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Estimation of Coverage Growth FunctionsEstimation of Coverage Growth Functions
- Other Titles
- Estimation of Coverage Growth Functions
- Issue Date
- 2011
- Publisher
- 한국통계학회
- Keywords
- Construct; coverage; coverage growth function; maximum likelihood; prediction error; software testing; software reliability
- Citation
- Communications for Statistical Applications and Methods, v.18, no.5, pp 667 - 674
- Pages
- 8
- Indexed
- KCI
- Journal Title
- Communications for Statistical Applications and Methods
- Volume
- 18
- Number
- 5
- Start Page
- 667
- End Page
- 674
- ISSN
- 2287-7843
- Abstract
- A recent trend in software reliability engineering accounts for the coverage growth behavior during testing. The coverage growth function (representing the coverage growth behavior) has become an essential component of software reliability models. Application of a coverage growth function requires the estimation of the coverage growth function. This paper considers the problem of estimating the coverage growth function. The existing maximum likelihood method is reviewed and corrected. A method of minimizing the sum of squares of the standardized prediction error is proposed for situations where the maximum likelihood method is not applicable.
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