Showing 1 - 10 of 2,030
In this study, we build two forecasting models to predict inflation Harmonised Index of Consumer Prices (HICP) for the Netherlands and for the euro area. The models provide point forecasts and prediction intervals for both the components of the HICP and the aggregated HICP-index itself. Both...
Persistent link: https://www.econbiz.de/10012776404
Persistent link: https://www.econbiz.de/10011978906
Persistent link: https://www.econbiz.de/10011905736
Persistent link: https://www.econbiz.de/10014433983
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/10010300727
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
Distributed Lag (ARDL), Autoregressive Integrated Moving Av- erage (ARIMA) and a multivariate time series Vector Autoregressive …
Persistent link: https://www.econbiz.de/10011922677
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/10011599302
This report examines whether Google search queries can be used to predict the present and the near future house prices in Finland. Compared to a simple benchmark model, Google searches improve the prediction of the present house price index by 7.5 % measured by mean absolute error. In addition,...
Persistent link: https://www.econbiz.de/10012037683
Measurable aspects of the economic convergence of EU countries form the main topic of this paper. For this purpose, statistical and econometric methods are presented and applied for revealing characteristic elements of such a process. A first group of methods refers mainly to aspects such as:...
Persistent link: https://www.econbiz.de/10010529083