| ARIMA Parameter Estimation and Backward Selection | |||||||
| Iteration | ar1 | ar2 | ar3 | ma1 | sar1 | sar2 | sma1 |
| Estimates ( 1 ) | 0.2588 | 0.3166 | 0.3662 | -0.4991 | 0.7084 | 0.2902 | -0.9689 |
| (p-val) | (0.2114 ) | (0.0106 ) | (0.0298 ) | (0.0348 ) | (0 ) | (0.0731 ) | (0 ) |
| Estimates ( 2 ) | 0 | 0.3681 | 0.5147 | -0.2128 | 0.6646 | 0.3283 | -0.9244 |
| (p-val) | (NA ) | (5e-04 ) | (0 ) | (0.1941 ) | (0 ) | (0.0331 ) | (0 ) |
| Estimates ( 3 ) | 0 | 0.3568 | 0.5008 | 0 | 0.6259 | 0.3679 | -0.9229 |
| (p-val) | (NA ) | (3e-04 ) | (0 ) | (NA ) | (0 ) | (0.0109 ) | (0 ) |
| 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 |
| 0.104789831004067 |
| 0.0166394091947841 |
| 0.064956152318788 |
| 0.044145249881286 |
| 0.065507097993903 |
| 0.124803998234231 |
| 0.0769866578726166 |
| -0.0302398941313522 |
| 0.0970040413659774 |
| -0.118358485757634 |
| -0.0731239621434325 |
| -0.0269535565164319 |
| 0.173583340970455 |
| -0.0401886598854925 |
| 0.0746341379330819 |
| -0.00890572341626056 |
| 0.0895939684964202 |
| -0.035408318843707 |
| 0.0685535038424167 |
| -0.0283987876577116 |
| -0.0231853957529491 |
| 0.104317900061064 |
| -0.0764104059445642 |
| -0.100393851319479 |
| 0.0662776313686537 |
| 0.171389781065748 |
| 0.103298940694207 |
| 0.0552840419929124 |
| -0.0642883062809278 |
| -0.137871914466303 |
| -0.0675306742116158 |
| 0.186198748370335 |
| -0.0498372140969418 |
| 0.0221229727647961 |
| 0.0842972459932629 |
| 7.95231445887431e-05 |
| 0.142390984520745 |
| -0.0279636857099538 |
| -0.00448570450985936 |
| -0.0537345700046076 |
| -0.0798028006669713 |
| 0.0376666270251664 |
| 0.0907512616022708 |
| -0.207639337364692 |
| -0.0518036043521293 |
| -0.0433660570574842 |
| -0.0071734439460829 |
| -0.0419423876521672 |
| 0.0388998505175768 |
| -0.0252902376373067 |
| -0.0649375833515065 |
| -0.0751262783016454 |
| 0.0323039551455192 |
| 0.0180402685350376 |
| -0.0180898151904384 |
| -0.080740648472526 |
| 0.0201554520090073 |
| 0.0116014375097651 |
| 0.0351958287166136 |
| 0.0847851479309549 |
