| 書目名稱 | Multivariate Humanities | | 編輯 | Pieter M. Kroonenberg | | 視頻video | http://file.papertrans.cn/642/641310/641310.mp4 | | 概述 | Includes chapter-level datasets in SPSS.Features case studies, examples, and problems from a large variety of sub-disciplines.Emphasizes data visualization with graphical illustrations of results.Incl | | 叢書名稱 | Quantitative Methods in the Humanities and Social Sciences | | 圖書封面 |  | | 描述 | .This case study-based textbook in multivariate analysis for advanced students in the humanities emphasizes descriptive, exploratory analyses of various types of datasets 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 | | 出版日期 | Textbook 2021 | | 關(guān)鍵詞 | multivariate analysis; descriptive analysis; archaeology; component analysis; categorical data analysis; | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-030-69150-9 | | isbn_softcover | 978-3-030-69152-3 | | isbn_ebook | 978-3-030-69150-9Series ISSN 2199-0956 Series E-ISSN 2199-0964 | | issn_series | 2199-0956 | | copyright | Springer Nature Switzerland AG 2021 |
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