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| fixed length control field |
a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
220607b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783030691493 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
519.535 |
| Item number |
KRO |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Kroonenberg, Pieter M. |
| 245 ## - TITLE STATEMENT |
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| Title |
Multivariate Humanities |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Name of publisher, distributor, etc |
Springer, |
| Date of publication, distribution, etc |
2021 |
| Place of publication, distribution, etc |
Cham : |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
xxi, 436 p. ; |
| Other physical details |
ill., |
| Dimensions |
25 cm |
| 365 ## - TRADE PRICE |
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| Price amount |
109.99 |
| Price type code |
EUR |
| Unit of pricing |
86.00 |
| 490 ## - SERIES STATEMENT |
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| Series statement |
Quantitative Methods in the Humanities and Social Sciences |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc |
Includes bibliographical references and index. |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc |
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. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Statistics |
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| Topical term or geographic name as entry element |
Multivariate analysis |
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| Topical term or geographic name as entry element |
Archaeology |
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| Topical term or geographic name as entry element |
Computational linguistics |
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| Topical term or geographic name as entry element |
Social Scince |
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| Topical term or geographic name as entry element |
Humanities |
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| Topical term or geographic name as entry element |
Digital libraries |
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| Topical term or geographic name as entry element |
Authorship |
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| Topical term or geographic name as entry element |
Biplot |
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| Topical term or geographic name as entry element |
Chopin preludes |
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| Topical term or geographic name as entry element |
Cluster analysis |
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| Topical term or geographic name as entry element |
Contingency tables |
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| Topical term or geographic name as entry element |
Correspondence analysis |
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| Topical term or geographic name as entry element |
Data description |
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| Topical term or geographic name as entry element |
Exploratory analysis |
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| Topical term or geographic name as entry element |
General linear mode |
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| Topical term or geographic name as entry element |
Kurtosis |
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| Topical term or geographic name as entry element |
Musical stylometry |
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| Topical term or geographic name as entry element |
Nonlinear relationship |
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| Topical term or geographic name as entry element |
Optimal scaling |
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| Topical term or geographic name as entry element |
Principal component analysis |
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| Topical term or geographic name as entry element |
Q-Q probability plot |
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| Topical term or geographic name as entry element |
Rating scales |
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| Topical term or geographic name as entry element |
Significance testing |
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| Topical term or geographic name as entry element |
Three-mode analysis |
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| Topical term or geographic name as entry element |
Stylometry |
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| Topical term or geographic name as entry element |
Seriation |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
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| Item type |
Books |