Reliability and Survival Analysis / / by Md. Rezaul Karim, M. Ataharul Islam
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| Autore: |
Karim Md. Rezaul
|
| Titolo: |
Reliability and Survival Analysis / / by Md. Rezaul Karim, M. Ataharul Islam
|
| Pubblicazione: | Singapore : , : Springer Singapore : , : Imprint : Springer, , 2019 |
| Edizione: | 1st ed. 2019. |
| Descrizione fisica: | 1 online resource (xvii, 252 pages) : illustrations |
| Disciplina: | 536.7 |
| Soggetto topico: | Statistics |
| Social medicine | |
| Statistics for Life Sciences, Medicine, Health Sciences | |
| Statistics for Business, Management, Economics, Finance, Insurance | |
| Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences | |
| Medical Sociology | |
| Persona (resp. second.): | IslamM. Ataharul |
| Nota di contenuto: | Chapter 1: Reliability and Survival Analysis: Concepts and Definitions -- Chapter 2: Mean Lifetime and Residual Lifetime -- Chapter 3: Probability Distributions of Lifetimes (Uncensored) -- Chapter 4: Censoring Mechanisms -- Chapter 5: Probability Distributions of Lifetimes under Censoring Schemes -- Chapter 6: Nonparametric Methods -- Chapter 7: Parametric Methods -- Chapter 8: Regression Models -- Chapter 9: Generalized Linear Models for Failure Times -- Chapter 10: Components and Systems -- Chapter 11: Reliability Functions and Ageing Properties -- Chapter 12: Models for Production System -- Chapter 13: Stochastic Models -- Chapter 14: Further Topics -- References -- Appendix - A: Statistical Tables -- Appendix - B: Data Sets -- Appendix - C: R-Packages and Programming Codes -- Index. |
| Sommario/riassunto: | This book presents and standardizes statistical models and methods that can be directly applied to both reliability and survival analysis. These two types of analysis are widely used in many fields, including engineering, management, medicine, actuarial science, the environmental sciences, and the life sciences. Though there are a number of books on reliability analysis and a handful on survival analysis, there are virtually no books on both topics and their overlapping concepts. Offering an essential textbook, this book will benefit students, researchers, and practitioners in reliability and survival analysis, reliability engineering, biostatistics, and the biomedical sciences. . |
| Titolo autorizzato: | Reliability and Survival Analysis |
| ISBN: | 981-13-9776-7 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910350241603321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |