Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
111.73NANA0.0537698NA
211.74NANA-0.0591468NA
311.65NANA-0.187341NA
411.38NANA-0.00713294NA
511.53NANA0.00911706NA
611.75NANA0.0745337NA
711.8211.739611.61330.126240.0804266
811.8311.67211.59750.07446430.158036
911.6311.64111.57330.0676587-0.0109921
1011.5511.542611.5742-0.03157740.00741071
1111.411.645111.58710.058006-0.245089
1211.411.403511.5821-0.178591-0.00349206
1311.6311.634611.58080.0537698-0.00460317
1411.4611.520911.58-0.0591468-0.0608532
1511.3511.391411.5787-0.187341-0.0414087
1611.711.574111.5812-0.007132940.125883
1711.5211.613711.60460.00911706-0.0937004
1811.6411.712911.63830.0745337-0.0728671
1911.911.789211.66290.126240.110843
2011.7311.765711.69120.0744643-0.0357143
2111.711.785611.71790.0676587-0.0855754
2211.5411.710111.7417-0.0315774-0.170089
2311.9711.823411.76540.0580060.146577
2411.6411.629711.8083-0.1785910.0102579
2511.9811.918411.86460.05376980.0616468
2611.7911.865911.925-0.0591468-0.0758532
2711.6611.806411.9938-0.187341-0.146409
2811.9612.050412.0575-0.00713294-0.0903671
2911.8312.111212.10210.00911706-0.2812
3012.3612.209112.13460.07453370.150883
3112.5312.287912.16170.126240.242093
3212.5512.264512.190.07446430.285536
3312.5312.286812.21920.06765870.243175
3412.2412.205512.2371-0.03157740.034494
3512.3412.313412.25540.0580060.0265774
3612.0512.079312.2579-0.178591-0.0293254
3712.2212.290412.23670.0537698-0.0704365
3812.2312.145412.2046-0.05914680.0845635
3911.9211.976412.1637-0.187341-0.0564087
4012.1312.122512.1296-0.007132940.0075496
4112.112.118312.10920.00911706-0.0182837
4212.1512.168712.09420.0745337-0.0187004
4312.2312.200812.07460.126240.0291766
4412.0812.118612.04420.0744643-0.038631
4512.0212.073112.00540.0676587-0.0530754
4611.9311.932611.9642-0.0315774-0.00258929
4712.1611.994311.93620.0580060.165744
4811.8711.739711.9183-0.1785910.130258
4911.9311.944611.89080.0537698-0.0146032
5011.7911.794611.8538-0.0591468-0.00460317
5111.4311.646811.8342-0.187341-0.216825
5211.6311.822911.83-0.00713294-0.192867
5311.9311.823311.81420.009117060.106716
5411.8911.871611.79710.07453370.0183829
5511.8311.916211.790.12624-0.0862401
5611.5911.869911.79540.0744643-0.279881
5712.0411.889311.82170.06765870.150675
5811.8111.818811.8504-0.0315774-0.00883929
5911.911.920511.86250.058006-0.020506
6011.7211.687211.8658-0.1785910.0327579
6111.9111.918411.86460.0537698-0.00835317
6211.9411.808811.8679-0.05914680.13123
6311.9111.662711.85-0.1873410.247341
6411.8411.818311.8254-0.007132940.0217163
6512.0111.820411.81120.009117060.189633
6611.8911.85511.78040.07453370.0350496
6711.811.876711.75040.12624-0.0766567
6811.711.790711.71620.0744643-0.0907143
6911.511.745611.67790.0676587-0.245575
7011.7611.621811.6533-0.03157740.138244
7111.6111.684711.62670.058006-0.0746726
7211.2711.411811.5904-0.178591-0.141825
7311.6411.60511.55130.05376980.0349802
7411.3911.465911.525-0.0591468-0.0758532
7511.5411.327711.515-0.1873410.212341
7611.6211.493311.5004-0.007132940.126716
7711.5911.494511.48540.009117060.0954663
7811.4411.554111.47960.0745337-0.114117
7911.3111.611211.4850.12624-0.30124
8011.56NANA0.0744643NA
8111.4NANA0.0676587NA
8211.51NANA-0.0315774NA
8311.5NANA0.058006NA
8411.24NANA-0.178591NA
8511.8NANA0.0537698NA