Robust regression and outlier detection [electronic resource] / Peter J. Rousseeuw, Annick M. Leroy.
Provides an applications-oriented introduction to robust regression and outlier detection, emphasising °high-breakdown° methods which can cope with a sizeable fraction of contamination. Its self-contained treatment allows readers to skip the mathematical material which is concentrated in a few secti...
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Full Text (via Wiley) |
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| Format: | Electronic eBook |
| Language: | English |
| Published: |
New York :
Wiley,
[1987]
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| Subjects: |
MARC
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| 100 | 1 | |a Rousseeuw, Peter J. |0 http://id.loc.gov/authorities/names/n86052226 |1 http://isni.org/isni/0000000116113761. | |
| 245 | 1 | 0 | |a Robust regression and outlier detection |h [electronic resource] / |c Peter J. Rousseeuw, Annick M. Leroy. |
| 264 | 1 | |a New York : |b Wiley, |c [1987] | |
| 264 | 4 | |c ©1987. | |
| 300 | |a 1 online resource (xiv, 329 pages) : |b illustrations. | ||
| 336 | |a text |b txt |2 rdacontent. | ||
| 337 | |a computer |b c |2 rdamedia. | ||
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| 504 | |a Includes bibliographical references (pages 292-310) and index. | ||
| 500 | |a Includes index. | ||
| 505 | 0 | |a Simple regression -- Multiple regression -- The special case of one-dimensional location -- Algorithms -- Outlier diagnostics -- Related statistical techniques -- References -- Index. | |
| 520 | |a Provides an applications-oriented introduction to robust regression and outlier detection, emphasising °high-breakdown° methods which can cope with a sizeable fraction of contamination. Its self-contained treatment allows readers to skip the mathematical material which is concentrated in a few sections. | ||
| 546 | |a English. | ||
| 588 | 0 | |a Print version record. | |
| 650 | 0 | |a Regression analysis. |0 http://id.loc.gov/authorities/subjects/sh85112392. | |
| 650 | 0 | |a Outliers (Statistics) |0 http://id.loc.gov/authorities/subjects/sh85096171. | |
| 650 | 0 | |a Least squares. |0 http://id.loc.gov/authorities/subjects/sh85075570. | |
| 650 | 7 | |a Least squares. |2 fast |0 (OCoLC)fst00995082. | |
| 650 | 7 | |a Outliers (Statistics) |2 fast |0 (OCoLC)fst01049242. | |
| 650 | 7 | |a Regression analysis. |2 fast |0 (OCoLC)fst01432090. | |
| 700 | 1 | |a Leroy, Annick M. |0 http://id.loc.gov/authorities/names/n86052227 |1 http://isni.org/isni/0000000116385652. | |
| 776 | 0 | 8 | |i Print version: |a Rousseeuw, Peter J. |t Robust regression and outlier detection. |d New York : Wiley, ©1987 |z 0471852333 |w (DLC) 87008234. |
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