Statistical Network Analysis: Models, Issues, and New Directions

Statistical Network Analysis: Models, Issues, and New Directions
Author: Edoardo M. Airoldi
Publisher: Springer
Total Pages: 204
Release: 2008-04-12
Genre: Computers
ISBN: 3540731334

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This book constitutes the thoroughly refereed post-proceedings of the International Workshop on Statistical Network Analysis: Models, Issues, and New Directions held in Pittsburgh, PA, USA in June 2006 as associated event of the 23rd International Conference on Machine Learning, ICML 2006. It covers probabilistic methods for network analysis, paying special attention to model design and computational issues of learning and inference.


Statistical Network Analysis: Models, Issues, and New Directions
Language: en
Pages: 204
Authors: Edoardo M. Airoldi
Categories: Computers
Type: BOOK - Published: 2008-04-12 - Publisher: Springer

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This book constitutes the thoroughly refereed post-proceedings of the International Workshop on Statistical Network Analysis: Models, Issues, and New Directions
A Survey of Statistical Network Models
Language: en
Pages: 118
Authors: Anna Goldenberg
Categories: Computers
Type: BOOK - Published: 2010 - Publisher: Now Publishers Inc

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Networks are ubiquitous in science and have become a focal point for discussion in everyday life. Formal statistical models for the analysis of network data hav
Probabilistic Foundations of Statistical Network Analysis
Language: en
Pages: 432
Authors: Harry Crane
Categories: Business & Economics
Type: BOOK - Published: 2018-04-17 - Publisher: CRC Press

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Probabilistic Foundations of Statistical Network Analysis presents a fresh and insightful perspective on the fundamental tenets and major challenges of modern n
Bayesian Inference in the Social Sciences
Language: en
Pages: 266
Authors: Ivan Jeliazkov
Categories: Mathematics
Type: BOOK - Published: 2014-11-04 - Publisher: John Wiley & Sons

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Presents new models, methods, and techniques and considers important real-world applications in political science, sociology, economics, marketing, and finance
Inferential Network Analysis
Language: en
Pages: 317
Authors: Skyler J. Cranmer
Categories: Business & Economics
Type: BOOK - Published: 2020-11-19 - Publisher: Cambridge University Press

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Pioneering introduction of unprecedented breadth and scope to inferential and statistical methods for network analysis.