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Titlebook: Subsampling; Dimitris N. Politis,Joseph P. Romano,Michael Wolf Textbook 1999 Springer Science+Business Media New York 1999 Resampling.Subs

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发表于 2025-3-21 16:51:32 | 显示全部楼层 |阅读模式
书目名称Subsampling
编辑Dimitris N. Politis,Joseph P. Romano,Michael Wolf
视频video
丛书名称Springer Series in Statistics
图书封面Titlebook: Subsampling;  Dimitris N. Politis,Joseph P. Romano,Michael Wolf Textbook 1999 Springer Science+Business Media New York 1999 Resampling.Subs
描述Since Efron‘s profound paper on the bootstrap, an enormous amount of effort has been spent on the development of bootstrap, jacknife, and other resampling methods. The primary goal of these computer-intensive methods has been to provide statistical tools that work in complex situations without imposing unrealistic or unverifiable assumptions about the data generating mechanism. The primary goal of this book is to lay some of the foundation for subsampling methodology and related methods.
出版日期Textbook 1999
关键词Resampling; Subsampling; paper; sets; simulation
版次1
doihttps://doi.org/10.1007/978-1-4612-1554-7
isbn_softcover978-1-4612-7190-1
isbn_ebook978-1-4612-1554-7Series ISSN 0172-7397 Series E-ISSN 2197-568X
issn_series 0172-7397
copyrightSpringer Science+Business Media New York 1999
The information of publication is updating

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发表于 2025-3-21 20:59:16 | 显示全部楼层
Subsampling in the I.I.D. Caselitis and Romano (1992c, 1994b). The basic idea is to approximate the sampling distribution of a statistic based on the values of the statistic computed over smaller subsets of the data. For example, in the case where the data are . observations that are independent and identically distributed, a st
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Subsampling for Nonstationary Time Seriesodeling real-life data. To mention only two examples, many economic time series exhibit seasonal fluctuations, while stock return data typically show time-dependent variability. The goal of this chapter is to demonstrate that the subsampling method is by no means restricted to stationary series. We
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Confidence Sets for General Parametersproblem we consider is inference for a parameter θ(.). The focus of the present chapter is the case when the parameter space Θ is a metric space. The reason for considering such generality is to be able to consider the case when the parameter of interest is an unknown function, such as the marginal
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Extrapolation, Interpolation, and Higher-Order Accuracyeasure generating the observations is again denoted by .. As mentioned in Appendix A, the strong mixing condition amounts to α. (.) =sup. |.(.⋂.) —.(.).(.)|→0 as . tends to infinity, where . and . are events in the σ-algebras generated by {. < 0 } and {., . ≥ .}, respectively. The case where .,…, .
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