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Více informací o knize Jack-knife, the Bootstrap and Other Resampling Plans

• Parametry knihy
• Anotace
• Oblíbené z jiného soudku

Anotace knihy

The jackknife and the bootstrap are nonparametric methods for assessing the errors in a statistical estimation problem. They provide several advantages over the traditional parametric approach: the methods are easy to describe and they apply to arbitrarily complicated situations; distribution assumptions, such as normality, are never made. This monograph connects the jackknife, the bootstrap, and many other related ideas such as cross-validation, random subsampling, and balanced repeated replications into a unified exposition. The theoretical development is at an easy mathematical level and is supplemented by a large number of numerical examples. The methods described in this monograph form a useful set of tools for the applied statistician. They are particularly useful in problem areas where complicated data structures are common, for example, in censoring, missing data, and highly multivariate situations.

Parametry knihy

Zařazení knihy Knihy v angličtině Mathematics & science Mathematics Probability & statistics

• Plný název: Jack-knife, the Bootstrap and Other Resampling Plans
• Autor: Bradley Efron
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 99
• EAN: 9780898711790
• ISBN: 0898711797
• ID: 02049989
• Nakladatelství: Society for Industrial & Applied Mathematics,U.S.
• Hmotnost: 184 g
• Rozměry: 251 × 173 × 7 mm
• Datum vydání: 31. January 1982

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