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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Bibliographic Details

Other Authors:	Franco C J, Vels̀quez J D, Universidad EAFIT
Format:	Book
Language:	English
Subjects:	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
Online Access:	Forecasting of time series with trend and seasonal cycle using the airline model and artificial neural networks
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