Behavioral predictive modeling in economics

著者

書誌事項

Behavioral predictive modeling in economics

Songsak Sriboonchitta, Vladik Kreinovich, Woraphon Yamaka, editors

(Studies in computational intelligence, v. 897)

Springer, c2021

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注記

Includes bibliographical references

内容説明・目次

内容説明

This book presents both methodological papers on and examples of applying behavioral predictive models to specific economic problems, with a focus on how to take into account people's behavior when making economic predictions. This is an important issue, since traditional economic models assumed that people make wise economic decisions based on a detailed rational analysis of all the relevant aspects. However, in reality - as Nobel Prize-winning research has shown - people have a limited ability to process information and, as a result, their decisions are not always optimal. Discussing the need for prediction-oriented statistical techniques, since many statistical methods currently used in economics focus more on model fitting and do not always lead to good predictions, the book is a valuable resource for researchers and students interested in the latest results and challenges and for practitioners wanting to learn how to use state-of-the-art techniques.

目次

Introduction.- Behavioral Predictive Modeling in Economics.- Conclusion.

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詳細情報

  • NII書誌ID(NCID)
    BC02482512
  • ISBN
    • 9783030497279
  • 出版国コード
    sz
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    Cham
  • ページ数/冊数
    ix, 451 p.
  • 大きさ
    25 cm
  • 親書誌ID
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