| ARIMA Parameter Estimation and Backward Selection | ||||
| Iteration | ar1 | ar2 | ar3 | ma1 |
| Estimates ( 1 ) | 0.5815 | -0.0692 | 0.0689 | -0.9411 |
| (p-val) | (4e-04 ) | (0.662 ) | (0.6383 ) | (0 ) |
| Estimates ( 2 ) | 0.559 | 0 | 0.0445 | -1.0543 |
| (p-val) | (3e-04 ) | (NA ) | (0.7413 ) | (0 ) |
| Estimates ( 3 ) | 0.5529 | 0 | 0 | -1.0706 |
| (p-val) | (4e-04 ) | (NA ) | (NA ) | (0 ) |
| Estimates ( 4 ) | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 5 ) | NA | NA | NA | NA |
| (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 |
| -0.138863847696473 |
| -0.224108921861512 |
| 0.221472215267306 |
| 0.111186932024582 |
| -0.522152965118125 |
| -0.0989391578144895 |
| -0.0716234661104724 |
| -0.0177133579040327 |
| 0.346125398443829 |
| -0.026059839419236 |
| -0.182239611173444 |
| 0.716805519951676 |
| -0.0197727104017969 |
| -0.195156590604932 |
| -0.389409784735355 |
| 0.0363334087501523 |
| -0.245024274695571 |
| 0.0239880493778801 |
| 0.402392973286199 |
| 1.19382368720723 |
| 1.23674471167769 |
| -1.10102972406091 |
| 0.239389636253538 |
| -0.0837455117958094 |
| -0.321244952968254 |
| -0.600647457969157 |
| 0.361994330101762 |
| -0.47398804060307 |
| -0.0567221464079841 |
| -0.273049886821093 |
| -0.0493362871874754 |
| -0.124315396866843 |
| 0.111473521220887 |
| -0.267736409196038 |
| -0.560637003326005 |
| -0.130372708053442 |
| 0.00593792415343964 |
| -0.0342687175826442 |
| -0.270481830557917 |
| 0.101720395096446 |
| -0.163010205281250 |
| -0.186296454165766 |
| -0.00637503088461848 |
| -0.0888527468649254 |
| -0.0405318115463624 |
| -0.078769569045659 |
| -0.129601683462005 |
| 0.0552198655215445 |
| -0.121155048721602 |
| -0.125282163794095 |
| 0.0637322215701019 |
| -0.0770811898514932 |
| -0.000391566900146789 |
| -0.199035091147374 |
| 0.288582874272506 |
| -0.091851504916031 |
