Simulations on the Jelinski-Moranda model of software reliability; application of some parametric bootstrap methods
Simulations on the Jelinski-Moranda model of software reliability; application of some parametric bootstrap methods
复制标题
软件可靠性 Jelinski-Moranda 模型的仿真；
DOI：
10.1007/bf01891204
复制
发表时间：
1992
影响因子：
2.2
通讯作者：
M. V. Pul
中科院分区：
文献类型：
--
作者：
M. V. Pul
在软件可靠性理论中，已经提出了许多不同的模型并进行了研究。其中一些模型直观上比其他模型更符合现实。与这些模型有关的某些统计估计程序的性质也是依赖于模型的。在本文中，我们研究如何以及最大似然估计过程和参数bootstrap行为的情况下，非常著名的软件可靠性模型建议的Jelinski和Moranda（1972）。在这项研究中，我们将使用模拟数据。
In software reliability theory many different models have been proposed and investigated. some of these models intuitively match reality better than others. The properties of certain statistical estimation procedures in connection with these models are also model-dependent. In this paper we investigate how well the maximum likelihood estimation procedure and the parametric bootstrap behave in the case of the very well-known software reliability model suggested by Jelinski and Moranda (1972). For this study we will make use of simulated data.