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The following figures compare the forecasting values with the true values, including weekly price forecasting values and urgency forecasting values.
MSE between forecasting values and real values is 7.62.
Some weaknesses manifested, that block forecasting values to converge.
Finally, the prediction values of the original water temperature datasets are calculated by the sum of the forecasting values of every sub-series.
We can put the forecasting results of two sub-models into the regression equations and get the final forecasting values of weekly price changes.
In order to obtain more validity and reliable forecasting values, fuzzy grey regression model is proposed by hybridizing fuzzy set into grey model GM 1, 1) for solving crisp-input and fuzzy-input limited time series.
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They, therefore, had forecasting value".
"[The muon burst] is part of an ongoing storm so it may have little forecasting value," he says.
θ i (1) (t) is the forecasting value of ARIMA model of market i. θ i (2) (t) is the forecasting value of PLA regression model of market i.
Finally we get the forecasting value θ i (2) (t) of space model by the regression relations.
Considering the asynchronism of price changes and the accumulating of exogenous variables, this paper is conservative with the forecasting value of urgency.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com