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Bootstrapping is a conceptually simple statistical technique to increase the quality of estimates, conduct robustness checks and compute standard errors for virtually any statistic. This book provides an intelligible and compact introduction for students, scientists and practitioners. It not only gives a clear explanation of the underlying concepts but also demonstrates the application of bootstrapping using Python and Stata.

Python (Computer program language) --- Computer bootstrapping. --- Booting, Computer --- Bootstrapping, Computer --- Computer booting --- Computer systems --- Scripting languages (Computer science) --- Bootstrapping. --- Computational Statistics. --- Resampling. --- Variance Estimation Methods.

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This edited volume presents advances in modeling and computational analysis techniques related to networks and online communities. It contains the best papers of notable scientists from the 4th European Network Intelligence Conference (ENIC 2017) that have been peer reviewed and expanded into the present format. The aim of this text is to share knowledge and experience as well as to present recent advances in the field. The book is a nice mix of basic research topics such as data-based centrality measures along with intriguing applied topics, for example, interaction decay patterns in online social communities. This book will appeal to students, professors, and researchers working in the fields of data science, computational social science, and social network analysis. .

Computer networks --- Computer bootstrapping. --- Online social networks. --- Electronic social networks --- Social networking Web sites --- Social media --- Social networks --- Sociotechnical systems --- Web sites --- Booting, Computer --- Bootstrapping, Computer --- Computer booting --- Computer systems --- Communication systems, Computer --- Computer communication systems --- Data networks, Computer --- ECNs (Electronic communication networks) --- Electronic communication networks --- Networks, Computer --- Teleprocessing networks --- Data transmission systems --- Digital communications --- Electronic systems --- Information networks --- Telecommunication --- Cyberinfrastructure --- Electronic data processing --- Network computers --- Mathematical models. --- Distributed processing --- Social sciences—Data processing. --- Social sciences—Computer programs. --- Data mining. --- Internet marketing. --- Computational Social Sciences. --- Applications of Graph Theory and Complex Networks. --- Data Mining and Knowledge Discovery. --- Online Marketing/Social Media. --- Graph Theory. --- Online marketing --- Web marketing --- World Wide Web marketing --- Electronic commerce --- Marketing --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Physics. --- Graph theory. --- Graph theory --- Graphs, Theory of --- Theory of graphs --- Combinatorial analysis --- Topology --- Natural philosophy --- Philosophy, Natural --- Physical sciences --- Dynamics --- Extremal problems