Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 96.96 | NA | NA | 0.982441725464283 | NA |
2 | 93.11 | NA | NA | 0.98046891946843 | NA |
3 | 95.62 | NA | NA | 0.986208918331083 | NA |
4 | 98.3 | NA | NA | 1.00490527685339 | NA |
5 | 96.38 | NA | NA | 0.99781901202507 | NA |
6 | 100.82 | NA | NA | 1.02784167491245 | NA |
7 | 99.06 | 98.9798924245661 | 98.1008333333333 | 1.00896077088607 | 1.00080933180944 |
8 | 94.03 | 94.7631636974127 | 98.38 | 0.963236061165 | 0.992263199445791 |
9 | 102.07 | 102.077113669109 | 98.7533333333333 | 1.03365739893109 | 0.999930310832145 |
10 | 99.31 | 98.4866160139208 | 99.0641666666667 | 0.9941699337694 | 1.00836036427491 |
11 | 98.64 | 100.037131673927 | 99.4029166666667 | 1.00638024545484 | 0.986033869118907 |
12 | 101.82 | 101.196251049337 | 99.8079166666667 | 1.01391006273888 | 1.00616375551658 |
13 | 99.14 | 98.4910110299512 | 100.25125 | 0.982441725464283 | 1.00658932184026 |
14 | 97.63 | 98.7622257293386 | 100.729583333333 | 0.98046891946843 | 0.988535842312409 |
15 | 100.06 | 99.8298195988292 | 101.225833333333 | 0.986208918331083 | 1.00230572790871 |
16 | 101.32 | 102.203472471842 | 101.704583333333 | 1.00490527685339 | 0.991355748973346 |
17 | 101.49 | 102.002048504263 | 102.225 | 0.99781901202507 | 0.994980017443067 |
18 | 105.43 | 105.627434524471 | 102.76625 | 1.02784167491245 | 0.998130840483251 |
19 | 105.09 | 104.08187072268 | 103.1575 | 1.00896077088607 | 1.00968592580360 |
20 | 99.48 | 99.795670768641 | 103.604583333333 | 0.963236061165 | 0.996836829030662 |
21 | 108.53 | 107.607611443973 | 104.10375 | 1.03365739893109 | 1.00857177799646 |
22 | 104.34 | 103.854305181331 | 104.463333333333 | 0.9941699337694 | 1.00467669412280 |
23 | 106.1 | 105.474100949997 | 104.805416666667 | 1.00638024545484 | 1.00593414918322 |
24 | 107.35 | 106.606306159102 | 105.14375 | 1.01391006273888 | 1.00697607737940 |
25 | 103 | 103.547720461060 | 105.398333333333 | 0.982441725464283 | 0.994710453705587 |
26 | 104.5 | 103.582456054675 | 105.645833333333 | 0.98046891946843 | 1.00885810184729 |
27 | 105.17 | 104.491300419474 | 105.9525 | 0.986208918331083 | 1.00649527355676 |
28 | 104.84 | 106.724290086086 | 106.203333333333 | 1.00490527685339 | 0.98234431838744 |
29 | 106.18 | 106.166279847781 | 106.398333333333 | 0.99781901202507 | 1.00012923267387 |
30 | 108.86 | 109.651434681753 | 106.68125 | 1.02784167491245 | 0.99278226788322 |
31 | 107.77 | 107.968471692197 | 107.009583333333 | 1.00896077088607 | 0.9981617625119 |
32 | 102.74 | 103.364861723616 | 107.31 | 0.963236061165 | 0.993954795534996 |
33 | 112.63 | 111.185788806606 | 107.565416666667 | 1.03365739893109 | 1.01298917072852 |
34 | 106.26 | 107.323958250186 | 107.953333333333 | 0.9941699337694 | 0.990086479593813 |
35 | 108.86 | 109.130615841816 | 108.43875 | 1.00638024545484 | 0.997520257356483 |
36 | 111.38 | 110.368334954389 | 108.854166666667 | 1.01391006273888 | 1.00916626173648 |
37 | 106.85 | 107.310062918869 | 109.227916666667 | 0.982441725464283 | 0.995712770020303 |
38 | 107.86 | 107.553763707239 | 109.69625 | 0.98046891946843 | 1.00284728569420 |
39 | 107.94 | 108.521196612005 | 110.03875 | 0.986208918331083 | 0.994644395471583 |
40 | 111.38 | 110.852357221294 | 110.31125 | 1.00490527685339 | 1.00475986972160 |
41 | 111.29 | 110.544626520962 | 110.78625 | 0.99781901202507 | 1.00674273822705 |
42 | 113.72 | 114.154237752599 | 111.062083333333 | 1.02784167491245 | 0.996196043518418 |
43 | 111.88 | 112.282619788378 | 111.285416666667 | 1.00896077088607 | 0.996414228763662 |
44 | 109.87 | 107.503164651396 | 111.60625 | 0.963236061165 | 1.02201642487715 |
45 | 113.72 | 115.618456285689 | 111.85375 | 1.03365739893109 | 0.983579989331479 |
46 | 111.71 | 111.492844172459 | 112.146666666667 | 0.9941699337694 | 1.00194771089708 |
47 | 114.81 | 113.048370272351 | 112.331666666667 | 1.00638024545484 | 1.01558297322999 |
48 | 112.05 | 114.015031480040 | 112.450833333333 | 1.01391006273888 | 0.98276515425614 |
49 | 111.54 | 110.648318031853 | 112.625833333333 | 0.982441725464283 | 1.00805870332245 |
50 | 110.87 | 110.337069852380 | 112.535 | 0.98046891946843 | 1.00483001903470 |
51 | 110.87 | 110.690034391568 | 112.237916666667 | 0.986208918331083 | 1.00162585195155 |
52 | 115.48 | 112.486584427777 | 111.9375 | 1.00490527685339 | 1.02661131180621 |
53 | 111.63 | 111.271787125976 | 111.515 | 0.99781901202507 | 1.00321926054462 |
54 | 116.24 | 114.188927409127 | 111.095833333333 | 1.02784167491245 | 1.01796209700371 |
55 | 113.56 | NA | NA | 1.00896077088607 | NA |
56 | 106.01 | NA | NA | 0.963236061165 | NA |
57 | 110.45 | NA | NA | 1.03365739893109 | NA |
58 | 107.77 | NA | NA | 0.9941699337694 | NA |
59 | 108.61 | NA | NA | 1.00638024545484 | NA |
60 | 108.19 | NA | NA | 1.01391006273888 | NA |