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Neural Networks : Quantitative Applications in the Social Sciences - Herve Abdi

Neural Networks

Quantitative Applications in the Social Sciences

Paperback

Published: 1st March 1999
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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 modeling 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
The Perceptron
Linear Autoassociative Memories
Linear Heteroassociative Memories
Error Backpropagation
Useful References
Table of Contents provided by Ingram. All Rights Reserved.

ISBN: 9780761914402
ISBN-10: 0761914404
Series: Quantitative Applications in the Social Sciences
Audience: Professional
Format: Paperback
Language: English
Number Of Pages: 96
Published: 1st March 1999
Country of Publication: US
Dimensions (cm): 21.29 x 13.46  x 0.56
Weight (kg): 0.11