Sentence examples for moving average predictions from inspiring English sources

This was also one reason for considering moving average predictions in [ 4].

expresses the weighted moving average prediction where (hat {mathbf {X}}_{n + 1}^{k}) denotes the predicted value for the n+1-th step based on past L historical data of the k-th channel; α i s denote the weighting coefficients; and (mu _{mathbf {X}^{k}}) represents the intercept of the prediction.

Specifically, and from a discrete-time perspective, the WL regression problem was tackled in [16], the prediction problem in a complex autoregressive modeling setting was addressed in [17, 18] and later extended to autoregressive moving average prediction in [19].

We show that charts based on exponentially weighted moving average (EWMA) prediction do not perform well at detecting process shifts in long-range dependent data.

RUL estimation is obtained by using autoregressive moving average and the prediction is dynamically updated with time.

And then, a novel method using the auto-regressive moving average (ARMA), called "prediction extension", is presented to remedy the edge effect during the numerical computation of the CWT.

To mitigate these modeling errors, a joint moving average and sinusoidal (JMAS) prediction model and the associated joint least-squares (LS) predictor are proposed.

Utility of these indices was investigated for development of models through decision tree and moving average analysis for the prediction of human corticotropin releasing factor-1 receptor binding affinity of substituted pyrazines.

To facilitate the prediction, we employ an auto-regressive integrated moving average (ARIMA) method to predict the active periods of the machine.

Additional file 4 shows the distribution of the underlying data and the moving average curves of both data and predictions.

The data pre-processing ingredient uses a simple moving average filter to diminish the lagged prediction effect of stand-alone data-driven models.