| 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 ) | (0.007 ) | (0.6784 ) | (0.062 ) |
| 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 |
| -0.259320621873943 |
| 0.309189972231585 |
| 0.0897648306456388 |
| -0.638327684591171 |
| 0.0498693503586693 |
| 0.0498693503586977 |
| 0.0498693503586835 |
| 0.418902543012953 |
| -0.129660310932566 |
| -0.239372881721704 |
| 0.827838702575652 |
| -0.269271995737434 |
| -0.331216627684912 |
| -0.402395559297359 |
| 0.193498063429999 |
| -0.153764006613287 |
| 0.136387813016668 |
| 0.486387813016677 |
| 1.12638781301665 |
| 0.729657629339982 |
| -1.94060831384333 |
| 0.327338497520003 |
| -0.179962303923389 |
| -0.390494190289971 |
| -0.504714691116661 |
| 0.707452621073372 |
| -0.514448747933329 |
| 0.124448747933329 |
| -0.150114123553351 |
| 0.0846005675632995 |
| -0.0916354258234264 |
| 0.175094757853287 |
| -0.119124707649874 |
| -0.492395559296682 |
| 0.178669248760016 |
| 0.249619933263375 |
| 0.0982891820233647 |
| -0.259125742973382 |
| 0.306121869833348 |
| -0.127946811363316 |
| -0.0998858764466632 |
| 0.121330751239995 |
| -0.0192775626033495 |
| 0.0133839398766469 |
| -0.00121662768664521 |
| -0.0360454423566381 |
| 0.137718564256659 |
| -0.115893622726674 |
| -0.0743346243800147 |
| 0.175171185330029 |
| -0.0795058097100423 |
| 0.0486692487600209 |
| -0.172053188636653 |
| 0.390608313843316 |
| -0.158555125206661 |
