Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
151.02NANA-0.0415208NA
251.06NANA-0.0930208NA
350.9NANA-0.101438NA
451.23NANA-0.0222708NA
551.29NANA0.155979NA
651.3NANA0.0866458NA
751.351.347351.36-0.0126875-0.0473125
851.351.33251.4258-0.0938542-0.0319792
951.4651.420651.5-0.07943750.0394375
1051.4751.591551.57120.0202292-0.121479
1151.7751.76751.63960.1273960.00302083
1251.8251.772751.71870.05397920.0472708
1351.8251.758151.7996-0.04152080.0619375
1451.8451.787851.8808-0.09302080.0521875
1551.951.864851.9662-0.1014380.0351875
1651.9452.041152.0633-0.0222708-0.101062
1752.2252.311452.15540.155979-0.0913958
1852.2752.317152.23040.0866458-0.0470625
1952.2752.288652.3013-0.0126875-0.0185625
2052.2852.276652.3704-0.09385420.0034375
2152.5352.357652.4371-0.07943750.172354
2252.7352.523152.50290.02022920.206854
2352.7252.689152.56170.1273960.0309375
2452.6752.664852.61080.05397920.0051875
2552.6752.61652.6575-0.04152080.0540208
2652.6552.611152.7042-0.09302080.0388542
2752.6952.638152.7396-0.1014380.0518542
2852.7352.744452.7667-0.0222708-0.0143958
2952.8452.96652.810.155979-0.125979
3052.8352.956652.870.0866458-0.126646
3152.8352.920652.9333-0.0126875-0.0906458
3252.8452.903252.9971-0.0938542-0.0632292
3352.8252.987653.0671-0.0794375-0.167646
3453.0953.165253.1450.0202292-0.0752292
3553.453.362853.23540.1273960.0371875
3653.4353.390253.33620.05397920.0397708
3753.4353.395653.4371-0.04152080.0344375
3853.4253.446153.5392-0.0930208-0.0261458
3953.653.540653.6421-0.1014380.0593542
4053.6953.725253.7475-0.0222708-0.0352292
4154.0553.998553.84250.1559790.0515208
4254.0454.012953.92620.08664580.0271042
4354.0453.999454.0121-0.01268750.0406042
4454.0854.014154.1079-0.09385420.0659375
4554.0554.13654.2154-0.0794375-0.0859792
4654.3954.366554.34620.02022920.0235208
4754.3854.631654.50420.127396-0.251562
4854.4654.724454.67040.0539792-0.264396
4954.4654.798154.8396-0.0415208-0.338062
5054.6954.914955.0079-0.0930208-0.224896
5154.9155.083655.185-0.101438-0.173562
5255.5255.341955.3642-0.02227080.178104
5356.0155.709755.55380.1559790.300271
5456.0755.844655.75790.08664580.225438
5556.0755.946155.9588-0.01268750.123938
5656.0956.056156.15-0.09385420.0338542
5756.2956.240156.3196-0.07943750.0498542
5856.4556.475656.45540.0202292-0.0256458
5956.8756.681656.55420.1273960.188437
6056.8756.689856.63580.05397920.180188
6156.8756.674356.7158-0.04152080.195687
6256.8756.70256.795-0.09302080.168021
6356.856.764856.8663-0.1014380.0351875
6456.8956.909456.9317-0.0222708-0.0193958
6557.0157.136456.98040.155979-0.126396
6657.0357.100857.01420.0866458-0.0708125
6757.03NANA-0.0126875NA
6857.03NANA-0.0938542NA
6957.06NANA-0.0794375NA
7057.25NANA0.0202292NA
7157.24NANA0.127396NA
7257.31NANA0.0539792NA