Output details
11 - Computer Science and Informatics
Keele University
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Output 0 of 0 in the submission
Article title
Analogy-X: Providing statistical inference to analogy-based software cost estimation
Type
D - Journal article
Title of journal
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
Article number
-
Volume number
34
Issue number
4
First page of article
471
ISSN of journal
0098-5589
Year of publication
2008
Number of additional authors
2
Additional information
<31> Data intensive case-based reasoning has been recommended as a useful technique for software cost estimation since 1996. However, in 2001 it was reported that the data-intensive method had a major flaw. Because it was not based on a formal statistical model it was liable to detecting spurious relationship and delivering incorrect predictions. This paper solved the problem. Using Mantel's Correlation and a randomisation test, it developed the first objective statistical process for assessing the applicability of data intensive case-based reasoning on a specific data set.
Interdisciplinary
-
Cross-referral requested
-
Research group
A - Software Engineering
Citation count
35
Proposed double-weighted
No
Double-weighted statement
-
Reserve for a double-weighted output
No
Non-English
No
English abstract
-
