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Fig.6 The NARX model used for CPI prediction As can be s seen 1 by the figure there is only one nonzero correlation error occurred in zero lag, so we can say that the model is adequate and the prediction is very good. The mean square error for this time series is MSE=7. Regression R Value is R=0.9994 as shown in Fig. 8.

Figure 6 The NARX model used for CPI prediction As can be s seen 1 by the figure there is only one nonzero correlation error occurred in zero lag, so we can say that the model is adequate and the prediction is very good. The mean square error for this time series is MSE=7. Regression R Value is R=0.9994 as shown in Fig. 8.

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An alternative RNN formulation has a single input and a single output, with a delay line on the inputs, and tha o1itniite fad hack to the innit hy another delay line
An alternative RNN formulation has a single input and a single output, with a delay line on the inputs, and tha o1itniite fad hack to the innit hy another delay line
Fig. 2 The NARX model used for Interest Rate in Euro As can be seen by the figure there is only one nonzero correlation error occurred in zero lag, so we can say that the model is adequate and the prediction is very good. The mean square error for this time series is 0.25. Regression R Value is 0.8462 as shown in Fig. 4.
Fig. 2 The NARX model used for Interest Rate in Euro As can be seen by the figure there is only one nonzero correlation error occurred in zero lag, so we can say that the model is adequate and the prediction is very good. The mean square error for this time series is 0.25. Regression R Value is 0.8462 as shown in Fig. 4.
Fig. 3 Correlation Error for Interest Rate in Euro
Fig. 3 Correlation Error for Interest Rate in Euro
Fig. 4 Regression R values for Interest Rate in Euro
Fig. 4 Regression R values for Interest Rate in Euro
Fig. 5 Interest Rate in Euro vs NARX model outputs
Fig. 5 Interest Rate in Euro vs NARX model outputs
Fig. 9 CPI time series vs NARX model! outputs D. EURO/ALL time series
Fig. 9 CPI time series vs NARX model! outputs D. EURO/ALL time series
Fig. 8 Regression R values for CPI
Fig. 8 Regression R values for CPI
Fig. 10 The NARX model used for EURO/ALL prediction
Fig. 10 The NARX model used for EURO/ALL prediction
Fig. 12 Regression R values for EURO/ALL time series
Fig. 12 Regression R values for EURO/ALL time series
Fig. 13 Euro/ALL time series vs NARX model outputs
Fig. 13 Euro/ALL time series vs NARX model outputs
Fig. 14 The NARX model used for USD/ALL prediction Regression R Value is R=0.9869 as shown in Fig. 16.
Fig. 14 The NARX model used for USD/ALL prediction Regression R Value is R=0.9869 as shown in Fig. 16.
Fig. 16 Regression R values for USD/ALL time series
Fig. 16 Regression R values for USD/ALL time series
Fig. 17 USD/ALL vs NARX model outputs
Fig. 17 USD/ALL vs NARX model outputs
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