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Agent-based and individual-based modeling
Steven F. Railsback, Volker Grimm,The essential textbook on agent-based modeling—now fully updated and expandedAgent-Based and Individual-Based Modeling has become the standard textbook on the subject for classroom use and self-instruction. Drawing on the latest version of NetLogo and fully updated with new examples, exercises, a...
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Dynamic models in biology
Stephen P. Ellner, John Guckenheimer,From controlling disease outbreaks to predicting heart attacks, dynamic models are increasingly crucial for understanding biological processes. Many universities are starting undergraduate programs in computational biology to introduce students to this rapidly growing field. In Dynamic Models in ...
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Humanities data analysis
Folgert Karsdorp, Mike Kestemont, Allen Riddell,A practical guide to data-intensive humanities research using the Python programming languageThe use of quantitative methods in the humanities and related social sciences has increased considerably in recent years, allowing researchers to discover patterns in a vast range of source materials. Des...
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Modeling social behavior
Paul E. Smaldino,A comprehensive introduction to mathematical and agent-based modeling of social behaviorThis book provides a unified, theory-driven introduction to key mathematical and agent-based models of social dynamics and cultural evolution, teaching readers how to build their own models, analyze them, and ...
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Preservation and the new data landscape
Erica Avrami,This book explores how enhancing the collection, accuracy, and management of data can aid in identifying vulnerable neighborhoods, understanding the role of older buildings, and planning sustainable growth. For preservation to play a dynamic and inclusive role, policy must evolve beyond designati...
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Probability, markov chains, queues, and simulation
William J. Stewart,Probability, Markov Chains, Queues, and Simulation provides a modern and authoritative treatment of the mathematical processes that underlie performance modeling. The detailed explanations of mathematical derivations and numerous illustrative examples make this textbook readily accessible to grad...
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Social influence and the logic of collective action
Sergey Gavrilets,An integrated quantitative framework for understanding the dynamics of collective action Collective action has been a fundamental aspect of human societies throughout history, from building irrigation systems and defenses in Neolithic times to coordinated disaster relief and scientific collaborat...
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Text as data
Justin Grimmer, Margaret E. Roberts, Brandon M. Stewart,A guide for using computational text analysis to learn about the social world From social media posts and text messages to digital government documents and archives, researchers are bombarded with a deluge of text reflecting the social world. This textual data gives unprecedented insights into fu...
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