An Introduction to Clustering with R (Hardcover, 1st ed. 2020)

The purpose of this book is to thoroughly prepare the reader for applied research in clustering. Cluster analysis comprises a class of statistical techniques for classifying multivariate data into groups or clusters based on their similar features. Clustering is nowadays widely used in several domains of research, such as social sciences, psychology, and marketing, highlighting its multidisciplinary nature. This book provides an accessible and comprehensive introduction to clustering and offers practical guidelines for applying clustering tools by carefully chosen real-life datasets and extensive data analyses. The procedures addressed in this book include traditional hard clustering methods and up-to-date developments in soft clustering. Attention is paid to practical examples and applications through the open source statistical software R. Commented R code and output for conducting, step by step, complete cluster analyses are available. The book is intended for researchers interested in applying clustering methods. Basic notions on theoretical issues and on R are provided so that professionals as well as novices with little or no background in the subject will benefit from the book.

General

Imprint:	Springer Verlag, Singapore
Country of origin:	Singapore
Series:	Behaviormetrics: Quantitative Approaches to Human Behavior, 1
Release date:	August 2020
First published:	2020
Authors:	Paolo Giordani • Maria Brigida Ferraro • Francesca Martella
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	340
Edition:	1st ed. 2020
ISBN-13:	978-981-13-0552-8
Categories:	Books > Science & Mathematics > Mathematics > Probability & statistics Books > Science & Mathematics > Biology, life sciences > Life sciences: general issues > General Books > Computing & IT > Computer software packages > Other software packages > Mathematical & statistical software
LSN:	981-13-0552-8
Barcode:	9789811305528

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