Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
1103.48NANA-0.25884259259259NA
2103.93NANA0.152685185185183NA
3103.89NANA0.0411574074074023NA
4104.4NANA0.189212962962956NA
5104.79NANA0.273240740740743NA
6104.77NANA0.229629629629633NA
7105.13105.067407407407104.6983333333330.3690740740740790.0625925925925799
8105.26104.866851851852104.8466666666670.0201851851851850.393148148148157
9104.96104.825740740741105.002083333333-0.1763425925925890.134259259259252
10104.75104.921018518519105.158333333333-0.237314814814813-0.171018518518508
11105.01105.056574074074105.291666666667-0.235092592592602-0.0465740740740586
12105.15105.036157407407105.40375-0.3675925925925860.11384259259259
13105.2105.261157407407105.52-0.25884259259259-0.061157407407407
14105.77105.781851851852105.6291666666670.152685185185183-0.0118518518518584
15105.78105.785324074074105.7441666666670.0411574074074023-0.00532407407406765
16106.26106.09712962963105.9079166666670.1892129629629560.162870370370385
17106.13106.407824074074106.1345833333330.273240740740743-0.277824074074076
18106.12106.62837962963106.398750.229629629629633-0.508379629629616
19106.57107.054907407407106.6858333333330.369074074074079-0.48490740740742
20106.44107.018101851852106.9979166666670.020185185185185-0.578101851851855
21106.54107.175324074074107.351666666667-0.176342592592589-0.635324074074063
22107.1107.491435185185107.72875-0.237314814814813-0.391435185185188
23108.1107.907824074074108.142916666667-0.2350925925926020.192175925925937
24108.4108.262407407407108.63-0.3675925925925860.137592592592597
25108.84108.890324074074109.149166666667-0.25884259259259-0.0503240740740694
26109.62109.803518518519109.6508333333330.152685185185183-0.183518518518497
27110.42110.173657407407110.13250.04115740740740230.246342592592597
28110.67110.775046296296110.5858333333330.189212962962956-0.105046296296294
29111.66111.211157407407110.9379166666670.2732407407407430.448842592592584
30112.28111.427546296296111.1979166666670.2296296296296330.852453703703702
31112.87111.790740740741111.4216666666670.3690740740740791.07925925925927
32112.18111.635185185185111.6150.0201851851851850.544814814814828
33112.36111.555324074074111.731666666667-0.1763425925925890.804675925925935
34112.16111.550185185185111.7875-0.2373148148148130.609814814814825
35111.49111.562824074074111.797916666667-0.235092592592602-0.0728240740740631
36111.25111.361574074074111.729166666667-0.367592592592586-0.11157407407407
37111.36111.339490740741111.598333333333-0.258842592592590.0205092592592564
38111.74111.635601851852111.4829166666670.1526851851851830.104398148148164
39111.1111.431990740741111.3908333333330.0411574074074023-0.331990740740721
40111.33111.478796296296111.2895833333330.189212962962956-0.148796296296297
41111.25111.511990740741111.238750.273240740740743-0.261990740740728
42111.04111.475046296296111.2454166666670.229629629629633-0.435046296296278
43110.97111.655324074074111.286250.369074074074079-0.68532407407406
44111.31111.367685185185111.34750.020185185185185-0.0576851851851785
45111.02111.280324074074111.456666666667-0.176342592592589-0.260324074074077
46111.07111.379351851852111.616666666667-0.237314814814813-0.309351851851858
47111.36111.570324074074111.805416666667-0.235092592592602-0.210324074074066
48111.54111.656990740741112.024583333333-0.367592592592586-0.116990740740732
49112.05NA112.257083333333NANA
50112.52NA112.483333333333NANA
51112.94NA112.725416666667NANA
52113.33NA112.999166666667NANA
53113.78NANANANA
54113.77NANANANA
55113.82NANANANA
56113.89NANANANA
57114.25NANANANA
58114.41NANANANA