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Reliability and survival analysis

Islam, M. Ataharul.

Reliability and survival analysis

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Reliability and survival analysisby Md. Rezaul Karim, M. Ataharul Islam.
作者:	Karim, Md. Rezaul.
其他作者:	Islam, M. Ataharul.
出版者:	Singapore :Springer Singapore :2019.
面頁冊數:	xvii, 252 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer eBooks
標題:	Failure time data analysis.
電子資源:	https://doi.org/10.1007/978-981-13-9776-9
ISBN:	9789811397769$q(electronic bk.)

Reliability and survival analysis
Karim, Md. Rezaul.

Reliability and survival analysis[electronic resource] /by Md. Rezaul Karim, M. Ataharul Islam. - Singapore :Springer Singapore :2019. - xvii, 252 p. :ill. (some col.), digital ;24 cm.

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.

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.

ISBN: 9789811397769$q(electronic bk.)

Standard No.: nam a2200337 a 4500Subjects--Topical Terms:

182533
Failure time data analysis.

LC Class. No.: QA276 / .K37 2019

Dewey Class. No.: 519.546

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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.
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