| ARIMA Parameter Estimation and Backward Selection | |||||||
| Iteration | ar1 | ar2 | ar3 | ma1 | sar1 | sar2 | sma1 |
| Estimates ( 1 ) | -0.7281 | -0.5322 | -0.3488 | 0.078 | -0.8148 | -0.5092 | -0.9018 |
| (p-val) | (0.2362 ) | (0.121 ) | (0.1364 ) | (0.9074 ) | (0 ) | (0.0012 ) | (0.0196 ) |
| Estimates ( 2 ) | -0.6579 | -0.4954 | -0.3249 | 0 | -0.8137 | -0.5039 | -0.9042 |
| (p-val) | (0 ) | (8e-04 ) | (0.0158 ) | (NA ) | (0 ) | (9e-04 ) | (0.0183 ) |
| Estimates ( 3 ) | NA | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 4 ) | NA | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 5 ) | NA | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 6 ) | NA | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 7 ) | NA | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 8 ) | NA | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 9 ) | NA | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 10 ) | NA | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 11 ) | NA | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 12 ) | NA | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 13 ) | NA | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimated ARIMA Residuals |
| Value |
| 0.185896826118010 |
| -4.72828077711281 |
| -0.306914391204421 |
| 0.129989532779104 |
| 2.58065271854452 |
| 0.351164077485721 |
| -3.34286707672667 |
| -4.68002337705942 |
| 4.16112541529869 |
| 0.906631393248856 |
| -0.338676684936402 |
| 2.54951312150564 |
| -5.96216020110244 |
| 2.14658527851311 |
| 4.25399864586243 |
| 2.84482382976724 |
| -0.917612527000813 |
| -1.93657823038056 |
| -3.84490584436664 |
| 0.952517861334442 |
| -1.2187731533887 |
| -1.32424489734651 |
| 2.8249133250741 |
| -3.46987968644838 |
| 2.59565459689924 |
| 3.81380272842136 |
| 2.52124455618409 |
| -1.79653914311241 |
| 1.47104153448378 |
| -2.75869749767444 |
| -5.77712139466348 |
| 0.494875117248057 |
| 0.575127988921558 |
| 0.174123697603557 |
| 3.5065018587076 |
| 3.03531497228551 |
| 2.73451886266063 |
| 6.39648944984084 |
| -3.26536352285567 |
| 0.596654518581692 |
| -2.06070791718027 |
| 0.923115106122199 |
| -6.08130235956421 |
| 4.74899157770316 |
| 0.373189054175416 |
| -4.22763898720384 |
| -2.17468835729631 |
| 0.0174230573791375 |
| -2.40465914923579 |
| -6.74041063643989 |
| -0.406329881932564 |
| 0.784244157340076 |
| 1.64820726403671 |
| 0.00484490137186634 |
| 0.737447900549466 |
| 0.340229923946354 |
| 1.65517881453671 |
| 1.52802908309115 |
| 6.82502960376655 |
| -0.759836501268105 |
