Multiple Linear Regression - Estimated Regression Equation
1[t] = -3391.17858864606 + 105.872732288592`2`[t] -0.0129238160950211`3`[t] + 0.00883702507798882`4`[t] + 3.86197934402415t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)-3391.17858864606954.239242-3.55380.0004220.000211
`2`105.8727322885925.25080520.163100
`3`-0.01292381609502110.008774-1.47290.141520.07076
`4`0.008837025077988820.00087310.122300
t3.861979344024152.3017961.67780.0941170.047059


Multiple Linear Regression - Regression Statistics
Multiple R0.903346438799689
R-squared0.81603478849208
Adjusted R-squared0.814307415614072
F-TEST (value)472.413801838101
F-TEST (DF numerator)4
F-TEST (DF denominator)426
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation5093.25888789658
Sum Squared Residuals11050987878.2326


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1162556134813.23295084127742.7670491594
22979080752.2854491019-50962.2854491019
38755074597.139736644312952.8602633557
48473844246.270571662140491.7294283379
55466041516.546592254813143.4534077452
64263426787.764947830715846.2350521693
74094935170.71492156175778.28507843833
84518738897.68408534756289.31591465253
93770428693.97144015189010.02855984822
101627522444.0383162244-6169.0383162244
112583013971.590399197711858.4096008023
121267917654.4902977426-4975.49029774255
131801450707.1192229822-32693.1192229822
144355618363.942689146325192.0573108537
152481133289.4693440706-8478.46934407064
16657510851.5840712748-4276.5840712748
1771239394.59440010815-2271.59440010815
182195030829.8823978998-8879.88239789984
193759729736.90597552537860.09402447472
201782128353.0489733869-10532.0489733869
211298810929.73354366002058.26645634003
22223309047.6124798099813282.3875201900
231332611669.97612937071656.02387062927
241618929069.3358525902-12880.3358525902
2571466393.89351001315752.106489986849
26158246989.053454139988834.94654586002
272766426544.18116005121119.81883994883
28119205894.979684605946025.02031539406
2985686856.757652601141711.24234739886
301441614683.1538359888-267.153835988804
3133694441.538372056-1072.53837205600
32118197847.55925954023971.4407404598
3369846481.75408452118502.245915478825
3445195149.59878364938-630.598783649385
352220-191.5409405374672411.54094053747
361856221104.5370203265-2542.53702032647
37103279099.652535949091227.34746405091
3853369935.21698343846-4599.21698343846
3923657934.10848679435-5569.10848679435
40406911433.9934372727-7364.99343727273
41863619266.5877796455-10630.5877796455
42137184509.114379773729208.88562022628
4345259419.13208099745-4894.13208099745
4468697934.66137660965-1065.66137660965
4546283441.975135868261186.02486413174
4636891452.003427500032236.99657249997
4748912533.852084013842357.14791598616
48748914606.2960683665-7117.29606836654
4949015508.51553690459-607.515536904591
5022841874.02359977279409.976400227208
5131609626.88538503357-6466.88538503357
52415014047.5398998944-9897.53989989445
5372858983.85836315689-1698.85836315689
5411346254.97952958969-5120.97952958969
5546588932.60662872239-4274.60662872239
5623847772.02711600479-5388.02711600479
5737482583.391086356391164.60891364361
5853714618.33528009038752.664719909623
5912853966.8401400127-2681.84014001270
6093278136.041123026241190.95887697376
6155654537.761841783461027.23815821654
621528751.120585945018776.879414054982
6331221938.057835400011183.94216459999
6475617162.30651797259398.693482027411
6526754952.96965096952-2277.96965096952
661325325425.4446523027-12172.4446523027
67880-280.0906716284961160.09067162850
6820533741.55933130812-1688.55933130812
6914246222.8690658604-4798.8690658604
7040368337.31837552158-4301.31837552158
7130453503.14303517675-458.143035176745
7251193750.549812202351368.45018779765
7314311961.19405968852-530.19405968852
74554-298.647410830782852.647410830782
7519752448.04134229305-473.041342293046
761765199.8765262956991565.1234737043
7710121745.97704827555-733.977048275554
78810-789.6374984209541599.63749842095
7912804282.03919330997-3002.03919330997
80666-226.052746273067892.052746273067
8113802273.68077819962-893.68077819962
8246776515.31463039572-1838.31463039572
838761745.27451465866-869.274514658662
84814676.94241538396137.057584616040
85514533.699990905852-19.6999909058520
8656926467.65951310254-775.659513102544
87364210415.9459400951-6773.94594009508
88540111.782911467186428.217088532814
8920993066.41364022259-967.413640222591
90567515.9711594366651.0288405633401
9120013012.77829760544-1011.77829760544
9229493472.50320206677-523.503202066771
9322537343.94694905428-5090.94694905428
9465331626.086597870624906.91340212938
9518894212.63509804343-2323.63509804343
9630552705.51821116006349.481788839945
97272268.0349039306383.96509606936206
9814141330.4936800332583.5063199667511
992564887.1036937627041676.89630623730
1001383-189.2012258478481572.20122584785
10112612014.88533597403-753.88533597403
102975-77.84333075625161052.84333075625
10333664072.0608089018-706.0608089018
104576-837.3061440253281413.30614402533
10516862344.62019145786-658.620191457862
1067461546.66027416939-800.660274169394
10731922438.77408476474753.225915235263
10820451969.0194082737475.9805917262602
10957023538.876820781852163.12317921815
1101932416.6045985115051515.39540148850
1119362101.96173812314-1165.96173812314
11234371315.133545553662121.86645444634
11351313172.514794803091958.48520519691
114239727.24535037469202369.75464962531
1151389285.5067834102851103.49321658972
11615033069.13633041819-1566.13633041819
117402-250.282041477118652.282041477118
11822391633.20989558677605.790104413229
1192234-871.6982669869413105.69826698694
1208371293.59026190421-456.590261904206
121105798706.406677041661872.59332295834
122875438.600743491664436.399256508336
123158510883.1756247143-9298.17562471425
12416592589.36757418807-930.367574188073
12526471198.221169548861448.77883045114
1263294469.8048169845722824.19518301543
1270-898.420356148578898.420356148578
12894155.740547265376-61.7405472653759
1294221604.01715211042-1182.01715211042
1300-886.834418116505886.834418116505
13134-149.775794058879183.775794058879
13215582311.19987691404-753.199876914037
1330-875.248480084433875.248480084433
134431221.51684619594-1178.51684619594
135645-473.2399601247681118.23996012477
136316-440.671528741495756.671528741495
137115227.151740905961-112.151740905961
1385-754.422504439167759.422504439167
139897-432.7125655773401329.71256557734
1400-848.214624676264848.214624676264
141389114.471130760598274.528869239402
1420-840.490665988216840.490665988216
1431002230.710852816407771.289147183593
14436-407.512512760924443.512512760924
145460852.536824530565-392.536824530565
146309159.787775597744149.212224402256
1470-821.180769268095821.180769268095
1489-81.168853610502590.1688536105025
149271-514.49874550819785.49874550819
15014-809.028279336388823.028279336388
151520-247.574031655835767.574031655835
15217663988.66571560633-2222.66571560633
1530-268.645231760989268.645231760989
154458-181.626589869485639.626589869485
15520-582.54986023296602.54986023296
1560-786.422955171878786.422955171878
1570-782.560975827854782.560975827854
15898-578.177401911041676.177401911041
159405-61.1136399424465466.113639942447
1600-770.975037795782770.975037795782
1610-767.113058451757767.113058451757
1620-763.251079107733763.251079107733
1630-759.389099763709759.389099763709
164483-96.3625866806265579.362586680626
1654541639.85414529920-1185.85414529920
16647-646.331267931881693.331267931881
1670-743.941182387613743.941182387613
1687571954.90243042647-1197.90243042647
16946555318.22473896553-663.224738965528
1700-732.35524435554732.35524435554
1710-728.493265011516728.493265011516
17236-444.149080017383480.149080017383
1730-720.769306323467720.769306323467
174203169.09270256306433.9072974369365
1750-713.04534763542713.04534763542
176126136.288871687416-10.2888716874161
17740011239.6247256737-10839.6247256737
17871-694.748233043643765.748233043643
1790-697.597430259323697.597430259323
1800-693.735450915298693.735450915298
1819721568.98595982516-596.985959825159
182531467.24579171904063.7542082809596
18324612018.71616568775442.283834312246
184378712.76203259428-334.76203259428
18523-173.849547681346196.849547681346
186638656.123973097158-18.1239730971579
18723002039.26489595224260.735104047759
188149-62.7738108527951211.773810852795
189226-403.04808391859629.04808391859
1900-655.115657475057655.115657475057
191275135.359092912470139.640907087530
1920-647.391698787009647.391698787009
19314185.695015579599855.3049844204002
1940-639.66774009896639.66774009896
19528-317.662808901292345.662808901292
1960-631.943781410912631.943781410912
19749808945.196615886-3965.19661588599
1980-624.219822722864624.219822722864
1990-620.35784337884620.35784337884
200472740.659414015815-268.659414015815
2010-612.633884690791612.633884690791
2020-608.771905346767608.771905346767
2030-604.909926002743604.909926002743
204203670.165173628171-467.165173628171
205496417.85376115681378.1462388431867
20610-69.208323957207879.2083239572078
20763-413.69660431043476.69660431043
2080-585.600029282623585.600029282623
20911362578.09342731872-1442.09342731872
210265-334.771669186399599.771669186399
2110-574.01409125055574.01409125055
2120-570.152111906526570.152111906526
213267767.833967304474-500.833967304474
214474246.800655902488227.199344097512
215534-150.037151236720684.03715123672
2160-342.958729953244342.958729953244
2171585.6814386826218-70.6814386826218
218397215.905283652537181.094716347463
2190-331.372791921172331.372791921172
22018662544.69894159046-678.698941590465
221288-380.526557124839668.526557124839
2220-531.532318466285531.532318466285
2233-421.743045531604424.743045531604
2244681565.19990226756-1097.19990226756
22520-413.440115598409433.440115598409
2262781800.22846156412-1522.22846156412
22761433.306275061513-372.306275061513
2280-508.36044240214508.36044240214
229192-378.50729787201570.50729787201
2300-500.636483714092500.636483714092
23131755.6414509256324261.358549074368
232738512.928867938907225.071132061093
2330-489.050545682019489.050545682019
234368771.30269236835-403.302692368349
2350-481.326586993971481.326586993971
2362-476.816293736787478.816293736787
2370-473.602628305923473.602628305923
23853173.940171898118-120.940171898118
2390-465.878669617874465.878669617874
2400-462.01669027385462.01669027385
2410-458.154710929826458.154710929826
24294-166.976480540264260.976480540264
2430-450.430752241778450.430752241778
24424308.468750685144-284.468750685144
2452332-305.9527586457042637.95275864570
2460-438.844814209705438.844814209705
2470-434.982834865681434.982834865681
2481311086.43158962242-955.431589622415
2490-427.258876177632427.258876177632
2500-423.396896833608423.396896833608
251206466.611959184178-260.611959184178
2520-415.672938145561415.672938145561
253167-422.703426326324589.703426326324
2546223359.17729519128-2737.17729519128
25523284800.12224683358-2472.12224683358
2560-400.225020769464400.225020769464
257365369.565113601433-4.56511360143304
2583642378.92400172957-2014.92400172957
2590-388.639082737392388.639082737392
2600-384.777103393368384.777103393368
2610-380.915124049343380.915124049343
2620-377.053144705319377.053144705319
2632261098.87055135073-872.87055135073
264307859.961820737435-552.961820737435
2650-365.467206673246365.467206673246
2660-361.605227329223361.605227329223
2670-357.743247985199357.743247985199
268188961.584746518641-773.584746518641
2690-350.01928929715350.01928929715
2701382430.71165678480-2292.71165678480
2710-342.295330609102342.295330609102
2720-338.433351265077338.433351265077
2730-334.571371921053334.571371921053
2741251634.09751037191-1509.09751037191
2750-326.847413233005326.847413233005
276282966.071752359105-684.071752359105
2773352115.64179532571-1780.64179532571
2780-315.261475200933315.261475200933
27913242464.04696304294-1140.04696304294
280176401.978933517851-225.978933517851
2810-303.675537168861303.675537168861
2820-299.813557824836299.813557824836
2832492491.66404213377-2242.66404213377
2840-292.089599136788292.089599136788
285333675.101433408086-342.101433408086
2860-284.36564044874284.36564044874
287601282.705806386942318.294193613058
2883047.8714929411572-17.8714929411572
2890-272.779702416667272.779702416667
290249990.154918824328-741.154918824328
2910-265.055743728619265.055743728619
2921651068.43510680495-903.43510680495
2934531937.50755244338-1484.50755244338
2940-253.469805696546253.469805696546
29553710.183956986162-657.183956986162
296382950.742312093163-568.742312093163
2970-241.883867664475241.883867664475
2980-238.021888320451238.021888320451
2990-234.159908976426234.159908976426
3000722.556660964928-722.556660964928
30130176.464073637757-146.464073637757
302290-217.385422101059507.385422101059
3030-112.839259311735112.839259311735
3040-214.850012256305214.850012256305
3053661513.84050060681-1147.84050060681
30621063.27659500452-1061.27659500452
3070-203.264074224233203.264074224233
3082091780.77943152767-1571.77943152767
3093841633.32494410315-1249.32494410315
3100-191.678136192160191.678136192160
3110-187.816156848136187.816156848136
3123653137.84312627411-2772.84312627411
3130-180.092198160088180.092198160088
314491320.99012190409-1271.99012190409
3153676.522761298327-673.522761298327
316133399.539166707395-266.539166707395
31732-158.860249834879190.860249834879
3183681789.71689813996-1421.71689813996
3191372.38556696249-371.38556696249
3200-153.058342751919153.058342751919
3210-149.196363407895149.196363407895
3220-145.334384063871145.334384063871
3230-141.472404719847141.472404719847
3240-137.610425375822137.610425375822
3250-133.748446031798133.748446031798
32622-49.472540205821871.4725402058218
3270-126.024487343750126.024487343750
3280-122.162507999726122.162507999726
3290-118.300528655702118.300528655702
3300-114.438549311678114.438549311678
3310-110.576569967653110.576569967653
3320-106.714590623629106.714590623629
3330-102.852611279605102.852611279605
33496314.317390103432-218.317390103432
335110.7243091849953-9.72430918499526
336314332.144722681135-18.1447226811351
3378441857.36737004327-1013.36737004327
3380-83.542714559484983.5427145594849
3392610.661867823427015.3381321765730
3401251016.13567381495-891.135673814955
341304994.477251993814-690.477251993814
3420-68.094797183387568.0947971833875
3430-64.232817839363664.2328178393636
3440-60.370838495339760.3708384953397
3456211256.88169394479-635.881693944791
3460-52.64687980729152.646879807291
347119186.117545299031-67.1175452990306
3480-44.922921119243344.9229211192433
3490-41.060941775218541.0609417752185
35015951056.77925349082538.220746509175
351312340.956104540384-28.9561045403843
35260694.650820195808-634.650820195808
3535871138.84285337347-551.842853373465
35413556.399835244446278.6001647555538
3550-17.889065711074217.8890657110742
3560-14.027086367050314.0270863670503
3575141406.36326012554-892.363260125545
3580-6.303127679001596.30312767900159
3590-2.441148334977702.44114833497770
36001.42083100904620-1.42083100904620
3611428.906958326655-427.906958326655
36209.1447896970949-9.1447896970949
363013.0067690411188-13.0067690411188
36417632907.68428965275-1144.68428965275
365180996.497706018052-816.497706018052
366024.5927070731914-24.5927070731914
367028.4546864172153-28.4546864172153
368032.3166657612401-32.3166657612401
369036.178645105264-36.178645105264
370218782.678555807925-564.678555807925
371043.9026037933118-43.9026037933118
372448871.537469618135-423.537469618135
373227774.803157137359-547.803157137359
374174249.811721181098-75.8117211810982
375059.3505211694091-59.3505211694091
376063.212500513433-63.212500513433
3771211113.545635925-992.545635925
378607877.221643535415-270.221643535415
37922121173.150981881131038.84901811887
380078.6604178895295-78.6604178895295
381082.5223972335534-82.5223972335534
3825301844.68063868027-1314.68063868027
3835711512.02078980017-941.020789800174
384094.108335265626-94.108335265626
385781360.08614510669-1282.08614510669
38624892397.8848447056991.1151552943088
387131540.312451594871-409.312451594871
388923715.888247128215207.111752871785
38972424.858578292874-352.858578292874
390572926.083199250837-354.083199250837
3913971215.54193274741-818.541932747414
392450572.861476289156-122.861476289156
393622512.431175305197109.568824694803
3946941135.05919825183-441.059198251834
3953425515.3881308669352909.61186913306
396562735.737927037281-173.737927037281
39749172365.339758892722551.66024110728
398144225758.4282770896-24316.4282770896
399529683.482048280749-154.482048280749
40021264260.98567149517-2134.98567149517
4011061253.745368870727807.254631129273
4027761125.41430681182-349.414306811823
403611659.355455194269-48.3554551942689
40415261961.55050090240-435.550500902405
405592530.37308132178861.6269186782124
40611821317.51788485871-135.517884858709
4076211268.10639888040-647.106398880397
4089891384.74146132617-395.74146132617
4094381021.79042664365-583.79042664365
410726-345.5960394524111071.59603945241
41113036062.31407203259-4759.31407203259
41274192141.687519516655277.31248048335
41311641434.93075206088-270.930752060882
41433104584.48424021938-1274.48424021938
4151920-188.5872839684552108.58728396846
416965-716.9958127178821681.99581271788
41732563796.84941682896-540.84941682896
41811352102.56723400335-967.567234003349
41912702306.4609260004-1036.4609260004
420661-336.523489098692997.523489098692
4211013-321.204129005271334.20412900527
42228447262.62998886578-4418.62998886578
423115284893.946481483726634.05351851628
4246526-730.2001014547137256.20010145471
42522642064.53026920289199.469730797105
42651097972.36127104056-2863.36127104056
4273999196.6607169949743802.33928300503
4283562424768.623156981010855.3768430190
42992522866.478192658166385.52180734184
430152369666.656679540855569.34332045915
431180735162.5781683954412910.4218316046


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
811.71075369330065e-258.55376846650326e-26
916.65416218898276e-363.32708109449138e-36
1018.69259080806658e-384.34629540403329e-38
1112.08590613500832e-391.04295306750416e-39
1211.36221272352972e-386.8110636176486e-39
1311.39768124033521e-556.98840620167605e-56
1412.29520069022906e-781.14760034511453e-78
1513.31776783580989e-791.65888391790495e-79
1612.2762758732359e-791.13813793661795e-79
1712.03683996329001e-811.01841998164500e-81
1811.02941323699276e-805.14706618496378e-81
1914.01420163373768e-922.00710081686884e-92
2014.59767537538771e-932.29883768769385e-93
2112.93777994310743e-981.46888997155371e-98
2216.77510752593266e-1123.38755376296633e-112
2312.75499426433101e-1121.37749713216550e-112
2418.04676329947166e-1144.02338164973583e-114
2511.67668804264253e-1138.38344021321265e-114
2611.10103186060233e-1205.50515930301165e-121
2713.54734330836972e-1241.77367165418486e-124
2811.36257347597617e-1266.81286737988084e-127
2911.51088223974341e-1287.55441119871706e-129
3015.40104790102132e-1292.70052395051066e-129
3111.50644825597067e-1287.53224127985335e-129
3219.51944031249053e-1314.75972015624526e-131
3318.0603142973503e-1324.03015714867515e-132
3412.02481067625512e-1311.01240533812756e-131
3511.33000140189837e-1306.65000700949187e-131
3616.62815428236406e-1313.31407714118203e-131
3715.14043538719526e-1332.57021769359763e-133
3811.51033404044185e-1327.55167020220924e-133
3914.87018002710353e-1322.43509001355176e-132
4011.85005755973265e-1329.25028779866323e-133
4112.27221546025801e-1331.13610773012901e-133
4211.71704339260647e-1398.58521696303237e-140
4311.35352581272360e-1386.76762906361798e-139
4416.8276905726677e-1383.41384528633385e-138
4517.03982473730426e-1383.51991236865213e-138
4611.01102698077854e-1375.05513490389272e-138
4715.01024389983059e-1372.50512194991529e-137
4811.97864862110092e-1369.8932431055046e-137
4916.2356956379245e-1363.11784781896225e-136
5012.27719601033147e-1351.13859800516574e-135
5111.41809772790906e-1347.09048863954528e-135
5211.29809425528781e-1346.49047127643906e-135
5316.9805349421606e-1343.4902674710803e-134
5413.26318598872557e-1331.63159299436279e-133
5511.52439552748792e-1337.62197763743962e-134
5617.38787436223115e-1333.69393718111557e-133
5718.62667683866604e-1364.31333841933302e-136
5814.4487294303251e-1362.22436471516255e-136
5911.41838084774040e-1357.09190423870199e-136
6013.25000205681327e-1361.62500102840663e-136
6115.0292960444031e-1372.51464802220155e-137
6218.90779980124935e-1374.45389990062468e-137
6311.34469718623461e-1366.72348593117306e-137
6411.51383306030867e-1367.56916530154333e-137
6519.37430983295745e-1364.68715491647873e-136
6616.0393028360724e-1363.0196514180362e-136
6711.94932491438896e-1359.74662457194478e-136
6811.10767315430347e-1345.53836577151735e-135
6919.43803980596961e-1354.71901990298481e-135
7015.8089940085048e-1342.9044970042524e-134
7112.42883272254701e-1331.21441636127351e-133
7214.72188111132785e-1342.36094055566393e-134
7311.51980714567322e-1337.59903572836608e-134
7416.11689834150925e-1333.05844917075462e-133
7513.08255011428445e-1321.54127505714222e-132
7611.09541069932975e-1315.47705349664873e-132
7714.73258198660654e-1312.36629099330327e-131
7811.56672157654763e-1307.83360788273813e-131
7915.3130579017876e-1302.6565289508938e-130
8011.97474292994672e-1299.87371464973362e-130
8111.05568980174153e-1285.27844900870765e-129
8214.54385620225638e-1282.27192810112819e-128
8317.9758494461618e-1283.9879247230809e-128
8413.55034372780543e-1271.77517186390272e-127
8511.71231117787771e-1268.56155588938857e-127
8614.69157056840922e-1262.34578528420461e-126
8711.91498095411519e-1259.57490477057596e-126
8818.06345792093117e-1254.03172896046558e-125
8912.12188437857299e-1241.06094218928649e-124
9011.00742401380613e-1235.03712006903067e-124
9115.4177548518769e-1232.70887742593845e-123
9212.50528100132930e-1221.25264050066465e-122
9311.37779378835316e-1216.88896894176581e-122
9415.90878347780494e-1222.95439173890247e-122
9512.93563972243172e-1211.46781986121586e-121
9615.65176746025193e-1212.82588373012597e-121
9712.81955154550383e-1201.40977577275191e-120
9811.36238039372514e-1196.81190196862572e-120
9915.38962339330832e-1192.69481169665416e-119
10012.06297278149793e-1181.03148639074896e-118
10119.5475143713792e-1184.7737571856896e-118
10212.2005851211866e-1171.1002925605933e-117
10317.04289602729969e-1173.52144801364984e-117
10412.02485061596496e-1161.01242530798248e-116
10519.56783600352018e-1164.78391800176009e-116
10612.87903489975512e-1151.43951744987756e-115
10714.17427106324052e-1152.08713553162026e-115
10814.32266296717006e-1152.16133148358503e-115
10911.38105482934973e-1146.90527414674864e-115
11015.70001930338959e-1142.85000965169480e-114
11112.34325960486908e-1131.17162980243454e-113
11218.90222316667521e-1134.45111158333760e-113
11313.28300016091106e-1121.64150008045553e-112
11411.23609491644960e-1116.18047458224801e-112
11512.09696871543649e-1111.04848435771825e-111
11611.07510502655884e-1105.37552513279418e-111
11715.10180042553442e-1102.55090021276721e-110
11817.90380614945083e-1103.95190307472541e-110
11912.84098985833378e-1091.42049492916689e-109
12011.43917260340454e-1087.19586301702268e-109
12114.72183380983624e-1092.36091690491812e-109
12212.17895893116689e-1081.08947946558345e-108
12314.47176193521763e-1102.23588096760881e-110
12411.3482008487217e-1096.7410042436085e-110
12512.30690579252041e-1091.15345289626020e-109
12619.25538352207022e-1094.62769176103511e-109
12714.31884896399319e-1082.15942448199659e-108
12812.14671283927677e-1071.07335641963839e-107
12911.04278213197992e-1065.21391065989958e-107
13014.8188996083168e-1062.4094498041584e-106
13112.35109980801370e-1051.17554990400685e-105
13218.07253408610446e-1054.03626704305223e-105
13313.69060759231543e-1041.84530379615771e-104
13411.61703711135888e-1038.08518555679439e-104
13516.89035218688408e-1033.44517609344204e-103
13613.11931611753586e-1021.55965805876793e-102
13711.49761732746609e-1017.48808663733044e-102
13816.82409715541069e-1013.41204857770534e-101
13912.62552941840527e-1001.31276470920264e-100
14011.17461826166418e-995.87309130832089e-100
14115.24878191033206e-992.62439095516603e-99
14212.33025091509821e-981.16512545754910e-98
14311.02258618292287e-975.11293091461433e-98
14414.66855823696054e-972.33427911848027e-97
14512.1678085596241e-961.08390427981205e-96
14619.84362702964409e-964.92181351482204e-96
14714.28186950487171e-952.14093475243586e-95
14811.94990983253464e-949.74954916267322e-95
14917.94921470262818e-943.97460735131409e-94
15013.40858745986111e-931.70429372993056e-93
15111.50294444091096e-927.5147222045548e-93
15215.72128633341256e-922.86064316670628e-92
15312.53052796818909e-911.26526398409455e-91
15411.10183494154625e-905.50917470773124e-91
15514.72965114713811e-902.36482557356906e-90
15611.98424268236339e-899.92121341181695e-90
15718.2896930126903e-894.14484650634515e-89
15813.48540459775242e-881.74270229887621e-88
15911.32582910437026e-876.6291455218513e-88
16015.4638021763481e-872.73190108817405e-87
16112.24175606805356e-861.12087803402678e-86
16219.15685404272928e-864.57842702136464e-86
16313.72347462474617e-851.86173731237308e-85
16411.54153586719157e-847.70767933595787e-85
16515.6720446406403e-842.83602232032015e-84
16612.29107159490914e-831.14553579745457e-83
16719.16707444814624e-834.58353722407312e-83
16812.26246155702969e-821.13123077851484e-82
16915.2454707459865e-822.62273537299325e-82
17012.06405976002663e-811.03202988001332e-81
17118.08425930143795e-814.04212965071897e-81
17213.25479906325640e-801.62739953162820e-80
17311.26322528388294e-796.31612641941468e-80
17415.1225296164379e-792.56126480821895e-79
17511.97057819049319e-789.85289095246593e-79
17617.88855762956559e-783.94427881478279e-78
17712.74189734046045e-801.37094867023023e-80
17811.06527567662869e-795.32637838314344e-80
17914.17443884058398e-792.08721942029199e-79
18011.62853663230065e-788.14268316150323e-79
18116.27947073364692e-783.13973536682346e-78
18212.51742753406820e-771.25871376703410e-77
18318.09977310079056e-774.04988655039528e-77
18412.87221397342119e-761.43610698671059e-76
18511.13885245685808e-755.6942622842904e-76
18614.23137212976614e-752.11568606488307e-75
18711.12435914050525e-745.62179570252626e-75
18814.39452598615993e-742.19726299307997e-74
18911.69044294891886e-738.45221474459428e-74
19016.3113446219971e-733.15567231099855e-73
19112.39371096975624e-721.19685548487812e-72
19218.8530659813574e-724.4265329906787e-72
19313.39013633850436e-711.69506816925218e-71
19411.24255683912431e-706.21278419562153e-71
19514.64371472132498e-702.32185736066249e-70
19611.68619651700348e-698.4309825850174e-70
19715.22029340735522e-692.61014670367761e-69
19811.87952814003108e-689.39764070015539e-69
19916.73522317066302e-683.36761158533151e-68
20011.60005405410997e-678.00027027054983e-68
20115.72302875972611e-672.86151437986305e-67
20212.03735536973605e-661.01867768486802e-66
20317.21848176095664e-663.60924088047832e-66
20412.64347729271051e-651.32173864635525e-65
20519.2231630827692e-654.6115815413846e-65
20613.3378833717864e-641.6689416858932e-64
20711.18773784329469e-635.93868921647343e-64
20814.12434926128662e-632.06217463064331e-63
20911.34135263203372e-626.70676316016861e-63
21014.66511887845526e-622.33255943922763e-62
21111.59564572274713e-617.97822861373565e-62
21215.43137135541609e-612.71568567770805e-61
21311.86601354054305e-609.33006770271525e-61
21416.46408064099808e-603.23204032049904e-60
21512.19356980726704e-591.09678490363352e-59
21617.45924762806057e-593.72962381403028e-59
21712.56979903797009e-581.28489951898505e-58
21818.58612351155124e-584.29306175577562e-58
21912.87869638042523e-571.43934819021261e-57
22019.1649018464153e-574.58245092320765e-57
22113.06473009433012e-561.53236504716506e-56
22219.95731774293666e-564.97865887146833e-56
22313.24703102985209e-551.62351551492604e-55
22411.05754841338839e-545.28774206694197e-55
22513.41369304901207e-541.70684652450603e-54
22611.05353308135377e-535.26766540676884e-54
22713.4739058306927e-531.73695291534635e-53
22811.10171383347762e-525.50856916738809e-53
22913.53531592726406e-521.76765796363203e-52
23011.11044307309737e-515.55221536548683e-52
23113.58911256714016e-511.79455628357008e-51
23211.08522600410298e-505.42613002051488e-51
23313.36050451671348e-501.68025225835674e-50
23411.06615085152282e-495.33075425761408e-50
23513.27354712709191e-491.63677356354596e-49
23619.99645610947147e-494.99822805473574e-49
23713.03826588636747e-481.51913294318374e-48
23819.47247783504856e-484.73623891752428e-48
23912.85124184847485e-471.42562092423742e-47
24018.5382272235216e-474.2691136117608e-47
24112.54363136827067e-461.27181568413533e-46
24217.69191789793302e-463.84595894896651e-46
24312.26851171893131e-451.13425585946565e-45
24416.8909565654893e-453.44547828274465e-45
24511.07259069776443e-445.36295348882215e-45
24613.11232679914101e-441.55616339957050e-44
24718.98237136370301e-444.49118568185150e-44
24812.645353566394e-431.322676783197e-43
24917.57381250106239e-433.78690625053120e-43
25012.15669330636368e-421.07834665318184e-42
25116.3758708169517e-423.18793540847585e-42
25211.79798122024017e-418.98990610120084e-42
25315.14356816897803e-412.57178408448902e-41
25419.94226408531689e-414.97113204265844e-41
25511.12572395624945e-405.62861978124725e-41
25613.19445187406346e-401.59722593703173e-40
25719.04724142198798e-404.52362071099399e-40
25812.43307603482732e-391.21653801741366e-39
25916.81739543192161e-393.40869771596081e-39
26011.90008565457799e-389.50042827288993e-39
26115.26754100525401e-382.63377050262701e-38
26211.4524816967591e-377.2624084837955e-38
26314.09324573809753e-372.04662286904876e-37
26411.11698648410844e-365.58493242054218e-37
26513.03379289344494e-361.51689644672247e-36
26618.19522256868363e-364.09761128434181e-36
26712.20170661655730e-351.10085330827865e-35
26815.69857431231114e-352.84928715615557e-35
26911.51366702715265e-347.56833513576326e-35
27013.64353531916988e-341.82176765958494e-34
27119.6206430456907e-344.81032152284535e-34
27212.52628738763117e-331.26314369381559e-33
27316.59697989630646e-333.29848994815323e-33
27411.68522552534172e-328.42612762670858e-33
27514.3675181021083e-322.18375905105415e-32
27611.16000143355955e-315.80000716779777e-32
27712.90395549642696e-311.45197774821348e-31
27817.43547535954212e-313.71773767977106e-31
27911.82339967384272e-309.1169983692136e-31
28014.7453407356352e-302.3726703678176e-30
28111.20188540374586e-296.00942701872929e-30
28213.02715506416058e-291.51357753208029e-29
28317.12763148840425e-293.56381574420212e-29
28411.78227942247135e-288.91139711235676e-29
28514.52851295275303e-282.26425647637652e-28
28611.12044317629525e-275.60221588147627e-28
28712.66575325389313e-271.33287662694657e-27
28816.6094662971201e-273.30473314856005e-27
28911.60735661842521e-268.03678309212603e-27
29013.95953667427057e-261.97976833713528e-26
29119.53866599794052e-264.76933299897026e-26
29212.33796788326458e-251.16898394163229e-25
29315.66263553367018e-252.83131776683509e-25
29411.34399854245061e-246.71999271225306e-25
29513.22881022943532e-241.61440511471766e-24
29617.37381239597565e-243.68690619798782e-24
29711.72239567269096e-238.61197836345479e-24
29813.99956767327432e-231.99978383663716e-23
29919.23242686731155e-234.61621343365577e-23
30012.17245511283788e-221.08622755641894e-22
30115.0576593329007e-222.52882966645035e-22
30211.14672221711788e-215.73361108558941e-22
30312.60411689683961e-211.30205844841980e-21
30415.84493176344852e-212.92246588172426e-21
30511.30913098346336e-206.5456549173168e-21
30612.96875708429729e-201.48437854214864e-20
30716.55611768787353e-203.27805884393676e-20
30811.43661309583498e-197.18306547917491e-20
30913.20635216411051e-191.60317608205525e-19
31016.9842075785193e-193.49210378925965e-19
31111.51190447292971e-187.55952236464857e-19
31212.76205963148542e-181.38102981574271e-18
31315.95014449049978e-182.97507224524989e-18
31411.28429969873374e-176.4214984936687e-18
31512.78689511887237e-171.39344755943618e-17
31615.86759634486504e-172.93379817243252e-17
31711.23210886383022e-166.16054431915109e-17
31812.5106633611173e-161.25533168055865e-16
31915.31787986294688e-162.65893993147344e-16
32011.10395262647103e-155.51976313235516e-16
3210.9999999999999992.27712159112737e-151.13856079556368e-15
3220.9999999999999984.66687445574164e-152.33343722787082e-15
3230.9999999999999959.50276551348024e-154.75138275674012e-15
3240.999999999999991.92237196780204e-149.61185983901021e-15
3250.999999999999983.86338063755340e-141.93169031877670e-14
3260.9999999999999617.75830553362062e-143.87915276681031e-14
3270.9999999999999231.53883213986992e-137.69416069934959e-14
3280.9999999999998483.03176425788262e-131.51588212894131e-13
3290.9999999999997035.93276351119939e-132.96638175559970e-13
3300.9999999999994231.15306364298907e-125.76531821494535e-13
3310.9999999999988872.22567085556982e-121.11283542778491e-12
3320.9999999999978674.26634896330983e-122.13317448165492e-12
3330.999999999995948.12111220509508e-124.06055610254754e-12
3340.9999999999922361.55278754580569e-117.76393772902847e-12
3350.999999999985362.92805862463827e-111.46402931231914e-11
3360.9999999999727495.45024424950736e-112.72512212475368e-11
3370.9999999999485041.02991850179368e-105.14959250896841e-11
3380.9999999999051551.89689914818914e-109.4844957409457e-11
3390.9999999998257633.4847338341549e-101.74236691707745e-10
3400.9999999996774386.45123301741058e-103.22561650870529e-10
3410.999999999406691.18661876510047e-095.93309382550234e-10
3420.9999999989350532.12989464426466e-091.06494732213233e-09
3430.9999999981026983.79460461805652e-091.89730230902826e-09
3440.9999999966451066.70978779266669e-093.35489389633335e-09
3450.999999994006421.19871620687968e-085.99358103439838e-09
3460.9999999895530432.08939134202347e-081.04469567101173e-08
3470.99999998170953.65810018646951e-081.82905009323475e-08
3480.9999999685936096.28127826326232e-083.14063913163116e-08
3490.9999999464926981.07014603969927e-075.35073019849633e-08
3500.999999917052041.65895920610838e-078.29479603054188e-08
3510.9999998633662272.73267546031279e-071.36633773015639e-07
3520.9999997681580324.63683935408028e-072.31841967704014e-07
3530.9999996207275427.58544915225465e-073.79272457612733e-07
3540.9999993797623321.24047533669721e-066.20237668348605e-07
3550.9999989944717812.01105643776769e-061.00552821888384e-06
3560.9999983834472133.23310557422883e-061.61655278711442e-06
3570.9999973376434075.3247131868753e-062.66235659343765e-06
3580.9999957789421468.44211570725815e-064.22105785362908e-06
3590.9999933646730641.32706538714290e-056.63532693571448e-06
3600.9999896591416562.06817166877765e-051.03408583438882e-05
3610.999983789378453.24212431008755e-051.62106215504377e-05
3620.9999751581657454.96836685096186e-052.48418342548093e-05
3630.9999622661544227.54676911564012e-053.77338455782006e-05
3640.9999422993013830.0001154013972346975.77006986173487e-05
3650.9999122345601240.0001755308797512388.77654398756188e-05
3660.9998700179508850.0002599640982290180.000129982049114509
3670.9998092359570250.0003815280859490420.000190764042974521
3680.9997225832318530.0005548335362937870.000277416768146894
3690.9996002741505010.0007994516989979830.000399725849498991
3700.9994215729648430.001156854070313360.000578427035156681
3710.9991814407189750.001637118562049390.000818559281024694
3720.9988620126522020.002275974695596980.00113798734779849
3730.9983833921422980.003233215715403270.00161660785770163
3740.9977394872842240.004521025431552910.00226051271577645
3750.9969151606406090.006169678718782380.00308483935939119
3760.9958304346812190.00833913063756150.00416956531878075
3770.9942328379351630.01153432412967450.00576716206483726
3780.9924475314503190.01510493709936280.00755246854968139
3790.9912931565858840.01741368682823280.0087068434141164
3800.9886896405982530.02262071880349400.0113103594017470
3810.9854522157618680.02909556847626430.0145477842381321
3820.9806190671724120.03876186565517540.0193809328275877
3830.9751825946573640.0496348106852730.0248174053426365
3840.968883869247320.06223226150535860.0311161307526793
3850.9600740385350720.07985192292985510.0399259614649276
3860.9491475767403840.1017048465192320.0508524232596162
3870.9382555783559220.1234888432881560.0617444216440782
3880.9273810318775840.1452379362448310.0726189681224156
3890.9124949572167140.1750100855665720.0875050427832859
3900.8963113450646730.2073773098706540.103688654935327
3910.8768587514095060.2462824971809880.123141248590494
3920.8552739962525870.2894520074948260.144726003747413
3930.8289075090844420.3421849818311170.171092490915558
3940.8113655651446240.3772688697107520.188634434855376
3950.8109618357774380.3780763284451240.189038164222562
3960.7863539800907170.4272920398185660.213646019909283
3970.8113666275648480.3772667448703030.188633372435152
3980.999413026331780.001173947336440310.000586973668220155
3990.9990276593473020.001944681305396850.000972340652698426
4000.9984607381278620.003078523744276840.00153926187213842
4010.9977372079890420.004525584021916130.00226279201095806
4020.9964908926993740.007018214601251140.00350910730062557
4030.9946007724895050.01079845502098920.0053992275104946
4040.9912203047997030.01755939040059330.00877969520029667
4050.9865361119594450.02692777608111050.0134638880405552
4060.9804174498607810.03916510027843740.0195825501392187
4070.9707784787487130.05844304250257350.0292215212512867
4080.9578759747516730.08424805049665490.0421240252483274
4090.9396743772551780.1206512454896440.0603256227448219
4100.9182080073595840.1635839852808330.0817919926404165
4110.9167186392567810.1665627214864380.0832813607432188
4120.9485737863512870.1028524272974270.0514262136487135
4130.9237497652760960.1525004694478080.0762502347239041
4140.9001299291589220.1997401416821570.0998700708410785
4150.8641954258373310.2716091483253380.135804574162669
4160.833772044268840.3324559114623210.166227955731161
4170.8383153746157710.3233692507684570.161684625384229
4180.788764717740350.4224705645192980.211235282259649
4190.7131481918835450.573703616232910.286851808116455
4200.6877045742938460.6245908514123070.312295425706154
4210.7737841240998440.4524317518003120.226215875900156
4220.6682212969498590.6635574061002820.331778703050141
4230.6291731240455060.7416537519089870.370826875954494


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level3740.899038461538462NOK
5% type I error level3850.92548076923077NOK
10% type I error level3890.935096153846154NOK