| ARIMA Parameter Estimation and Backward Selection | ||||||
| Iteration | ar1 | ar2 | ar3 | ma1 | ma2 | ma3 |
| Estimates ( 1 ) | 1.6344 | -1.4649 | 0.6017 | -1.2572 | 0.951 | -0.5914 |
| (p-val) | (0.002 ) | (0.0097 ) | (0.1998 ) | (0.01 ) | (0.0096 ) | (0.027 ) |
| Estimates ( 2 ) | 0.9736 | -0.7665 | 0 | -0.5917 | 0.5267 | -0.226 |
| (p-val) | (0 ) | (0 ) | (NA ) | (5e-04 ) | (0.0057 ) | (0.2032 ) |
| Estimates ( 3 ) | 0.9356 | -0.8481 | 0 | -0.4489 | 0.5864 | 0 |
| (p-val) | (0 ) | (0 ) | (NA ) | (0.0063 ) | (0.0043 ) | (NA ) |
| Estimates ( 4 ) | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 5 ) | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 6 ) | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 7 ) | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 8 ) | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 9 ) | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 10 ) | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 11 ) | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimated ARIMA Residuals |
| Value |
| 0.0075999928536596 |
| -0.0729249386113175 |
| 0.114744459097540 |
| 0.177817057121928 |
| -0.157686338261352 |
| 0.262957547047302 |
| 0.179031327323785 |
| -0.207881008622374 |
| -0.38689088386807 |
| -0.446168860027961 |
| -0.108826812360183 |
| -0.0614323569567209 |
| 0.59286414449941 |
| -0.138358166624796 |
| 0.0690470955722337 |
| 0.0569350327031589 |
| 0.232160837842536 |
| 0.111105903285675 |
| -0.0943440764767854 |
| -0.179962039272271 |
| 0.121616770454035 |
| -0.154563780141648 |
| 0.0959059670904436 |
| -0.464311823435607 |
| 0.42926639388606 |
| -0.175815677149454 |
| -0.0284521340212911 |
| 0.175408341936258 |
| 0.0583400507434827 |
| 0.212350893864849 |
| 0.139833177212463 |
| 0.042651315539836 |
| 0.0555083535022612 |
| 0.118629290345344 |
| -0.249404767723827 |
| -0.505431561008931 |
| -0.186676901389338 |
| -0.271051318621686 |
| -0.0907876420605964 |
| -0.0804517230099892 |
| -0.0791067777408276 |
| 0.130993380734560 |
| 0.180289154203276 |
| -0.10090381664691 |
| -0.151055602554810 |
| 0.222579661318829 |
| -0.262197287784841 |
| -0.435142464945698 |
| 0.467068021313388 |
| -0.252368143752641 |
| -0.366358830994033 |
| 0.039763405885024 |
| 0.00353367801962978 |
| 0.219072722583847 |
| 0.0680125742292805 |
| -0.136482427345368 |
| -0.237124704801912 |
| 0.0363986074805034 |
| -0.198920690052472 |
| 0.171673094288894 |
| 0.79253973754503 |
| -0.407449925701440 |
| -0.273950009279935 |
| -0.102294230384873 |
| 0.163994748471552 |
| 0.167890058921624 |
| 0.270439563192468 |
| 0.138989777826953 |
| 0.283421851561505 |
| 0.220792798350129 |
| 0.060797912473908 |
| 0.222505812748325 |
