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Record Nr. |
UNINA9910146068303321 |
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Autore |
Rousseeuw Peter J |
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Titolo |
Robust regression and outlier detection [[electronic resource] /] / Peter J. Rousseeuw, Annick M. Leroy |
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Pubbl/distr/stampa |
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ISBN |
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1-280-25303-7 |
9786610253036 |
0-471-72537-4 |
0-471-72538-2 |
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Descrizione fisica |
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1 online resource (354 p.) |
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Collana |
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Wiley series in probability and mathematical statistics. Applied probability and statistics, , 0271-6356 |
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Altri autori (Persone) |
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Disciplina |
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Soggetti |
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Least squares |
Outliers (Statistics) |
Regression analysis |
Electronic books. |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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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; |
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Sommario/riassunto |
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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. |
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