Titlebook: Introduction to Computational Social Science; Principles and Appli Claudio Cioffi-Revilla Textbook 20141st edition Springer-Verlag London 2

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Social Networks,cial systems and processes? What do computational approaches add to the development of theory and research in social networks science? How can CSS deepen our understanding of social networks? This chapter introduces the reader to elements of social network analysis and computational applications to

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Social Complexity III: Theories,rmal and empirically-referenced theories, in some cases amenable to validation with real-world data, consistent with a computational approach. The chapter has three thrusts. The first is to provide the reader with proper foundations in elements of process analysis, Boolean logic, and elementary prob

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Simulations II: Variable-Oriented Models,tion, pollution, and other variables. This chapter examines the contemporary landscape of variable-based model used in CSS. The emphasis is on system dynamics models and queuing models, two of the most important classes of variable-oriented models in use today. Both social simulation modeling tradit

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Simulations III: Object-Oriented Models,through variable-oriented models. The social simulations examined in this chapter constitute a rich and growing family of generative models consisting of two main classes: cellular automata and agent-based or multi-agent models. Both are generally seen as spatial models, but they can as easily captu

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Claudio Cioffi-Revillaistics.The final chapter provides real-life case example of .Elliptically Contoured Models in Statistics and Portfolio Theory fully revises the first detailed introduction to the theory of matrix variate elliptically contoured distributions. There are two additional chapters, and all the original ch