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Self-Organizing Methods in Modeling: GMDH Type Algorithms de S. J. Farlow

Self-Organizing Methods in Modeling: GMDH Type Algorithms: Statistics: A Series of Textbooks and Monographs

Autor S. J. Farlow
en Limba Engleză Hardback – 11 iul 1984
This book introduces English-speaking people the basic group method of data handling algorithm. It could be used as a reference source for researchers or as a textbook for specialized courses and seminars in modeling, applied mathematics, and applied statistics.
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Specificații

ISBN-13: 9780824771614
ISBN-10: 0824771613
Pagini: 368
Dimensiuni: 152 x 229 x 22 mm
Greutate: 0.64 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Seria Statistics: A Series of Textbooks and Monographs

Public țintă

Professional

Cuprins

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

Descriere

This book introduces English-speaking people the basic group method of data handling algorithm. It could be used as a reference source for researchers or as a textbook for specialized courses and seminars in modeling, applied mathematics, and applied statistics.