ARIMA Parameter Estimation and Backward Selection | ||||
Iteration | ar1 | ar2 | sar1 | sar2 |
Estimates ( 1 ) | 0.2188 | 0.3801 | -0.397 | -0.1396 |
(p-val) | (0.1427 ) | (0.0118 ) | (0.0252 ) | (0.511 ) |
Estimates ( 2 ) | 0.2087 | 0.3907 | -0.349 | 0 |
(p-val) | (0.1644 ) | (0.0103 ) | (0.0254 ) | (NA ) |
Estimates ( 3 ) | 0 | 0.4648 | -0.3897 | 0 |
(p-val) | (NA ) | (0.0015 ) | (0.0101 ) | (NA ) |
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 |
1.23935126293278e-05 |
6.80627844840252e-05 |
-0.00052982676898614 |
-0.000171531691334297 |
-0.000245565444376746 |
0.000621786749550088 |
0.00078185549932939 |
0.000212466826285297 |
0.00078943069140063 |
-0.000632140215764198 |
0.000196432416473869 |
0.00107363124620614 |
0.000562654800297545 |
-7.98124841750079e-06 |
0.000331896506092809 |
0.000157553714148547 |
0.00050598863714149 |
0.000534027900662981 |
-0.000300516289036913 |
-1.66793259496288e-05 |
2.81484441216322e-05 |
-0.000139460233590299 |
2.47265135099213e-06 |
0.00028068809493353 |
-0.00145494703986864 |
0.00083067885553211 |
0.000414131382913310 |
-0.00085567449602063 |
-0.000323978844945685 |
0.000542338283065673 |
4.35718558435584e-05 |
0.000915766132250636 |
-9.11032619144297e-05 |
-0.000262259829300305 |
0.000360474066230909 |
-0.000572374202611886 |
-2.32605640742185e-05 |
7.92985119577941e-05 |
0.000455445097293056 |
0.000518132527051266 |
0.000181183018600003 |
-0.000293194065528142 |
-0.000684584161164443 |
0.000414833943975523 |
-0.000155026707534525 |
0.000127057238233268 |
0.000894475985348767 |
-0.000206563108083289 |
0.00145074015394368 |