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A Study on Dynamic Weighted Failure Entropy of Order α
- Source :
- American Journal of Mathematical and Management Sciences. 36:137-149
- Publication Year :
- 2017
- Publisher :
- Informa UK Limited, 2017.
-
Abstract
- SYNOPTIC ABSTRACTAbbasnejad (2011) proposed new measures of information known as failure and dynamic failure entropy of order α based on generalization of the well-known cumulative entropy. In this article, we propose the weighted forms of failure entropy (WFE) and dynamic failure entropy (DWFE) of order α. Some relationships of these measures with well-known reliability measures and ageing classes are studied and some characterization results for reflected Weibull distribution are provided. We also propose an empirical estimator for the WDFE of order α. We demonstrate the performance of the proposed estimator with a real life data set and further carried out a comprehensive Monte-Carlo simulation study.
- Subjects :
- Conditional entropy
Applied Mathematics
Principle of maximum entropy
020206 networking & telecommunications
02 engineering and technology
01 natural sciences
General Business, Management and Accounting
Joint entropy
Binary entropy function
010104 statistics & probability
Cross entropy
Statistics
Maximum entropy probability distribution
0202 electrical engineering, electronic engineering, information engineering
Entropy (information theory)
Applied mathematics
Transfer entropy
0101 mathematics
Mathematics
Subjects
Details
- ISSN :
- 23258454 and 01966324
- Volume :
- 36
- Database :
- OpenAIRE
- Journal :
- American Journal of Mathematical and Management Sciences
- Accession number :
- edsair.doi...........dcbb8e9aa28f634aa71c4f08252c5f1c