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Self-organizing methods in modeling : GMDH-type algorithms

Author: Stanley J Farlow
Publisher: New York : M. Dekker, ©1984.
Series: Statistics, textbooks and monographs, v. 54.
Edition/Format:   Print book : EnglishView all editions and formats
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Stanley J Farlow
ISBN: 0824771613 9780824771614
OCLC Number: 10710641
Description: xiv, 350 pages : illustrations ; 24 cm.
Contents: 1. The GMDH Algorithm 2. Adaptive Learning Networks: Development and Application in the United States of Algorithms Related to GMDH 3. Regression Without Models: Directions in the Search for Structure 4. Predicted Squared Error: A Criterion for Automatic Model Selection 5. Past, Present, and Future of GMDH 6. Forecasting Applications of GMDH in Agricultural and Meteorological Time Series 7. Nonlinear Prediction Models for River Flows and Typhoon Precipitation by Self-Organizing Methods 8. Let's ask GMDH What Effect the Environment Has on Fisheries 9. Predictive GMDH Models of Shrimp Catches: Some Practical Considerations 10. GMDH forecasting of U.S. interest Rates 11. A Method for Predicting Sales Amount by the Use of Iwsm and GMDH 12. On Revised Algorithms of GMDH With Applications 13. An Application of the GMDH Algorithm to Economic Modeling 14. Application of GMDH to Environmental System Modeling and Management 15. A fortran Program for the GMDH Algorithm 16. An Sas Program for Simplified GMDH Models
Series Title: Statistics, textbooks and monographs, v. 54.
Responsibility: edited by Stanley J. Farlow.

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