Multivariate Humanities (Quantitative Methods in the Humanities and Social Sciences) '21

著者：Kroonenberg, Pieter M.

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手配先：海外仕入USA

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手配先：海外仕入UK他

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内容の説明

This case study-based textbook in multivariate analysis for advanced students in the humanities emphasizes descriptive, exploratory analyses of various types of data sets from a wide range of sub-disciplines, promoting the use of multivariate analysis and illustrating its wide applicability. Fields featured include, but are not limited to, historical agriculture, arts (music and painting), theology, and stylometrics (authorship issues). Most analyses are based on existing data, earlier analysed in published peer-reviewed papers. Four preliminary methodological and statistical chapters provide general technical background to the case studies. The multivariate statistical methods presented and illustrated include data inspection, several varieties of principal component analysis, correspondence analysis, multidimensional scaling, cluster analysis, regression analysis, discriminant analysis, and three-mode analysis. The bulk of the text is taken up by 14 case studies that lean heavily on graphical representations of statistical information such as biplots, using descriptive statistical techniques to support substantive conclusions. Each study features a description of the substantive background to the data, followed by discussion of appropriate multivariate techniques, and detailed results interpreted through graphical illustrations. Each study is concluded with a conceptual summary.

登録情報

商品コード：1032716540
出版社: Springer International Publishing
出版年月: 2021/06
ISBN-10: 3030691497
ISBN-13: 978-3-030-69149-3
出版国: スイス
装丁: hardcover/Geb./rel.
媒体: 冊子
ページ数: XXI, 435 p. 148 illus., 123 illus. in color.
ジャンル: 人文科学一般