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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Bibliografiske detaljer
Andre forfattere: Franco C J, Vels̀quez J D, Universidad EAFIT
Format: Bog
Sprog:engelsk
Fag:
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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