| ARIMA Parameter Estimation and Backward Selection | |||||||
| Iteration | ar1 | ar2 | ar3 | ma1 | sar1 | sar2 | sma1 |
| Estimates ( 1 ) | 0.0548 | 0.3774 | -0.1605 | 0.2445 | 1.0129 | -0.0155 | -0.932 |
| (p-val) | (0.8805 ) | (0.0105 ) | (0.355 ) | (0.4839 ) | (0 ) | (0.9415 ) | (0.0261 ) |
| Estimates ( 2 ) | 0.0472 | 0.3801 | -0.1598 | 0.2557 | 0.9921 | 0 | -0.8813 |
| (p-val) | (0.8934 ) | (0.0095 ) | (0.3557 ) | (0.4531 ) | (0 ) | (NA ) | (0 ) |
| Estimates ( 3 ) | 0 | 0.3869 | -0.1406 | 0.2969 | 0.9902 | 0 | -0.8691 |
| (p-val) | (NA ) | (0.0043 ) | (0.255 ) | (0.0187 ) | (0 ) | (NA ) | (0 ) |
| Estimates ( 4 ) | 0 | 0.4096 | 0 | 0.2906 | 0.9903 | 0 | -0.8663 |
| (p-val) | (NA ) | (0.0044 ) | (NA ) | (0.0249 ) | (0 ) | (NA ) | (0 ) |
| 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 |
| 0.00389999566605960 |
| -0.20123358803125 |
| -0.148525573172100 |
| 0.0362875054820690 |
| 0.195689488575946 |
| -0.0602177259815549 |
| 0.0234181107001923 |
| -0.212358664402825 |
| 0.108381526647913 |
| 0.0683313689841566 |
| 8.97213650698226e-05 |
| 0.266513544956006 |
| 0.101259309334811 |
| 0.107315633504465 |
| -0.202839079044457 |
| 0.218165284202527 |
| 0.190452887879999 |
| 0.0165151722579907 |
| -0.174578147578765 |
| 0.0537681843461664 |
| 0.0984025419134107 |
| -0.0568412008557962 |
| -0.0379232141655889 |
| 0.0915262706752663 |
| 0.371805515423389 |
| 0.100508454272959 |
| 0.0201723520131287 |
| 0.104738630985788 |
| -0.127819595365250 |
| -0.147308763110643 |
| 0.178865361169380 |
| 0.0280038325493376 |
| 0.146064439668412 |
| -0.0358099591557609 |
| 0.2692128458743 |
| 0.191522941473931 |
| -0.00412557991352594 |
| -0.142773609940828 |
| 0.0495205406961299 |
| -0.118082414020078 |
| -0.229211463115294 |
| 0.0228091612358535 |
| -0.248725884389327 |
| 0.297021563550584 |
| -0.0118223030396842 |
| -0.0224390905264694 |
| 0.0206533474225117 |
| -0.0507551173282402 |
| 0.0847922014110269 |
| -0.0100428571511436 |
| -0.0788203459695177 |
| -0.109496908174773 |
| -0.0302891796413499 |
| -0.137278599091849 |
| 0.00197509604702665 |
| -0.157079373258253 |
| 0.0210351251294361 |
| -0.139382480539844 |
| -0.000728988594852177 |
| -0.114385645580739 |
| -0.141598102172865 |
