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Titlebook: Rank and Pseudo-Rank Procedures for Independent Observations in Factorial Designs; Using R and SAS Edgar Brunner,Arne C. Bathke,Frank Konie

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發(fā)表于 2025-3-21 17:53:12 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Rank and Pseudo-Rank Procedures for Independent Observations in Factorial Designs
副標(biāo)題Using R and SAS
編輯Edgar Brunner,Arne C. Bathke,Frank Konietschke
視頻videohttp://file.papertrans.cn/822/821139/821139.mp4
概述Offers a detailed overview of the modern rank- and pseudo-rank-based inference methodology.Richly illustrated with examples.Provides codes (R, SAS) for the statististical analysis.Includes supplementa
叢書名稱Springer Series in Statistics
圖書封面Titlebook: Rank and Pseudo-Rank Procedures for Independent Observations in Factorial Designs; Using R and SAS Edgar Brunner,Arne C. Bathke,Frank Konie
描述.This book explains how to analyze independent data from factorial designs without having to make restrictive assumptions, such as?normality of the data, or equal variances. The general approach also allows for ordinal and even dichotomous data. The underlying effect size is the nonparametric relative effect, which has a simple and intuitive probability interpretation. The data analysis is presented as comprehensively as possible, including appropriate descriptive statistics which follow a nonparametric paradigm, as well as corresponding inferential methods using hypothesis tests and confidence intervals based on pseudo-ranks.?..Offering clear explanations, an overview of the modern rank- and pseudo-rank-based inference methodology and numerous illustrations with real data examples, as well as the necessary R/SAS code to run the statistical analyses, this book is a valuable resource for statisticians and practitioners alike.?..?.
出版日期Book 2018
關(guān)鍵詞Factorial designs; Nonparametric Statistics; Multiple contrast tests; Sample Size Planning; Nonparametri
版次1
doihttps://doi.org/10.1007/978-3-030-02914-2
isbn_ebook978-3-030-02914-2Series ISSN 0172-7397 Series E-ISSN 2197-568X
issn_series 0172-7397
copyrightSpringer Nature Switzerland AG 2018
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發(fā)表于 2025-3-21 20:58:01 | 只看該作者
Correction to: Rank and Pseudo-Rank Procedures for Independent Observations in Factorial Designs,
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發(fā)表于 2025-3-22 00:40:23 | 只看該作者
Rank and Pseudo-Rank Procedures for Independent Observations in Factorial DesignsUsing R and SAS
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imedia into specific topics that collectively encompass the foundations, technologies, applications, and emerging elements of this exciting field...The intended audience of the .Encyclopedia of Multimedia. is technically diverse and wide; it includes everyone concerned with multimedia systems and th
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Two Samples,here are valid for data with or without ties, specifically for continuous, quantitative data, count data, ordinal data, and even binary (dichotomous) data. Real data examples illustrate each of these cases. The corresponding data analyses are demonstrated using R and SAS. In the subsequent Chap. .,
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發(fā)表于 2025-3-22 13:35:41 | 只看該作者
Several Samples,y of a new drug is compared to placebo and to an existing standard drug (gold standard design). In this section, several of the results for .?=?2 are being generalized to .?>?2 samples. In addition, tests for patterned alternatives, as well as multiple comparisons and simultaneous confidence interva
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發(fā)表于 2025-3-22 18:40:46 | 只看該作者
Two-Factor Crossed Designs,ral software considered in the preceding Sect. 5.5. We also consider procedures using stratified rankings in Sect. 5.7, and we demonstrate problems related to the non-transitivity of the relative effects if stratified ranks are used. Further, some issues regarding the well-known van Elteren test (Va
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0172-7397 n rank- and pseudo-rank-based inference methodology and numerous illustrations with real data examples, as well as the necessary R/SAS code to run the statistical analyses, this book is a valuable resource for statisticians and practitioners alike.?..?.978-3-030-02914-2Series ISSN 0172-7397 Series E-ISSN 2197-568X
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發(fā)表于 2025-3-23 08:38:41 | 只看該作者
Springer Nature Switzerland AG 2018
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