Sentence examples for capability in forecasting from inspiring English sources

Models are evaluated in terms of their capability in forecasting the conditional mean and variance separately.

In accordance with this purpose, the oil prices will be modeled by improving both the conditional mean and the conditional variance with nonlinear time series and neural network models to achieve possible gains in forecasting and modeling capabilities.

The MLP networks are used in several problems especially in forecasting because of their inherent capability of arbitrary input output mapping.

Recent studies on time series forecasting largely focus on combination methods given the distinguishing features of hybrid models (e.g., unique modeling capability of each model), drawbacks in using single models, and the resultant improvements in forecasting accuracy.

ANN, which has the capabilities of nonlinear mapping, self-adaption, and robustness, has proved its superiority and is widely used in forecasting fields.

(iii) LSTAR-LST-GARCH-MLP and LSTAR-LST-GARCH-RBF showed gains in forecast capabilities which concentrate especially on the out-of-sample forecasting.

Therefore, the new model structure has a better capability in potentially assimilating soil moisture observations to enhance its real-time flood forecasting accuracy.

ARIMA modeling was first assessed in terms of its capability to forecast tracer transport at two field sites, which had different levels of heterogeneity.

Significant improvements in the climate-forecasting capabilities in the GHA since the 2000s are acknowledged, but the practice of DRR remains technology driven and impacts on the ground are limited.

MTG is expected to bring a step change in capability, resulting in more accurate and more detailed weather forecasts.

In addition to the expectation of augmenting the GARCH models with LSTAR models, augmenting these models with MLP and RBF type neural networks would likely to bring increase in the forecasting capabilities.