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  7. Correlation in Engineering and the Applied Sciences

Correlation in Engineering and the Applied Sciences

Applications in R

Rajan Chattamvelli
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Description

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.

Spécifications

Parties prenantes

Auteur(s) :
Editeur:

Contenu

Nombre de pages :
179
Langue:
Anglais
Collection :

Caractéristiques

EAN:
9783031510144
Date de parution :
09-03-24
Format:
Livre relié
Format numérique:
Genaaid
Dimensions :
166 mm x 240 mm
Poids :
476 g

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