Sentence examples for variable forecast from inspiring English sources
Because of the highly variable forecast errors of wind power generation, a thorough uncertainty model describing both the predictive distribution and dependent structure of forecast errors is essential.
Nevertheless, due to the stochastic nature of the drivers' behavior and market variables, forecasting and optimization algorithms are necessary for supporting an EV aggregator participating in the electricity market.
Moreover, Table 1 presents some examples of studies using univariate time series forecasting approaches that do not utilize exogenous predictor variables to forecast precipitation or temperature variables, and streamflow or river discharge variables.
Moreover, differences in the underlying weather variables being forecasted can confound forecasting performance.
In London, the weather service's Volcanic Ash Advisory Center warned that low-pressure systems expected across northern Britain this week mean "wind direction is likely to be quite variable," making forecasting the progress of the cloud difficult.
Fig. 7 Effects of variables on forecast errors: (partial e_t | D_{ti} = 1 < 0) and (text{Prob}(partial e_t | D_{ti} = 1) < 0.10).
Estimation techniques based on different distribution methods have been used widely for estimating the exogenous variables of forecast models [5, 20].
We use neural networks to analyze the "urgency" and other exogenous variables, and forecast the value of the coefficient of the "urgency".
In univariate analyses, the features are limited to the variable being forecasted, while in multivariate case, any variable that is thought to be related to the output is considered a feature (an input of the model).
In either case our study aimed at identifying an appropriate subset of variables to forecast patterns in polychaete assemblages in relation to ongoing or predicted changes in environmental conditions.
16 A study by Bukhari et al reported that a high RF titre is an essential variable in forecasting radiographic damage during the first 5 years after presenting with inflammatory polyarthritis.
