GOMPERTZ BASED SPRT: MLE

Sequential Analysis of Statistical science could be adopted in order to decide upon the reliability / unreliability of the developed software very quickly. The procedure adopted for this is, Sequential Probability Ratio Test (SPRT). It is designed for continuous monitoring. The likelihood based SPRT...

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Bibliographic Details
Published in:Journal of Theoretical and Applied Information Technology 2016-04, Vol.86 (2), p.266-266
Main Authors: Prasad, R Satya, Suryanarayana, V, Mohan, G Krishna
Format: Article
Language:English
Subjects:
Computer programs
Information technology
Mathematical models
Maximum likelihood estimation
Monitoring
Parameters
Software
Software reliability
Online Access:Get full text
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Summary:Sequential Analysis of Statistical science could be adopted in order to decide upon the reliability / unreliability of the developed software very quickly. The procedure adopted for this is, Sequential Probability Ratio Test (SPRT). It is designed for continuous monitoring. The likelihood based SPRT proposed by Wald is very general and it can be used for many different probability distributions. The parameters are estimated using Maximum Likelihood Estimation (MLE). In the present paper, the Gompertz model is used on five sets of existing software reliability data and analyzed the results.
ISSN:1817-3195