| ARIMA Parameter Estimation and Backward Selection | |||||||
| Iteration | ar1 | ar2 | ar3 | ma1 | sar1 | sar2 | sma1 |
| Estimates ( 1 ) | -0.109 | -0.1538 | 0.536 | -0.7177 | 1.0046 | -0.6342 | -0.7177 |
| (p-val) | (0.926 ) | (0.8733 ) | (0.5382 ) | (0 ) | (0 ) | (0 ) | (0 ) |
| Estimates ( 2 ) | 0 | -0.0536 | 0.6279 | -0.7814 | 1.0161 | -0.6414 | -0.7814 |
| (p-val) | (NA ) | (0.7158 ) | (0 ) | (0.002 ) | (0 ) | (0 ) | (0.002 ) |
| Estimates ( 3 ) | 0 | 0 | 0.6575 | -0.7988 | 1.0287 | -0.6589 | -0.7988 |
| (p-val) | (NA ) | (NA ) | (0 ) | (7e-04 ) | (0 ) | (0 ) | (7e-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 |
| 0.00969018995004162 |
| -0.140153531112023 |
| 0.0861631377048088 |
| 0.313595358960651 |
| 0.608133379042472 |
| 0.147699830087967 |
| 0.476220742914667 |
| 0.546837118285778 |
| -0.721532930925777 |
| -1.20618132527292 |
| 0.265583697517300 |
| -0.224220534010478 |
| 0.204484385957224 |
| -0.271436592975866 |
| -0.33252390267425 |
| 0.504997924658636 |
| 1.07246143977618 |
| 0.480364023829565 |
| 0.146405783014388 |
| 0.848199157287376 |
| -1.29712212158951 |
| 0.0882698113245864 |
| -0.181172120418443 |
| 0.713191911993533 |
| -0.177590012523496 |
| -0.0383461885477429 |
| -0.103645225507573 |
| 0.616973275312288 |
| 0.865065299972005 |
| 0.0805919667065128 |
| 0.0330042995975301 |
| 0.843167804228948 |
| -1.21925681588996 |
| -0.107941359852856 |
| -0.200302751709591 |
| 0.00240900202412518 |
| 0.286377681656572 |
| -0.465156597188478 |
| 0.225431719870049 |
| 0.369507597974615 |
| 1.11330696896101 |
| -0.360675135928118 |
| 1.25752615078868 |
| 0.36192843025368 |
| -0.590184361748076 |
| -0.760629558829367 |
| 0.233925758632847 |
| 0.60416427470158 |
| 0.281706129315458 |
| -0.344049577852413 |
| 0.457395130652736 |
| 0.291713681225466 |
| 1.25771281865227 |
| -0.155145281557085 |
| 0.810037795120118 |
| 0.7977885489571 |
| -0.565545912904853 |
| -0.589892098133327 |
| -0.00385580123621989 |
| 0.524345166502116 |
