Classical Decomposition by Moving Averages
tObservationsFitTrendSeasonalRandom
10.0314796223103059NANA0.202293392203127NA
2-3.00870920563557NANA0.00723493478418439NA
3-2.07677512619799NANA0.268676718707118NA
4-1.2501039196554NANA-0.527992125675796NA
50.817975239137125NANA-0.659866406423514NA
60.0252076485413113NANA1.47635101637598NA
70.5549377728307760.3022550328442370.1480651255636972.041365457892441.83599183645936
80.2300273719501150.01288575484562430.1295257843858530.099484090420468217.8512919658896
92.356722274186862.958111373129470.3051376471303889.69435073301670.796698290535834
101.4135045517112-0.2758341067924820.432608098766682-0.637607357742155-5.12447343132451
112.733117190244010.07298222119096410.4174983721438770.1748083970152937.4490820592125
121.31551925971717-0.05968044785388480.429050618374456-0.139098850573846-22.0427176240022
13-2.70076272244080.1122098218789560.5546885177855140.202293392203127-24.0688620409199
14-0.7214110491527140.004392544452214620.6071297922155080.00723493478418439-164.235344001811
15-0.1493885768119970.1571375253546340.5848572444638510.268676718707118-0.950686836100102
16-0.118199629770334-0.2269069879854460.429754492446302-0.5279921256757960.520916657612658
17-0.676562489695275-0.1206859542868530.182894527001265-0.6598664064235145.60597539036882
181.796999286907610.03148404692382020.02132558353304391.4763510163759857.0765026254626
191.798455720329880.02085708712216220.01021722349691152.0413654578924486.2275594763607
200.2451000107708550.003132489573484430.03148734194829550.099484090420468278.2444777615709
211.807108489326360.01979628976680800.002042043898761209.694350733016791.2852110477945
22-1.75934771184948-0.01795054443803460.0281529756833417-0.63760735774215598.0108273552792
23-0.01866971687619310.004195546493369730.0240008292794010.17480839701529-4.44988916359217
240.1896515236000620.0167261473554643-0.120246481451581-0.13909885057384611.3386256601467
25-1.84149562719087-0.0631980743687292-0.3124080014698180.20229339220312729.1384768536880
26-1.07019530156943-0.00330754641435522-0.4571632658784350.00723493478418439323.561688182101
27-0.507291477584104-0.138677879429349-0.5161514555361230.2686767187071183.65805620674024
280.8663656338317050.263973526332917-0.499957316588856-0.5279921256757963.28201712447129
29-1.760779266991890.341512711978781-0.517548262275974-0.659866406423514-5.15582350299537
30-0.580719393339347-0.755053737841602-0.5114323961350631.476351016375980.769110017254391
31-0.435702079860853-0.84443366835317-0.4136611918695762.041365457892440.515969573679561
32-0.994868534845203-0.0290679530167517-0.2921869506359890.099484090420468234.2256138322457
331.63136048315789-2.81620209533704-0.2904992993234419.6943507330167-0.579276780547475
34-1.19494037094660.184967111767499-0.290095635694183-0.637607357742155-6.46028561255053
35-1.00525975426991-0.0303221311509812-0.1734592369057020.1748083970152933.1526748322695
361.323022348375640.0224409838586924-0.161331195521121-0.13909885057384658.9556303193532
37-0.628357549594746-0.0398548514453959-0.1970150928379150.20229339220312715.7661495854687
380.632048410440518-0.000886544625252148-0.1225366436184250.00723493478418439-712.934681952138
39-2.16903155809288-0.0239258730926300-0.08905078641633740.26867671870711890.6563179406406
402.537793641442660.0284859971611649-0.0539515568053305-0.52799212567579689.0891628993927
41-0.632933703679292-0.007100791715745980.0107609535000158-0.65986640642351489.1356526168432
42-1.417491963422-0.0377445859706507-0.02556613268252621.4763510163759837.5548420248724
43-0.455343045381255-0.175978597705121-0.08620631696531472.041365457892442.58749104333842
440.812255211942954-0.0207449431093243-0.2085252327447140.0994840904204682-39.1543716298681
450.627897309219833-1.87085434248978-0.1929839753082269.6943507330167-0.335620627944884
460.6509043136556230.137294253220976-0.215327272425387-0.6376073577421554.74094361843382
47-1.29800419154382-0.0518887351224115-0.2968320515968860.1748083970152925.0151442019482
480.743916717268540.0173344636633193-0.124619747696021-0.13909885057384642.9154735743403
49-1.50461634127457-0.0213932838401383-0.1057537451280510.20229339220312770.3312475316012
50-1.42734677658523-0.00221371176371059-0.3059753584164680.00723493478418439644.775349701686
510.263353807408564-0.119887448838984-0.4462145042409560.268676718707118-2.19667538144268
52-0.4308308548706310.249744747011059-0.473008469002074-0.527992125675796-1.72508475163865
530.3795760925180080.240054585102167-0.363792705258731-0.6598664064235141.58120742562139
541.70309353400146-0.402295162472445-0.2724928949891381.47635101637598-4.23344273775132
55-3.12314448117342NANA2.04136545789244NA
56-1.32526207118689NANA0.0994840904204682NA
57-0.60032490743804NANA9.6943507330167NA
581.23607137604666NANA-0.637607357742155NA
590.738007075905376NANA0.17480839701529NA
600.899100896289585NANA-0.139098850573846NA