Multiple Linear Regression - Estimated Regression Equation
Q1_19[t] = -0.213702405284485 + 0.451916605897366Q1_5[t] + 0.473553327342654Q1_12[t] + 0.0606268608647235Q1_26[t] + 0.00199787770742545t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)-0.2137024052844850.104753-2.04010.0421720.021086
Q1_50.4519166058973660.0514288.787400
Q1_120.4735533273426540.0518289.13700
Q1_260.06062686086472350.0274662.20730.0280070.014003
t0.001997877707425450.0007632.61950.009230.004615


Multiple Linear Regression - Regression Statistics
Multiple R0.918808019362947
R-squared0.844208176445661
Adjusted R-squared0.842242349019108
F-TEST (value)429.441651409795
F-TEST (DF numerator)4
F-TEST (DF denominator)317
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.896905840879586
Sum Squared Residuals255.007507707042


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
110.7743922665276870.225607733472313
210.7763901442351090.223609855764891
311.29093148870462-0.290931488704624
421.76648269375470.233517306245296
521.768480571462130.231519428537871
610.7843816550648110.215618344935189
710.7863795327722360.213620467227764
840.8490042713443853.15099572865561
911.26392861552974-0.263928615529741
1010.7923731658945130.207626834105487
1110.7943710436019380.205628956398062
1210.7963689213093640.203631078690636
1310.7983667990167890.201633200983211
1410.8003646767242150.199635323275785
1510.802362554431640.19763744556836
1622.20338369272174-0.203383692721739
1710.8063583098464910.193641690153509
1810.8083561875539160.191643812446084
1910.8103540652613420.189645934738658
2021.798448737073510.201551262926489
2110.8143498206761930.185650179323807
2212.23700768041158-1.23700768041158
2310.8183455760910440.181654423908956
2410.8203434537984690.179656546201531
2511.29589465884855-0.295894658848548
2610.824339209213320.17566079078668
2710.8263370869207460.173662913079254
2810.8283349646281710.171665035371829
2910.8303328423355960.169667157664404
3010.8323307200430220.167669279956978
3110.8343285977504470.165671402249553
3210.8363264754578730.163673524542127
3334.62246766843539-1.62246766843539
3432.691262097352760.308737902647236
3510.8423201085801490.157679891419851
3621.830414780392320.169585219607682
3710.8463158639950.153684136005
3810.8483137417024260.151686258297574
3910.8503116194098510.149688380590149
4010.8523094971172760.147690502882724
4111.03618795741887-0.0361879574188723
4210.8563052525321270.143694747467873
4311.78377306347957-0.783773063479573
4411.33385433528963-0.333854335289632
4510.8622988856544040.137701114345596
4643.822587145676060.17741285432394
4711.33984796841191-0.339847968411908
4832.840486106986170.159513893013833
4911.79576032972413-0.795760329724126
5022.31030167419364-0.310301674193641
5141.799756085138982.20024391486102
5210.8762840296063820.123715970393618
5311.33019851321117-0.330198513211174
5410.8802797850212330.119720214978767
5510.8822776627286580.117722337271342
5611.35782886777874-0.357828867778737
5710.8862734181435090.113726581856491
5810.8882712958509350.111728704149065
5910.890269173558360.10973082644164
6011.34418365716315-0.344183657163152
6110.8942649289732110.105735071026789
6211.80009601847537-0.800096018475369
6310.8982606843880620.101739315611938
6410.9002585620954870.0997414379045126
6553.921173682981871.07882631701813
6610.9042543175103380.0957456824896617
6721.379805522560420.620194477439583
6810.9082500729251890.0917499270748108
6910.9102479506326150.0897520493673853
7011.38579915568269-0.385799155682694
7110.9142437060474660.0857562939525344
7210.9162415837548910.083758416245109
7311.39179278880497-0.39179278880497
7431.98859771558451.0114022844155
7511.39578854421982-0.395788544219821
7621.910329888689340.0896701113106636
7721.912327766396760.0876722336032381
7811.4017821773421-0.401782177342097
7910.9302267277068690.0697732722931308
8010.9322246054142950.0677753945857054
8110.934222483121720.0657775168782799
8220.9362203608291461.06377963917085
8310.9382182385365710.061781761463429
8410.9402161162439960.0597838837560035
8521.928310788056170.0716892119438345
8610.9442118716588470.0557881283411526
8711.41976307670893-0.419763076708926
8843.372317821180550.627682178819448
8922.32759204391851-0.32759204391851
9021.938300176593290.0616998234067073
9110.9542012601959750.0457987398040254
9210.95619913790340.0438008620965999
9311.90530367029613-0.905303670296133
9410.9601948933182510.039805106681749
9521.474736237787770.525263762212234
9611.14607123132727-0.146071231327272
9710.9661885264405270.0338114735594727
9811.48072987091004-0.480729870910043
9910.9701842818553780.0298157181446218
10012.34956869870019-1.34956869870019
10110.9741800372702290.0258199627297708
10210.9761779149776550.0238220850223454
10321.964272586789820.0357274132101764
10410.9801736703925050.0198263296074945
10510.9821715480999310.017828451900069
10632.443819547254750.556180452745247
10721.972264097619530.0277359023804746
10821.461718508564860.538281491435139
10910.9901630589296330.00983694107036721
11010.9921609366370580.00783906336294177
11110.9941588143444840.00584118565551632
11211.46971001939456-0.469710019394563
11310.9981545697593350.00184543024066539
11411.92562238070678-0.92562238070678
11511.00215032517419-0.00215032517418552
11611.47770153022426-0.477701530224264
11721.931616013829060.0683839861709435
11812.88072054622179-1.88072054622179
11911.48369516334654-0.483695163346541
12041.464056319608682.53594368039132
12122.94734104020879-0.947341040208789
12231.941605402366181.05839459763382
12311.47004995273096-0.470049952730955
12433.38361455778314-0.383614557783144
12511.02212910224844-0.02212910224844
12611.47604358585323-0.476043585853232
12711.02612485766329-0.026124857663291
12811.56230292357809-0.562302923578093
12911.03012061307814-0.0301206130781419
13011.03211849078557-0.0321184907855673
13112.41150290763038-1.41150290763038
13221.961584179440440.0384158205595617
13313.87943208796377-2.87943208796377
13411.04011000161527-0.0401100016152691
13511.51566120666535-0.515661206665348
13612.50375587847752-1.50375587847752
13723.80087671301232-1.80087671301232
13812.46876149447293-1.46876149447293
13911.0500993901524-0.0500993901523964
14022.03819406196457-0.0381940619645654
14111.58827533377462-0.588275333774624
14212.04218981737942-1.04218981737942
14311.53164422832475-0.531644228324752
14411.06008877868952-0.0600887786895237
14512.95629996576756-1.95629996576756
14611.06408453410437-0.0640845341043746
14722.46510567239447-0.465105672394474
14811.6022604777266-0.602260477726603
14911.07007816722665-0.070078167226651
15022.53172616638147-0.531726166381474
15111.54762724998416-0.547627249984155
15221.549625127691580.450374872308419
15311.07806967805635-0.0780696780563528
15411.08006755576378-0.0800675557637782
15511.0820654334712-0.0820654334712037
15611.535979917076-0.535979917075995
15712.01153112212608-1.01153112212607
15844.04634944890771-0.0463494489077104
15912.03716359898621-1.03716359898621
16021.152681682873050.847318317126946
16111.09405269971576-0.0940526997157564
16211.94482662952931-0.94482662952931
16354.981808770684860.0181912293151423
16444.05833671515226-0.0583367151522631
16543.708034987246480.291965012753518
16665.973899197911880.0261008020881225
16744.14659393058455-0.14659393058455
16854.809917576627810.190082423372185
16911.41317002569878-0.413170025698777
17044.58286744815891-0.582867448158906
17154.667128908176340.332871091823658
17253.765293574089031.23470642591097
17355.5143310145212-0.514331014521202
17454.078315492226520.921684507773482
17555.33644618734188-0.336446187341883
17621.305901447921310.694098552078691
17755.00977905858881-0.00977905858881404
17854.559860330398870.440139669601127
17932.297991875148330.702008124851672
18055.05476283113053-0.0547628311305267
18164.957143708553791.04285629144621
18265.823984658636510.176015341363486
18322.30598338597803-0.30598338597803
18455.02376420254079-0.0237642025407922
18543.979038425278750.0209615747212493
18622.37260387996503-0.37260387996503
18766.01585462976781-0.015854629767812
18855.15300943509994-0.153009435099941
18965.837969802588490.162030197411507
19022.38059539079473-0.380595390794732
19176.084473001462240.915526998537762
19256.02584401830494-1.02584401830494
19345.22362568450179-1.22362568450179
19476.60301010134660.396989898653396
19576.957307584667240.0426924153327643
19674.865858152435732.13414184756427
19711.52973746237141-0.529737462371414
19875.607551400097411.39244859990259
19943.946381852317980.0536181476820164
20011.53573109549369-0.53573109549369
20177.09054857264123-0.0905485726412353
20272.839133111207054.16086688879295
20365.783676508182440.216323491817562
20411.48309574545867-0.483095745458668
20565.0050927735320.994907226467997
20652.412561434113542.58743856588646
20754.799679366508380.200320633491618
20876.509726667521110.490273332478887
20965.365383889974910.634616110025088
21075.81929837357971.1807016264203
21122.91774087143861-0.917740871438607
21266.93064464482874-0.930644644828744
21345.47299240108877-1.47299240108877
21444.79202778901507-0.792027789015073
21565.476988156503620.523011843496376
21673.258393144143653.74160685585635
21776.75875345077170.241246549228298
21811.96298263925999-0.962982639259991
21965.093689922300680.906310077699317
22044.19185458821338-0.191854588213376
22133.81991613886231-0.819916138862307
22265.672853883049770.327146116950227
22363.311368427515072.68863157248493
22465.847268661483660.15273133851634
22511.46442431644988-0.464424316449879
22663.157118199488462.84288180051154
22765.500962688992730.49903731100727
22851.409791088707433.59020891129257
22967.14648914844915-1.14648914844915
23075.688836904709181.31116309529082
23176.786723738675660.213276261324342
23211.47840946040186-0.478409460401857
23365.655840398412020.344159601587984
23445.47595769352527-1.47595769352527
23543.891159869656840.108840130343162
23677.0998474315364-0.0998474315364027
23753.438955715703181.56104428429682
23876.327155555284980.672844444715017
23911.43176774348911-0.431767743489112
24064.601465165949241.39853483405076
24133.73861997128137-0.738619971281369
24233.86187157071824-0.861871570718242
24377.05320571462366-0.0532057146236575
24433.353323859371-0.353323859371003
24555.88922409333959-0.889224093339594
24611.56700660917054-0.567006609170537
24766.13572729221334-0.135727292213339
24855.0910015149513-0.0910015149512978
24912.55909703639756-1.55909703639756
25076.945937136846190.0540628631538113
25123.42793586418771-1.4279358641877
25265.903209237291570.0967907627084272
25311.58099175312252-0.580991753122515
25476.68389262437270.316107375627305
25577.07718024711276-0.0771802471127629
25666.21433505244489-0.214335052444892
25777.20242972425706-0.202429724257061
25876.631257274337670.368742725662327
25976.369110987140920.630889012859082
26011.53435003620977-0.53435003620977
26155.65115411335521-0.651154113355206
26244.66705519695789-0.667055196957888
26323.45191039667681-1.45191039667681
26456.16969121323957-1.16969121323957
26555.18559229684225-0.185592296842254
26665.991806386060250.00819361393974747
26712.80446799756969-1.80446799756969
26833.75357252996242-0.753572529962421
26921.904630541189810.095369458810194
27022.41917188565932-0.419171885659321
27176.756846684818360.243153315181636
27255.3814580233884-0.381458023388403
27376.870634602387530.129365397612473
27411.68357404584317-0.683574045843173
27576.252294728885980.747705271114024
27666.72784593393605-0.727845933936054
27766.31691734516555-0.31691734516555
27877.24438515611299-0.244385156112995
27964.921889839997731.07811016000227
28076.884619746339510.115380253660495
28111.45505174633626-0.455051746336258
28265.874990127805310.12500987219469
28375.943506724776471.05649327522352
28412.15546942881479-1.15546942881479
28567.25837030006497-1.25837030006497
28674.014688354180822.98531164581918
28776.898604890291480.101395109708516
28811.59029061201768-0.590290612017683
28965.585840967433670.414159032566329
29043.654635396351050.345364603648954
29145.33715411751948-1.33715411751948
29266.73817525580957-0.738175255809574
29365.836339921722270.163660078277733
29466.49966356776553-0.499663567765531
29522.40849196748023-0.408491967480234
29643.99139368836450.0086063116354965
29754.120537146200390.879462853799609
29821.489015667362490.51098433263751
29965.314146999759440.685853000240557
30053.756877755735311.24312224426469
30145.0756353117154-1.0756353117154
30211.61826089992164-0.618260899921639
30365.261511649724420.738488350275579
30462.978006473028593.02199352697141
30554.995471381836080.0045286181639239
30665.944575914228810.0554240857711913
30775.473020464593581.52697953540642
30876.940560322147420.0594396778525819
30912.80611527897155-1.80611527897155
31021.86528980546480.134710194535197
31111.92791454403695-0.927914544036952
31221.638239676995890.361760323004106
31345.73340703269604-1.73340703269604
31453.041258692993421.95874130700658
31565.103605599619360.896394400380644
31611.70685804869032-0.706858048690319
31765.763035264971030.236964735028969
31834.77893634857371-1.77893634857371
31934.07633501505473-1.07633501505473
32077.32829601982486-0.328296019824864
32152.972980254635392.02701974536461
32276.516614004154010.483385995845992


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
83.61181081139102e-467.22362162278204e-461
90.01698200510472640.03396401020945280.983017994895274
100.006202276263344910.01240455252668980.993797723736655
110.001801707427783720.003603414855567440.998198292572216
120.0004693375685509050.000938675137101810.999530662431449
130.0001129327156920770.0002258654313841530.999887067284308
142.54596542674439e-055.09193085348877e-050.999974540345733
155.42638767358701e-061.0852775347174e-050.999994573612326
160.008727301730585790.01745460346117160.991272698269414
170.004582492994911530.009164985989823060.995417507005088
180.002298066497085290.004596132994170580.997701933502915
190.001107195564581090.002214391129162170.998892804435419
200.0007947248292101970.001589449658420390.99920527517079
210.0003561216754527090.0007122433509054180.999643878324547
220.006758313292123290.01351662658424660.993241686707877
230.003763008154600370.007526016309200740.9962369918454
240.002039944806421460.004079889612842920.997960055193579
250.001170996981594270.002341993963188530.998829003018406
260.0006056654881778770.001211330976355750.999394334511822
270.000306155994773570.0006123119895471390.999693844005226
280.0001513754654788370.0003027509309576750.999848624534521
297.32675404791513e-050.0001465350809583030.999926732459521
303.47397470932313e-056.94794941864625e-050.999965260252907
311.61470838206302e-053.22941676412604e-050.999983852916179
327.36186435237196e-061.47237287047439e-050.999992638135648
331.17423064012751e-052.34846128025502e-050.999988257693599
340.0002631073830720510.0005262147661441030.999736892616928
350.0001468791445796550.000293758289159310.99985312085542
369.03118931727132e-050.0001806237863454260.999909688106827
374.84219213450965e-059.6843842690193e-050.999951578078655
382.55240187314322e-055.10480374628644e-050.999974475981269
391.32348186302292e-052.64696372604585e-050.99998676518137
406.75415594023975e-061.35083118804795e-050.99999324584406
412.26577233252216e-054.53154466504432e-050.999977342276675
421.20406971669172e-052.40813943338344e-050.999987959302833
431.01481487377444e-052.02962974754889e-050.999989851851262
445.34859248165825e-061.06971849633165e-050.999994651407518
452.81505273056218e-065.63010546112436e-060.999997184947269
461.8763809036286e-063.75276180725721e-060.999998123619096
479.60867537558988e-071.92173507511798e-060.999999039132462
485.22760306960417e-071.04552061392083e-060.999999477239693
494.20137392418322e-078.40274784836645e-070.999999579862608
502.51338123445336e-075.02676246890673e-070.999999748661877
510.0001826587411519650.0003653174823039290.999817341258848
520.000112468598636550.00022493719727310.999887531401363
539.46762154466362e-050.0001893524308932720.999905323784553
545.76958758000275e-050.0001153917516000550.9999423041242
553.47732612460935e-056.95465224921869e-050.999965226738754
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1181.98533510631968e-163.97067021263936e-161
1199.74984288130772e-171.94996857626154e-161
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1563.47285493418874e-156.94570986837747e-150.999999999999997
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1813.1050782372909e-126.21015647458181e-120.999999999996895
1822.48336547875548e-124.96673095751095e-120.999999999997517
1831.6409006565031e-123.2818013130062e-120.999999999998359
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1856.46361203221073e-131.29272240644215e-120.999999999999354
1864.51288354229748e-139.02576708459497e-130.999999999999549
1872.63671200592453e-135.27342401184906e-130.999999999999736
1881.48972198943012e-132.97944397886025e-130.999999999999851
1891.07836515442626e-132.15673030885253e-130.999999999999892
1907.4159083480353e-141.48318166960706e-130.999999999999926
1911.00340514805082e-132.00681029610164e-130.9999999999999
1921.34570265078512e-132.69140530157024e-130.999999999999865
1932.87680172901328e-135.75360345802656e-130.999999999999712
1941.86858591081283e-133.73717182162567e-130.999999999999813
1951.11263056189588e-132.22526112379177e-130.999999999999889
1964.74775111838684e-129.49550223677367e-120.999999999995252
1973.68297869038759e-127.36595738077518e-120.999999999996317
1982.40429238611793e-114.80858477223587e-110.999999999975957
1991.58016137424758e-113.16032274849516e-110.999999999984198
2001.23348018301088e-112.46696036602177e-110.999999999987665
2017.12238282007695e-121.42447656401539e-110.999999999992878
2023.82106743302965e-077.64213486605931e-070.999999617893257
2032.56711999792025e-075.1342399958405e-070.999999743288
2042.06998032134347e-074.13996064268694e-070.999999793001968
2052.21267829523024e-074.42535659046048e-070.99999977873217
2063.43227536966737e-066.86455073933475e-060.99999656772463
2072.35202050059498e-064.70404100118996e-060.999997647979499
2081.80279890609795e-063.60559781219589e-060.999998197201094
2091.53817579732432e-063.07635159464864e-060.999998461824203
2101.93971928928191e-063.87943857856382e-060.999998060280711
2112.47087143631798e-064.94174287263597e-060.999997529128564
2122.66773792665611e-065.33547585331222e-060.999997332262073
2135.53215012048429e-061.10643002409686e-050.99999446784988
2145.23499088359885e-061.04699817671977e-050.999994765009116
2153.9513430449944e-067.90268608998879e-060.999996048656955
2160.0005352758405927470.001070551681185490.999464724159407
2170.0004072216353781110.0008144432707562220.999592778364622
2180.0004339814794878090.0008679629589756190.999566018520512
2190.0004129038338824380.0008258076677648760.999587096166118
2200.0003261363029487960.0006522726058975910.999673863697051
2210.0003093346221554020.0006186692443108040.999690665377845
2220.0002375717592736320.0004751435185472640.999762428240726
2230.001930996015759550.00386199203151910.99806900398424
2240.001478303046099660.002956606092199330.9985216969539
2250.001219995643762390.002439991287524790.998780004356238
2260.008307145397124420.01661429079424880.991692854602876
2270.007143553601663740.01428710720332750.992856446398336
2280.1279778879130620.2559557758261250.872022112086938
2290.1331017581555310.2662035163110630.866898241844469
2300.1717354526927770.3434709053855530.828264547307223
2310.1525974132429240.3051948264858480.847402586757076
2320.137096831078930.274193662157860.86290316892107
2330.1236553395150940.2473106790301880.876344660484906
2340.1512306569920940.3024613139841880.848769343007906
2350.1315565947650430.2631131895300860.868443405234957
2360.1138126393669710.2276252787339430.886187360633028
2370.2043555177544670.4087110355089340.795644482245533
2380.2030857435175250.406171487035050.796914256482475
2390.1829791525018970.3659583050037930.817020847498104
2400.2641384743033890.5282769486067790.735861525696611
2410.2448674829931590.4897349659863180.755132517006841
2420.2292204719685580.4584409439371160.770779528031442
2430.2049543515751250.4099087031502510.795045648424875
2440.1831030490511690.3662060981023380.816896950948831
2450.1737983302039020.3475966604078030.826201669796098
2460.1559380038349970.3118760076699930.844061996165003
2470.1360614329344170.2721228658688340.863938567065583
2480.1178323856727460.2356647713454920.882167614327254
2490.1313810171089840.2627620342179680.868618982891016
2500.1135744386506690.2271488773013380.886425561349331
2510.123117856411590.246235712823180.87688214358841
2520.1058081450046910.2116162900093820.894191854995309
2530.09142524466365830.1828504893273170.908574755336342
2540.07979365967341820.1595873193468360.920206340326582
2550.066910454624230.133820909248460.93308954537577
2560.05556329156560870.1111265831312170.944436708434391
2570.04581094724786310.09162189449572620.954189052752137
2580.03955551678069520.07911103356139040.960444483219305
2590.04035080477911730.08070160955823450.959649195220883
2600.03315278430544210.06630556861088420.966847215694558
2610.02811491291488920.05622982582977840.971885087085111
2620.02408566398038860.04817132796077720.975914336019611
2630.02781770242630570.05563540485261140.972182297573694
2640.02855973835250760.05711947670501530.971440261647492
2650.02249563490018160.04499126980036320.977504365099818
2660.01755958352846050.0351191670569210.98244041647154
2670.02765705647021520.05531411294043040.972342943529785
2680.02697698820157050.0539539764031410.97302301179843
2690.02130782824147280.04261565648294570.978692171758527
2700.01767053142482530.03534106284965060.982329468575175
2710.01450020009601950.0290004001920390.985499799903981
2720.01129689101808210.02259378203616420.988703108981918
2730.008472958499171810.01694591699834360.991527041500828
2740.007533363799356730.01506672759871350.992466636200643
2750.006747996649412580.01349599329882520.993252003350587
2760.006219586155846950.01243917231169390.993780413844153
2770.004650737866721680.009301475733443360.995349262133278
2780.003388564701622090.006777129403244180.996611435298378
2790.004174406642816540.008348813285633080.995825593357183
2800.002963511155243650.00592702231048730.997036488844756
2810.002502743462510690.005005486925021380.997497256537489
2820.001736591087163820.003473182174327640.998263408912836
2830.0023486981331650.004697396266330.997651301866835
2840.00252919405548280.00505838811096560.997470805944517
2850.002979400799591310.005958801599182620.997020599200409
2860.01233469496582190.02466938993164380.987665305034178
2870.00893079598179150.0178615919635830.991069204018209
2880.007795950609019710.01559190121803940.99220404939098
2890.00569953351263830.01139906702527660.994300466487362
2900.004096493723434820.008192987446869640.995903506276565
2910.005225886858687850.01045177371737570.994774113141312
2920.004776858815265990.009553717630531980.995223141184734
2930.003237432386207530.006474864772415070.996762567613792
2940.002551203440184580.005102406880369170.997448796559815
2950.002110561361046080.004221122722092170.997889438638954
2960.001545526600921630.003091053201843260.998454473399078
2970.001134938617699110.002269877235398210.998865061382301
2980.0007049437880433190.001409887576086640.999295056211957
2990.0004408288233310580.0008816576466621160.999559171176669
3000.000462364956440210.0009247299128804190.99953763504356
3010.000466749072321540.0009334981446430790.999533250927678
3020.0004800467531405470.0009600935062810940.999519953246859
3030.0002831084892682020.0005662169785364050.999716891510732
3040.02386249593158190.04772499186316380.976137504068418
3050.0152565044074140.0305130088148280.984743495592586
3060.01159151712895370.02318303425790750.988408482871046
3070.01659513092029460.03319026184058920.983404869079705
3080.02126066541818220.04252133083636450.978739334581818
3090.01531999999235760.03063999998471520.984680000007642
3100.008383520494708220.01676704098941640.991616479505292
3110.009860516213919060.01972103242783810.990139483786081
3120.00481072031078420.00962144062156840.995189279689216
3130.006034208046504270.01206841609300850.993965791953496
3140.100399004778950.2007980095578990.89960099522105


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level2370.771986970684039NOK
5% type I error level2680.872964169381108NOK
10% type I error level2770.90228013029316NOK