Methods For The Analysis Of Asymmetric Proximity Data

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Methods For The Analysis Of Asymmetric Proximity Data
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Author : Giuseppe Bove
language : en
Publisher: Springer Nature
Release Date : 2021-08-14
Methods For The Analysis Of Asymmetric Proximity Data written by Giuseppe Bove and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-14 with Mathematics categories.
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.
Applied Multidimensional Scaling Of Asymmetric Relationships
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Author : Akinori Okada
language : en
Publisher: Springer Nature
Release Date : 2024-12-10
Applied Multidimensional Scaling Of Asymmetric Relationships written by Akinori Okada and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-10 with Computers categories.
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.
Data Analysis Of Asymmetric Structures
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Author : Takayuki Saito
language : en
Publisher: CRC Press
Release Date : 2004-12-28
Data Analysis Of Asymmetric Structures written by Takayuki Saito and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-12-28 with Mathematics categories.
Data Analysis of Asymmetric Structures provides a comprehensive presentation of a variety of models and theories for the analysis of asymmetry and its applications and provides a wealth of new approaches in every section. It meets both the practical and theoretical needs of research professionals across a wide range of disciplines and
Measurement And Multivariate Analysis
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Author : Shizuhiko Nishisato
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-11-11
Measurement And Multivariate Analysis written by Shizuhiko Nishisato and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-11 with Mathematics categories.
Diversity is characteristic of the information age and also of statistics. To date, the social sciences have contributed greatly to the development of handling data under the rubric of measurement, while the statistical sciences have made phenomenal advances in theory and algorithms. Measurement and Multivariate Analysis promotes an effective interplay between those two realms of research-diversity with unity. The union and the intersection of those two areas of interest are reflected in the papers in this book, drawn from an international conference in Banff, Canada, with participants from 15 countries. In five major categories - scaling, structural analysis, statistical inference, algorithms, and data analysis - readers will find a rich variety of topics of current interest in the extended statistical community.
Structure And Dynamics Of Asymmetric Interactions
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Author : Naohito Chino
language : en
Publisher: Springer Nature
Release Date : 2025-01-03
Structure And Dynamics Of Asymmetric Interactions written by Naohito Chino and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-03 with Mathematics categories.
This book integrates the fundamentals of asymmetric multidimensional scaling, spectral graph theory, graph embedding theory, and various dynamical systems theories, that deal with the static and dynamic aspects of asymmetric phenomena. In this way, it provides a comprehensive introduction to theories and methods for analyzing phenomena observed universally in social, behavioral, economical, geographical, biological, neural, chemical reaction and other networks. The topics addressed in here include the notions of asymmetric similarity matrices, graph spectra, dimension reduction, and difference and differential equations to describe the dynamics of networks, bifurcation of vector fields, Mandelbrot sets, fractals and chaos, and Hilbert spaces. Illustrated by carefully chosen examples and supported by extensive simulation studies, the book is highly recommended to readers who seek to discover static asymmetric structures among members or nodes. It also appeals to those who want to understand the kinds of dynamics that are theoretically possible in their research domains.
Measurement Judgment And Decision Making
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Author : Michael H. Birnbaum
language : en
Publisher: Elsevier
Release Date : 1997-11-27
Measurement Judgment And Decision Making written by Michael H. Birnbaum and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997-11-27 with Psychology categories.
Measurement, Judgment, and Decision Making provides an excellent introduction to measurement, which is one of the most basic issues of the science of psychology and the key to science. Written by leading researchers, the book covers measurement, psychophysical scaling, multidimensional scaling, stimulus categorization, and behavioral decision making. Each chapter provides a useful handbook summary and unlocks the door for a scholar who desires entry to that field. Any psychologist who manipulates an independent variable that affects a psychological construct or who uses a numerical dependent variable to measure a psychological construct will want to study this book. - Written by leading researchers in fields of measurement, psychophysical scaling, multidimensional scaling, stimulus categorization, and behavioral decision making - Provides basic definitions and summaries of theories - Presents summaries and citations to relevant literature - Contains new developments, current controversies, and open questions - Explains relationships among fields and historical links
German Japanese Interchange Of Data Analysis Results
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Author : Wolfgang Gaul
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-11-05
German Japanese Interchange Of Data Analysis Results written by Wolfgang Gaul and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-05 with Computers categories.
This volume focuses on innovative approaches and recent developments in clustering, analysis of data and models, and applications: The first part of the book covers a broad range of innovations in the area of clustering, from algorithmic innovations for graph clustering to new visualization and evaluation techniques. The second part addresses new developments in data and decision analysis (conjoint analysis, non-additive utility functions, analysis of asymmetric relationships, and regularization techniques). The third part is devoted to the application of innovative data analysis methods in the life-sciences, the social sciences and in engineering. All contributions in this volume are revised and extended versions of selected papers presented in the German/Japanese Workshops at Karlsruhe (2010) and Kyoto (2012).
Handbook Of Marketing
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Author : Barton A Weitz
language : en
Publisher: SAGE
Release Date : 2002-10-16
Handbook Of Marketing written by Barton A Weitz and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-10-16 with Business & Economics categories.
NEW IN PAPERBACK ′The Handbook of Marketing is different... that Barton Weitz and Robin Wensley are its editors should suggest something out of the ordinary. A glance at the contributors (e.g., Wilkie. Webster, Day, Shocker, Keller, Hauser, Winer, Stewart. Parasuraman. Zeithaml) puts the matter to rest. The Handbook is an extraordinary effort. The blurb on the dust jacket is an understatement-the "Handbook will be invaluable to advanced undergraduates, graduate students, academics, and thoughtful practitioners in marketing"-the book is far more than that..... in short, the Handbook is probably invaluable to all academic researchers′ - Journal of Marketing ′Handbook of Marketing is a rich compilation of thorough reviews in the field of marketing management. The editors have selected premier marketing scholars and have given them the opportunity to examine their area of expertise in a format much less confining than those provided by the major journals in the field. The authors have taken this opportunity and have done an outstanding job not only of reviewing and structuring the extensive body of thought in many major areas of marketing management but also of providing valuable suggestions for further research. They have brought together major contributions from the field of marketing and from other related disciplines. I strongly encourage marketing scholars to consider Handbook of Marketing. The text will certainly appeal to those with interests in marketing management; it may also be useful to those who are more focused on methodological issues but interested in topics that need additional, rigorous investigation.... In summary, Weitz and Wensley should be congratulated for the excellent work in developing Handbook of Marketing. The book fills a major void in the marketing literature on marketing management and will serve the discipline for many years to come′ - Journal of Marketing Research ′This text achieves the rare goal of covering marketing clearly and deeply, with no unnecessary examples or pretty pictures. For the enquiring mind, it is a wonderful link between a basic knowledge of marketing concepts and a grasp of where research in marketing is taking us′ - Ken Simmonds, Emeritus Professor of Marketing and International Business, London Business School The Handbook of Marketing presents a major retrospective and prospective overview of the field of marketing, and provides a landmark reference at a time when many of the traditional boundaries and domains within the marketing discipline have been subject to change. - A high calibre collection compiled by an international and extremely distinguished advisory board of marketing academics - With contributions from leading scholars in the field, each covering the latest research issues in particular areas of expertise - Each chapter provides the necessary background for study and research of specific empirical and theoretical topics in marketing. The Handbook of Marketing will be invaluable to advanced undergraduates, graduate students and academics in marketing. International Advisory Board: Sonke Albers Christian-Albrechts-University of Kiel, Germany / Erin Anderson INSEAD, France / Rick Bagozzi Rice University, USA / Patrick Barwise London Business School / Rod Brodie University of Auckland / Anne T Coughlan Northwestern University / George Day University of Pennsylvania / Lars Gunnar-Mattsson Stockholm School of Economics / Hubert Gatignon INSEAD, France / Håkan Håkansson The Norwegian School of Management / Stephen J. Hoch University of Pennsylvania, USA / Kevin Keller Dartmouth College, USA / Donald Lehmann Columbia University, USA / Gilles Laurent HEC, France / Leonard Lodish University of Pennsylvania / Richard Lutz University of Florida / David Midgley INSEAD, France / David Montgomery Stanford University, USA / William Perreault University of North Carolina, USA / John Roberts Stanford University, USA / Allan Shocker University of Minnesota / Piet Vanden Abeele Vlerick Leuven Gent Management School, Belgium / Russell Winer University of California, Berkeley, USA / Dick Wittink Yale School of Management, USA
Advanced Analysis Of Gene Expression Microarray Data
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Author : Aidong Zhang
language : en
Publisher: World Scientific
Release Date : 2006
Advanced Analysis Of Gene Expression Microarray Data written by Aidong Zhang and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Science categories.
Focuses on the development and application of the latest advanced data mining, machine learning, and visualization techniques for the identification of interesting, significant, and novel patterns in gene expression microarray data. Describes cutting-edge methods for analyzing gene expression microarray data. Coverage includes gene-based analysis, sample-based analysis, pattern-based analysis and visualization tools.
Classification Data Analysis And Knowledge Organization
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Author : Hans-Hermann Bock
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Classification Data Analysis And Knowledge Organization written by Hans-Hermann Bock and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Business & Economics categories.
In science, industry, public administration and documentation centers large amounts of data and information are collected which must be analyzed, ordered, visualized, classified and stored efficiently in order to be useful for practical applications. This volume contains 50 selected theoretical and applied papers presenting a wealth of new and innovative ideas, methods, models and systems which can be used for this purpose. It combines papers and strategies from two main streams of research in an interdisciplinary, dynamic and exciting way: On the one hand, mathematical and statistical methods are described which allow a quantitative analysis of data, provide strategies for classifying objects or making exploratory searches for interesting structures, and give ways to make comprehensive graphical displays of large arrays of data. On the other hand, papers related to information sciences, informatics and data bank systems provide powerful tools for representing, modelling, storing and retrieving facts, data and knowledge characterized by qualitative descriptors, semantic relations, or linguistic concepts. The integration of both fields and a special part on applied problems from biology, medicine, archeology, industry and administration assure that this volume will be informative and useful for theory and practice.