| ARIMA Parameter Estimation and Backward Selection | |||||||
| Iteration | ar1 | ar2 | ar3 | ma1 | sar1 | sar2 | sma1 |
| Estimates ( 1 ) | 0.8741 | -0.435 | 0.5606 | -0.7158 | 0.1675 | 0.1399 | -0.977 |
| (p-val) | (0 ) | (0.003 ) | (0 ) | (0 ) | (0.3406 ) | (0.4042 ) | (2e-04 ) |
| Estimates ( 2 ) | 0.8781 | -0.4275 | 0.562 | -0.6971 | 0.1335 | 0 | -1.0001 |
| (p-val) | (0 ) | (0.0036 ) | (0 ) | (0 ) | (0.3917 ) | (NA ) | (0 ) |
| Estimates ( 3 ) | 0.8672 | -0.4357 | 0.5599 | -0.7112 | 0 | 0 | -1.3446 |
| (p-val) | (0 ) | (0.0028 ) | (0 ) | (0 ) | (NA ) | (NA ) | (5e-04 ) |
| 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 |
| 0.00225373595271014 |
| 0.0583027691923077 |
| -0.0109477384783826 |
| 0.0087393306658903 |
| 0.0479539098151038 |
| -0.0297971843126387 |
| 0.0229164605522137 |
| -0.00799374177143464 |
| -0.00548417034266091 |
| -0.000601938096694577 |
| 0.00181848728369211 |
| -0.0123935487074117 |
| 0.0164355782788895 |
| 0.0232599624255075 |
| 0.00464834898734881 |
| -0.0204920544198541 |
| 0.0256137969281627 |
| -0.00387847419650128 |
| 0.0238508559481344 |
| -0.00231492552471777 |
| 0.00798442492387682 |
| 0.0083205379613933 |
| -0.00468105550312561 |
| 0.0325465549789233 |
| 0.00563530877442235 |
| 0.0397123526690842 |
| 0.00144457660977591 |
| 0.00620875012141697 |
| -0.00571425754804642 |
| -0.000264542533122744 |
| -0.000872153430549658 |
| 0.00298609647849467 |
| 0.0105684468549095 |
| 0.00250430940750459 |
| 0.0229947986524424 |
| 0.00607474107795594 |
| 0.0203682476035781 |
| 0.0168920750771558 |
| -0.00104660666569974 |
| 0.0109406710320407 |
| 0.00535925571720486 |
| 0.0113883592694501 |
| 0.00501030790586974 |
| 0.016586945501108 |
| 0.0357773516214615 |
| -0.0361051004137016 |
| -0.105850492145362 |
| 0.0669161613431585 |
| 0.0352578246861346 |
| 0.0344793486961398 |
| 0.0176229352173212 |
| -0.0425534489390696 |
| -0.0261582749278277 |
| -0.0201341902868305 |
| -0.0112876133166474 |
| -0.00991777917372117 |
| -0.00926935702187386 |
| 0.00693766087826019 |
| 0.0201723131403664 |
| -0.00969066751686186 |
| 0.00367994950188367 |
| -0.0299727391381295 |
| -0.0209366400397045 |
| -0.0229665206366387 |
| -0.0144364511716660 |
| -0.0104512007716306 |
| -0.00604082812242702 |
| -0.00514127461569500 |
| -0.00248585737486617 |
| 0.00132507698617409 |
| 0.00374909686757339 |
| -0.00127714477983062 |
| 0.00490879094136784 |
