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Titlebook: Correlation in Engineering and the Applied Sciences; Applications in R Rajan Chattamvelli Textbook 2024 The Editor(s) (if applicable) and T

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樓主
發(fā)表于 2025-3-21 17:22:07 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Correlation in Engineering and the Applied Sciences
副標(biāo)題Applications in R
編輯Rajan Chattamvelli
視頻videohttp://file.papertrans.cn/239/238770/238770.mp4
概述Combines theory with numerical examples and includes the latest developments in the field.Presents computer code in R software and features plentiful exercises throughout.Features discussions on measu
叢書名稱Synthesis Lectures on Mathematics & Statistics
圖書封面Titlebook: Correlation in Engineering and the Applied Sciences; Applications in R Rajan Chattamvelli Textbook 2024 The Editor(s) (if applicable) and T
描述.This book focuses on correlation coefficients and its applications in applied science fields. The book begins by describing the historical development and various types of correlations.??Rank correlation methods including Pearson’s, Spearman’s, and Kendall’s correlation are discussed at length. The book also discusses sampling distribution of correlation coefficients and applications of correlations in various fields. The book presents novel topics such as (i) a quick analytical method to approximate Pearson‘s correlation, (ii) single-variable correlation, (iii) fractional co-skewness and co-kurtosis, and (iv) the fallacy on correlation between the sample mean and sample variance.??This book is ideal for courses on mathematical statistics, engineering statistics, and exploratory data analysis and is primarily aimed at upper-undergraduate and graduate level students.??The book is also useful for researchers and professionals in various fields who are interested in data analysis..
出版日期Textbook 2024
關(guān)鍵詞R Software; Applications Correlation; Distribution of Correlation; Rank Correlation; Pearson’s Correlati
版次1
doihttps://doi.org/10.1007/978-3-031-51015-1
isbn_softcover978-3-031-51017-5
isbn_ebook978-3-031-51015-1Series ISSN 1938-1743 Series E-ISSN 1938-1751
issn_series 1938-1743
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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沙發(fā)
發(fā)表于 2025-3-21 22:47:45 | 只看該作者
Lawrence D. Longo,Lawrence P. Reynoldsce and correlation matrices and conditional correlation follows it. The concept of co-skewness and co-kurtosis is introduced and extended to fractional powers. The chapter ends with application of correlation in DSP and image processing.
板凳
發(fā)表于 2025-3-22 00:29:39 | 只看該作者
Identity, Segmentation, and Positioningerically illustrated and a simple algorithm that has slight computational advantage is derived. A discussion of Kendall’s . and its variants appears next. Some other correlations such as Goodman-Kruskall correlation and Chatterjee’s correlation are briefly described.
地板
發(fā)表于 2025-3-22 06:12:15 | 只看該作者
Textbook 2024t and various types of correlations.??Rank correlation methods including Pearson’s, Spearman’s, and Kendall’s correlation are discussed at length. The book also discusses sampling distribution of correlation coefficients and applications of correlations in various fields. The book presents novel top
5#
發(fā)表于 2025-3-22 10:21:16 | 只看該作者
6#
發(fā)表于 2025-3-22 14:45:48 | 只看該作者
Rank Correlation,erically illustrated and a simple algorithm that has slight computational advantage is derived. A discussion of Kendall’s . and its variants appears next. Some other correlations such as Goodman-Kruskall correlation and Chatterjee’s correlation are briefly described.
7#
發(fā)表于 2025-3-22 18:12:26 | 只看該作者
8#
發(fā)表于 2025-3-23 00:02:37 | 只看該作者
Measures of Association,relation, tetrachoric, serial, polyserial, intraclass, and distance correlations. Other topics discussed include Baak et al. (2020) mixed correlation, Chatterjee’s rank correlation (2021), ecological correlation, robust correlation, Lin’s concordance correlation and correlational research.
9#
發(fā)表于 2025-3-23 02:11:13 | 只看該作者
Textbook 2024 engineering statistics, and exploratory data analysis and is primarily aimed at upper-undergraduate and graduate level students.??The book is also useful for researchers and professionals in various fields who are interested in data analysis..
10#
發(fā)表于 2025-3-23 05:56:00 | 只看該作者
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