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This volume presents the latest advances in statistics and data science, including theoretical, methodological and computational developments and practical applications related to classification and clustering, data gathering, exploratory and multivariate data analysis, statistical modeling, and knowledge discovery and seeking. It includes contributions on analyzing and interpreting large, complex and aggregated datasets, and highlights numerous applications in economics, finance, computer science, political science and education. It gathers a selection of peer-reviewed contributions presented at the 16th Conference of the International Federation of Classification Societies (IFCS 2019), which was organized by the Greek Society of Data Analysis and held in Thessaloniki, Greece, on August 26-29, 2019.
This edited volume focuses on the latest developments in classification and data science and covers a wide range of topics in the context of data analysis and related areas, e.g. the analysis of complex data, analysis of qualitative data, methods for high-dimensional data, dimensionality reduction, data visualization, multivariate statistical methods, and various applications to real data in the social sciences, medical sciences, and other disciplines. In addition to sharing theoretical and methodological findings, the book shows how to apply the proposed methods to a variety of problems — e.g. in consumer behavior, decision-making, marketing data and social network structures. Both method...
In 2010, the International Cyberbullying Think Tank was held in order to discuss questions of definition, measurement, and methodologies related to cyberbullying research. The attendees’ goal was to develop a set of guidelines that current and future researchers could use to improve the quality of their research and advance our understanding of cyberbullying and related issues. This book is the product of their meetings, and is the first volume to provide researchers with a clear set of principles to inform their work on cyberbullying. The contributing authors, all participants in the Think Tank, review the existing research and theoretical frameworks of cyberbullying before exploring topics such as questions of methodology, sampling issues, methods employed so far, psychometric issues that must be considered, ethical considerations, and implications for prevention and intervention efforts. Researchers as well as practitioners seeking information to inform their prevention and intervention programs will find this to be a timely and essential resource.
As a generalization of simple correspondence analysis, multiple correspondence analysis (MCA) is a powerful technique for handling larger, more complex datasets, including the high-dimensional categorical data often encountered in the social sciences, marketing, health economics, and biomedical research. Until now, however, the literature on the su
This is the first comprehensive Handbook to examine the various models of stress, coping, and health and their relevance to nursing and related health fields. No other volume provides a compendium of key issues in stress and coping for the nursing and allied health professions. In this new edition, the authors assembles a team of expert practitioners and scholars in the field to present the broad range of issues that relate to stress and health such as response-oriented stress, stimulus-oriented stress, stress, coping, .
The Research Probe (TRP) is a proceedings publication of institutional conferences and research competitions. It focuses on four broad themes: education and development studies; humanities and social sciences; science, technology, engineering and mathematics; and business, management and accounting. This publication provides a platform for experts and practitioners from various fields in the dissemination of their research works that address industry trends and needs, scientific findings and international concerns. Both the institutional conferences and proceedings publication promote a wider horizon for researchers through open-access paradigm. TRP publishes articles employing any of the various research methods and strategies. It accepts any specific topic within these broad subjects. It also encourages interdisciplinary articles that broadly discuss key topics relevant to the core scope of the journal.
"This book offers a complete look into the field of cyber behavior, surveying case studies, research, frameworks, techniques, technologies, and future developments relating to the way people interact and behave online"--Provided by publisher.