Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
110.92NANA-0.0586516NA
210.98NANA-0.0152488NA
311.15NANA-0.0411516NA
411.19NANA-0.02011NA
511.33NANA-0.000109954NA
611.38NANA0.0155845NA
711.411.424111.41870.00530671-0.0240567
811.4511.515711.49250.0232234-0.0657234
911.5611.563611.55960.00405671-0.00364005
1011.6111.65611.61960.0364178-0.0460012
1111.8211.71911.670.04898730.101013
1211.7711.717511.71580.00169560.0524711
1311.8511.699711.7583-0.05865160.150318
1411.8211.781811.7971-0.01524880.0381655
1511.9211.786811.8279-0.04115160.133235
1611.8611.831611.8517-0.020110.0284433
1711.8711.868611.8687-0.0001099540.00135995
1811.9411.898111.88250.01558450.0419155
1911.8611.901611.89620.00530671-0.0415567
2011.9211.936611.91330.0232234-0.0165567
2111.8311.92711.92290.00405671-0.0969734
2211.9111.962711.92620.0364178-0.0526678
2311.9311.991111.94210.0489873-0.0610706
2411.9911.964611.96290.00169560.0253877
2511.9611.934311.9929-0.05865160.025735
2612.1212.012712.0279-0.01524880.107332
2711.8512.026312.0675-0.0411516-0.176348
2812.0112.089112.1092-0.02011-0.0790567
2912.112.147412.1475-0.000109954-0.04739
3012.2112.204812.18920.01558450.00524884
3112.3112.229112.22370.005306710.0809433
3212.3112.276112.25290.02322340.03386
3312.3912.297812.29370.004056710.0921933
3412.3512.373912.33750.0364178-0.0239178
3512.4112.422712.37370.0489873-0.0127373
3612.5112.407912.40620.00169560.102054
3712.2712.370912.4296-0.0586516-0.100932
3812.5112.43112.4462-0.01524880.0789988
3912.4412.422212.4633-0.04115160.0178183
4012.4712.458212.4783-0.020110.0117766
4112.5112.495712.4958-0.0001099540.0142766
4212.5812.527712.51210.01558450.0523322
4312.512.534112.52880.00530671-0.0340567
4412.5212.56712.54380.0232234-0.0469734
4512.5912.561112.55710.004056710.02886
4612.5112.609312.57290.0364178-0.0993345
4712.6712.636912.58790.04898730.0330961
4812.6412.609612.60790.00169560.0303877
4912.5412.575112.6338-0.0586516-0.0350984
5012.612.645612.6608-0.0152488-0.0455845
5112.6712.640512.6817-0.04115160.029485
5212.6212.687812.7079-0.02011-0.0678067
5312.7212.727412.7275-0.000109954-0.00739005
5412.8512.741412.72580.01558450.108582
5512.8512.73212.72670.005306710.118027
5612.8212.758212.7350.02322340.0617766
5712.7912.746112.74210.004056710.04386
5812.9412.79112.75460.03641780.148999
5912.7112.818212.76920.0489873-0.108154
6012.5612.77512.77330.0016956-0.215029
6112.6412.715112.7738-0.0586516-0.0750984
6212.712.770212.7854-0.0152488-0.0701678
6312.7412.76312.8042-0.0411516-0.023015
6412.8512.803212.8233-0.020110.0467766
6512.8412.855712.8558-0.000109954-0.0157234
6612.8312.918912.90330.0155845-0.0889178
6712.8812.95712.95170.00530671-0.0769734
6813.0713.014112.99080.02322340.0559433
6912.9913.03213.02790.00405671-0.0419734
7013.213.104813.06830.03641780.0952488
7113.2313.159813.11080.04898730.0701794
7213.1813.152913.15120.00169560.0270544
7313.1813.122613.1812-0.05865160.0574016
7413.113.186413.2017-0.0152488-0.0864178
7513.2313.188813.23-0.04115160.0411516
7613.3313.247813.2679-0.020110.0821933
7713.3813.302813.3029-0.0001099540.0771933
7813.2613.356813.34120.0155845-0.0968345
7913.17NANA0.00530671NA
8013.27NANA0.0232234NA
8113.47NANA0.00405671NA
8213.63NANA0.0364178NA
8313.64NANA0.0489873NA
8413.69NANA0.0016956NA