Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
116.3NANA-0.0442303NA
216.37NANA-0.030272NA
316.38NANA0.00208912NA
416.37NANA0.0207002NA
516.42NANA0.0425058NA
616.43NANA0.0175752NA
716.4416.45916.4767-0.0176331-0.0190336
816.5316.507416.50120.00611690.0226331
916.5516.532216.52210.01007520.0178414
1016.5616.558516.54710.01146410.00145255
1116.616.577916.5812-0.003327550.0220775
1216.6116.604116.6192-0.01506370.00589699
1316.6216.612916.6571-0.04423030.00714699
1416.6416.664716.695-0.030272-0.024728
1516.6116.737516.73540.00208912-0.127506
1616.7416.799916.77920.0207002-0.0598669
1716.8716.865416.82290.04250580.00457755
1816.8916.885116.86750.01757520.00492477
1916.8916.896116.9138-0.0176331-0.0061169
2016.9916.966516.96040.00611690.0234664
2117.0617.025917.01580.01007520.0340914
2217.117.087717.07630.01146410.0122859
2317.1117.125417.1288-0.00332755-0.0154225
2417.1717.161217.1762-0.01506370.00881366
2517.1717.177917.2221-0.0442303-0.00785301
2617.2117.233917.2642-0.030272-0.0238947
2717.3717.302517.30040.002089120.0674942
2817.4317.351517.33080.02070020.0784664
2917.4417.402117.35960.04250580.0379109
3017.4617.404217.38670.01757520.0557581
3117.4217.39417.4117-0.01763310.0259664
3217.4717.444917.43880.00611690.0251331
3317.4517.473417.46330.0100752-0.0234086
3417.4417.492317.48080.0114641-0.0522975
3517.4617.491717.495-0.00332755-0.0316725
3617.4717.491217.5062-0.0150637-0.0211863
3717.4717.473717.5179-0.0442303-0.00368634
3817.5617.499717.53-0.0302720.060272
3917.6117.546717.54460.002089120.0633275
4017.6117.58717.56620.02070020.0230498
4117.617.632917.59040.0425058-0.0329225
4217.5717.631717.61420.0175752-0.0617419
4317.5917.619917.6375-0.0176331-0.0298669
4417.5917.667417.66120.0061169-0.0773669
4517.6817.702217.69210.0100752-0.0221586
4617.7317.740617.72920.0114641-0.0106308
4717.7517.767517.7708-0.00332755-0.0175058
4817.7517.805417.8204-0.0150637-0.055353
4917.7517.828317.8725-0.0442303-0.0782697
5017.8517.898917.9292-0.030272-0.0488947
5118.0617.990417.98830.002089120.0695775
5218.0518.06418.04330.0207002-0.0140336
5318.1618.139618.09710.04250580.0204109
5418.218.171718.15420.01757520.0282581
5518.2118.197418.215-0.01763310.0126331
5618.3318.27918.27290.00611690.0509664
5718.3618.329718.31960.01007520.0303414
5818.3718.371918.36040.0114641-0.00188079
5918.418.396718.4-0.003327550.00332755
6018.4718.420418.4354-0.01506370.049647
6118.4918.425418.4696-0.04423030.064647
6218.518.468118.4983-0.0302720.0319387
6318.5318.524218.52210.002089120.00582755
6418.5618.571518.55080.0207002-0.0115336
6518.618.625818.58330.0425058-0.0258391
6618.6118.629718.61210.0175752-0.0196586
6718.6218.620318.6379-0.0176331-0.000283565
6818.6118.671518.66540.0061169-0.0615336
6918.6518.703418.69330.0100752-0.0534086
7018.7718.735618.72420.01146410.0343692
7118.7818.757518.7608-0.003327550.0224942
7218.7818.784518.7996-0.0150637-0.00451968
7318.818.798718.8429-0.04423030.00131366
7418.8518.861418.8917-0.030272-0.0113947
7518.8518.945418.94330.00208912-0.0954225
7618.9819.012818.99210.0207002-0.0327836
7719.0619.080819.03830.0425058-0.0208391
7819.0819.104219.08670.0175752-0.0242419
7919.19NANA-0.0176331NA
8019.21NANA0.0061169NA
8119.29NANA0.0100752NA
8219.3NANA0.0114641NA
8319.36NANA-0.00332755NA
8419.36NANA-0.0150637NA