| ARIMA Parameter Estimation and Backward Selection | ||||||
| Iteration | ar1 | ar2 | ma1 | sar1 | sar2 | sma1 |
| Estimates ( 1 ) | -0.0214 | -0.2602 | -0.3527 | 0.2652 | -0.096 | -0.8991 |
| (p-val) | (0.9217 ) | (0.0284 ) | (0.1076 ) | (0.1215 ) | (0.4699 ) | (0.0048 ) |
| Estimates ( 2 ) | 0 | -0.2535 | -0.3721 | 0.2633 | -0.0968 | -0.895 |
| (p-val) | (NA ) | (0.01 ) | (1e-04 ) | (0.1213 ) | (0.4644 ) | (0.0033 ) |
| Estimates ( 3 ) | 0 | -0.2472 | -0.376 | 0.2865 | 0 | -1 |
| (p-val) | (NA ) | (0.0113 ) | (0 ) | (0.0063 ) | (NA ) | (2e-04 ) |
| Estimates ( 4 ) | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 5 ) | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 6 ) | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 7 ) | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 8 ) | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 9 ) | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 10 ) | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimates ( 11 ) | NA | NA | NA | NA | NA | NA |
| (p-val) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) | (NA ) |
| Estimated ARIMA Residuals |
| Value |
| -0.0529122463338509 |
| 1.95085779391401 |
| -1.60720367324029 |
| -2.15240097059503 |
| 1.45312014961295 |
| -0.460289991572657 |
| -1.68091344550009 |
| -0.492514412069178 |
| 0.316799519082709 |
| -0.373090538963258 |
| -0.333183398228036 |
| 0.455625137476021 |
| 0.233183435542577 |
| -0.325976511953550 |
| 0.163514665168336 |
| -1.80574914247345 |
| 0.358315661320611 |
| -0.939579696440877 |
| -0.815031352180055 |
| 0.83176762409332 |
| -2.35584939404129 |
| 0.713213963069145 |
| 1.29045576809186 |
| 0.301671420649461 |
| -5.05566866003208 |
| -1.36179396314565 |
| 0.0396002747597235 |
| -2.21451672622829 |
| -0.0575893257930159 |
| -5.98063762908417 |
| -1.85927581154235 |
| -4.02002798825811 |
| 2.14103500511788 |
| -0.391237268694542 |
| -1.95798047168644 |
| 2.05214692503358 |
| 3.30973617819885 |
| 1.49624576053915 |
| 0.00366472012348953 |
| -0.250199106458768 |
| -2.55322893314437 |
| 2.15011258077318 |
| 0.629970926799316 |
| 0.455031590273918 |
| 1.05656997099384 |
| -1.04358786406783 |
| -0.983512903364047 |
| -0.491136417574079 |
| -0.94420505110462 |
| 0.99020749825519 |
| -0.409434973051327 |
| -0.682267679117999 |
| -2.36655057020581 |
| 0.95017010226143 |
| -0.647617993423827 |
| 2.27994663516437 |
| 2.02325165576656 |
| -0.49184487675182 |
| -0.544684198696856 |
| -0.293115097520582 |
| 0.478993216146392 |
| 0.24982285625805 |
| -1.66839734320076 |
| 0.376754787232426 |
| -2.71407789949705 |
| 2.52988227241138 |
| -0.627663084082205 |
| 0.967976347913566 |
| 0.146122918624751 |
| -1.22766268851996 |
| 0.150252932796302 |
| 1.74263245925731 |
| 0.37995006243034 |
| 0.326498093228779 |
| 1.73125077915615 |
| 0.370026444451671 |
| -1.42647790112945 |
| 0.177488098477618 |
| -1.33964427780592 |
| -1.00656064887285 |
| 0.33603925405246 |
| 2.47235723680367 |
| 0.268367120758668 |
| -1.09202967081434 |
| 2.21193356918778 |
| 0.77438949935733 |
| 1.83221524615121 |
| 0.707220910731349 |
| -0.708939623079423 |
| -1.39600520819793 |
| 0.241910548280814 |
| 1.04945746030794 |
| 2.99037139490042 |
| -0.693585547000526 |
| -1.1851852303831 |
| -1.87343971523979 |
| -0.179728163247545 |
| 1.10656152246015 |
| -3.03987793180626 |
| 4.17802592198945 |
| 1.78973929417419 |
| -1.23214965691553 |
| -0.998768507362624 |
| -2.29822407899374 |
| 1.66327177241864 |
| -1.43966239425129 |
| -1.34455635243406 |
| 1.5946902921078 |
| -0.992642723029625 |
| -0.328092572458622 |
| 0.255996824959257 |
| -0.266989390559041 |
| -0.818154390125709 |
| 3.39142773869491 |
| 0.756842745358086 |
| -0.974813574762349 |
| 1.03282155531475 |
| -0.813584806155998 |
| -1.38732632681126 |
| 0.699042046304137 |
