University of Bahrain
Scientific Journals

Naive Principal Component Analysis in Software Reliability Studies

Show simple item record Loganathan, A R Jeromia, Muthuraj 2019-04-29T09:58:59Z 2019-04-29T09:58:59Z 2019-05-01
dc.description.abstract Software usage has been dealing major parts in all the activities of individuals as well as organizations. Software users expecting the good and reliable software. There are many approaches in Software reliability studies probabilistic and non-probabilistic approaches. Zhang and Pham (2000) defined third two environmental factors for studying the reliability of software and categorized them into five groups. Later they proposed to use information about three principal components extracted from ten environmental factors. It causes loss of information about the remaining twenty-two factors, two more environmental factors have been recommended as significant factors in a subsequent literature for studying the reliability of software. This paper proposes a methodology to use the information about all the thirty-four factors through principal components reducing the volume of information with less amount of loss of information. Information gained from the different stages of PCs is compared with Shannon Information measure. en_US
dc.rights Attribution-NonCommercial-NoDerivatives 4.0 International *
dc.rights.uri *
dc.subject Software Reliability en_US
dc.subject Environmental Factor en_US
dc.subject Clustering en_US
dc.subject Principal Components en_US
dc.subject Shannon Entropy en_US
dc.title Naive Principal Component Analysis in Software Reliability Studies en_US
dc.volume Volume 6 en_US
dc.issue Issue 1 en_US
dc.contributor.authorcountry India en_US
dc.contributor.authoraffiliation Department of Statistics, Manonmaniam Sundaranar University, Tirunelveli, Tamilnadu, India. en_US
dc.source.title International Journal of Computational and Theoretical Statistics en_US
dc.abbreviatedsourcetitle IJCTS en_US

Files in this item

The following license files are associated with this item:

This item appears in the following Issue(s)

Show simple item record

Attribution-NonCommercial-NoDerivatives 4.0 International Except where otherwise noted, this item's license is described as Attribution-NonCommercial-NoDerivatives 4.0 International

All Journals

Advanced Search


Administrator Account