier detection.
(Wiley series in probability and mathematical
statistics. Applied probability and statistics,
ISSN 0271-6356)
Bibliography: p.
Includes index.
1. Regression analysis. 2. Outliers (Statistics)
3. Least squares. I. Leroy, Annick M. 11. Title.
111. Series.
1987 '36 87-8234
ISBN 0471-85233-3
Printed in the United States of America
10 9
If among these errors are some which appear too large to be admissible,
thn those observations which produced these errors will be rejected, as
coming from too faulty experiments, and the unknowns will be determined
by means of the other observations, which will then give much smaller
errors