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Principles of Neural Model Identification, Selection and Adequacy: With Applications to Financial Econometrics - Softcover

Zapranis, Achilleas; Refenes, Apostolos-Paul N.

 
9781447105602: Principles of Neural Model Identification, Selection and Adequacy: With Applications to Financial Econometrics
Softcover
ISBN 10: 1447105605 ISBN 13: 9781447105602
Publisher: Springer, 2011

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Synopsis

1 Introduction.- 2 Neural Model Identification.- 3 Review of Current Practice in Neural Model Identification.- 4 Neural Model Selection: the Minimum Prediction Risk Principle.- 5 Variable Significance Testing: a Statistical Approach.- 6 Model Adequacy Testing.- 7 Neural Networks in Tactical Asset Allocation: a Case Study.- 8 Conclusions.- Appendices.- A Computation of Network Derivatives.- B Generating Random Normal Deviates.- References.

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  • PublisherSpringer
  • Publication date2011
  • ISBN 10 1447105605
  • ISBN 13 9781447105602
  • BindingPaperback
  • LanguageEnglish
  • Number of pages204

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Other Popular Editions of the Same Title

9781852331399: Principles of Neural Model Identification, Selection and Adequacy: With Applications to Financial Econometrics (Perspectives in Neural Computing)

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ISBN 10:  1852331399 ISBN 13:  9781852331399
Publisher: Springer, 1999
Softcover