TY - JOUR
T1 - Explore one factor of affecting software reliability demonstration testing result
AU - Ma, Zhenyu
AU - Wu, Wei
AU - Zhang, Wei
AU - Wang, Jianping
AU - Liu, Fusheng
N1 - Publisher Copyright:
© 2019 Totem Publisher, Inc. All rights reserved.
PY - 2019/5
Y1 - 2019/5
N2 - When the traditional Bayesian method is used to verify software reliability, prior information cannot be distinguished from experimental information. In this paper, a hybrid Bayesian method is used to verify software reliability. At the same time, the correlation coefficient conception is introduced. This paper determines the correlation coefficient in the hybrid beta distribution respectively through the subjective quantitative method, the goodness of fit method, the Kullback information method, the Spearman correlation coefficient method, and the Kendall correlation coefficient method. The feasibility of five kinds of methods for calculating the correlation coefficients is proven by case analysis, and it is also demonstrated that the distinction between prior information and experimental information has an impact on the acceptable quality level of software reliability demonstration testing.
AB - When the traditional Bayesian method is used to verify software reliability, prior information cannot be distinguished from experimental information. In this paper, a hybrid Bayesian method is used to verify software reliability. At the same time, the correlation coefficient conception is introduced. This paper determines the correlation coefficient in the hybrid beta distribution respectively through the subjective quantitative method, the goodness of fit method, the Kullback information method, the Spearman correlation coefficient method, and the Kendall correlation coefficient method. The feasibility of five kinds of methods for calculating the correlation coefficients is proven by case analysis, and it is also demonstrated that the distinction between prior information and experimental information has an impact on the acceptable quality level of software reliability demonstration testing.
KW - Correlation coefficient
KW - Demonstration testing
KW - Hybrid Bayesian method
KW - Software reliability
UR - http://www.scopus.com/inward/record.url?scp=85066996690&partnerID=8YFLogxK
U2 - 10.23940/ijpe.19.05.p11.13521359
DO - 10.23940/ijpe.19.05.p11.13521359
M3 - Article
AN - SCOPUS:85066996690
SN - 0973-1318
VL - 15
SP - 1352
EP - 1359
JO - International Journal of Performability Engineering
JF - International Journal of Performability Engineering
IS - 5
ER -