Correlation in Engineering and the Applied Sciences: Applications in R (Synthesis Lectures on Mathematics & Statistics) free ebook download.

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Correlation in Engineering and the Applied Sciences: Applications in R (Synthesis Lectures on Mathematics & Statistics) free ebook download

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Author(s):	Rajan Chattamvelli

Date:	2024	Format:	pdf	Language:	English	ISBN/ASIN:	3031510143
Pages:	195	OCR:		Quality:		ISBN13:
Uploader:	alex21s	Upload Date:	8/3/2024 12:48:57 PM

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3031510143 pdf
3031510143 pdf
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 Pearsons, Spearmans, and Kendalls 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.
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3268139	Book	https://nitroflare.com/view/EF9702EF40BF...		0.00	alex21s

Tags: Applications Applied Correlation Engineering Lectures Mathematics Sciences Statistics Synthesis

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