The Energy of Data and Distance Correlation is popular PDF and ePub book, written by Gabor J. Szekely in 2023-02-15, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, The Energy of Data and Distance Correlation can be Read Online from any device for your convenience.
The Energy of Data and Distance Correlation Book PDF Summary
Energy distance is a statistical distance between the distributions of random vectors, which characterizes equality of distributions. The name energy derives from Newton's gravitational potential energy, and there is an elegant relation to the notion of potential energy between statistical observations. Energy statistics are functions of distances between statistical observations in metric spaces. The authors hope this book will spark the interest of most statisticians who so far have not explored E-statistics and would like to apply these new methods using R. The Energy of Data and Distance Correlation is intended for teachers and students looking for dedicated material on energy statistics, but can serve as a supplement to a wide range of courses and areas, such as Monte Carlo methods, U-statistics or V-statistics, measures of multivariate dependence, goodness-of-fit tests, nonparametric methods and distance based methods. •E-statistics provides powerful methods to deal with problems in multivariate inference and analysis. •Methods are implemented in R, and readers can immediately apply them using the freely available energy package for R. •The proposed book will provide an overview of the existing state-of-the-art in development of energy statistics and an overview of applications. •Background and literature review is valuable for anyone considering further research or application in energy statistics.
Detail Book of The Energy of Data and Distance Correlation PDF
- Author : Gabor J. Szekely
- Release : 15 February 2023
- Publisher : CRC Press
- ISBN : 9780429529269
- Genre : Mathematics
- Total Page : 444 pages
- Language : English
- PDF File Size : 13,5 Mb
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