This book provides the first accessible introduction to neural network analysis as a methodological strategy for social scientists. The author details numerous studies and examples which illustrate the advantages of neural network analysis over other quantitative and modelling methods in widespread use. Methods are presented in an accessible style for readers who do not have a background in computer science. The book provides a history of neural network methods, a substantial review of the literature, detailed applications, coverage of the most common alternative models and examples of two leading software packages for neural network analysis.
Introduction to Neural Network Analysis The Terminology of Neural Network Analysis The Backpropagation Model Alternative Network Paradigms Methodological Considerations Neural Network Software Example Analysing Census Data with Neural Connection Conclusion
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