Home » date » 2010 » Dec » 29 »

*The author of this computation has been verified*
R Software Module: /rwasp_decomposeloess.wasp (opens new window with default values)
Title produced by software: Decomposition by Loess
Date of computation: Wed, 29 Dec 2010 15:16:02 +0000
 
Cite this page as follows:
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL http://www.freestatistics.org/blog/date/2010/Dec/29/t1293635662bmymcs9ibowbimq.htm/, Retrieved Wed, 29 Dec 2010 16:14:27 +0100
 
BibTeX entries for LaTeX users:
@Manual{KEY,
    author = {{YOUR NAME}},
    publisher = {Office for Research Development and Education},
    title = {Statistical Computations at FreeStatistics.org, URL http://www.freestatistics.org/blog/date/2010/Dec/29/t1293635662bmymcs9ibowbimq.htm/},
    year = {2010},
}
@Manual{R,
    title = {R: A Language and Environment for Statistical Computing},
    author = {{R Development Core Team}},
    organization = {R Foundation for Statistical Computing},
    address = {Vienna, Austria},
    year = {2010},
    note = {{ISBN} 3-900051-07-0},
    url = {http://www.R-project.org},
}
 
Original text written by user:
 
IsPrivate?
No (this computation is public)
 
User-defined keywords:
 
Dataseries X:
» Textbox « » Textfile « » CSV «
315.42 316.32 316.49 317.56 318.13 318.00 316.39 314.66 313.68 313.18 314.66 315.43 316.27 316.81 317.42 318.87 319.87 319.43 318.01 315.75 314.00 313.68 314.84 316.03 316.73 317.54 318.38 319.31 320.42 319.61 318.42 316.64 314.83 315.15 315.95 316.85 317.78 318.40 319.53 320.41 320.85 320.45 319.44 317.25 316.12 315.27 316.53 317.53 318.58 318.92 319.70 321.22 322.08 321.31 319.58 317.61 316.05 315.83 316.91 318.20 319.41 320.07 320.74 321.40 322.06 321.73 320.27 318.54 316.54 316.71 317.53 318.55 319.27 320.28 320.73 321.97 322.00 321.71 321.05 318.71 317.65 317.14 318.71 319.25 320.46 321.43 322.22 323.54 323.91 323.59 322.26 320.21 318.48 317.94 319.63 320.87 322.17 322.34 322.88 324.25 324.83 323.93 322.39 320.76 319.10 319.23 320.56 321.80 322.40 322.99 323.73 324.86 325.41 325.19 323.97 321.92 320.10 319.96 320.97 322.48 323.52 323.89 325.04 326.01 326.67 325.96 325.13 322.90 etc...
 
Output produced by software:


Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time10 seconds
R Server'George Udny Yule' @ 72.249.76.132


Seasonal Decomposition by Loess - Parameters
ComponentWindowDegreeJump
Seasonal38410385
Trend1912
Low-pass1312


Seasonal Decomposition by Loess - Time Series Components
tObservedFittedSeasonalTrendRemainder
1315.42315.683821819114-0.0801751031857762315.2363532840720.263821819113673
2316.32316.7404590038980.563090582017656315.3364504140840.420459003897918
3316.49316.2686585583221.27479389758093315.436547544097-0.221341441677623
4317.56317.1903512511042.39344119163746315.536207557258-0.369648748895713
5318.13317.7332940077432.89083842183715315.63586757042-0.396705992256955
6318317.9789571122222.29014173617620315.730901151602-0.0210428877780942
7316.39316.1024326820370.851632585179337315.825934732784-0.287567317963294
8314.66314.556275944943-1.15437333592829315.918097390986-0.103724055057455
9313.68314.277306822825-2.92756687201237316.0102600491880.597306822824748
10313.18313.407100765093-3.16492775386903316.1178269887760.227100765092871
11314.66315.095644767087-2.00103869545191316.2253939283650.435644767087126
12315.43315.464264693645-0.935856696119192316.3315920024740.0342646936447863
13316.27316.182385026602-0.0801751031857762316.437790076584-0.0876149733982743
14316.81316.5388863945060.563090582017656316.518023023476-0.271113605493838
15317.42316.9669501320511.27479389758093316.598255970368-0.453049867949346
16318.87318.6973499487362.39344119163746316.649208859626-0.172650051263872
17319.87320.1489998292782.89083842183715316.7001617488840.278999829278462
18319.43319.8209449381632.29014173617620316.7489133256600.390944938163443
19318.01318.3707025123840.851632585179337316.7976649024360.360702512384364
20315.75315.807755333014-1.15437333592829316.8466180029140.0577553330143701
21314314.031995768621-2.92756687201237316.8955711033920.0319957686207317
22313.68313.593254223368-3.16492775386903316.931673530501-0.086745776632199
23314.84314.713262737841-2.00103869545191316.967775957611-0.126737262159054
24316.03315.994024155343-0.935856696119192317.001832540776-0.0359758446566616
25316.73316.504285979245-0.0801751031857762317.035889123941-0.225714020754879
26317.54317.4170660392210.563090582017656317.099843378762-0.122933960779392
27318.38318.3214084688361.27479389758093317.163797633583-0.0585915311638701
28319.31318.9691977169722.39344119163746317.257361091391-0.340802283028268
29320.42320.5982370289642.89083842183715317.3509245491990.178237028964190
30319.61319.4836381601162.29014173617620317.446220103707-0.126361839883657
31318.42318.4468517566040.851632585179337317.5415156582160.0268517566044579
32316.64316.806409705409-1.15437333592829317.6279636305190.166409705409137
33314.83314.87315526919-2.92756687201237317.7144116028220.0431552691902084
34315.15315.678893704085-3.16492775386903317.7860340497840.528893704085249
35315.95316.043382198707-2.00103869545191317.8576564967450.0933821987065357
36316.85316.718173154173-0.935856696119192317.917683541946-0.131826845826708
37317.78317.662464516039-0.0801751031857762317.977710587146-0.117535483960751
38318.4318.1989986543170.563090582017656318.037910763665-0.201001345683153
39319.53319.6870951622351.27479389758093318.0981109401840.157095162234555
40320.41320.2682386881042.39344119163746318.158320120258-0.141761311895834
41320.85320.5906322778312.89083842183715318.218529300332-0.259367722169429
42320.45320.332139147882.29014173617620318.277719115943-0.117860852119691
43319.44319.6914584832660.851632585179337318.3369089315550.251458483265992
44317.25317.26647597963-1.15437333592829318.3878973562980.0164759796302860
45316.12316.728681090971-2.92756687201237318.4388857810410.608681090970947
46315.27315.213256865742-3.16492775386903318.491670888127-0.0567431342577152
47316.53316.51658270024-2.00103869545191318.544455995212-0.0134172997601922
48317.53317.403903941567-0.935856696119192318.591952754552-0.12609605843312
49318.58318.600725589293-0.0801751031857762318.6394495138920.0207255892932494
50318.92318.6062100952730.563090582017656318.670699322709-0.313789904726718
51319.7319.4232569708931.27479389758093318.701949131526-0.276743029106569
52321.22321.3104651007852.39344119163746318.7360937075780.09046510078457
53322.08322.4989232945322.89083842183715318.7702382836300.418923294532476
54321.31321.5037271322162.29014173617620318.8261311316080.193727132216168
55319.58319.4263434352360.851632585179337318.882023979585-0.153656564764219
56317.61317.428743128063-1.15437333592829318.945630207865-0.181256871936853
57316.05316.018330435867-2.92756687201237319.009236436145-0.0316695641330398
58315.83315.769502587224-3.16492775386903319.055425166645-0.0604974127757032
59316.91316.719424798308-2.00103869545191319.101613897144-0.190575201692127
60318.2318.193946943795-0.935856696119192319.141909752324-0.00605305620513263
61319.41319.717969495681-0.0801751031857762319.1822056075050.307969495681220
62320.07320.3404622677910.563090582017656319.2364471501910.27046226779089
63320.74320.9145174095411.27479389758093319.2906886928780.174517409540783
64321.4321.0654745497162.39344119163746319.341084258647-0.334525450284275
65322.06321.8376817537482.89083842183715319.391479824415-0.222318246252428
66321.73321.7484295354442.29014173617620319.421428728380.0184295354439428
67320.27320.2369897824760.851632585179337319.451377632344-0.0330102175237244
68318.54318.764868010603-1.15437333592829319.4695053253250.224868010603245
69316.54316.519933853707-2.92756687201237319.487633018306-0.0200661462934022
70316.71317.082685154100-3.16492775386903319.5022425997690.372685154099543
71317.53317.544186514219-2.00103869545191319.5168521812330.0141865142187498
72318.55318.505087058492-0.935856696119192319.530769637627-0.0449129415078460
73319.27319.075488009165-0.0801751031857762319.544687094021-0.194511990835281
74320.28320.4190340113120.563090582017656319.577875406670.139034011312162
75320.73320.57414238311.27479389758093319.611063719319-0.155857616900221
76321.97321.8696703186782.39344119163746319.676888489685-0.100329681321966
77322321.3664483181132.89083842183715319.74271326005-0.633551681886843
78321.71321.2981446304802.29014173617620319.831713633343-0.411855369519515
79321.05321.3276534081840.851632585179337319.9207140066370.277653408183824
80318.71318.540208427719-1.15437333592829320.034164908209-0.169791572280872
81317.65318.079951062231-2.92756687201237320.1476158097810.429951062230941
82317.14317.163628995732-3.16492775386903320.2812987581370.0236289957319968
83318.71319.006056988959-2.00103869545191320.4149817064930.296056988959208
84319.25318.889848798045-0.935856696119192320.546007898074-0.360151201954864
85320.46320.32314101353-0.0801751031857762320.677034089655-0.13685898646969
86321.43321.5153815971870.563090582017656320.7815278207950.0853815971872791
87322.22322.2791845504841.27479389758093320.8860215519350.0591845504843604
88323.54323.7086567983132.39344119163746320.9779020100490.168656798313236
89323.91323.8593791099992.89083842183715321.069782468164-0.0506208900010847
90323.59323.7202767324412.29014173617620321.1695815313830.130276732441018
91322.26322.3989868202190.851632585179337321.2693805946020.138986820219088
92320.21320.215557962092-1.15437333592829321.3588153738360.00555796209238224
93318.48318.439316718942-2.92756687201237321.44825015307-0.0406832810577953
94317.94317.53027919456-3.16492775386903321.514648559309-0.409720805440145
95319.63319.679991729904-2.00103869545191321.5810469655480.0499917299036952
96320.87321.048688429135-0.935856696119192321.6271682669840.178688429134695
97322.17322.746885534765-0.0801751031857762321.6732895684210.576885534764983
98322.34322.3999613112150.563090582017656321.7169481067670.0599613112150905
99322.88322.7245994573051.27479389758093321.760606645114-0.155400542694622
100324.25324.2887241671702.39344119163746321.8178346411930.0387241671697325
101324.83324.8940989408912.89083842183715321.8750626372720.0640989408909718
102323.93323.6325200978592.29014173617620321.937338165964-0.297479902140651
103322.39321.9287537201640.851632585179337321.999613694657-0.461246279836303
104320.76320.610989802660-1.15437333592829322.063383533268-0.149010197339635
105319.1319.000413500134-2.92756687201237322.127153371879-0.0995864998664615
106319.23319.425493240319-3.16492775386903322.1994345135500.19549324031874
107320.56320.84932304023-2.00103869545191322.2717156552220.289323040230101
108321.8322.177764068063-0.935856696119192322.3580926280560.377764068063243
109322.4322.435705502296-0.0801751031857762322.444469600890.0357055022956843
110322.99322.8865421549010.563090582017656322.530367263081-0.103457845099115
111323.73323.5689411771461.27479389758093322.616264925273-0.161058822853818
112324.86324.6443764208262.39344119163746322.682182387537-0.215623579174178
113325.41325.1810617283622.89083842183715322.748099849801-0.228938271637730
114325.19325.2729201049972.29014173617620322.8169381588270.0829201049971857
115323.97324.2025909469680.851632585179337322.8857764678530.232590946968116
116321.92322.019910805257-1.15437333592829322.9744625306710.0999108052572524
117320.1320.064418278523-2.92756687201237323.063148593490-0.0355817214772287
118319.96319.929337988072-3.16492775386903323.155589765797-0.0306620119279728
119320.97320.693007757348-2.00103869545191323.248030938104-0.276992242652398
120322.48322.560307226353-0.935856696119192323.3355494697660.0803072263533409
121323.52323.697107101758-0.0801751031857762323.4230680014270.177107101758338
122323.89323.6985847525740.563090582017656323.518324665408-0.191415247425823
123325.04325.191624773031.27479389758093323.6135813293890.151624773030107
124326.01325.9157563743442.39344119163746323.710802434018-0.094243625655622
125326.67326.6411380395162.89083842183715323.808023538647-0.0288619604844484
126325.96325.7341143850662.29014173617620323.895743878757-0.225885614933588
127325.13325.4249031959530.851632585179337323.9834642188670.294903195953225
128322.9322.876556805681-1.15437333592829324.077816530247-0.0234431943187019
129321.61321.975398030386-2.92756687201237324.1721688416270.365398030385904
130321.01320.912008670575-3.16492775386903324.272919083294-0.0979913294252697
131322.08321.787369370490-2.00103869545191324.373669324962-0.292630629510256
132323.37323.207130380758-0.935856696119192324.468726315361-0.162869619242144
133324.34324.196391797425-0.0801751031857762324.563783305761-0.143608202574853
134325.3325.364643420450.563090582017656324.6722659975320.0646434204501247
135326.29326.5244574131151.27479389758093324.7807486893040.234457413115251
136327.54327.7701594238372.39344119163746324.9163993845260.230159423836540
137327.54327.1371114984152.89083842183715325.052050079748-0.402888501585323
138327.21326.9405466282182.29014173617620325.189311635606-0.269453371782106
139325.98325.7817942233570.851632585179337325.326573191464-0.198205776642851
140324.42324.562581052019-1.15437333592829325.4317922839090.142581052019352
141322.91323.210555495658-2.92756687201237325.5370113763540.300555495657932
142322.9323.352246107775-3.16492775386903325.6126816460940.452246107775068
143323.85324.012686779618-2.00103869545191325.6883519158330.162686779618411
144324.96325.098674407656-0.935856696119192325.7571822884630.138674407656367
145326.01326.274162442094-0.0801751031857762325.8260126610920.264162442093664
146326.51326.5767587854190.563090582017656325.8801506325640.066758785418699
147327.01326.8109174983841.27479389758093325.934288604035-0.199082501616147
148327.62326.8617275641322.39344119163746325.984831244231-0.758272435868264
149328.76328.5937876937362.89083842183715326.035373884426-0.166212306263617
150328.4328.4059909430722.29014173617620326.1038673207510.00599094307239056
151327.2327.3760066577440.851632585179337326.1723607570760.176006657744381
152325.28325.456272048711-1.15437333592829326.2581012872180.176272048710757
153323.2322.983725054654-2.92756687201237326.343841817359-0.21627494534647
154323.4323.529312516117-3.16492775386903326.4356152377520.129312516116556
155324.64324.753650037306-2.00103869545191326.5273886581460.113650037305774
156325.85326.034623948625-0.935856696119192326.6012327474950.184623948624505
157326.6326.605098266342-0.0801751031857762326.6750768368430.00509826634242927
158327.47327.6223988565920.563090582017656326.7545105613910.152398856591788
159327.58327.0512618164811.27479389758093326.833944285938-0.528738183518783
160329.56329.7784039561772.39344119163746326.9481548521860.218403956176530
161329.9329.8467961597292.89083842183715327.062365418434-0.0532038402712942
162328.92328.3419887198662.29014173617620327.207869543958-0.578011280134263
163327.89327.5749937453390.851632585179337327.353373669482-0.315006254661398
164326.17325.967099415858-1.15437333592829327.527273920070-0.202900584142128
165324.68324.586392701354-2.92756687201237327.701174170659-0.093607298646475
166325.04325.345454014349-3.16492775386903327.899473739520.305454014349095
167326.34326.583265387071-2.00103869545191328.0977733083810.243265387070835
168327.39327.39877048307-0.935856696119192328.3170862130490.0087704830700659
169328.37328.283775985469-0.0801751031857762328.536399117717-0.0862240145314104
170329.4329.4808426200680.563090582017656328.7560667979140.0808426200684949
171330.14330.0294716243091.27479389758093328.975734478110-0.110528375691445
172331.33331.1088530147982.39344119163746329.157705793565-0.221146985202097
173332.31332.3894844691442.89083842183715329.3396771090190.0794844691441199
174331.9332.0453737843582.29014173617620329.4644844794660.145373784358185
175330.7330.9590755649080.851632585179337329.5892918499120.259075564908244
176329.15329.778062330352-1.15437333592829329.6763110055760.628062330351895
177327.34327.844236710772-2.92756687201237329.763330161240.504236710771977
178327.02327.383924452007-3.16492775386903329.8210033018620.36392445200687
179327.99328.102362252968-2.00103869545191329.8786764424840.112362252967955
180328.48327.994045160614-0.935856696119192329.901811535505-0.485954839385784
181329.18328.51522847466-0.0801751031857762329.924946628526-0.664771525340257
182330.55330.6012169952220.563090582017656329.9356924227600.051216995221921
183331.32331.4187678854241.27479389758093329.9464382169950.098767885424195
184332.48332.5874592373292.39344119163746329.9790995710330.107459237329351
185332.92332.9374006530912.89083842183715330.0117609250710.0174006530913857
186332.08331.8007526421232.29014173617620330.069105621701-0.279247357877068
187331.02331.0619170964900.851632585179337330.126450318330.0419170964904083
188329.24329.447878330447-1.15437333592829330.1864950054810.207878330447215
189327.28327.241027179380-2.92756687201237330.246539692632-0.0389728206196764
190327.21327.275242537701-3.16492775386903330.3096852161680.0652425377012946
191328.29328.208207955748-2.00103869545191330.372830739703-0.0817920442515856
192329.41329.308849893206-0.935856696119192330.447006802914-0.101150106794421
193330.23330.018992237062-0.0801751031857762330.521182866124-0.211007762937925
194331.24331.3182544094840.563090582017656330.5986550084980.0782544094844297
195331.87331.7890789515471.27479389758093330.676127150872-0.0809210484530922
196333.14333.1240166662502.39344119163746330.762542142112-0.0159833337494888
197333.8333.8602044448112.89083842183715330.8489571333520.0602044448110064
198333.42333.6042645054292.29014173617620330.9455937583950.184264505429212
199331.73331.5661370313830.851632585179337331.042230383437-0.163862968616627
200329.9329.809154038785-1.15437333592829331.145219297143-0.0908459612149954
201328.4328.479358661163-2.92756687201237331.2482082108490.0793586611631554
202328.17328.157836969968-3.16492775386903331.347090783902-0.0121630300324682
203329.32329.195065338498-2.00103869545191331.445973356954-0.124934661501982
204330.59330.583423312769-0.935856696119192331.532433383351-0.00657668723135885
205331.58331.621281693439-0.0801751031857762331.6188934097470.0412816934385205
206332.39332.5244531148120.563090582017656331.692456303170.134453114812288
207333.33333.6191869058261.27479389758093331.7660191965930.289186905826227
208334.41334.5988997758992.39344119163746331.8276590324630.188899775899472
209334.71334.6398627098292.89083842183715331.889298868333-0.0701372901705781
210334.17334.0952255946042.29014173617620331.95463266922-0.0747744053962265
211332.88332.8884009447140.851632585179337332.0199664701070.00840094471396924
212330.77330.589619748910-1.15437333592829332.104753587019-0.180380251090355
213329.14329.018026168082-2.92756687201237332.189540703931-0.121973831918183
214328.77328.391599576665-3.16492775386903332.313328177204-0.378400423335165
215330.14329.843923044974-2.00103869545191332.437115650478-0.29607695502591
216331.52331.378446554844-0.935856696119192332.597410141275-0.141553445156262
217332.75332.822470471113-0.0801751031857762332.7577046320730.0724704711127515
218333.25333.0008513128150.563090582017656332.936058105167-0.249148687184913
219334.53334.6707945241581.27479389758093333.1144115782610.140794524157570
220335.9336.1107999548472.39344119163746333.2957588535160.210799954846891
221336.57336.7720554493932.89083842183715333.477106128770.202055449393129
222336.1336.2605860031422.29014173617620333.6492722606820.160586003141759
223334.76334.8469290222260.851632585179337333.8214383925940.0869290222262862
224332.59332.356279217275-1.15437333592829333.978094118653-0.233720782724561
225331.41331.612817027301-2.92756687201237334.1347498447110.20281702730108
226330.98330.849984165561-3.16492775386903334.274943588308-0.130015834438950
227332.24332.065901363547-2.00103869545191334.415137331905-0.174098636452811
228333.68333.746107255943-0.935856696119192334.5497494401770.0661072559426543
229334.8334.995813554737-0.0801751031857762334.6843615484480.195813554737413
230335.22335.0601283197030.563090582017656334.816781098279-0.159871680296703
231336.47336.7160054543091.27479389758093334.949200648110.246005454309227
232337.59337.7190191880182.39344119163746335.0675396203440.129019188018219
233337.84337.6032829855842.89083842183715335.185878592579-0.236717014415831
234337.72337.8588404570822.29014173617620335.2910178067420.138840457081869
235336.37336.4922103939150.851632585179337335.3961570209050.122210393915452
236334.51334.675199222227-1.15437333592829335.4991741137020.165199222226533
237332.6332.525375665514-2.92756687201237335.602191206498-0.0746243344859181
238332.37332.196627529364-3.16492775386903335.708300224505-0.173372470635513
239333.75333.686629452941-2.00103869545191335.814409242511-0.0633705470589234
240334.79334.590133119458-0.935856696119192335.925723576662-0.199866880542402
241336.05336.143137192373-0.0801751031857762336.0370379108120.0931371923733764
242336.59336.4671239566770.563090582017656336.149785461306-0.122876043323231
243337.79338.0426730906201.27479389758093336.2625330117990.252673090620362
244338.71338.6476579525192.39344119163746336.378900855843-0.0623420474805698
245339.3339.2138928782752.89083842183715336.495268699887-0.0861071217245808
246339.12339.3279907798462.29014173617620336.6218674839780.207990779846114
247337.56337.5199011467530.851632585179337336.748466268068-0.0400988532471729
248335.92336.100626618195-1.15437333592829336.8937467177330.180626618194992
249333.74333.368539704614-2.92756687201237337.039027167399-0.371460295386441
250333.7333.365442541743-3.16492775386903337.199485212126-0.334557458257052
251335.13334.901095438599-2.00103869545191337.359943256853-0.228904561401464
252336.56336.530657763661-0.935856696119192337.525198932458-0.0293422363386071
253337.84338.069720495124-0.0801751031857762337.6904546080620.229720495123559
254338.19337.9644119162570.563090582017656337.852497501725-0.225588083743105
255339.9340.510665707031.27479389758093338.0145403953890.61066570703025
256340.6340.6391863944872.39344119163746338.1673724138760.0391863944865918
257341.29341.36895714582.89083842183715338.3202044323630.078957145799734
258341341.2604334743232.29014173617620338.4494247895010.260433474322667
259339.39339.3497222681810.851632585179337338.578645146639-0.0402777318184917
260337.43337.312082030042-1.15437333592829338.702291305886-0.117917969958000
261335.72335.541629406879-2.92756687201237338.825937465134-0.178370593121144
262335.84335.893189116969-3.16492775386903338.9517386369000.0531891169686673
263336.93336.783498886785-2.00103869545191339.077539808667-0.146501113215209
264338.04337.826762695512-0.935856696119192339.189094000608-0.213237304488473
265339.06338.899526910638-0.0801751031857762339.300648192548-0.160473089362483
266340.3340.6514778998910.563090582017656339.3854315180920.351477899890824
267341.21341.6749912587841.27479389758093339.4702148436350.464991258784153
268342.33342.7195615844082.39344119163746339.5469972239550.389561584407716
269342.74342.9653819738882.89083842183715339.6237796042750.225381973888204
270342.07342.1402103214612.29014173617620339.7096479423630.0702103214611043
271340.32339.992851134370.851632585179337339.795516280451-0.327148865630022
272338.27337.801399521062-1.15437333592829339.892973814866-0.468600478937731
273336.52335.977135522731-2.92756687201237339.990431349281-0.542864477269006
274336.68336.422487405392-3.16492775386903340.102440348477-0.257512594607761
275338.19338.16658934778-2.00103869545191340.214449347672-0.0234106522203774
276339.44339.473661657113-0.935856696119192340.3421950390060.0336616571131572
277340.57340.750234372846-0.0801751031857762340.469940730340.180234372845973
278341.44341.730194673490.563090582017656340.5867147444920.290194673489964
279342.53343.0817173437741.27479389758093340.7034887586450.551717343774101
280343.39343.6011272381572.39344119163746340.7854315702050.211127238157076
281343.96344.1617871963972.89083842183715340.8673743817660.201787196396936
282343.18343.1491929082682.29014173617620340.920665355556-0.0308070917318446
283341.88341.9344110854750.851632585179337340.9739563293450.0544110854752944
284339.65339.424987550117-1.15437333592829341.029385785811-0.225012449882968
285337.8337.442751629735-2.92756687201237341.084815242277-0.357248370264756
286337.69337.362276478411-3.16492775386903341.182651275458-0.32772352158878
287339.09338.900551386813-2.00103869545191341.280487308638-0.189448613186585
288340.32340.136546219001-0.935856696119192341.439310477118-0.183453780999002
289341.2340.882041457588-0.0801751031857762341.598133645598-0.317958542412157
290342.35342.3478561038840.563090582017656341.789053314098-0.00214389611602428
291342.93342.605233119821.27479389758093341.979972982599-0.324766880179880
292344.77344.9777471685082.39344119163746342.1688116398540.207747168508206
293345.58345.9115112810532.89083842183715342.3576502971100.331511281053167
294345.14345.4511211788472.29014173617620342.5387370849770.311121178847259
295343.81344.0485435419770.851632585179337342.7198238728430.238543541977322
296342.22342.705062055326-1.15437333592829342.8893112806020.485062055326466
297339.69339.248768183652-2.92756687201237343.058798688360-0.441231816348079
298339.82339.594040008029-3.16492775386903343.210887745840-0.225959991970569
299340.98340.598061892133-2.00103869545191343.362976803319-0.381938107866915
300342.82343.079110724649-0.935856696119192343.4967459714710.259110724648565
301343.52343.489659963563-0.0801751031857762343.630515139622-0.0303400364366553
302344.33344.3486832424430.563090582017656343.7482261755390.0186832424431032
303345.11345.0792688909631.27479389758093343.865937211456-0.0307311090369353
304346.88347.3899446745462.39344119163746343.9766141338160.509944674546148
305347.25347.5218705219862.89083842183715344.0872910561770.271870521986045
306346.61346.7369410334532.29014173617620344.1929172303710.126941033452908
307345.22345.2898240102560.851632585179337344.2985434045650.0698240102557861
308343.11342.95932597451-1.15437333592829344.415047361419-0.150674025490389
309340.9340.19601555374-2.92756687201237344.531551318273-0.703984446260165
310341.17340.842763700434-3.16492775386903344.662164053435-0.327236299566209
311342.8342.808261906854-2.00103869545191344.7927767885980.00826190685387473
312344.04344.085455306162-0.935856696119192344.9304013899570.0454553061618981
313344.79344.592149111869-0.0801751031857762345.068025991317-0.197850888130745
314345.82345.8726060287260.563090582017656345.2043033892560.0526060287263022
315347.25347.8846253152241.27479389758093345.3405807871960.634625315223502
316348.17348.4845520107352.39344119163746345.4620067976270.314552010735326
317348.75349.0257287701042.89083842183715345.5834328080590.275728770103967
318348.07348.1714410975242.29014173617620345.67841716630.101441097524173
319346.38346.134965890280.851632585179337345.773401524540-0.245034109719711
320344.52344.344782753968-1.15437333592829345.84959058196-0.175217246031821
321342.92342.841787232632-2.92756687201237345.92577963938-0.0782127673675177
322342.63342.412766539473-3.16492775386903346.012161214396-0.217233460526927
323344.06344.02249590604-2.00103869545191346.098542789412-0.0375040939601945
324345.38345.483813560997-0.935856696119192346.2120431351220.103813560997423
325346.12345.994631622354-0.0801751031857762346.325543480831-0.125368377645657
326346.79346.5660692335980.563090582017656346.450840184384-0.223930766401736
327347.69347.5290692144821.27479389758093346.576136887937-0.160930785517678
328349.38349.6668821272842.39344119163746346.6996766810790.286882127283604
329350.04350.3659451039422.89083842183715346.8232164742210.325945103941820
330349.38349.521475582022.29014173617620346.9483826818040.141475582019893
331347.78347.6348185254340.851632585179337347.073548889387-0.145181474566016
332345.75345.457705966912-1.15437333592829347.196667369016-0.292294033088069
333344.7345.007781023366-2.92756687201237347.3197858486460.307781023366317
334344.01343.73659966949-3.16492775386903347.448328084379-0.273400330509958
335345.5345.42416837534-2.00103869545191347.576870320112-0.0758316246599975
336346.75346.715878000629-0.935856696119192347.71997869549-0.0341219993711093
337347.86347.937088032317-0.0801751031857762347.8630870708690.0770880323170786
338348.32348.0536786888180.563090582017656348.023230729164-0.266321311181628
339349.26349.061831714961.27479389758093348.183374387459-0.19816828504014
340350.84350.9332112822312.39344119163746348.3533475261320.0932112822306976
341351.7351.9858409133582.89083842183715348.5233206648040.285840913358413
342351.11351.2139188598712.29014173617620348.7159394039530.103918859870532
343349.37348.9798092717190.851632585179337348.908558143102-0.390190728281425
344347.97347.967008271970-1.15437333592829349.127365063958-0.00299172802965586
345346.31346.201394887198-2.92756687201237349.346171984814-0.108605112801513
346346.22346.030538247755-3.16492775386903349.574389506114-0.189461752244881
347347.68347.558431668038-2.00103869545191349.802607027414-0.121568331962123
348348.82348.548316365629-0.935856696119192350.02754033049-0.271683634370902
349350.29350.407701469620-0.0801751031857762350.2524736335660.117701469619590
350351.58352.1295748577720.563090582017656350.467334560210.549574857772313
351352.08352.2030106155651.27479389758093350.6821954868540.123010615565136
352353.45353.6299639431022.39344119163746350.8765948652600.179963943102166
353354.08354.1981673344962.89083842183715351.0709942436670.118167334496093
354353.66353.784957279832.29014173617620351.2449009839940.124957279829744
355352.25352.2295596904990.851632585179337351.418807724321-0.0204403095007706
356350.3350.188503090442-1.15437333592829351.565870245487-0.111496909558412
357348.58348.37463410536-2.92756687201237351.712932766652-0.205365894639726
358348.74348.798194331347-3.16492775386903351.8467334225220.0581943313466127
359349.93349.880504617059-2.00103869545191351.980534078393-0.0494953829409042
360351.21351.25147474609-0.935856696119192352.1043819500290.0414747460901594
361352.62353.091945281521-0.0801751031857762352.2282298216650.471945281520561
362352.93352.9631875864450.563090582017656352.3337218315370.0331875864454787
363353.54353.3659922610111.27479389758093352.439213841409-0.174007738989474
364355.27355.6204064852242.39344119163746352.5261523231380.350406485224084
365355.52355.5360707732952.89083842183715352.6130908048680.0160707732945298
366354.97354.9509414914542.29014173617620352.69891677237-0.0190585085459816
367353.74353.8436246749490.851632585179337352.7847427398710.103624674949344
368351.51351.288554215476-1.15437333592829352.885819120453-0.221445784524235
369349.63349.200671370979-2.92756687201237352.986895501034-0.429328629021427
370349.82349.709871246401-3.16492775386903353.095056507468-0.110128753599042
371351.12351.037821181550-2.00103869545191353.203217513902-0.0821788184504726
372352.35352.330342547738-0.935856696119192353.305514148382-0.019657452262436
373353.47353.612364320325-0.0801751031857762353.4078107828610.142364320324873
374354.51354.9557710978760.563090582017656353.5011383201070.445771097875706
375355.18355.4907402450671.27479389758093353.5944658573520.310740245066768
376355.98355.8859899668162.39344119163746353.680568841547-0.0940100331841904
377356.94357.2224897524222.89083842183715353.7666718257410.282489752421668
378355.99355.8274576815122.29014173617620353.862400582312-0.162542318487965
379354.58354.3502380759380.851632585179337353.958129338882-0.229761924061677
380352.68352.464583347172-1.15437333592829354.049789988756-0.215416652827969
381350.72350.226116233382-2.92756687201237354.141450638630-0.493883766617898
382350.92350.773950615944-3.16492775386903354.230977137925-0.146049384055743
383352.55352.780535058233-2.00103869545191354.3205036372190.230535058232533
384353.91354.344411555908-0.935856696119192354.4114451402110.4344115559079
 
Charts produced by software:
http://www.freestatistics.org/blog/date/2010/Dec/29/t1293635662bmymcs9ibowbimq/177v61293635751.png (open in new window)
http://www.freestatistics.org/blog/date/2010/Dec/29/t1293635662bmymcs9ibowbimq/177v61293635751.ps (open in new window)


http://www.freestatistics.org/blog/date/2010/Dec/29/t1293635662bmymcs9ibowbimq/2igcr1293635751.png (open in new window)
http://www.freestatistics.org/blog/date/2010/Dec/29/t1293635662bmymcs9ibowbimq/2igcr1293635751.ps (open in new window)


http://www.freestatistics.org/blog/date/2010/Dec/29/t1293635662bmymcs9ibowbimq/3igcr1293635751.png (open in new window)
http://www.freestatistics.org/blog/date/2010/Dec/29/t1293635662bmymcs9ibowbimq/3igcr1293635751.ps (open in new window)


http://www.freestatistics.org/blog/date/2010/Dec/29/t1293635662bmymcs9ibowbimq/4b7bc1293635751.png (open in new window)
http://www.freestatistics.org/blog/date/2010/Dec/29/t1293635662bmymcs9ibowbimq/4b7bc1293635751.ps (open in new window)


 
Parameters (Session):
par1 = 12 ; par2 = periodic ; par3 = 0 ; par5 = 1 ; par7 = 1 ; par8 = FALSE ;
 
Parameters (R input):
par1 = 12 ; par2 = periodic ; par3 = 0 ; par5 = 1 ; par7 = 1 ; par8 = FALSE ;
 
R code (references can be found in the software module):
par1 <- as.numeric(par1) #seasonal period
if (par2 != 'periodic') par2 <- as.numeric(par2) #s.window
par3 <- as.numeric(par3) #s.degree
if (par4 == '') par4 <- NULL else par4 <- as.numeric(par4)#t.window
par5 <- as.numeric(par5)#t.degree
if (par6 != '') par6 <- as.numeric(par6)#l.window
par7 <- as.numeric(par7)#l.degree
if (par8 == 'FALSE') par8 <- FALSE else par9 <- TRUE #robust
nx <- length(x)
x <- ts(x,frequency=par1)
if (par6 != '') {
m <- stl(x,s.window=par2, s.degree=par3, t.window=par4, t.degre=par5, l.window=par6, l.degree=par7, robust=par8)
} else {
m <- stl(x,s.window=par2, s.degree=par3, t.window=par4, t.degre=par5, l.degree=par7, robust=par8)
}
m$time.series
m$win
m$deg
m$jump
m$inner
m$outer
bitmap(file='test1.png')
plot(m,main=main)
dev.off()
mylagmax <- nx/2
bitmap(file='test2.png')
op <- par(mfrow = c(2,2))
acf(as.numeric(x),lag.max = mylagmax,main='Observed')
acf(as.numeric(m$time.series[,'trend']),na.action=na.pass,lag.max = mylagmax,main='Trend')
acf(as.numeric(m$time.series[,'seasonal']),na.action=na.pass,lag.max = mylagmax,main='Seasonal')
acf(as.numeric(m$time.series[,'remainder']),na.action=na.pass,lag.max = mylagmax,main='Remainder')
par(op)
dev.off()
bitmap(file='test3.png')
op <- par(mfrow = c(2,2))
spectrum(as.numeric(x),main='Observed')
spectrum(as.numeric(m$time.series[!is.na(m$time.series[,'trend']),'trend']),main='Trend')
spectrum(as.numeric(m$time.series[!is.na(m$time.series[,'seasonal']),'seasonal']),main='Seasonal')
spectrum(as.numeric(m$time.series[!is.na(m$time.series[,'remainder']),'remainder']),main='Remainder')
par(op)
dev.off()
bitmap(file='test4.png')
op <- par(mfrow = c(2,2))
cpgram(as.numeric(x),main='Observed')
cpgram(as.numeric(m$time.series[!is.na(m$time.series[,'trend']),'trend']),main='Trend')
cpgram(as.numeric(m$time.series[!is.na(m$time.series[,'seasonal']),'seasonal']),main='Seasonal')
cpgram(as.numeric(m$time.series[!is.na(m$time.series[,'remainder']),'remainder']),main='Remainder')
par(op)
dev.off()
load(file='createtable')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Seasonal Decomposition by Loess - Parameters',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Component',header=TRUE)
a<-table.element(a,'Window',header=TRUE)
a<-table.element(a,'Degree',header=TRUE)
a<-table.element(a,'Jump',header=TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,m$win['s'])
a<-table.element(a,m$deg['s'])
a<-table.element(a,m$jump['s'])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Trend',header=TRUE)
a<-table.element(a,m$win['t'])
a<-table.element(a,m$deg['t'])
a<-table.element(a,m$jump['t'])
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Low-pass',header=TRUE)
a<-table.element(a,m$win['l'])
a<-table.element(a,m$deg['l'])
a<-table.element(a,m$jump['l'])
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Seasonal Decomposition by Loess - Time Series Components',6,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'t',header=TRUE)
a<-table.element(a,'Observed',header=TRUE)
a<-table.element(a,'Fitted',header=TRUE)
a<-table.element(a,'Seasonal',header=TRUE)
a<-table.element(a,'Trend',header=TRUE)
a<-table.element(a,'Remainder',header=TRUE)
a<-table.row.end(a)
for (i in 1:nx) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,x[i])
a<-table.element(a,x[i]+m$time.series[i,'remainder'])
a<-table.element(a,m$time.series[i,'seasonal'])
a<-table.element(a,m$time.series[i,'trend'])
a<-table.element(a,m$time.series[i,'remainder'])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable1.tab')
 




Copyright

Creative Commons License

This work is licensed under a Creative Commons Attribution-Noncommercial-Share Alike 3.0 License.

Software written by Ed van Stee & Patrick Wessa


Disclaimer

Information provided on this web site is provided "AS IS" without warranty of any kind, either express or implied, including, without limitation, warranties of merchantability, fitness for a particular purpose, and noninfringement. We use reasonable efforts to include accurate and timely information and periodically update the information, and software without notice. However, we make no warranties or representations as to the accuracy or completeness of such information (or software), and we assume no liability or responsibility for errors or omissions in the content of this web site, or any software bugs in online applications. Your use of this web site is AT YOUR OWN RISK. Under no circumstances and under no legal theory shall we be liable to you or any other person for any direct, indirect, special, incidental, exemplary, or consequential damages arising from your access to, or use of, this web site.


Privacy Policy

We may request personal information to be submitted to our servers in order to be able to:

  • personalize online software applications according to your needs
  • enforce strict security rules with respect to the data that you upload (e.g. statistical data)
  • manage user sessions of online applications
  • alert you about important changes or upgrades in resources or applications

We NEVER allow other companies to directly offer registered users information about their products and services. Banner references and hyperlinks of third parties NEVER contain any personal data of the visitor.

We do NOT sell, nor transmit by any means, personal information, nor statistical data series uploaded by you to third parties.

We carefully protect your data from loss, misuse, alteration, and destruction. However, at any time, and under any circumstance you are solely responsible for managing your passwords, and keeping them secret.

We store a unique ANONYMOUS USER ID in the form of a small 'Cookie' on your computer. This allows us to track your progress when using this website which is necessary to create state-dependent features. The cookie is used for NO OTHER PURPOSE. At any time you may opt to disallow cookies from this website - this will not affect other features of this website.

We examine cookies that are used by third-parties (banner and online ads) very closely: abuse from third-parties automatically results in termination of the advertising contract without refund. We have very good reason to believe that the cookies that are produced by third parties (banner ads) do NOT cause any privacy or security risk.

FreeStatistics.org is safe. There is no need to download any software to use the applications and services contained in this website. Hence, your system's security is not compromised by their use, and your personal data - other than data you submit in the account application form, and the user-agent information that is transmitted by your browser - is never transmitted to our servers.

As a general rule, we do not log on-line behavior of individuals (other than normal logging of webserver 'hits'). However, in cases of abuse, hacking, unauthorized access, Denial of Service attacks, illegal copying, hotlinking, non-compliance with international webstandards (such as robots.txt), or any other harmful behavior, our system engineers are empowered to log, track, identify, publish, and ban misbehaving individuals - even if this leads to ban entire blocks of IP addresses, or disclosing user's identity.

FreeStatistics.org is powered by