Applied Multidimensional Scaling of Asymmetric Relationships

2024
ISBN: 978-981-97-4871-6
Verlag: Springer Nature Singapore

Buch, Englisch, 193 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 481 g

Reihe: Behaviormetrics: Quantitative Approaches to Human Behavior

This is the first book that focusses the attention on applying asymmetric multidimensional scaling (MDS) and describes how to apply it in a practical manner. The book provides the know-how for prominent methods of asymmetric MDS: analysis of asymmetric relationships and the efficient use of programs of asymmetric MDS based on a distance model. These features will facilitate the work of researchers and enlighten students in disciplines such as statistics, psychology, sociology, education, marketing science, medicine, education, and other fields. Support is provided for practitioners in these areas who are, for instance, developing new products or services, investigating dominance relationships among brands or products, researching the use of antibiotics against resistance bacteria, and developing items for tests. This informative book demonstrates the analyses of data from diverse areas to show how asymmetric relationships are prevalent in real-world relationships and helps readers grasp the meanings and implications of those relationships. The results of the analyses illustrate the importance of analyzing asymmetric relationships that cannot be perceived by analysis using traditional methods, which ignore asymmetry in the data.
 

Zielgruppe

Research

Autoren/Hrsg.

Imaizumi, Tadashi

Okada, Akinori

Fachgebiete

• Mathematik | Informatik Mathematik Stochastik
• Sozialwissenschaften Psychologie Allgemeine Psychologie Differentielle Psychologie, Persönlichkeitspsychologie Psychologische Diagnostik, Testpsychologie
• Mathematik | Informatik EDV | Informatik Business Application Mathematische & Statistische Software
• Mathematik | Informatik EDV | Informatik Angewandte Informatik Computeranwendungen in Geistes- und Sozialwissenschaften
• Wirtschaftswissenschaften Betriebswirtschaft Bereichsspezifisches Management Marketing

Inhaltsverzeichnis

Introduction.- Representing asymmetric relationships by symmetric multidimensional scaling.- Representing asymmetric relationships by asymmetric multidimensional scaling.- Applications of asymmetric multidimensional scaling.- Remarks: Rescaling, degeneration, local minimum, and initial configuration.

Über Autor(innen)

Akinori Okada, Professor Emeritus, works at Rikkyo University.

Tadashi Imaizumi, Specially Appointed Professor, works at Tama University.