
Analysis of Step-Stress Models
Existing Results and Some Recent Developments
Description
Key Features
- Explains the different distributions of the Cumulative Exposure Mode
- Covers many different models used for step-stress analysis
- Discusses Step-stress life testing under the competing or complementary risk model
Readership
Statistical practitioners, senior undergraduate and graduate students, and researchers in statistics
Table of Contents
Chapter 1. Introduction
1.1. Life Testing Experiments and its Difficulties
1.2. Accelerated Life Testing
1.3. Censoring
1.4. Different Forms of Data
1.5. Different Models
1.6. Organization of the Monograph
Chapter 2. Cumulative Exposure Model
2.1. Introduction
2.2. One Parameter Exponential Distribution
2.3. Two-Parameter Exponential Distribution
2.4. Weibull distribution
2.5. Generalized Exponential Distribution
2.6. Other Continuous Distributions
2.7. Geometric Distribution
2.8. Multiple Step-Stress Model
Chapter 3. Other related models
3.1. Introduction
3.2. Tampered Random Variable Model
3.3. Tampered Failure Rate Model
3.4. Cumulative Risk Model
Chapter 4. SSLT with Multiple Failure Modes
4.1. Introduction
4.2. SSLT and Competing Risks
4.3. Exponential Distribution: CEM
4.4. Exponential Distribution: CRM
4.5. Weibull Distribution: TFRM
4.6. SSLT and Complementary Risks
Chapter 5. Miscellaneous Topics
5.1. Introduction
5.2. Random Stress Changing Time Model
5.3. Order Restricted Inference
5.4. Meta Analysis Approach
5.5. Optimal Design of SSLTs
5.6. Further Reading
Product details
- No. of pages: 186
- Language: English
- Copyright: © Academic Press 2017
- Published: June 15, 2017
- Imprint: Academic Press
- eBook ISBN: 9780081012406
- Paperback ISBN: 9780128097137
About the Authors
Debasis Kundu
Affiliations and Expertise
Ayon Ganguly
Affiliations and Expertise
Ratings and Reviews
Latest reviews
(Total rating for all reviews)
Amulya M. Wed Apr 25 2018
Nice book
Really a nice book for the one who wants to learn about step stress accelerated life testing. The matter is nicely discussed.