Reliability and Survival Analysis

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 l...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Karim, Md. Rezaul (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Islam, M. Ataharul (http://id.loc.gov/vocabulary/relators/aut)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2019.
Έκδοση:1st ed. 2019.
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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245 1 0 |a Reliability and Survival Analysis  |h [electronic resource] /  |c by Md. Rezaul Karim, M. Ataharul Islam. 
250 |a 1st ed. 2019. 
264 1 |a Singapore :  |b Springer Singapore :  |b Imprint: Springer,  |c 2019. 
300 |a XVII, 252 p. 43 illus., 18 illus. in color.  |b online resource. 
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505 0 |a 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. 
520 |a 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. . 
650 0 |a Statistics . 
650 0 |a Social medicine. 
650 1 4 |a Statistics for Life Sciences, Medicine, Health Sciences.  |0 http://scigraph.springernature.com/things/product-market-codes/S17030 
650 2 4 |a Statistics for Business, Management, Economics, Finance, Insurance.  |0 http://scigraph.springernature.com/things/product-market-codes/S17010 
650 2 4 |a Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.  |0 http://scigraph.springernature.com/things/product-market-codes/S17020 
650 2 4 |a Medical Sociology.  |0 http://scigraph.springernature.com/things/product-market-codes/X22150 
700 1 |a Islam, M. Ataharul.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
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950 |a Mathematics and Statistics (Springer-11649)