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Titlebook: Canonical Analysis; A Review with Applic Robert Gittins Textbook 1985 Springer-Verlag Berlin Heidelberg 1985 ecology.plant.plant ecology.st

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發(fā)表于 2025-3-21 16:10:37 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Canonical Analysis
副標(biāo)題A Review with Applic
編輯Robert Gittins
視頻videohttp://file.papertrans.cn/222/221333/221333.mp4
叢書名稱Biomathematics
圖書封面Titlebook: Canonical Analysis; A Review with Applic Robert Gittins Textbook 1985 Springer-Verlag Berlin Heidelberg 1985 ecology.plant.plant ecology.st
描述Relationships between sets of variables of different kinds are of interest in many branches of science. The question of the analysis of relationships of this sort has nevertheless rather surprisingly received less attention from statisticians and others than it would seem to deserve. Of the available methods, that address- ing the question most directly is canonical correlation analysis, here referred to for convenience as canonical analysis. Yet canonical analysis is often coolly received despite a lack of suitable alternatives. The purpose of this book is to clarify just what may and what may not be accomplished by means of canoni- cal analysis in one field of scientific endeavor. Canonical analysis is concerned with reducing the correlation structure be- tween two (or more) sets of variables to its simplest possible form. After a review of the nature and properties of canonical analysis, an assessment of the method as an exploratory tool of use in ecological investigations is made. Applications of canonical analysis to several sets of ecological data are described and discussed with this objective in mind. The examples are drawn largely from plant ecology. The position is adopte
出版日期Textbook 1985
關(guān)鍵詞ecology; plant; plant ecology; structure
版次1
doihttps://doi.org/10.1007/978-3-642-69878-1
isbn_softcover978-3-642-69880-4
isbn_ebook978-3-642-69878-1Series ISSN 0067-8821 Series E-ISSN 2197-4160
issn_series 0067-8821
copyrightSpringer-Verlag Berlin Heidelberg 1985
The information of publication is updating

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沙發(fā)
發(fā)表于 2025-3-21 20:55:22 | 只看該作者
Canonical correlations and canonical variateslem. The derivation of canonical correlations and canonical variates will then be taken up. Canonical analysis can be derived in several ways. Two derivations will be described rather fully — those leading to eigenanalysis and singular value decomposition, respectively. Several other derivations are
板凳
發(fā)表于 2025-3-22 01:54:41 | 只看該作者
地板
發(fā)表于 2025-3-22 06:59:26 | 只看該作者
Canonical variate analysisin which the sample is organized or constructed. In studies of relationship it is the connections between two sets of observed or measured . which are of interest. In structural investigations, on the other hand, it is affinities among . making up a sample with respect to . response variables consid
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發(fā)表于 2025-3-22 10:20:55 | 只看該作者
Dual scalingse of obtaining insight into relationships among the classes. Canonical variate analysis was introduced as a special case of canonical analysis in which the data matrix for one of the two sets of variables is specialized so as to account for the partition of a sample. Suppose now that we have a samp
6#
發(fā)表于 2025-3-22 14:15:14 | 只看該作者
Applications: assessment and conclusionsgoals. More specifically, the analyses were directed towards revealing something of the varied opportunities offered by canonical analysis in analyzing ecological data; the flexibility of canonical analysis which results under specialization of the variables; and the existence of connections between
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發(fā)表于 2025-3-22 18:50:53 | 只看該作者
Research issues and future developmentsg model, in particular, is expressed in part by the number of apparently distinct methods which prove on examination to be special cases of canonical correlation analysis. Canonical variate analysis and dual scaling were both shown abstractly to be equivalent to canonical correlation analysis. The m
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發(fā)表于 2025-3-23 00:34:19 | 只看該作者
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發(fā)表于 2025-3-23 05:27:57 | 只看該作者
Textbook 1985of this sort has nevertheless rather surprisingly received less attention from statisticians and others than it would seem to deserve. Of the available methods, that address- ing the question most directly is canonical correlation analysis, here referred to for convenience as canonical analysis. Yet
10#
發(fā)表于 2025-3-23 07:27:50 | 只看該作者
Jér?me Darmont,Boris Novikov,Robert Wrembelative relationships among a number of affiliated species or populations with respect to a particular treatment regime in a designed experiment might be studied. In more general terms, the question which arises calls for the exploration of relationships between . two or more sets of variables of ecological interest.
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