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https://elib.bsu.by/handle/123456789/339963| Title: | Discretization of data that do not change the limit distribution of asymptotically normal statistics |
| Authors: | Khil, E. V. Shklyaev, A. V. |
| Keywords: | ЭБ БГУ::ЕСТЕСТВЕННЫЕ И ТОЧНЫЕ НАУКИ::Математика ЭБ БГУ::МЕЖОТРАСЛЕВЫЕ ПРОБЛЕМЫ::Статистика |
| Issue Date: | 2025 |
| Publisher: | Minsk : BSU |
| Citation: | Computer Data Analysis and Modeling: Stochastics and Data Science : Proc. of the XIV Intern. Conf., Minsk, Sept. 24–27, 2025 / Belarusian State Univ. ; eds.: Yu. Kharin (ed.-in-chief) [et al.]. – Minsk : BSU, 2025. – Pp. 127-128. |
| Abstract: | We show that the specific discretization of data doesn’t change the limit distribution of a wide class of statistics. More specifically, we group the data in o( √ n) bundles, where n is the sample size. We show that the limit distribution of a wide class of functionals of the empirical cumulative distribution function remains the same after discretization |
| URI: | https://elib.bsu.by/handle/123456789/339963 |
| ISBN: | 978-985-881-830-2 |
| Licence: | info:eu-repo/semantics/restrictedAccess |
| Appears in Collections: | 2025. Computer Data Analysis and Modeling: Stochastics and Data Science |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| 127-128.pdf | 299,17 kB | Adobe PDF | View/Open |
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