Forecasting of time series with trend and seasonal cycle using the airline model and artificial neural networks

Forecasting of time series with trend and seasonal cycle using the airline model and artificial neural networks

Muchas series de tiempo con tendencia y ciclos estacionales son exitosamente modeladas y pronosticadas usando el modelo airline de Box y Jenkins; sin embargo, la presencia de no linealidades en los datos son despreciadas por este modelo. En este artc̕ulo, se propone una nueva versin̤ no lineal del m...

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Bibliografski detalji
Daljnji autori: Franco C J, Vels̀quez J D, Universidad EAFIT
Format: Knjiga
Jezik:engleski
Teme:
Programacin̤ no-lineal
Modelos matemt̀icos
Estudio de tiempos
Redes neuronales (Computadores)
Tčnicas de prediccin̤
Non-linear programming
Mathematical models
Time study
Neural networks (Computer science)
Prediction techniques
Prediccin̤; Modelos no lineales; SARIMA; Perceptrn̤ multicapa.
prediction; Nonlinear macroeconomics; SARIMA; Multilayer perceptrons
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Forecasting of time series with trend and seasonal cycle using the airline model and artificial neural networks

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