Sentence examples for models provided significant from inspiring English sources

Compared to the LSTAR-LST-GARCH models, the models provided significant improvement.

The results showed that the LSTAR based and neural network augmented models provided significant gains in terms of modeling the daily returns of oil prices when compared with the results of the baseline GARCH family models.

The results also showed that the LSTAR-LST-GARCH-RBF and LSTAR-LST-GARCH-MLP models provided significant gains in modeling petrol prices and in forecasting out-of-sample oil price returns.

Results supported the following conclusions for modeling and forecasting volatility in crude oil prices: (i) The nonlinear volatility models with STAR type nonlinearity namely, LSTAR-LST-GARCH family provided significant gains in terms of in-sample (one-step-ahead) forecasting accuracy and these models provided significant improvement over their single-regime GARCH variants.

Moreover, inclusion of meteorological predictors into both autoregressive models provided significant forecast skill improvement during the most critical situations (during severe dengue outbreaks) compared with their autoregressive counterparts without meteorological predictors.

The models provide significant theoretical basis to airline flight rescheduling.

In one of the cases, optimization over multiple history-matched models provides significant improvement over optimizing with a single model.

These models provide significant insights, and yet they do not explain the actual operation of venture capital.

Yu et al. (2007) followed neural network modeling methods to forecast crude oil prices and showed that NN models provide significant gains in terms of different error criteria.

Because of their parsimony, the skeleton models provide significant insight into the logic of these processes.

The LES model provided significant guidance for the location of the inlet and exhaust ports during the design process.