Sentence examples for models in forecasting from inspiring English sources

However, the accuracy of the models in forecasting very high ozone concentrations is very low.

The motivation of this study is to enhance the ability of GARCH models in forecasting the return volatility.

Moreover, some typical RC structures are used as examples to investigate the application of the aforementioned models in forecasting service life.

(2006) use ANN models in forecasting of economic growth.

Stage I - (Linear and nonlinear modeling): Given the basic concepts of the ARIMA and MLP models in forecasting, the best-fit ARIMA and MLP models designed in Eviews and MATLAB software are ARIMA 1, 0, 0)and a one-layer neural network comprising three input, two hidden, and one output neuron (abbreviated form: (N (3,2,1) )).

Finally, we also find that the proposed model produces an improved short-time prediction relative to the linear regression-based AR-models in forecasting a data set that characterizes the variability of the Madden–Julian Oscillation, a dominant tropical atmospheric wave pattern.

Apart from this, we tried to observe the performance of ARMA model in forecasting the tropospheric parameters over the region.

The seasonal model better forecasted precipitation changes in spring, autumn, and winter than did the global model, but did worse than the global model in forecasting precipitation changes in summer.

An attempt is shown to explore the possibility of using the nonlinear spectral model in forecasting some parameters of solar activity affected the space weather.

Comparison analysis between WRF model outputs and observational data were performed to evaluate the model skill in forecasting surface solar irradiance.

The development of limited area (regional) models facilitated advances in forecasting the tracks of tropical cyclone as well as air quality in the 1970s and 1980s.