Neural networks : an introductory guide for social scientists

書誌事項

Neural networks : an introductory guide for social scientists

G. David Garson

(New technologies for social research)

SAGE, 1998

  • : [hardback]
  • : pbk

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注記

Includes bibliographical references and index

内容説明・目次

内容説明

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.

目次

Introduction to Neural Network AnalysisThe Terminology of Neural Network AnalysisThe Backpropagation ModelAlternative Network ParadigmsMethodological ConsiderationsNeural Network SoftwareExample Analysing Census Data with Neural ConnectionConclusion

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詳細情報

  • NII書誌ID(NCID)
    BA38230302
  • ISBN
    • 0761957308
    • 0761957316
  • 出版国コード
    uk
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    London
  • ページ数/冊数
    vi, 194 p.
  • 大きさ
    24 cm
  • 分類
  • 件名
  • 親書誌ID
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