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Titlebook: Statistical Methods: Connections, Equivalencies, and Relationships; Kenneth J. Berry,Janis E. Johnston Book 2023 The Editor(s) (if applica

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发表于 2025-3-21 17:37:04 | 显示全部楼层 |阅读模式
书目名称Statistical Methods: Connections, Equivalencies, and Relationships
编辑Kenneth J. Berry,Janis E. Johnston
视频video
概述Documents the connections and relationships linking a variety of statistical tests.Explores the history of developing various statistical tests.Illustrated with examples
图书封面Titlebook: Statistical Methods: Connections, Equivalencies, and Relationships;  Kenneth J. Berry,Janis E. Johnston Book 2023 The Editor(s) (if applica
描述The primary purpose of this book is to introduce the reader to a wide variety of interesting and useful connections, relationships, and equivalencies between and among conventional and permutation statistical methods. There are approximately 320 statistical connections and relationships described in this book. For each connection or connections the tests are described, the connection is explained, and an example analysis illustrates both the tests and the connection(s). The emphasis is more on demonstrations than on proofs, so little mathematical expertise is assumed. While the book is intended as a stand-alone monograph, it can also be used as a supplement to a standard textbook such as might be used in a second- or third-term course in conventional statistical methods. Students, faculty, and researchers in the social, natural, or hard sciences will find an interesting collection of statistical connections and relationships - some well-known, some more obscure, and some presentedhere for the first time.
出版日期Book 2023
关键词Non-Parametric Test; Correlations; Parametric Tests; Permutation Tests; Contingency Tables; Experimental
版次1
doihttps://doi.org/10.1007/978-3-031-41896-9
isbn_softcover978-3-031-41898-3
isbn_ebook978-3-031-41896-9
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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发表于 2025-3-21 22:11:46 | 显示全部楼层
Statistical Methods: Connections, Equivalencies, and Relationships978-3-031-41896-9
发表于 2025-3-22 03:19:01 | 显示全部楼层
Measures of Interval Association,. Fifth, the connection linking Spearman’s rank-order correlation coefficient and Pearson’s product-moment correlation coefficient is detailed and an example analysis illustrates the connection. Sixth, Jaspen’s multi-serial correlation coefficient for one ordinal-level variable and one interval-leve
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Measures of Ordinal Association I,on test statistic . is documented. Fifth, Spearman’s footrule measure of ordinal association is presented and the connection linking Spearman’s footrule with permutation test statistic . is demonstrated with an example analysis. Sixth, the Benford probability distribution and Nigrini’s goodness-of-f
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Measures of Nominal Association II,ure of nominal association is described. Eighth, Somers’ . asymmetric measure of nominal association is described. Ninth, Freeman’s . measure of association between a nominal-level independent variable and an ordinal-level dependent variable is described. Finally, the connections linking Leik and Go
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Measures of Fourfold Association I, Kendall’s . measure of ordinal association is described, and the connections among ., ., Pearson’s ., and Pearson’s . are delineated. Finally, the connections linking Pearson’s . and Cohen’s . are established.
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