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Record Nr. |
UNINA9910824461203321 |
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Titolo |
Robust methods in biostatistics / / Stephane Heritier ... [et al.] |
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Pubbl/distr/stampa |
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Chichester, West Sussex ; ; Hoboken, : J. Wiley, 2009 |
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ISBN |
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9786612123221 |
9781282123229 |
128212322X |
9780470740538 |
0470740531 |
9780470740545 |
047074054X |
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Edizione |
[1st ed.] |
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Descrizione fisica |
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1 online resource (294 p.) |
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Collana |
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Wiley Series in Probability and Statistics ; ; v.825 |
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Altri autori (Persone) |
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Disciplina |
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Soggetti |
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Biometry - Statistical methods |
Biomathematics |
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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 Methods in Biostatistics; Contents; Preface; Acknowledgments; 1 Introduction; What is Robust Statistics?; Against What is Robust Statistics Robust?; Are Diagnostic Methods an Alternative to Robust Statistics? .; How do Robust Statistics Compare with Other Statistical Procedures in Practice?; 2 Key Measures and Results; Introduction; Statistical Tools for Measuring Robustness Properties; The Influence Function; The Breakdown Point; Geometrical Interpretation; The Rejection Point; General Approaches for Robust Estimation; The General Class of M-estimators; Properties of M-estimators |
The Class of S-estimatorsStatistical Tools for Measuring Tests Robustness; Sensitivity of the Two-sample t-test; Local Stability of a Test: the Univariate Case; Global Reliability of a Test: the Breakdown Functions; General Approaches for Robust Testing; Wald Test, Score Test and LRT; Geometrical Interpretation; General -type Classes of Tests; Asymptotic Distributions; Robustness Properties; 3 Linear |
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