| Classical Decomposition by Moving Averages | |||||
| t | Observations | Fit | Trend | Seasonal | Random |
| 1 | 0.9 | NA | NA | 0.992567921514469 | NA |
| 2 | 0.9 | NA | NA | 0.999481897400849 | NA |
| 3 | 0.9 | NA | NA | 1.00224605031953 | NA |
| 4 | 0.9 | NA | NA | 1.00534813126609 | NA |
| 5 | 0.9 | NA | NA | 1.00649309984611 | NA |
| 6 | 0.91 | NA | NA | 1.00367099926547 | NA |
| 7 | 0.91 | 0.910548011837685 | 0.908333333333333 | 1.00243817816993 | 0.999398151628953 |
| 8 | 0.91 | 0.911542793948232 | 0.91 | 1.00169537796509 | 0.998307491476566 |
| 9 | 0.91 | 0.910326870976663 | 0.911666666666666 | 0.99853038863985 | 0.99964093010205 |
| 10 | 0.91 | 0.911512175053725 | 0.91375 | 0.997550943971245 | 0.998341025940069 |
| 11 | 0.92 | 0.913077375294444 | 0.91625 | 0.996537380948916 | 1.0075816408257 |
| 12 | 0.92 | 0.912308727519244 | 0.918333333333333 | 0.993439630692462 | 1.00843055892019 |
| 13 | 0.92 | 0.913162487793311 | 0.92 | 0.992567921514469 | 1.00748772786671 |
| 14 | 0.92 | 0.921189148771115 | 0.921666666666667 | 0.999481897400849 | 0.998709115524535 |
| 15 | 0.92 | 0.924989583940731 | 0.922916666666667 | 1.00224605031953 | 0.994605794457194 |
| 16 | 0.93 | 0.929109231311741 | 0.924166666666667 | 1.00534813126609 | 1.00095873408448 |
| 17 | 0.93 | 0.931425489482586 | 0.925416666666667 | 1.00649309984611 | 0.998469561442454 |
| 18 | 0.93 | 0.929650263069639 | 0.92625 | 1.00367099926547 | 1.00037620269068 |
| 19 | 0.93 | 0.929761410252609 | 0.9275 | 1.00243817816993 | 1.0002566139493 |
| 20 | 0.93 | 0.931159328433382 | 0.929583333333333 | 1.00169537796509 | 0.998754962337828 |
| 21 | 0.92 | 0.93071353307806 | 0.932083333333333 | 0.99853038863985 | 0.988488903731067 |
| 22 | 0.93 | 0.93229448638646 | 0.934583333333333 | 0.997550943971245 | 0.997538882381089 |
| 23 | 0.93 | 0.934253794639609 | 0.9375 | 0.996537380948916 | 0.995446853238365 |
| 24 | 0.93 | 0.934661119209825 | 0.940833333333333 | 0.993439630692462 | 0.995013038293745 |
| 25 | 0.94 | 0.937149545896578 | 0.944166666666667 | 0.992567921514469 | 1.00304162138893 |
| 26 | 0.95 | 0.947425548577888 | 0.947916666666667 | 0.999481897400849 | 1.0027173126437 |
| 27 | 0.95 | 0.954639362929351 | 0.9525 | 1.00224605031953 | 0.995140193135223 |
| 28 | 0.96 | 0.962201940632582 | 0.957083333333333 | 1.00534813126609 | 0.997711560806939 |
| 29 | 0.97 | 0.967491492227071 | 0.96125 | 1.00649309984611 | 1.00259279569183 |
| 30 | 0.97 | 0.968960710540869 | 0.965416666666666 | 1.00367099926547 | 1.00107258163084 |
| 31 | 0.97 | 0.971529667676355 | 0.969166666666667 | 1.00243817816993 | 0.99842550595494 |
| 32 | 0.98 | 0.974566128145203 | 0.972916666666666 | 1.00169537796509 | 1.00557568306333 |
| 33 | 0.98 | 0.976063454895453 | 0.9775 | 0.99853038863985 | 1.00403308318204 |
| 34 | 0.98 | 0.979678156225094 | 0.982083333333333 | 0.997550943971245 | 1.00032851990509 |
| 35 | 0.98 | 0.982834991960869 | 0.98625 | 0.996537380948916 | 0.997115495496134 |
| 36 | 0.98 | 0.983919167564993 | 0.990416666666667 | 0.993439630692462 | 0.996016778924338 |
| 37 | 0.98 | 0.987191511939599 | 0.994583333333333 | 0.992567921514469 | 0.992715180537291 |
| 38 | 1 | 0.997816094238514 | 0.998333333333333 | 0.999481897400849 | 1.00218868564468 |
| 39 | 1.01 | 1.00433406292436 | 1.00208333333333 | 1.00224605031953 | 1.00564148651808 |
| 40 | 1.01 | 1.0116315570865 | 1.00625 | 1.00534813126609 | 0.998387202262455 |
| 41 | 1.02 | 1.0169774029695 | 1.01041666666667 | 1.00649309984611 | 1.00297213784856 |
| 42 | 1.02 | 1.01830786800475 | 1.01458333333333 | 1.00367099926547 | 1.00166170963459 |
| 43 | 1.02 | 1.02123389401061 | 1.01875 | 1.00243817816993 | 0.998791761595604 |
| 44 | 1.02 | 1.02423352396931 | 1.0225 | 1.00169537796509 | 0.995866641864154 |
| 45 | 1.03 | 1.02432575701305 | 1.02583333333333 | 0.99853038863985 | 1.00553949068263 |
| 46 | 1.03 | 1.02664617983707 | 1.02916666666667 | 0.997550943971245 | 1.00326677313839 |
| 47 | 1.03 | 1.02850962192103 | 1.03208333333333 | 0.996537380948916 | 1.00144906576196 |
| 48 | 1.03 | 1.02779608458724 | 1.03458333333333 | 0.993439630692462 | 1.00214431193678 |
| 49 | 1.03 | 1.02978921857126 | 1.0375 | 0.992567921514469 | 1.00020468405081 |
| 50 | 1.04 | 1.04029407487805 | 1.04083333333333 | 0.999481897400849 | 0.999717315627233 |
| 51 | 1.05 | 1.04609431502101 | 1.04375 | 1.00224605031953 | 1.00373358780648 |
| 52 | 1.05 | 1.05184548233714 | 1.04625 | 1.00534813126609 | 0.998245481519737 |
| 53 | 1.05 | 1.05555963846361 | 1.04875 | 1.00649309984611 | 0.994732994459983 |
| 54 | 1.05 | 1.05510913797782 | 1.05125 | 1.00367099926547 | 0.995157716113033 |
| 55 | 1.06 | 1.05631923024656 | 1.05375 | 1.00243817816993 | 1.00348452404164 |
| 56 | 1.06 | 1.05804074297563 | 1.05625 | 1.00169537796509 | 1.00185177842855 |
| 57 | 1.06 | 1.05719404897244 | 1.05875 | 0.99853038863985 | 1.00265414947264 |
| 58 | 1.06 | 1.05906658551614 | 1.06166666666667 | 0.997550943971245 | 1.00088135580579 |
| 59 | 1.06 | 1.0613123107106 | 1.065 | 0.996537380948916 | 0.998763501848276 |
| 60 | 1.06 | 1.06132467212311 | 1.06833333333333 | 0.993439630692462 | 0.998751869095379 |
| 61 | 1.06 | 1.06328838592238 | 1.07125 | 0.992567921514469 | 0.996907343326691 |
| 62 | 1.07 | 1.07319368733416 | 1.07375 | 0.999481897400849 | 0.997024127730294 |
| 63 | 1.08 | 1.07866731165639 | 1.07625 | 1.00224605031953 | 1.00123549525345 |
| 64 | 1.09 | 1.08451929660329 | 1.07875 | 1.00534813126609 | 1.00505357849683 |
| 65 | 1.09 | 1.0882706642086 | 1.08125 | 1.00649309984611 | 1.00158906772761 |
| 66 | 1.09 | 1.08772844545395 | 1.08375 | 1.00367099926547 | 1.00208834710129 |
| 67 | 1.09 | NA | NA | 1.00243817816993 | NA |
| 68 | 1.09 | NA | NA | 1.00169537796509 | NA |
| 69 | 1.09 | NA | NA | 0.99853038863985 | NA |
| 70 | 1.09 | NA | NA | 0.997550943971245 | NA |
| 71 | 1.09 | NA | NA | 0.996537380948916 | NA |
| 72 | 1.09 | NA | NA | 0.993439630692462 | NA |
