Model | Variable | Estimate | Std.error | Z –Value | P value |
---|---|---|---|---|---|
ARIMA (1,1,1)(1,0,1)12 | AR(1) | 0.317 | 0.057 | 5.468 | < 0.001 |
MA(1) | −0.096 | 0.017 | −5.820 | < 0.001 | |
SAR(1) | 0.125 | 0.058 | 2.141 | 0.0323 | |
SMA(1) | 0.056 | 0.054 | −1.037 | 0.001 | |
ARMA (1,1) | Constant | 0.276 | 0.061 | 4.524 | < 0.001 |
AR(1) | 0.468 | 0.049 | 9.406 | < 0.001 | |
MA(1) | −0.043 | 0.354 | 0.121 | < 0.001 | |
ARIMA(2,1) | Constant | −0.006 | 0.076 | −0.079 | 0.028 |
AR(2) | 0.807 | 0.049 | −16.469 | < 0.001 | |
MA(1) | −0.491 | 0.049 | 1.002 | < 0.001 |