Methods for the Analysis of Asymmetric Proximity Data PDF Download
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Author: Giuseppe Bove
Publisher: Springer Nature
ISBN: 9811631727
Category : Mathematics
Languages : en
Pages : 203
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Book Description
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.
Author: Giuseppe Bove
Publisher: Springer Nature
ISBN: 9811631727
Category : Mathematics
Languages : en
Pages : 203
Get Book Here
Book Description
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.
Author: Takayuki Saito
Publisher: CRC Press
ISBN: 1420030442
Category : Mathematics
Languages : en
Pages : 277
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Book Description
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
Author: Sergio Zani
Publisher: Springer Science & Business Media
ISBN: 3540359788
Category : Language Arts & Disciplines
Languages : en
Pages : 420
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Book Description
This book presents new developments in data analysis, classification and multivariate statistics, and in their algorithmic implementation. The volume offers contributions to the theory of clustering and discrimination, multidimensional data analysis, data mining, and robust statistics with a special emphasis on the novel Forward Search approach. Many papers provide significant insight in a wide range of fields of application. Customer satisfaction and service evaluation are two examples of such emerging fields.
Author: Paolo Giudici
Publisher: Springer Science & Business Media
ISBN: 3319000322
Category : Mathematics
Languages : en
Pages : 413
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Book Description
The papers in this book cover issues related to the development of novel statistical models for the analysis of data. They offer solutions for relevant problems in statistical data analysis and contain the explicit derivation of the proposed models as well as their implementation. The book assembles the selected and refereed proceedings of the biannual conference of the Italian Classification and Data Analysis Group (CLADAG), a section of the Italian Statistical Society.
Author: Francesco Palumbo
Publisher: Springer Science & Business Media
ISBN: 3642037399
Category : Mathematics
Languages : en
Pages : 473
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Book Description
The volume provides results from the latest methodological developments in data analysis and classification and highlights new emerging subjects within the field. It contains articles about statistical models, classification, cluster analysis, multidimensional scaling, multivariate analysis, latent variables, knowledge extraction from temporal data, financial and economic applications, and missing values. Papers cover both theoretical and empirical aspects.
Author: Hermann Locarek-Junge
Publisher: Springer Science & Business Media
ISBN: 3642107451
Category : Mathematics
Languages : en
Pages : 825
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Book Description
Clustering and Classification, Data Analysis, Data Handling and Business Intelligence are research areas at the intersection of statistics, mathematics, computer science and artificial intelligence. They cover general methods and techniques that can be applied to a vast set of applications such as in business and economics, marketing and finance, engineering, linguistics, archaeology, musicology, biology and medical science. This volume contains the revised versions of selected papers presented during the 11th Biennial IFCS Conference and 33rd Annual Conference of the German Classification Society (Gesellschaft für Klassifikation - GfKl). The conference was organized in cooperation with the International Federation of Classification Societies (IFCS), and was hosted by Dresden University of Technology, Germany, in March 2009.
Author: Daniel Nunan
Publisher: Pearson UK
ISBN: 1292308761
Category : Electronic books
Languages : en
Pages : 1658
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Book Description
"Working as a marketing researcher remains an intellectually stimulating, creative and rewarding career. Marketing research is a huge and growing industry at the forefront of innovation in many sectors of the economy. However, few industries can have been presented with as many challenges and opportunities as those faced by marketing research due to the growing amounts of data generated by modern technology. Founded upon the enormously successful US edition, and building upon the previous five European editions, the sixth edition of this book seeks to maintain its position as the leading marketing research text, focused on the key challenges facing marketing research in a European context. As with previous editions, this aims to be comprehensive, authoritative and applied. As a result, the book covers all the topics in previous editions while including updates that reflect the changes and challenges that have impacted the marketing research sector since the fifth edition was published. This includes the ever shifting impact of new technologies, the growth of 'insight' and the shifting role of research ethics, for example, through considering the impact of GDPR. This edition has been significantly updated, with new content, updated cases studies and a major focus on the issues and methods generated by new technologies"--
Author: Naresh Malhotra
Publisher: Routledge
ISBN: 1351550896
Category : Business & Economics
Languages : en
Pages : 303
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Book Description
First Published in 2017. Routledge is an imprint of Taylor & Francis, an Informa company.
Author: Marco Mingione
Publisher: Springer Nature
ISBN: 3031636309
Category :
Languages : en
Pages : 274
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Book Description
Author: Hans-Hermann Bock
Publisher: Springer Science & Business Media
ISBN: 3642763073
Category : Business & Economics
Languages : en
Pages : 404
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Book Description
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.
