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modelo ARIMA, que corresponde a una de las metodologías convencionalmente utilizadas en la ciencia económica. La aplicación …
Persistent link: https://www.econbiz.de/10011276587
Call centers' managers are interested in obtaining accurate forecasts of call arrivals because these are a key input in staffing and scheduling decisions. Therefore their ability to achieve an optimal balance between service quality and operating costs ultimately hinges on forecast accuracy. We...
Persistent link: https://www.econbiz.de/10011662416
forecasting horizon we either favour a denoising step plus an ARIMA forecast or an multiscale wavelet decomposition plus an ARIMA …
Persistent link: https://www.econbiz.de/10008554286
method has the best forecasting accuracy with respect to time series models, such as seasonal ARIMA and ARCH models. The …
Persistent link: https://www.econbiz.de/10008482038
RESUMENEn este artículo se compara el desempeño de un modelo ARIMA, un perceptron multicapa y una red neuronal …
Persistent link: https://www.econbiz.de/10008496917
It is a well known fact that time series and data are commonly and frequently used in applied researches and various methods are developed for analysis of these data. The most common method used for analysis of monovariate time series is Box- Jenkins method which is based on modelling of a time...
Persistent link: https://www.econbiz.de/10008464038
We evaluate the performance of various methods for forecasting tourism demand. The data used include 380 monthly series, 427 quarterly series and 530 yearly series, all supplied to us by tourism bodies or by academics from previous tourism forecasting studies. The forecasting methods implemented...
Persistent link: https://www.econbiz.de/10005427605
many similarities between the MSOE and SSOE schemes, but also some important differences. Both have ARIMA models as their … forecasting. The parameter space for SSOE models may be specified to match that of the corresponding ARIMA scheme, or it may be …
Persistent link: https://www.econbiz.de/10005427626
Distributed Lag (ARDL), Autoregressive Integrated Moving Av- erage (ARIMA) and a multivariate time series Vector Autoregressive …
Persistent link: https://www.econbiz.de/10011961668
order to estimate the time series of sales, ARIMA (Auto Regressive Integrated Moving Average as linear model), LSTM (Long … Short-Term Memory as nonlinear model) has been used. As to increase the estimation, a HYBRID (LSTM and ARIMA) model created …
Persistent link: https://www.econbiz.de/10012175928