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Opis

The Jackknife and bootstrap are the most popular data-resampling methods used in statistical analysis. This book provides a systematic introduction to the theory of the jackknife, bootstrap and other resampling methods that have been developed in the last twenty years. It aims to provide a guide to using these methods which will enable applied statisticians to feel comfortable in applying them to data in their own research. The authors have included examples of applying these methods in various applications in both the independent and identically distributed (iid) case and in more complicated cases with non-iid data sets. Readers are assumed to have a reasonable knowledge of mathematical statistics and so this will be made suitable reading for graduate students, researchers and practitioners seeking a wide-ranging survey of this important area of statistical theory and application.

Szczegóły książki

Kategoria Książki po angielsku Mathematics & science Mathematics Probability & statistics

• Pełny tytuł: Jackknife and Bootstrap
• Autor: Jun Shao, Dongsheng Tu
• Język: Angielski
• Oprawa: Twarda
• Liczba stron: 517
• EAN: 9780387945156
• ISBN: 0387945156
• ID: 01384066
• Wydawca: Springer-Verlag New York Inc.
• Waga: 938 g
• Wymiary: 241 × 159 × 33 mm
• Data wydania: 12. September 1996

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