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Table 1 Parameters of the SARIMA model
From: Short-term traffic flow prediction using seasonal ARIMA model with limited input data
Model | Type | Parameters | Z value | AIC | |
|---|---|---|---|---|---|
(3,0,0) × (0,1,1) 144 | Non-seasonal AR | AR1 | 0.34 | 5.80 | 4218.7 |
AR2 | 0.27 | 4.59 | |||
AR3 | 0.07 | 1.27 | |||
Seasonal MA | MA1 | −0.41 | −3.38 | ||
(2,0,0) × (0,1,1) 144 | Non-seasonal AR | AR1 | 0.36 | 6.49 | 4218.3 |
AR2 | 0.30 | 5.36 | |||
Seasonal MA | MA1 | −0.40 | −3.37 | ||
(1,0,0) × (0,1,1) 144 | Non-seasonal AR | AR1 | 0.51 | 10.1 | 4243.6 |
Seasonal MA | MA1 | −0.33 | −3.13 |