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Titlebook: Statistical Methods in Software Engineering; Reliability and Risk Nozer D. Singpurwalla,Simon P. Wilson Book 1999 Springer Science+Business

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书目名称Statistical Methods in Software Engineering
副标题Reliability and Risk
编辑Nozer D. Singpurwalla,Simon P. Wilson
视频video
丛书名称Springer Series in Statistics
图书封面Titlebook: Statistical Methods in Software Engineering; Reliability and Risk Nozer D. Singpurwalla,Simon P. Wilson Book 1999 Springer Science+Business
描述This preface pertains to three issues that we would like to bring to the attention of the readers: our objectives, our intended audience, and the nature of the material. We have in mind several objectives. The first is to establish a framework for dealing with uncertainties in software engineering, and for using quantitative measures for decision making in this context. The second is to bring into perspective the large body of work having statistical content that is relevant to software engineering, which may not have appeared in the traditional outlets devoted to it. Connected with this second objective is a desire to streamline and organize our own thinking and work in this area. Our third objective is to provide a platform that facilitates an interface between computer scientists and statisticians to address a class of problems in computer science. It appears that such an interface is necessary to provide the needed synergism for solving some difficult problems that the subject poses. Our final objective is to serve as an agent for stimulating more cross-disciplinary research in computer science and statistics. To what extent the material here will meet our objectives can only b
出版日期Book 1999
关键词Capability Maturity Model; Likelihood; Probability distribution; Random variable; Software Engineering; S
版次1
doihttps://doi.org/10.1007/978-1-4612-0565-4
isbn_softcover978-1-4612-6820-8
isbn_ebook978-1-4612-0565-4Series ISSN 0172-7397 Series E-ISSN 2197-568X
issn_series 0172-7397
copyrightSpringer Science+Business Media New York 1999
The information of publication is updating

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978-1-4612-6820-8Springer Science+Business Media New York 1999
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Introduction and Overview,volution has been a steady shift in emphasis of computer systems development, from hardware—the physical components of the computer—to software—the process of instructing a computer to perform its tasks. Consequently, today only about 10% of the cost of a large computer system lies in the hardware,
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Foundational Issues: Probability and Reliability,uantification. We mentioned that there are many approaches for quantifying uncertainty, but that in our view, probability is the most comprehensive one. We have also discussed the notions of random quantities, random variables, random events, and the importance of the background information .. The r
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Statistical Analysis of Software Failure Data,arameters, often denoted by Greek symbols. The parameters entered into the picture because of our invoking the law of the extension of conversation, as a way of simplifying the probability specification process. The parameters being unobservable, our uncertainty about them was described by a prior d
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