Bootstrap methods in statistics (Q799049)
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scientific article; zbMATH DE number 3872478
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Bootstrap methods in statistics |
scientific article; zbMATH DE number 3872478 |
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Bootstrap methods in statistics (English)
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1984
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The bootstrap method of statistical estimation is surveyed. The consistency and asymptotic minimaxity of bootstrap distribution estimates are established. The asymptotic normality of these estimates is also proved. A close connection between bootstrap and jackknife methods is given. As an example the bootstrap estimate of the distribution of the Kolmogorov-Smirnov statistic is studied in detail.
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resampling
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Monte Carlo method
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survey
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bootstrap method
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consistency
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asymptotic minimaxity
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asymptotic normality
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jackknife methods
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Kolmogorov-Smirnov statistic
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