Applied Histogram Data Analysis in R

Pre-Order for 4/14/2025 (~323 days)

Applied Histogram Data Analysis in R

By Javier Arroyo, Antonio Irpino, and Rosanna Verde

This book provides a complete account of histogram-valued data analysis whilst using the popular statistical software R. Written by leading experts in the field, the author discuss the reasons for working with histogram data, descriptive statistics, visualisation, distances and univariate statistics for histogram-valued data, and a number of more sophisticated methods including regression, clustering and time series analysis through real-world case studies.

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Book Information

Publisher: Wiley
Publish Date: 04/14/2025
Pages: 300
ISBN-13: 9781119096221
ISBN-10: 1119096227
Language: English

Full Description

This book provides a complete account of histogram-valued data analysis whilst using the popular statistical software R. Written by leading experts in the field, the author discuss the reasons for working with histogram data, descriptive statistics, visualisation, distances and univariate statistics for histogram-valued data, and a number of more sophisticated methods including regression, clustering and time series analysis through real-world case studies. Accompanying the book, the authors provide introduce R software for implementing the various methods of analysis.

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