Sentence examples for multivariate forecasting model from inspiring English sources

The authors also found that a neural network forecasting model incorporating fundamental accounting signals outperformed two variations of the multivariate forecasting model examined by Abarbanell and Bushee [J.S. Abarbanell, B.J. Bushee, Fundamental Analysis, Future EPS, and Stock Prices. Journal of Accounting Research 35(19971 24], 1 24].

The proposed multivariate ionospheric TEC forecasting model would be useful for characterizing the low-latitude ionospheric variations under various space weather conditions.

Experimental results highlight the importance of dealing with both temporal and spatial correlation and validate the proposed cluster-centric strategy in the computation of a multivariate time series forecasting model.

In this paper, a new multivariate ionospheric TEC forecasting model based on linear time series model in combination with Autoregressive and Moving Average (ARMA) is proposed and implemented using Bengaluru International GNSS Service IGSstationion data (geographic lat. −13.02°N, long. 77.57°E; geomagnetic latitude: 4.4°N) during the period of 8 years (2009 2016) in the 24th solar cycle.

Then the paper applied multivariate trend model to develop a forecasting model of the load factors of the regional flights.

Two environment-based, multivariate, autoregressive forecast models are developed that allow dengue outbreaks to be anticipated from 2 weeks to 6 months in advance.

A forecasting model is then computed by resorting to multivariate time series analysis, in order to predict the future values of a time series by utilizing not only its own historical values, but also information from other cluster-time series.

Another forecasting direction is volatility forecasting model.

Fig. 4 Trapezoid forecasting model.

The new forecasting model is called BGM 1,1).

However, in the field of financial forecasting, especially in multivariate forecasting analysis, the feed-forward topology has gained much more attention.