| ARIMA Parameter Estimation and Backward Selection | ||||
| Iteration | ma1 | sar1 | sar2 | sma1 |
| Estimates ( 1 ) | -0.3243 | 0.8842 | 0.0834 | -0.8746 |
| (p-val) | (0.0651 ) | (0.0071 ) | (0.6784 ) | (0.0621 ) |
| Estimates ( 2 ) | -0.3365 | 0.9891 | 0 | -0.9405 |
| (p-val) | (0.0541 ) | (0 ) | (NA ) | (0 ) |
| Estimates ( 3 ) | 0 | 1.521 | 0 | -1.3967 |
| (p-val) | (NA ) | (0.1038 ) | (NA ) | (0.221 ) |
| Estimates ( 4 ) | 0 | 0.0722 | 0 | 0 |
| (p-val) | (NA ) | (0.5873 ) | (NA ) | (NA ) |
| Estimates ( 5 ) | 0 | 0 | 0 | 0 |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 6 ) | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 7 ) | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimated ARIMA Residuals |
| Value |
| -0.138863907489376 |
| -0.259320621873828 |
| 0.309189972231445 |
| 0.0897648306456169 |
| -0.638327684591116 |
| 0.049869350358665 |
| 0.0498693503586934 |
| 0.0498693503586792 |
| 0.418902543012917 |
| -0.129660310932555 |
| -0.239372881721683 |
| 0.827838702575583 |
| -0.269271995737413 |
| -0.331216627684623 |
| -0.40239555929772 |
| 0.19349806342989 |
| -0.153764006612526 |
| 0.136387813016605 |
| 0.486387813016612 |
| 1.12638781301658 |
| 0.729657629339488 |
| -1.94060831384317 |
| 0.327338497520293 |
| -0.179962303924376 |
| -0.390494190289654 |
| -0.504714691116239 |
| 0.707452621073822 |
| -0.514448747933573 |
| 0.124448747933572 |
| -0.150114123553511 |
| 0.0846005675627161 |
| -0.0916354258247695 |
| 0.175094757852387 |
| -0.119124707647547 |
| -0.492395559297058 |
| 0.178669248760153 |
| 0.249619933263866 |
| 0.0982891820239943 |
| -0.25912574297419 |
| 0.306121869833948 |
| -0.127946811363448 |
| -0.0998858764465028 |
| 0.121330751239857 |
| -0.0192775626033305 |
| 0.0133839398763749 |
| -0.00121662768633171 |
| -0.0360454423560784 |
| 0.137718564256457 |
| -0.115893622726941 |
| -0.0743346243800826 |
| 0.175171185330277 |
| -0.0795058097103574 |
| 0.0486692487601567 |
| -0.172053188636519 |
| 0.390608313843159 |
| -0.158555125206637 |
