Sentence examples for model the forecasting from inspiring English sources

With typhoon characteristics as input to the model, the forecasting performance is significantly improved for both medium and long lead-time forecastings, especially when the rainfall data are not available.

We introduce the KRLS method to model the forecasting errors, which is adaptive to the non-linear and non-stationary characteristics of the errors.

We finally obtain two groups of values from the model: the forecasting value of the weekly price change θ i ' (t) and the daily adjusted price warning urgency value U i ' (t) in the market i at day t.

Following this a series of steps that are required to effectively implement the coordinate have been described, and a full description of the implementation for a shelf model, the Forecasting Ocean Assimilation Model (FOAM) Atlantic Margin Model (AMM7), is given.

Compared with the grey forecasting model, the optimal forecasting model is more efficient in reducing the influences of time-delay and disturbance errors.

In the upper panel, uncertainty model I, the forecast model and 'measurement' field model errors are similar in magnitude.

In contrast, the simple Adh model improve the forecasting accuracy for all holidays as expected.

We used an ARIMA model for the forecasting selected based on the Akaike Information Criterion according to the auto.arima function in the forecast R package [ 44].

In the next section, we present additional features of the DP model; namely the forecasting of the epidemic peak time, and the identification of novel epidemic curves.

Additionally, the narrower widths of the 95% prediction intervals for our forecasting model relative to the forecasting model based only on census trends over time, suggest that more precise predictions can be obtained using our forecasting model.

Section Comparison of forecasting results compares the performance of the models for the forecasting benchmark dataset.