Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 0.0314796223103059 | NA | NA | 0.202293392203127 | NA |
2 | -3.00870920563557 | NA | NA | 0.00723493478418439 | NA |
3 | -2.07677512619799 | NA | NA | 0.268676718707118 | NA |
4 | -1.2501039196554 | NA | NA | -0.527992125675796 | NA |
5 | 0.817975239137125 | NA | NA | -0.659866406423514 | NA |
6 | 0.0252076485413113 | NA | NA | 1.47635101637598 | NA |
7 | 0.554937772830776 | 0.302255032844237 | 0.148065125563697 | 2.04136545789244 | 1.83599183645936 |
8 | 0.230027371950115 | 0.0128857548456243 | 0.129525784385853 | 0.0994840904204682 | 17.8512919658896 |
9 | 2.35672227418686 | 2.95811137312947 | 0.305137647130388 | 9.6943507330167 | 0.796698290535834 |
10 | 1.4135045517112 | -0.275834106792482 | 0.432608098766682 | -0.637607357742155 | -5.12447343132451 |
11 | 2.73311719024401 | 0.0729822211909641 | 0.417498372143877 | 0.17480839701529 | 37.4490820592125 |
12 | 1.31551925971717 | -0.0596804478538848 | 0.429050618374456 | -0.139098850573846 | -22.0427176240022 |
13 | -2.7007627224408 | 0.112209821878956 | 0.554688517785514 | 0.202293392203127 | -24.0688620409199 |
14 | -0.721411049152714 | 0.00439254445221462 | 0.607129792215508 | 0.00723493478418439 | -164.235344001811 |
15 | -0.149388576811997 | 0.157137525354634 | 0.584857244463851 | 0.268676718707118 | -0.950686836100102 |
16 | -0.118199629770334 | -0.226906987985446 | 0.429754492446302 | -0.527992125675796 | 0.520916657612658 |
17 | -0.676562489695275 | -0.120685954286853 | 0.182894527001265 | -0.659866406423514 | 5.60597539036882 |
18 | 1.79699928690761 | 0.0314840469238202 | 0.0213255835330439 | 1.47635101637598 | 57.0765026254626 |
19 | 1.79845572032988 | 0.0208570871221622 | 0.0102172234969115 | 2.04136545789244 | 86.2275594763607 |
20 | 0.245100010770855 | 0.00313248957348443 | 0.0314873419482955 | 0.0994840904204682 | 78.2444777615709 |
21 | 1.80710848932636 | 0.0197962897668080 | 0.00204204389876120 | 9.6943507330167 | 91.2852110477945 |
22 | -1.75934771184948 | -0.0179505444380346 | 0.0281529756833417 | -0.637607357742155 | 98.0108273552792 |
23 | -0.0186697168761931 | 0.00419554649336973 | 0.024000829279401 | 0.17480839701529 | -4.44988916359217 |
24 | 0.189651523600062 | 0.0167261473554643 | -0.120246481451581 | -0.139098850573846 | 11.3386256601467 |
25 | -1.84149562719087 | -0.0631980743687292 | -0.312408001469818 | 0.202293392203127 | 29.1384768536880 |
26 | -1.07019530156943 | -0.00330754641435522 | -0.457163265878435 | 0.00723493478418439 | 323.561688182101 |
27 | -0.507291477584104 | -0.138677879429349 | -0.516151455536123 | 0.268676718707118 | 3.65805620674024 |
28 | 0.866365633831705 | 0.263973526332917 | -0.499957316588856 | -0.527992125675796 | 3.28201712447129 |
29 | -1.76077926699189 | 0.341512711978781 | -0.517548262275974 | -0.659866406423514 | -5.15582350299537 |
30 | -0.580719393339347 | -0.755053737841602 | -0.511432396135063 | 1.47635101637598 | 0.769110017254391 |
31 | -0.435702079860853 | -0.84443366835317 | -0.413661191869576 | 2.04136545789244 | 0.515969573679561 |
32 | -0.994868534845203 | -0.0290679530167517 | -0.292186950635989 | 0.0994840904204682 | 34.2256138322457 |
33 | 1.63136048315789 | -2.81620209533704 | -0.290499299323441 | 9.6943507330167 | -0.579276780547475 |
34 | -1.1949403709466 | 0.184967111767499 | -0.290095635694183 | -0.637607357742155 | -6.46028561255053 |
35 | -1.00525975426991 | -0.0303221311509812 | -0.173459236905702 | 0.17480839701529 | 33.1526748322695 |
36 | 1.32302234837564 | 0.0224409838586924 | -0.161331195521121 | -0.139098850573846 | 58.9556303193532 |
37 | -0.628357549594746 | -0.0398548514453959 | -0.197015092837915 | 0.202293392203127 | 15.7661495854687 |
38 | 0.632048410440518 | -0.000886544625252148 | -0.122536643618425 | 0.00723493478418439 | -712.934681952138 |
39 | -2.16903155809288 | -0.0239258730926300 | -0.0890507864163374 | 0.268676718707118 | 90.6563179406406 |
40 | 2.53779364144266 | 0.0284859971611649 | -0.0539515568053305 | -0.527992125675796 | 89.0891628993927 |
41 | -0.632933703679292 | -0.00710079171574598 | 0.0107609535000158 | -0.659866406423514 | 89.1356526168432 |
42 | -1.417491963422 | -0.0377445859706507 | -0.0255661326825262 | 1.47635101637598 | 37.5548420248724 |
43 | -0.455343045381255 | -0.175978597705121 | -0.0862063169653147 | 2.04136545789244 | 2.58749104333842 |
44 | 0.812255211942954 | -0.0207449431093243 | -0.208525232744714 | 0.0994840904204682 | -39.1543716298681 |
45 | 0.627897309219833 | -1.87085434248978 | -0.192983975308226 | 9.6943507330167 | -0.335620627944884 |
46 | 0.650904313655623 | 0.137294253220976 | -0.215327272425387 | -0.637607357742155 | 4.74094361843382 |
47 | -1.29800419154382 | -0.0518887351224115 | -0.296832051596886 | 0.17480839701529 | 25.0151442019482 |
48 | 0.74391671726854 | 0.0173344636633193 | -0.124619747696021 | -0.139098850573846 | 42.9154735743403 |
49 | -1.50461634127457 | -0.0213932838401383 | -0.105753745128051 | 0.202293392203127 | 70.3312475316012 |
50 | -1.42734677658523 | -0.00221371176371059 | -0.305975358416468 | 0.00723493478418439 | 644.775349701686 |
51 | 0.263353807408564 | -0.119887448838984 | -0.446214504240956 | 0.268676718707118 | -2.19667538144268 |
52 | -0.430830854870631 | 0.249744747011059 | -0.473008469002074 | -0.527992125675796 | -1.72508475163865 |
53 | 0.379576092518008 | 0.240054585102167 | -0.363792705258731 | -0.659866406423514 | 1.58120742562139 |
54 | 1.70309353400146 | -0.402295162472445 | -0.272492894989138 | 1.47635101637598 | -4.23344273775132 |
55 | -3.12314448117342 | NA | NA | 2.04136545789244 | NA |
56 | -1.32526207118689 | NA | NA | 0.0994840904204682 | NA |
57 | -0.60032490743804 | NA | NA | 9.6943507330167 | NA |
58 | 1.23607137604666 | NA | NA | -0.637607357742155 | NA |
59 | 0.738007075905376 | NA | NA | 0.17480839701529 | NA |
60 | 0.899100896289585 | NA | NA | -0.139098850573846 | NA |