An experimental evaluation of S-shaped software reliability growth models in academic environment-Comparison between models and determination of inflection rate

An experimental evaluation of S-shaped software reliability growth models in academic environment-Comparison between models and determination of inflection rate

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Article ID: iaor19911238
Country: Japan
Volume: J73-D-I
Issue: 2
Start Page Number: 189
End Page Number: 195
Publication Date: Feb 1990
Journal: Transactions of the Institute of Electronics, Information and Communication Engineers
Authors: , ,
Abstract:

Recently, two types of S-shaped software reliability growth models (a delayed S-shaped SRGM and an inflection S-shaped SRGM) have been proposed, and some analytical studies have been reported for these S-shaped SRGM’s. There are, however, only a few studies comparing these S-shaped SRGM’s using data from a relatively small project. This paper discusses an experimental evaluation of S-shaped SRGM’s using the common data sets collected from university student projects. It is shown that the delayed S-shaped model is superior to the inflection S-shaped model in both the accuracy of estimation and the goodness of fit. In addition, a new estimation method is proposed for an inflection rate, that is one of the key parameters in the inflection S-shaped SRGM. This new estimation method improves both the accuracy of estimation and the goodness of fit of the inflection S-shaped model. [In Japanese.]

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