Robust regression and outlier detection [[electronic resource] /] / Peter J. Rousseeuw, Annick M. Leroy
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| Autore: |
Rousseeuw Peter J
|
| Titolo: |
Robust regression and outlier detection [[electronic resource] /] / Peter J. Rousseeuw, Annick M. Leroy
|
| Pubblicazione: | New York, : Wiley, c1987 |
| Descrizione fisica: | 1 online resource (354 p.) |
| Disciplina: | 519.5/36 |
| Soggetto topico: | Least squares |
| Outliers (Statistics) | |
| Regression analysis | |
| Soggetto genere / forma: | Electronic books. |
| Altri autori: |
LeroyAnnick M
|
| Note generali: | Description based upon print version of record. |
| Nota di bibliografia: | Includes bibliographical references and index. |
| Nota di contenuto: | Robust Regression and Outlier Detection; Contents; 1. Introduction; 2. Simple Regression; 3. Multiple Regression; 4. The Special Case of One-Dimensional Location; 5. Algorithms; 6. Outlier Diagnostics; 7. Related Statistical Techniques; References; Table of Data Sets; Index; |
| Sommario/riassunto: | 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. |
| Titolo autorizzato: | Robust regression and outlier detection |
| ISBN: | 1-280-25303-7 |
| 9786610253036 | |
| 0-471-72537-4 | |
| 0-471-72538-2 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910146068303321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Wiley series in probability and mathematical statistics. . -Applied probability and statistics.