Reliability and Survival Analysis

• 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: 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.

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...

Πίνακας περιεχομένων:

• 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.