Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 12.61 | NA | NA | 0.251686540873971 | NA |
2 | 10.862 | NA | NA | 0.416856573318213 | NA |
3 | 52.929 | NA | NA | 0.919295839376642 | NA |
4 | 56.902 | NA | NA | 1.21582838470322 | NA |
5 | 81.776 | NA | NA | 1.62233886325592 | NA |
6 | 87.876 | NA | NA | 1.77837081460403 | NA |
7 | 82.103 | 77.1255185345576 | 47.7655 | 1.61466997172766 | 1.06453741329742 |
8 | 72.846 | 78.7642308022372 | 47.69375 | 1.65145812191822 | 0.924861441012522 |
9 | 60.632 | 60.8738637837947 | 47.17075 | 1.29050023126184 | 0.996026804136276 |
10 | 33.521 | 37.0421833838682 | 46.6119583333333 | 0.794692707801947 | 0.904941257177577 |
11 | 15.342 | 16.2712660646963 | 46.6427083333333 | 0.348849083728443 | 0.942889135915947 |
12 | 7.758 | 4.45208877944781 | 46.64175 | 0.0954528674298844 | 1.74255285200360 |
13 | 8.668 | 11.6428935375595 | 46.2595 | 0.251686540873971 | 0.744488470330628 |
14 | 13.082 | 19.1659015165709 | 45.9772083333333 | 0.416856573318213 | 0.682566379081581 |
15 | 38.157 | 42.3997627037295 | 46.122 | 0.919295839376642 | 0.899934281864358 |
16 | 58.263 | 56.3104837233371 | 46.3145 | 1.21582838470322 | 1.0346741165687 |
17 | 81.153 | 75.2430625160201 | 46.379375 | 1.62233886325592 | 1.07854461642522 |
18 | 88.476 | 81.9201328832471 | 46.0647083333333 | 1.77837081460403 | 1.08002754495157 |
19 | 72.329 | 74.3323413172152 | 46.035625 | 1.61466997172766 | 0.973048860271118 |
20 | 75.845 | 76.7634204767782 | 46.4822083333333 | 1.65145812191822 | 0.988035701495922 |
21 | 61.108 | 60.0766034950897 | 46.5529583333333 | 1.29050023126184 | 1.01716802290587 |
22 | 37.665 | 36.6329828637425 | 46.0970416666667 | 0.794692707801947 | 1.02817180190038 |
23 | 12.755 | 15.8395217174469 | 45.4050833333333 | 0.348849083728443 | 0.805264213625252 |
24 | 2.793 | 4.21794289564231 | 44.18875 | 0.0954528674298844 | 0.662171126803433 |
25 | 12.935 | 10.8129047343315 | 42.9617916666667 | 0.251686540873971 | 1.19625579969559 |
26 | 19.533 | 17.8476794485715 | 42.8149166666667 | 0.416856573318213 | 1.09442799307802 |
27 | 33.404 | 39.3607238747235 | 42.8161666666667 | 0.919295839376642 | 0.848663253915694 |
28 | 52.074 | 51.4238668071508 | 42.2953333333333 | 1.21582838470322 | 1.01264263528232 |
29 | 70.735 | 68.4516816446203 | 42.1932083333333 | 1.62233886325592 | 1.03335664370138 |
30 | 69.702 | 75.2464259075258 | 42.312 | 1.77837081460403 | 0.926316421801355 |
31 | 61.656 | 68.3082767643613 | 42.3047916666667 | 1.61466997172766 | 0.902613898644974 |
32 | 82.993 | 69.8383060855345 | 42.288875 | 1.65145812191822 | 1.18835929236821 |
33 | 53.99 | 55.3693425890332 | 42.9053333333333 | 1.29050023126184 | 0.97508833364212 |
34 | 32.283 | 34.6751580414839 | 43.6334166666667 | 0.794692707801947 | 0.931012339190436 |
35 | 15.686 | 15.4518195670182 | 44.2937083333333 | 0.348849083728443 | 1.01515552469184 |
36 | 2.713 | 4.34017029238627 | 45.46925 | 0.0954528674298844 | 0.625090680142037 |
37 | 12.842 | 11.8518667750593 | 47.0897916666667 | 0.251686540873971 | 1.08354238566234 |
38 | 19.244 | 19.9129258649811 | 47.76925 | 0.416856573318213 | 0.966407454659517 |
39 | 48.488 | 44.1589119003633 | 48.0355833333333 | 0.919295839376642 | 1.0980343018733 |
40 | 54.464 | 59.9821841261088 | 49.3344166666667 | 1.21582838470322 | 0.908002947766838 |
41 | 84.192 | 81.7653379284774 | 50.3996666666667 | 1.62233886325592 | 1.02967837145913 |
42 | 84.458 | 90.466983018234 | 50.8707083333333 | 1.77837081460403 | 0.9335781650083 |
43 | 85.793 | 82.4694033618213 | 51.0750833333333 | 1.61466997172766 | 1.04030096620921 |
44 | 75.163 | 85.4858717907096 | 51.763875 | 1.65145812191822 | 0.879244703546072 |
45 | 68.212 | 68.7469906113513 | 53.2715833333333 | 1.29050023126184 | 0.992217977738462 |
46 | 49.233 | 44.1007433511535 | 55.4940833333333 | 0.794692707801947 | 1.11637574015433 |
47 | 24.302 | 19.965621467516 | 57.2328333333333 | 0.348849083728443 | 1.21719226418968 |
48 | 5.402 | 5.68220976803078 | 59.5289583333333 | 0.0954528674298844 | 0.950686479473656 |
49 | 15.058 | 15.7475130024634 | 62.5679583333333 | 0.251686540873971 | 0.95621448273416 |
50 | 33.559 | 27.1271673059933 | 65.0755416666667 | 0.416856573318213 | 1.23709931160360 |
51 | 70.358 | 62.0512434301375 | 67.4986666666667 | 0.919295839376642 | 1.13386930076937 |
52 | 85.934 | 83.823210943206 | 68.9432916666667 | 1.21582838470322 | 1.02518143880487 |
53 | 94.452 | 112.587410419498 | 69.3982083333333 | 1.62233886325592 | 0.838921506836993 |
54 | 129.305 | 124.262549188698 | 69.874375 | 1.77837081460403 | 1.04057900666149 |
55 | 113.882 | NA | NA | 1.61466997172766 | NA |
56 | 107.256 | NA | NA | 1.65145812191822 | NA |
57 | 94.274 | NA | NA | 1.29050023126184 | NA |
58 | 57.842 | NA | NA | 0.794692707801947 | NA |
59 | 26.611 | NA | NA | 0.348849083728443 | NA |
60 | 14.521 | NA | NA | 0.0954528674298844 | NA |