Multiple Linear Regression - Estimated Regression Equation
Y[t] = + 9395186.10552914 -576258.714617178M1[t] + 1548021.40761659M2[t] -1825170.50348295M3[t] -2504009.6145825M4[t] -2171238.11425717M5[t] -2466677.87133373M6[t] + 163424.337106951M7[t] + 3265090.26968557M8[t] + 1932905.27122970M9[t] + 438612.203808301M10[t] -1013150.17395792M11[t] + 2340.37776621746t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)9395186.105529142151203.1222934.36741.7e-058e-06
M1-576258.7146171782689189.4391-0.21430.8304520.415226
M21548021.407616592689140.3278130.57570.5652290.282615
M3-1825170.503482952689102.129526-0.67870.4977730.248886
M4-2504009.61458252689074.844703-0.93120.3524240.176212
M5-2171238.114257172712010.993663-0.80060.4239240.211962
M6-2466677.871333732711940.651816-0.90960.36370.18185
M7163424.3371069512711881.1303660.06030.9519820.475991
M83265090.269685572711832.4300261.2040.2294230.114712
M91932905.271229702711794.5513790.71280.4764740.238237
M10438612.2038083012711767.4948790.16170.8716040.435802
M11-1013150.173957922711751.260849-0.37360.7089250.354462
t2340.377766217465417.4275740.4320.6660090.333005


Multiple Linear Regression - Regression Statistics
Multiple R0.174187165841593
R-squared0.0303411687439267
Adjusted R-squared-0.00398303767221764
F-TEST (value)0.88395834636561
F-TEST (DF numerator)12
F-TEST (DF denominator)339
p-value0.563641923841921
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation10326020.5552214
Sum Squared Residuals36146451471823480


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
114835098821267.76867807-7337758.76867807
2803655410947888.2686782-2911334.26867818
346230937577036.73534477-2953943.73534477
455286626900538.0020115-1371876.00201150
542210327235649.88010308-3014617.88010308
680618476942550.500792671119296.49920733
776400669574993.08699959-1934927.08699959
8293553312678999.3973444-9743466.3973444
9816154811349154.7766548-3187606.77665479
1025439679857202.08699962-7313235.08699962
11131634508407780.08699964755669.9130004
1233484369423270.63872373-6074834.63872373
1339974408849352.30187276-4851912.30187276
14232291110975972.8018728-8653061.80187277
1520194577605121.26853944-5585664.26853944
1630477486928622.5352061-3880874.53520611
1757287677263734.41329766-1534967.41329766
1826051736970635.03398732-4365462.03398732
1956467439603077.62019422-3956334.62019421
201312154412707083.9305390414460.069460956
21345340911377239.3098494-7923830.30984939
2218783339885286.62019421-8006953.62019421
2342473628435864.62019422-4188502.62019421
24230225529451355.1719183413571196.8280817
2576462038877436.83506738-1231233.83506738
26901660211004057.3350674-1987455.33506738
2736065687633205.80173405-4026637.80173405
2831735106956707.06840071-3783197.06840071
29175687727291818.9464922710276953.0535077
30108050456998719.567181933806325.43281807
31310562699631162.1533888321425106.8466112
321562338512735168.46373372888216.53626635
33666344311405323.843044-4741880.84304399
34354357459913371.1533888325522373.8466112
3528232508463949.15338882-5640699.15338882
3651970899479439.70511296-4282350.70511296
3741206328905521.368262-4784889.36826199
38883276711032141.868262-2199374.86826199
3936953747661290.33492866-3965916.33492866
4083858056984791.601595321401013.39840468
4137779047319903.47968688-3541999.47968688
4251995327026804.10037654-1827272.10037654
4352972759659246.68658343-4361971.68658343
441484738212763252.99692832084129.00307174
45590015811433408.3762386-5533250.3762386
4644167189941455.68658343-5524737.68658343
4739264298492033.68658343-4565604.68658343
4848768849507524.23830757-4630640.23830756
4927952978933605.9014566-6138308.9014566
50338552711060226.4014566-7674699.4014566
5138779417689374.86812327-3811433.86812327
5235567297012876.13478993-3456147.13478993
5349828367347988.01288149-2365152.01288149
5429763257054888.63357115-4078563.63357115
5522950269687331.21977804-7392305.21977804
56221875212791337.5301229-10572585.5301229
57414606211461492.9094332-7315430.90943321
5833020919969540.21977804-6667449.21977804
5938645058520118.21977804-4655613.21977804
6054547949535608.77150217-4080814.77150218
6117498368961690.43465121-7211854.43465121
62668404811088310.9346512-4404262.93465121
6328099187717459.40131788-4907541.40131788
6440926647040960.66798454-2948296.66798454
6550704707376072.5460761-2305602.5460761
6698144777082973.166765762731503.83323424
6766653189715415.75297265-3050097.75297265
68391255412819422.0633175-8906868.06331748
69618812911489577.4426278-5301448.44262782
7036279919997624.75297265-6369633.75297265
7133087678548202.75297265-5239435.75297265
7238203329563693.30469678-5743361.30469678
7349329798989774.96784583-4056795.96784583
74556791711116395.4678458-5548478.46784582
7550208147745543.93451249-2724729.93451249
7638032737069045.20117915-3265772.20117915
7739999847404157.07927071-3404173.07927071
7848831047111057.69996037-2227953.69996037
79137317479743500.286167263988246.71383274
804753182412847506.596512134684317.4034879
81841557011517661.9758224-3102091.97582243
822217815810025709.286167312152448.7138327
83612116548576287.2861672652635366.7138327
84182237489591777.837891398631970.16210861
85176780859017859.501040438660225.49895957
864929958011144480.001040438155099.9989596
87258999487773628.467707118126319.5322929
88341217547097129.7343737627024624.2656262
8998592317432241.612465322426989.38753468
90297408927139142.2331549922601749.766845
91210852129771584.8193618711313627.1806381
924300386612875591.129706730128274.8702933
935954924711545746.509017048003500.490983
941802646510053793.81936197972671.18063813
9546805978604371.81936187-3923774.81936187
9655647289619862.371086-4055134.37108600
97117923479045944.034235042746402.96576496
981037162411172564.5342350-800940.534235039
9937284467801713.0009017-4073267.00090171
10057329787125214.26756837-1392236.26756837
10140676387460326.14565993-3392688.14565993
10223955087167226.76634958-4771718.76634958
10350188019799669.35255648-4780868.35255648
1042206888812903675.66290139165212.33709869
105767858011573831.0422117-3895251.04221165
1061551009510081878.35255655428216.64744352
10764712398632456.35255648-2161217.35255648
108143492049647946.904280614701257.09571939
109351515749074028.5674296526077545.4325704
110821048811200649.0674296-2990161.06742965
11150226647829797.53409632-2807133.53409632
112139968717153298.800762986843572.19923702
113128224317488410.678854545334020.32114546
114140115527195311.299544196816240.7004558
115202609809827753.885751110433226.1142489
1162371897612931760.196095910787215.8039041
1174583304911601915.575406334231133.4245937
1183068842010109962.885751120578457.1142489
119165760628660540.88575117915521.11424891
120148444059676031.437475225168373.56252478
121167282869102113.100624267626172.89937574
1224347768011228733.600624332248946.3993757
123574974277857882.0672909249639544.9327091
124242337267181383.3339575917052342.6660424
125249212087516495.2120491617404712.7879508
12695167257223395.83273882293329.16726120
127279772399855838.418945718121400.5810543
1282163204612959844.72929058672201.27070947
1292295680911630000.108600911326808.8913991
130970432410138047.4189457-433723.418945699
131198711498688625.418945711182523.5810543
13255538429704115.97066983-4150273.97066983
13356678589130197.63381887-3462339.63381887
134434818811256818.1338189-6908630.13381887
135100250427885966.600485542139075.39951447
136106397967209467.86715223430328.1328478
13786391847544579.745243761094604.25475624
138107643787251480.365933413512897.63406659
139120977339883922.952140312213810.04785969
140398841412987929.2624851-8999515.26248514
141460710211658084.6417955-7050982.64179548
142712689510166131.9521403-3039236.95214031
14360096258716709.95214031-2707084.95214031
144215332379732200.5038644411801036.4961356
14559867719158282.16701348-3171511.16701348
146545531011284902.6670135-5829592.66701348
14718228747914051.13368014-6091177.13368014
14833740627237552.40034681-3863490.40034681
14929207487572664.27843837-4651916.27843837
15022959427279564.89912802-4983622.89912802
15168098299912007.48533492-3102178.48533492
152331828113016013.7956797-9697732.79567975
1531378464511686169.17499012098475.82500991
154736657710194216.4853349-2827639.48533492
15516286378744794.48533492-7116157.48533492
15642589769760285.03705905-5501309.03705905
15771597799186366.70020809-2026587.70020809
158809840111312987.2002081-3214586.20020809
15968942407942135.66687476-1047895.66687475
16037712467265636.93354142-3494390.93354142
16132497267600748.81163298-4351022.81163298
16231473807307649.43232263-4160269.43232263
16340630379940092.01852953-5877055.01852953
164962191613044098.3288744-3422182.32887436
165589015811714253.7081847-5824095.7081847
166214290110222301.0185295-8079400.01852953
16731450078772879.01852953-5627872.01852953
16815621689788369.57025366-8226201.57025366
16933031039214451.2334027-5911348.2334027
170588691011341071.7334027-5454161.7334027
17134542707970220.20006936-4515950.20006936
17269953487293721.46673603-298373.466736029
17364878697628833.34482759-1140964.34482759
174120919767335733.965517244756242.03448276
17539346259968176.55172414-6033551.55172414
176399974913072182.8620690-9072433.86206897
177361352611742338.2413793-8128812.24137931
178427170610250385.5517241-5978679.55172414
17942533908800963.55172414-4547573.55172414
18055515919816454.10344827-4264863.10344827
18146630419242535.76659731-4579494.76659731
182210410411369156.2665973-9265052.2665973
18353853997998304.73326397-2612905.73326397
18462058777321805.99993064-1115928.99993064
18575295007656917.8780222-127417.878022196
186172227057363818.498711859858886.50128815
18762309139996261.08491875-3765348.08491875
188650827513100267.3952636-6591992.39526358
189451888411770422.7745739-7251538.77457392
190423499110278470.0849187-6043479.08491875
19156253888829048.08491875-3203660.08491875
19258101399844538.63664288-4034399.63664288
19369421879270620.29979192-2328433.29979192
194371118811397240.7997919-7686052.79979192
19542612818026389.26645858-3765108.26645858
19619899457349890.53312525-5359945.53312525
19750333427685002.4112168-2651660.41121681
19872395657391903.03190646-152338.031906462
1991105879510024345.61811341034449.38188664
200738477213128351.9284582-5743579.92845818
201388477111798507.3077685-7913736.30776853
202323920110306554.6181134-7067353.61811336
20323164038857132.61811336-6540729.61811336
20440349479872623.1698375-5837676.16983749
20532452719298704.83298653-6053433.83298653
206238725111425325.3329865-9038074.33298653
20721748868054473.7996532-5879587.79965319
20834360807377975.06631986-3941895.06631986
20937389567713086.94441142-3974130.94441142
21018847307419987.56510107-5535257.56510107
211150914410052430.1513080-8543286.15130797
2124272836613156436.461652829571929.5383472
213344631711826591.8409631-8380274.84096314
214460068310334639.1513080-5733956.15130797
21529536158885217.15130797-5931602.15130797
21635700609900707.7030321-6330647.7030321
21721302089326789.36618114-7196581.36618114
218244294311453409.8661811-9010466.86618114
21948920208082558.3328478-3190538.3328478
22032221927406059.59951447-4183867.59951447
22131216177741171.47760602-4619554.47760602
22236655427448072.09829568-3782530.09829568
223551943210080514.6845026-4561082.68450258
224411346813184520.9948474-9071052.99484741
225171461411854676.3741577-10140062.3741577
226365198510362723.6845026-6710738.68450257
22724195488913301.68450258-6493753.68450258
22823788549928792.2362267-7549938.23622671
22923039499354873.89937575-7050924.89937575
230255553411481494.3993757-8925960.39937574
23117130058110642.86604241-6397637.86604241
23217059607434144.13270908-5728184.13270908
23361150467769256.01080064-1654210.01080064
23439510447476156.63149029-3525112.63149029
235378556810108599.2176972-6323031.21769718
236467053013212605.5280420-8542075.52804201
237226510011882760.9073524-9617660.90735236
238110564310390808.2176972-9285165.21769718
23928141528941386.21769718-6127234.21769719
24037286739956876.76942132-6228203.76942132
24120389499382958.43257036-7344009.43257036
242240291911509578.9325704-9106659.93257035
24323488148138727.39923702-5789913.39923702
24427978227462228.66590369-4664406.66590369
2459025057797340.54399524-6894835.54399524
24613313197504241.1646849-6172922.1646849
247420423810136683.7508918-5932445.7508918
248221248513240690.0612366-11028205.0612366
249679738211910845.4405470-5113463.44054697
250453232410418892.7508918-5886568.7508918
25117788088969470.7508918-7190662.7508918
25218907209984961.30261593-8094241.30261593
25354637369411042.96576497-3947306.96576497
2541136893111537663.4657650-168732.465764963
25520401648166811.93243163-6126647.93243163
25642763997490313.1990983-3213914.19909830
25737144457825425.07718985-4110980.07718985
25820681687532325.69787951-5464157.69787951
259100384210164768.2840864-9160926.2840864
260285853513268774.5944312-10410239.5944312
261235548411938929.9737416-9583445.97374157
262271926210446977.2840864-7727715.2840864
26318977418997555.2840864-7099814.2840864
264394518510013045.8358105-6067860.83581054
26537999169439127.49895958-5639211.49895958
266101765411565747.9989596-10548093.9989596
26730522418194896.46562624-5142655.46562624
26839329707518397.73229291-3585427.73229291
26935981517853509.61038446-4255358.61038446
27022960057560410.23107412-5264405.23107412
271220201810192852.8172810-7990834.81728102
272246177713296859.1276258-10835082.1276258
273245204211967014.5069362-9514972.50693619
274218514210475061.817281-8289919.817281
275119685029025639.817281022942862.18271898
2762039597210041130.369005110354841.6309949
277217569009467212.0321541912289687.9678458
2783002430011593832.532154218430467.4678458
279108113448222980.998820852588363.00117915
28018192027546482.26548752-5727280.26548752
28112768857881594.14357907-6604709.14357907
28229467017588494.76426873-4641793.76426873
283358745910220937.3504756-6633478.35047562
284283269113324943.6608205-10492252.6608205
285667480511995099.0401308-5320294.0401308
286386836210503146.3504756-6634784.35047562
28743029099053724.35047562-4750815.35047562
2882326522910069214.902199813196014.0978002
289223480029495296.565348812852705.4346512
2901188395311621917.0653488262035.934651208
29166349798251065.53201546-1616086.53201546
29229354937574566.79868212-4639073.79868212
29334256697909678.67677368-4484009.67677368
29411716117616579.29746334-6444968.29746334
295687587910249021.8836702-3373142.88367024
2961945190813353028.19401516098879.80598494
2971388593312023183.57332541862749.42667459
298764331710531230.8836702-2887913.88367023
299107979669081808.883670231716157.11632977
300729744510097299.4353944-2799854.43539437
30187397369523381.0985434-783645.098543405
3021245553711650001.5985434805535.401456598
303242911818279150.0652100716012030.9347899
30442151507602651.33187673-3387501.33187673
305286521767937763.2099683120714412.7900317
30668511727644663.83065795-793491.830657949
307374687110277106.4168648-6530235.41686484
308732786113381112.7272097-6053251.72720967
3091682971012051268.10652004778441.89347999
3101377859410559315.41686483219278.58313516
31164637179109893.41686484-2646176.41686484
312895686710125383.9685890-1168516.96858898
313212049159551465.6317380211653449.3682620
3141611585511678086.13173804437768.86826199
31525361138307234.59840468-5771121.59840468
316166457177630735.865071349014981.13492866
317170037307965847.74316299037882.2568371
318159690067672748.363852568296257.63614744
3193102042710305190.950059520715236.0499405
3202379889713409197.260404310389699.7395957
3212077032112079352.63971468690968.36028538
3224441040210587399.950059433823002.0499406
323270374919137977.9500594617899513.0499405
3242962777110153468.501783619474302.4982164
325181897929579550.164932638610241.83506737
326465461011706170.6649326-7051560.66493262
327123072018335319.131599293971881.86840071
328153005787658820.398265957641757.60173405
329106238647993932.276357512629931.72364249
33068801787700832.89704717-820654.897047168
3312994735710333275.483254119614081.5167459
3321861139913437281.79359895174117.20640111
3334243260412107437.172909230325166.8270908
3342020827810615484.48325419592793.51674594
335140043929166062.483254064838329.51674594
3362573776510181553.034978215556211.9650218
337167357389607634.698127237128103.30187277
3382245082511734255.198127210716569.8018728
33968808408363403.6647939-1482563.66479390
34085103797686904.93146056823474.068539437
34181824818022016.80955212160464.190447879
342109486837728917.430241783219765.56975822
343480527710361360.0164487-5556083.01644867
344258922913465366.3267935-10876137.3267935
345565840712135521.7061038-6477114.70610384
3461286261110643569.01644872219041.98355133
34756661889194147.01644867-3527959.01644867
348687555610209637.5681728-3334081.56817281
34970987669635719.23132184-2536953.23132184
3503608330911762339.731321824320969.2686782
351102003308391488.197988511808841.80201149
35277849767714989.4646551769986.5353448273


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
160.015883218386890.031766436773780.98411678161311
170.004854596280460670.009709192560921340.99514540371954
180.001783804013152960.003567608026305910.998216195986847
190.0003584152463361780.0007168304926723570.999641584753664
200.003165331833153650.00633066366630730.996834668166846
210.001330800897690860.002661601795381710.99866919910231
220.0004138736807458590.0008277473614917180.999586126319254
230.0003766677422846230.0007533354845692460.999623332257715
240.01025551747269900.02051103494539810.9897444825273
250.005820236076007020.01164047215201400.994179763923993
260.00292334931847830.00584669863695660.997076650681522
270.001367490029331710.002734980058663420.998632509970668
280.0006496228110755610.001299245622151120.999350377188924
290.001011705131845680.002023410263691350.998988294868154
300.0005132467630568170.001026493526113630.999486753236943
310.006983427760356090.01396685552071220.993016572239644
320.004136135315192750.00827227063038550.995863864684807
330.002528956351434170.005057912702868340.997471043648566
340.04585162614672740.09170325229345490.954148373853273
350.04852249332407180.09704498664814360.951477506675928
360.05513850554497710.1102770110899540.944861494455023
370.04443075302540630.08886150605081250.955569246974594
380.03224237977523210.06448475955046430.967757620224768
390.02425338089502830.04850676179005660.975746619104972
400.01653355121236410.03306710242472830.983466448787636
410.01588180289226150.03176360578452290.984118197107739
420.01214119263544530.02428238527089070.987858807364555
430.01452167137511320.02904334275022630.985478328624887
440.009930962811456860.01986192562291370.990069037188543
450.006958750112904960.01391750022580990.993041249887095
460.007453337574892310.01490667514978460.992546662425108
470.005461951375583800.01092390275116760.994538048624416
480.004454317048684170.008908634097368350.995545682951316
490.003117794072788820.006235588145577650.996882205927211
500.002327675213760170.004655350427520330.99767232478624
510.001523464305134690.003046928610269390.998476535694865
520.001009452811766320.002018905623532650.998990547188234
530.0006825073568427420.001365014713685480.999317492643157
540.0004719444107438930.0009438888214877860.999528055589256
550.000506268641988450.00101253728397690.999493731358012
560.0004985195564424450.000997039112884890.999501480443558
570.0003275317850016810.0006550635700033630.999672468214998
580.0002661763460364100.0005323526920728210.999733823653964
590.0001693752140912960.0003387504281825920.999830624785909
600.0001092411897150560.0002184823794301120.999890758810285
616.97359023324083e-050.0001394718046648170.999930264097668
624.36468688320212e-058.72937376640425e-050.999956353131168
632.67713844849663e-055.35427689699325e-050.999973228615515
641.60365918534053e-053.20731837068107e-050.999983963408147
659.49414831985527e-061.89882966397105e-050.99999050585168
666.43189594580559e-061.28637918916112e-050.999993568104054
673.91356342423766e-067.82712684847532e-060.999996086436576
682.76647632629689e-065.53295265259377e-060.999997233523674
691.67333391346356e-063.34666782692713e-060.999998326666087
701.13383787027788e-062.26767574055576e-060.99999886616213
716.6331946349114e-071.32663892698228e-060.999999336680537
724.10440019707597e-078.20880039415194e-070.99999958955998
732.52093276884468e-075.04186553768935e-070.999999747906723
741.46634010169291e-072.93268020338583e-070.99999985336599
758.83411318800762e-081.76682263760152e-070.999999911658868
764.91536870515685e-089.8307374103137e-080.999999950846313
772.73689360615719e-085.47378721231439e-080.999999972631064
781.47520003836273e-082.95040007672545e-080.999999985248
799.89940673058177e-091.97988134611635e-080.999999990100593
800.0001031377926010670.0002062755852021340.999896862207399
817.16528714755466e-050.0001433057429510930.999928347128525
820.000101053960463580.000202107920927160.999898946039536
830.1649396915226350.329879383045270.835060308477365
840.1537833635862530.3075667271725070.846216636413747
850.1503874450342240.3007748900684490.849612554965776
860.5302072791145160.9395854417709690.469792720885484
870.5798101583952760.8403796832094480.420189841604724
880.7128400213750050.5743199572499910.287159978624995
890.6825547611968930.6348904776062150.317445238803107
900.7398381604701730.5203236790596540.260161839529827
910.7211430737857290.5577138524285420.278856926214271
920.8305352544698570.3389294910602860.169464745530143
930.9925418100440180.01491637991196350.00745818995598176
940.9910474949112860.01790501017742740.00895250508871372
950.9922558598749580.01548828025008350.00774414012504176
960.9918674615291970.01626507694160660.00813253847080328
970.9898494571751920.02030108564961650.0101505428248083
980.9887649576405080.02247008471898390.0112350423594919
990.988072920938170.02385415812366030.0119270790618301
1000.9869823858008480.02603522839830360.0130176141991518
1010.985914073515990.02817185296801850.0140859264840092
1020.9862999934145040.02740001317099230.0137000065854961
1030.9863899782718220.02722004345635570.0136100217281779
1040.984740792891730.03051841421654110.0152592071082705
1050.98390723040340.03218553919319980.0160927695965999
1060.9808248108998820.03835037820023540.0191751891001177
1070.9797623864745690.04047522705086280.0202376135254314
1080.9756294824510140.04874103509797130.0243705175489856
1090.9888137222707420.02237255545851580.0111862777292579
1100.9877583115411740.02448337691765140.0122416884588257
1110.9859676941290230.02806461174195320.0140323058709766
1120.9835093512086640.03298129758267160.0164906487913358
1130.9802578878386320.03948422432273640.0197421121613682
1140.9771308123406190.0457383753187630.0228691876593815
1150.9750869212692460.04982615746150740.0249130787307537
1160.9740950690620360.05180986187592860.0259049309379643
1170.9950330687513140.009933862497372780.00496693124868639
1180.9968748634603090.006250273079382570.00312513653969129
1190.996540619395290.00691876120942140.0034593806047107
1200.99584805549460.008303889010801150.00415194450540057
1210.9952543717858440.009491256428312580.00474562821415629
1220.9992963181244680.001407363751064090.000703681875532045
1230.9999996093019747.81396051238905e-073.90698025619452e-07
1240.9999998233722633.5325547421055e-071.76627737105275e-07
1250.9999999255704941.48859012839333e-077.44295064196666e-08
1260.9999999180100741.63979851465902e-078.1989925732951e-08
1270.9999999754440044.91119913436722e-082.45559956718361e-08
1280.9999999847295563.05408888506788e-081.52704444253394e-08
1290.9999999916663171.66673666291877e-088.33368331459385e-09
1300.9999999922793781.54412444842755e-087.72062224213773e-09
1310.999999995875718.2485809239611e-094.12429046198055e-09
1320.99999999561728.76559981183307e-094.38279990591653e-09
1330.999999995494219.0115817732468e-094.5057908866234e-09
1340.9999999966977376.60452551818724e-093.30226275909362e-09
1350.9999999967578156.48436932331563e-093.24218466165782e-09
1360.9999999969358366.12832890962384e-093.06416445481192e-09
1370.9999999965312916.93741776078539e-093.46870888039269e-09
1380.9999999964826327.0347354169591e-093.51736770847955e-09
1390.999999996715816.56838235946081e-093.28419117973040e-09
1400.9999999982169573.56608683333484e-091.78304341666742e-09
1410.9999999986342952.73141031671004e-091.36570515835502e-09
1420.9999999985762072.8475857573773e-091.42379287868865e-09
1430.9999999985731762.85364770459304e-091.42682385229652e-09
1440.9999999993064641.38707116128452e-096.93535580642258e-10
1450.9999999991407161.71856840693340e-098.59284203466699e-10
1460.999999999106761.78648239646562e-098.9324119823281e-10
1470.9999999991041951.79161008524133e-098.95805042620664e-10
1480.9999999990194931.96101386514190e-099.80506932570948e-10
1490.9999999988135282.37294415362186e-091.18647207681093e-09
1500.999999998618512.76297906581062e-091.38148953290531e-09
1510.9999999984621423.07571640048833e-091.53785820024416e-09
1520.9999999987878732.42425316143951e-091.21212658071975e-09
1530.9999999988332042.33359304027985e-091.16679652013993e-09
1540.999999998603762.79248092937063e-091.39624046468532e-09
1550.9999999985176362.96472732404109e-091.48236366202054e-09
1560.999999998055583.88884006673210e-091.94442003336605e-09
1570.99999999730775.38459854304218e-092.69229927152109e-09
1580.9999999965039296.99214262052058e-093.49607131026029e-09
1590.9999999957665138.46697392041763e-094.23348696020882e-09
1600.9999999947545961.04908073158414e-085.24540365792068e-09
1610.999999992908651.41826978841120e-087.09134894205602e-09
1620.9999999906567131.86865733007625e-089.34328665038125e-09
1630.9999999887574262.24851486138346e-081.12425743069173e-08
1640.9999999870052952.59894100833799e-081.29947050416900e-08
1650.9999999847071083.05857842157342e-081.52928921078671e-08
1660.9999999817745523.64508952070833e-081.82254476035416e-08
1670.9999999770675294.58649426413895e-082.29324713206947e-08
1680.9999999705335045.89329926131159e-082.94664963065579e-08
1690.9999999588535288.22929434407132e-084.11464717203566e-08
1700.9999999442196861.11560627771391e-075.57803138856954e-08
1710.9999999262968181.47406364885288e-077.37031824426438e-08
1720.9999999116318371.76736326577910e-078.83681632889548e-08
1730.9999998807626032.38474793950637e-071.19237396975318e-07
1740.999999891784392.16431219230623e-071.08215609615311e-07
1750.9999998605374132.78925173473663e-071.39462586736831e-07
1760.9999998385195533.22960894476854e-071.61480447238427e-07
1770.9999998024285383.95142923022107e-071.97571461511054e-07
1780.9999997345984755.3080304905395e-072.65401524526975e-07
1790.9999996505836246.98832752621545e-073.49416376310772e-07
1800.9999994998950541.00020989132123e-065.00104945660615e-07
1810.9999992852030811.42959383787226e-067.1479691893613e-07
1820.9999990951305141.80973897256172e-069.04869486280862e-07
1830.9999988239412652.35211746918318e-061.17605873459159e-06
1840.9999985764346992.84713060289514e-061.42356530144757e-06
1850.9999981949055083.61018898425374e-061.80509449212687e-06
1860.9999991582365271.68352694584028e-068.41763472920138e-07
1870.9999989043069872.19138602582271e-061.09569301291135e-06
1880.9999985968705922.80625881631688e-061.40312940815844e-06
1890.9999981842653183.631469364247e-061.8157346821235e-06
1900.999997539024114.92195178096673e-062.46097589048336e-06
1910.9999968595879356.28082413058395e-063.14041206529197e-06
1920.9999955870733928.825853216485e-064.4129266082425e-06
1930.9999939668547971.20662904049958e-056.03314520249788e-06
1940.9999918684058561.62631882883661e-058.13159414418303e-06
1950.9999894764423672.10471152659688e-051.05235576329844e-05
1960.999986345356542.73092869213539e-051.36546434606769e-05
1970.9999819872889443.60254221127826e-051.80127110563913e-05
1980.9999803589380333.9282123934636e-051.9641061967318e-05
1990.9999795031306814.09937386373631e-052.04968693186815e-05
2000.9999738625888045.22748223916917e-052.61374111958459e-05
2010.9999662922580346.74154839314904e-053.37077419657452e-05
2020.9999551957599448.96084801126306e-054.48042400563153e-05
2030.999941716455590.0001165670888227215.82835444113603e-05
2040.9999204870775580.0001590258448848697.95129224424343e-05
2050.9998920782205560.0002158435588870970.000107921779443548
2060.999860949975930.0002781000481381040.000139050024069052
2070.9998194134998630.0003611730002734860.000180586500136743
2080.999774865279280.0004502694414399280.000225134720719964
2090.9997058771096970.0005882457806067050.000294122890303353
2100.9996319769199940.0007360461600111480.000368023080005574
2110.9995351746927660.0009296506144679830.000464825307233992
2120.9999982020678233.59586435494677e-061.79793217747339e-06
2130.999997515783814.96843237834947e-062.48421618917473e-06
2140.999996492381517.01523698110737e-063.50761849055368e-06
2150.9999952159732379.56805352683289e-064.78402676341644e-06
2160.9999930728631031.38542737934327e-056.92713689671636e-06
2170.999990095100461.98097990800220e-059.90489954001102e-06
2180.9999864180374152.71639251696131e-051.35819625848065e-05
2190.9999827924629063.44150741883375e-051.72075370941687e-05
2200.9999781129950444.37740099118388e-052.18870049559194e-05
2210.9999698235701766.03528596484567e-053.01764298242283e-05
2220.9999629744298577.40511402851457e-053.70255701425729e-05
2230.9999518761082259.62477835497425e-054.81238917748713e-05
2240.9999410536240990.0001178927518028485.89463759014241e-05
2250.9999223200631560.0001553598736885457.76799368442727e-05
2260.9998930881130270.0002138237739462230.000106911886973111
2270.9998564285407160.0002871429185674650.000143571459283733
2280.9998047585351750.0003904829296501420.000195241464825071
2290.9997341253574480.0005317492851041250.000265874642552063
2300.9996532552552840.0006934894894312320.000346744744715616
2310.9995399264865440.0009201470269124150.000460073513456207
2320.9994040772072570.001191845585486920.000595922792743462
2330.9992579601649260.001484079670147460.00074203983507373
2340.9991077375939150.001784524812169500.000892262406084751
2350.9988374047925470.002325190414905370.00116259520745268
2360.9985781237469950.002843752506010910.00142187625300546
2370.9981906075003160.003618784999368710.00180939249968435
2380.9977072016733420.00458559665331550.00229279832665775
2390.9970382250513580.005923549897284970.00296177494864248
2400.996173279911210.00765344017758090.00382672008879045
2410.9951771624326440.009645675134711520.00482283756735576
2420.994214623938420.01157075212316050.00578537606158024
2430.9926556345403450.01468873091931010.00734436545965506
2440.9909179922203260.01816401555934750.00908200777967375
2450.9885755533104480.02284889337910460.0114244466895523
2460.9859056371853120.02818872562937630.0140943628146882
2470.982480642010630.03503871597874050.0175193579893703
2480.979127684022170.04174463195566060.0208723159778303
2490.9741880068949550.05162398621009060.0258119931050453
2500.9683667445079820.0632665109840360.031633255492018
2510.9616023214574630.07679535708507410.0383976785425370
2520.9562044484917840.08759110301643140.0437955515082157
2530.9474597616532540.1050804766934930.0525402383467463
2540.9379396588609950.1241206822780100.0620603411390052
2550.9260394643833240.1479210712333520.0739605356166758
2560.9141331196134270.1717337607731460.085866880386573
2570.8987241550583220.2025516898833550.101275844941678
2580.8821423259837720.2357153480324560.117857674016228
2590.8664196516193170.2671606967613670.133580348380683
2600.8485388826870480.3029222346259030.151461117312952
2610.8344780766028380.3310438467943230.165521923397162
2620.8170228058581630.3659543882836740.182977194141837
2630.7937061126992250.412587774601550.206293887300775
2640.7775983958343570.4448032083312860.222401604165643
2650.7592906172700150.481418765459970.240709382729985
2660.7661276227126010.4677447545747980.233872377287399
2670.7371550628391720.5256898743216560.262844937160828
2680.7050428237182940.5899143525634130.294957176281706
2690.6741846768370940.6516306463258110.325815323162906
2700.6389280063403640.7221439873192730.361071993659637
2710.6156792411869360.7686415176261290.384320758813064
2720.5917399857159640.8165200285680720.408260014284036
2730.5915570738410040.8168858523179920.408442926158996
2740.5916641695470420.8166716609059170.408335830452958
2750.5610849697562970.8778300604874070.438915030243703
2760.5547609193496170.8904781613007670.445239080650383
2770.5656192524653870.8687614950692260.434380747534613
2780.646476892313490.7070462153730210.353523107686511
2790.6179742513909260.7640514972181480.382025748609074
2800.5807216666962250.838556666607550.419278333303775
2810.56078684047660.87842631904680.4392131595234
2820.5206891010745320.9586217978509350.479310898925468
2830.499056797259580.998113594519160.50094320274042
2840.4809944727835150.961988945567030.519005527216485
2850.471284891214190.942569782428380.52871510878581
2860.4846888926564030.9693777853128060.515311107343597
2870.4559225615439720.9118451230879440.544077438456028
2880.4615670530347520.9231341060695040.538432946965248
2890.4702129151035230.9404258302070460.529787084896477
2900.4336278202861610.8672556405723230.566372179713839
2910.3928365327869110.7856730655738220.607163467213089
2920.3597709214434740.7195418428869480.640229078556526
2930.3537292598720720.7074585197441450.646270740127928
2940.3308337890602870.6616675781205750.669166210939713
2950.3173178787427940.6346357574855890.682682121257206
2960.2940623262364480.5881246524728970.705937673763552
2970.2707740760792600.5415481521585200.72922592392074
2980.2930288048160390.5860576096320790.706971195183961
2990.2582620933562790.5165241867125590.74173790664372
3000.2546415169689880.5092830339379760.745358483031012
3010.2373394426377890.4746788852755780.762660557362211
3020.2254170308324560.4508340616649130.774582969167544
3030.2529171963958060.5058343927916120.747082803604194
3040.2399296795560940.4798593591121870.760070320443906
3050.2830848653233170.5661697306466350.716915134676683
3060.2505245667279300.5010491334558610.74947543327207
3070.3212544006359450.6425088012718910.678745599364055
3080.3099175161092120.6198350322184240.690082483890788
3090.2963309399067810.5926618798135620.703669060093219
3100.3379929575032500.6759859150064990.66200704249675
3110.3617700771321520.7235401542643040.638229922867848
3120.4392352953972050.878470590794410.560764704602795
3130.3939298292239540.787859658447910.606070170776046
3140.4109120507398460.8218241014796920.589087949260154
3150.4766337226599170.9532674453198330.523366277340083
3160.434426074014370.868852148028740.56557392598563
3170.3806120398443560.7612240796887120.619387960155644
3180.3280079258814720.6560158517629440.671992074118528
3190.299808564342180.599617128684360.70019143565782
3200.2570277084846440.5140554169692890.742972291515356
3210.2515477324213170.5030954648426330.748452267578683
3220.3630018290893450.726003658178690.636998170910655
3230.3481531144195670.6963062288391340.651846885580433
3240.3153052306140960.6306104612281920.684694769385904
3250.254428376799990.508856753599980.74557162320001
3260.6471424903795770.7057150192408470.352857509620423
3270.5952795148561380.8094409702877250.404720485143862
3280.5252971304296970.9494057391406050.474702869570303
3290.451963806958880.903927613917760.54803619304112
3300.4398415000282880.8796830000565760.560158499971712
3310.4550100084554910.9100200169109820.544989991544509
3320.3761200011200690.7522400022401370.623879998879931
3330.8041204469751920.3917591060496150.195879553024808
3340.7041498414941640.5917003170116730.295850158505836
3350.5844604760172590.8310790479654820.415539523982741
3360.7326132997611110.5347734004777780.267386700238889


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1740.542056074766355NOK
5% type I error level2170.67601246105919NOK
10% type I error level2260.70404984423676NOK