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Sharp inequalities for ordered random variables in statistics and reliability.. Volume I,. Standard order statistics

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Sharp inequalities for ordered random variables in statistics and reliability./ by Narayanaswamy Balakrishnan, Tomasz Rychlik.
其他題名:	Standard order statistics
作者:	Balakrishnan, N.
其他作者:	Rychlik, Tomasz.
出版者:	Cham :Springer Nature Switzerland : : 2024.,
面頁冊數:	xiv, 672 p. :ill., digital ; : 24 cm.;
Contained By:	Springer Nature eBook
標題:	Order statistics. -
電子資源:	https://doi.org/10.1007/978-3-031-61347-0
ISBN:	9783031613470

Sharp inequalities for ordered random variables in statistics and reliability.. Volume I,. Standard order statistics
Balakrishnan, N.

Sharp inequalities for ordered random variables in statistics and reliability.Volume I,Standard order statistics[electronic resource] /Standard order statisticsby Narayanaswamy Balakrishnan, Tomasz Rychlik. - Cham :Springer Nature Switzerland :2024. - xiv, 672 p. :ill., digital ;24 cm. - Frontiers in probability and the statistical sciences,2624-9995. - Frontiers in probability and the statistical sciences..

- Introduction and Notation -- Analytic Inequalities and Other Tools -- Deterministic Bounds -- General, Symmetric and Life IID Samples -- Sampling from Finite Populations -- IID Samples from Shape Restricted Families.

The book discusses various inequalities and sharp bounds for the usual order statistics as well as some functions of them. In particular, deterministic bounds, bounds for the case of IID samples from general, symmetric and life distributions, IID samples from shape restricted family of distributions, and samples from finite populations are all discussed in detail. An elaborate numerical evaluation and comparison of various bounds are also presented in order to illustrate their inherent differences as well as their precision. Furthermore, their applications to inference, reliability theory and characterizations are also highlighted. The book provides an in-depth exposure to various mathematical inequalities and bounds established historically as well as in recent years and their applications to order statistics and some important functions of them. It thus presents an up-to-date discussion of all results in this important area of mathematical and statistical research. The results described here are general in nature and therefore could be useful in other areas of Probability and Statistics as well.

ISBN: 9783031613470

Standard No.: 10.1007/978-3-031-61347-0doiSubjects--Topical Terms:

528248
Order statistics.

LC Class. No.: QA278.7

Dewey Class. No.: 519.5

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