Analogy-X: Providing Statistical Inference to Analogy-Based Software Cost Estimation

Data-intensive analogy has been proposed as a means of software cost estimation as an alternative to other data intensive methods such as linear regression. Unfortunately, there are drawbacks to the method. There is no mechanism to assess its appropriateness for a specific dataset. In addition, heur...

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Veröffentlicht in:	IEEE transactions on software engineering 2008-07, Vol.34 (4), p.471-484
Hauptverfasser:	Keung, J.W., Kitchenham, B.A., Jeffery, D.R.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Analogies Australia Automation Computer programs Computer Society Correlation Cost estimates Cost estimation Costs Data points Datasets Digital Object Identifier Feature selection Heuristic Heuristic algorithms Inference Input variables Linear regression Management Methods R&D Regression analysis Research & development Searching Sensitivity analysis Software Software algorithms Software Engineering Statistical analysis Statistical inference Statistical methods Studies Systematic review Systems design Testing Variables
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