Test oracles using statistical methods

Zusammenfassung
The oracle problem is addressed for random testing and testing of randomized software. The presented Statistical Oracle is a Heuristic Oracle using statistical methods, especially statistical tests. The Statistical Oracle is applicable in case there are explicit formulae for the mean, the distribution, and so on, of characteristics computable from the test result. However, the present paper only deals with the mean. As with the Heuristic Oracle, the decision of the Statistical Oracle is not always correct. An example from image analysis is shown, where the Statistical Oracle has successfully been applied.
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  • BibTeX
Mayer, J. & Guderlei, R., (2004). Test oracles using statistical methods. In: Beydeda, K., Gruhn, V., Mayer, J., Reussner, R. & Schweiggert, F. (Hrsg.), Testing of component-based systems and software quality. Bonn: Gesellschaft für Informatik e.V.. (S. 179-189).
@inproceedings{mci/Mayer2004,
author = {Mayer, Johannes AND Guderlei, Ralph},
title = {Test oracles using statistical methods},
booktitle = {Testing of component-based systems and software quality},
year = {2004},
editor = {Beydeda, Ksami AND Gruhn, Volker AND Mayer, Johannes AND Reussner, Ralf AND Schweiggert, Franz} ,
pages = { 179-189 },
publisher = {Gesellschaft für Informatik e.V.},
address = {Bonn}
}
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Mehr Information

ISBN: 3-88579-387-3
ISSN: 1617-5468
Datum: 2004
Sprache: en (en)
Typ: Text/Conference Paper
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