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Predicting software errors, during development, using nonlinear regression models: a comparative study

Published in IEEE Transactions on Reliability • Jan 1, 1992
Authors:
Taghi M. Khoshgoftaar
,
B. B. Bhattacharyya
,
G. D. Richardson

Abstract

Accurately predicting the number of faults in program modules is a major problem in quality control of a large software system. The authors' technique is to fit a nonlinear regression model to the number of faults in a program module (dependent variable) in terms of appropriate software metrics. Thi...

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