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The Art of Progressive Censoring

Applications to Reliability and Quality
BuchGebunden
645 Seiten
Englisch
Springererschienen am25.07.20142014
This is an up-to-date guide to the theory and methods of progressive censoring. Key topics include the foundations of progressive censoring; properties of progressively censored samples; and newly simulated data sets illustrating concepts throughout the text.mehr
Verfügbare Formate
BuchGebunden
EUR106,99
BuchKartoniert, Paperback
EUR106,99
E-BookPDF1 - PDF WatermarkE-Book
EUR96,29

Produkt

KlappentextThis is an up-to-date guide to the theory and methods of progressive censoring. Key topics include the foundations of progressive censoring; properties of progressively censored samples; and newly simulated data sets illustrating concepts throughout the text.
Details
ISBN/GTIN978-0-8176-4806-0
ProduktartBuch
EinbandartGebunden
Verlag
Erscheinungsjahr2014
Erscheinungsdatum25.07.2014
Auflage2014
ReiheStatistics for Industry and Technology
Seiten645 Seiten
SpracheEnglisch
Gewicht1262 g
IllustrationenXXI, 645 p. 47 illus., 4 illus. in color.
Artikel-Nr.32524208

Inhalt/Kritik

Inhaltsverzeichnis
Part I: Distribution Theory and Models.- Progressive censoring: Data and models.- Progressive Type-II censoring: Distribution theory.- Further distributional results on progressive Type-II censoring.- Progressive Type-I censoring: Basic properties.- Progressive hybrid censoring: Distributions and properties.- Adaptive progressive Type-II censoring and related models.- Moments of progressively Type-II censored order statistics.- Simulation of progressively censored order statistics.- Information Measures.- Progressive Type-II censoring under non-standard conditions.- Part II: Inference.- Linear estimation in progressive Type-II censoring.- Maximum likelihood estimation in progressive Type-II censoring.- Point estimation in progressive Type-I censoring.- Progressive hybrid and adaptive censoring and related inference.- Bayesian inference for progressively Type-II censored data.- Point prediction from progressively Type-II censored samples.- Statistical intervals for progressively Type-IIcensored data.- Progressive Type-I interval censored data.- Goodness-of-fit-tests in progressive Type-II censoring.- Counting and quantile processes and progressive censoring.- Nonparametric inferential issues in progressive Type-II censoring.- Part III: Applications in Survival Analysis and Reliability.- Acceptance sampling plans.- Accelerated life-testing.- Stress-strength models with progressively censored data.- Multi-sample models.- Optimal experimental designs.- Part IV: Appendices.- Appendix A: Distributions.- Appendix B: Additional demonstrative datasets.- Notation.- References.- Author index.- Subject index.mehr
Kritik
"This book offers a thorough and updated guide to the theory and methods of progressive censoring. ... The book has been written in a self-contained manner and, therefore, will be quite suitable either as a text for a graduate topic course, a text for a directed-reading course, or as a handbook on progressive censoring." (N. G. Gamkrelidze, zbMATH, Vol. 1365.62001, 2017)

"This gives a clear idea about the importance and growing interest in progressive censoring. ... The book, with its encyclopedic coverage of progressive censoring, is an invaluable asset for serious researchers and practitioners." (S. Panchapakesan, Mathematical Reviews, October, 2015)mehr

Autor

N. Balakrishnan is an Associate Director and Professor at Department of Aerospace Engineering and Supercomputer Edu- cation and Research Centre, Indian Institute of Science. His research interests include numerical electromagnetic, multi-parameter radars, and signal processing. His publications include 19 books and many peer-reviewed journal papers.