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Titlebook: Exploratory Data Analysis Using Fisher Information; B. Roy Frieden,Robert A. Gatenby Book 2007 Springer-Verlag London 2007 EPI.Entropy.Est

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發(fā)表于 2025-3-21 19:52:50 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書(shū)目名稱Exploratory Data Analysis Using Fisher Information
編輯B. Roy Frieden,Robert A. Gatenby
視頻videohttp://file.papertrans.cn/321/320234/320234.mp4
概述Only book in which EPI, a form of information theory, is discussed in terms of its applications rather its theoretical underpinnings.Valuable new approach for those working in data mining, pattern rec
圖書(shū)封面Titlebook: Exploratory Data Analysis Using Fisher Information;  B. Roy Frieden,Robert A. Gatenby Book 2007 Springer-Verlag London 2007 EPI.Entropy.Est
描述"Sustainability" is often used in a qualitative sense. However, there is at present a great need to quantitatively measure (and monitor) its many qualitative aspects in real systems. Real systems are regarded as sustainable if they can maintain their current, desirable productivity and character without creating unfavorable condi- tions elsewhere or in the future [1-4]. Sustainability therefore incorporates both concern for the future of the current system (temporal sustainability) and concern about the degree to which some areas and cultures of the planet are improved at the expense of other areas and cultures (spatial sustainability). That is, sustainability is to hold over both space and time. Sustainability encompasses many disciplines. For example, economic systems are not sustainable if they degrade their natural resource base and impoverish some sectors of the human population [5, 6]. Indices are needed that will measure sustainability through time, and over space, at several scales. These indices must also have the ability to aggregate the many disciplinary facets of sustainability, often incorporatedthrough a large number of environmental, social, and economic variables. S
出版日期Book 2007
關(guān)鍵詞EPI; Entropy; Estimation of Probability Laws; Estimation of System Laws; Fisher Information; Fluctuations
版次1
doihttps://doi.org/10.1007/978-1-84628-777-0
isbn_softcover978-1-84996-615-3
isbn_ebook978-1-84628-777-0
copyrightSpringer-Verlag London 2007
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沙發(fā)
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Marktstellung des Verbrauchers,connotations. This use of Fisher information nicely supplements its use in other chapters of the book, where it is shown how Fisher information can be used to discover scientific knowledge. Here we show how to use Fisher information to secure that knowledge.
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Growth Characteristics of Organisms,r growth is seen to occur as a disease of information, in fact an . due to the regression of cells to a minimally ordered state consistent with life. The analysis yields many predictions about the growth of healthy tissue and cancerous tissue, some of which are nonintuitive and have a strong bearing on cancer diagnosis and treatment.
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Book 2007itative aspects in real systems. Real systems are regarded as sustainable if they can maintain their current, desirable productivity and character without creating unfavorable condi- tions elsewhere or in the future [1-4]. Sustainability therefore incorporates both concern for the future of the curr
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Introduction to Fisher Information: Its Origin, Uses, and Predictions,. The result is a novel program of exploratory data analysis (EDA), whose inputs are real or . data, and whose outputs are the natural laws governing the systems. Examples are the Schrodinger wave equation and the quarter-power laws of biology.
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