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A measure of variability within parametric families of continuous distributions
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SYSNO ASEP 0567877 Druh ASEP J - Článek v odborném periodiku Zařazení RIV Záznam nebyl označen do RIV Poddruh J Článek ve WOS Název A measure of variability within parametric families of continuous distributions Tvůrce(i) Fabián, Zdeněk (UIVT-O) SAI, RID Zdroj.dok. Communications in Statistics - Theory and Methods. - : Taylor & Francis - ISSN 0361-0926
Online 11 January 2023 (2024)Poč.str. 13 s. Jazyk dok. eng - angličtina Země vyd. US - Spojené státy americké Klíč. slova Scalar-valued score ; score mean ; score variance ; distance in the sample space Obor OECD Statistics and probability Způsob publikování Open access Institucionální podpora UIVT-O - RVO:67985807 UT WOS 000910123100001 EID SCOPUS 85146227373 DOI 10.1080/03610926.2022.2155792 Anotace A new approach to theory of continuous probability distributions, based on scalar-valued score functions, offers the score mean as a finite typical value of distributions including the heavy-tailed ones. In the article, we define the score variance as a finite measure of variability of distributions with respect to the typical value and discuss its properties and methods of its estimation. By means of the square root of the score variance we introduce a generalized Rao distance in the sample space. Pracoviště Ústav informatiky Kontakt Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800 Rok sběru 2025 Elektronická adresa https://dx.doi.org/10.1080/03610926.2022.2155792
Počet záznamů: 1