Methods for the Analysis of Asymmetric Proximity Data Giuseppe Bove Author - neues Buch

Buch in der Datenbank seit 2023-02-14T02:27:18+01:00 (Berlin)
Detailseite zuletzt geändert am 2024-01-11T11:34:33+01:00 (Berlin)
ISBN/EAN: 9789811631740

ISBN - alternative Schreibweisen:
978-981-16-3174-0

Daten vom Verlag:

Autor/in: Giuseppe Bove; Akinori Okada; Donatella Vicari
Titel: Behaviormetrics: Quantitative Approaches to Human Behavior; Methods for the Analysis of Asymmetric Proximity Data
Verlag: Springer; Springer Singapore
194 Seiten
Erscheinungsjahr: 2022-08-16
Singapore; SG
Gedruckt / Hergestellt in Niederlande.
Gewicht: 0,320 kg
Sprache: Englisch
149,79 € (DE)
153,99 € (AT)
165,50 CHF (CH)
POD
X, 194 p. 68 illus., 39 illus. in color.

BC; Applied Statistics; Hardcover, Softcover / Mathematik/Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik; Wahrscheinlichkeitsrechnung und Statistik; Verstehen; Data Visualization; Multidimensional Scaling; Cluster Analysis; Asymmetry; Multiway Methods; Statistical Software; Statistics and Computing/Statistics Programs; Statistical Theory and Methods; Applied Statistics; Statistics and Computing; Statistical Theory and Methods; Mathematische und statistische Software; BB

This book provides an accessible introduction and practical guidelines to apply asymmetric multidimensional scaling, cluster analysis, and related methods to asymmetric one-mode two-way and three-way asymmetric data. A major objective of this book is to present to applied researchers a set of methods and algorithms for graphical representation and clustering of asymmetric relationships. Data frequently concern measurements of asymmetric relationships between pairs of objects from a given set (e.g., subjects, variables, attributes,…), collected in one or more matrices. Examples abound in many different fields such as psychology, sociology, marketing research, and linguistics and more recently several applications have appeared in technological areas including cybernetics, air traffic control, robotics, and network analysis. The capabilities of the presented algorithms are illustrated by carefully chosen examples and supported by extensive data analyses. A review of the specialized statistical software available for the applications is also provided. This monograph is highly recommended to readers who need a complete and up-to-date reference on methods for asymmetric proximity data analysis.

Introduction.- Methods for direct representation of asymmetry.- Analysis of symmetry and skew-symmetry.- Cluster analysis for asymmetry.- Multiway models.- Software.    

Giuseppe Bove is Professor at the Department of Education, Roma Tre University.

Akinori Okada is Professor Emeritus at the Rikkyo University.

Donatella Vicari is Professor at the Department of Statistical Sciences, Sapienza University of Rome.

Represents a complete and up-to-date reference on methods for analyzing asymmetric proximity data

Provides a practical guide to build up graphical representation and classification of asymmetric proximity data through real-life examples

Contains an up-to-date review of the specialized available software