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A state space model for software reliability
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A state space model for software reliability

Yen-Chang ChangLii-Yuh Leu
Annals of the Institute of Statistical Mathematics, 卷.50(4), 頁碼.789-799
1998

摘要

Exponential distribution JM model Linear exponential loss function Poisson distribution Statistics and Probability
In this paper, we propose a non-Gaussion state space model to apply in software reliability. This model assumes an exponential distribution for the failure time in every test-debugging stage, conditionally on the state parameter-the number of faults in the program. It is a generalized JM model which can be applied to the imperfect debugging situation as well as in evolving programs. By examining a set of data on evolving program failures, the effect of evolving program model is amply proved.

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