کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
1151114 | 1489828 | 2013 | 17 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Strong approximations for weighted bootstrap of empirical and quantile processes with applications
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
ریاضیات
آمار و احتمال
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Strong approximations for weighted bootstrap of empirical and quantile processes with applications Strong approximations for weighted bootstrap of empirical and quantile processes with applications](/preview/png/1151114.png)
چکیده انگلیسی
The main purpose of this paper is to investigate the strong approximation of the weighed bootstrap of empirical and quantile processes. The bootstrap idea is to reweight the original empirical distribution by stochastic weights. Our results are applied in two concrete statistical problems: the QQ–QQ processes as well as the kernel-type density estimator. Finally, a general notion of bootstrapped empirical quantile processes, from randomly censored data, constructed by exchangeably weighting samples is presented.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Statistical Methodology - Volume 11, March 2013, Pages 36–52
Journal: Statistical Methodology - Volume 11, March 2013, Pages 36–52
نویسندگان
Sergio Alvarez-Andrade, Salim Bouzebda,