Multiple Linear Regression - Estimated Regression Equation
4[t] = + 152095.676365724 + 21.9400400760926`1`[t] + 1042.23193118869`2`[t] + 1.61363572897471`3`[t] + 40.6339512691328t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)152095.67636572447680.5530623.18990.0015280.000764
`1`21.94004007609262.16750210.122300
`2`1042.23193118869362.2543882.87710.0042160.002108
`3`1.613635728974710.431293.74140.0002080.000104
t40.6339512691328115.0533240.35320.7241320.362066


Multiple Linear Regression - Regression Statistics
Multiple R0.809773238876726
R-squared0.655732698400904
Adjusted R-squared0.652500141578377
F-TEST (value)202.852644022001
F-TEST (DF numerator)4
F-TEST (DF denominator)426
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation253782.350973785
Sum Squared Residuals27436735189622.9


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
162821544903597.45268321378556.54731679
243210231400463.868233912920559.13176609
341119122749673.408938641362238.59106136
42231932415522.77028405-2192329.77028405
514913481884682.64171324-393334.641713235
616296161516512.2406122113103.7593878
713988931533636.82181749-134743.821817486
819265171801010.36549231125506.634507692
99836601314858.58581223-331198.585812226
101443586721184.920528276722401.079471724
1110730891223867.80454560-150778.804545604
12984885635400.135216117349484.864783883
131405225954689.631523564450535.368476436
142271321358990.98344320-1131858.98344320
159291181142744.62745327-213626.627453267
161071292606889.189603007464402.810396993
17638830880374.423999196-241544.423999196
188569561095100.69726759-238144.697267585
199924261282760.65603532-290334.656035322
204444771030825.52201659-586348.52201659
21857217646855.926751218210361.073248782
22711969841510.002390345-129541.002390345
23702380819887.287871664-117507.287871664
24358589998306.84071376-639717.84071376
25297978612672.671302894-314694.671302894
26585715661707.619075664-75992.6190756644
276579541127125.02260573-469171.022605734
28209458540993.434141592-331535.434141592
29786690428599.644114564358090.355885436
30439798694923.587615469-255125.587615469
31688779395015.457855493293763.542144507
32574339656889.259757576-82550.2597575761
33741409478365.744580076263043.255419924
34597793461197.01628712136595.98371288
35644190701517.027163135-57327.0271631345
36377934945816.372323247-567882.372323247
37640273600230.10130184640042.8986981541
38697458535587.280742965161870.719257035
39550608601533.678365153-50925.6783651527
40207393508302.026186927-300909.026186927
41301607761828.71870928-460221.71870928
42345783668772.699017585-322989.699017585
43501749497257.0408612564491.95913874427
44379983585940.586317959-205957.586317959
45387475407707.188341512-20232.1883415122
46377305425212.652368321-47907.6523683205
47370837652163.620894535-281326.620894535
48430866694709.264230234-263843.264230234
49469107518798.796476382-49691.7964763819
50194493370256.545242567-175763.545242567
51530670491723.74881567738946.2511843231
52518365604455.287990068-86090.2879900684
53491303719951.186101266-228648.186101266
54527021480769.888593246251.1114068
55233773628049.954758748-394276.954758748
56405972385921.4165808720050.5834191302
57652925324143.032334268328781.967665732
58446211462825.427699557-16614.4276995569
59341340396378.86451897-55038.86451897
60387699588820.603173866-201121.603173866
61493408473741.24266511919666.7573348813
62146494318834.973364846-172340.973364846
63414462401971.11315499312490.8868450067
64364304533840.675924554-169536.675924554
65355178364938.954502855-9760.954502855
66357760853714.002633348-495954.002633348
67261216320126.109515143-58910.1095151434
68397144407806.033111373-10662.0331113728
69374943473798.429288673-98855.4292886726
70424898493877.409761277-68979.409761277
71202055316958.138038659-114903.138038659
72378525369931.9246152338593.07538476676
73310768395409.724640325-84641.7246403252
74325738304574.56711425321163.4328857469
75394510425741.31661785-31231.3166178498
76247060340007.912210459-92947.912210459
77368078392846.282517894-24768.2825178944
78236761303934.35674949-67173.3567494899
79312378349676.276148424-37298.2761484241
80339836373705.104001905-33869.1040019053
81347385314291.74175233933093.2582476608
82426280472267.137152351-45987.1371523511
83352850433329.99404829-80479.9940482904
84301881252941.91562272348939.0843772765
85377516348220.95204946929295.0479505308
86357312455003.021202426-97691.0212024257
87458343485409.637370852-27066.6373708522
88354228348821.6712081615406.32879183859
89308636420695.997753609-112059.997753609
90386212349545.16615062336666.8338493766
91393343391400.2431855321942.75681446834
92378509395999.698153619-17490.6981536192
93452469378793.25235871073675.7476412904
94364839534260.785970788-169421.785970788
95358649302771.51848237855877.481517622
96376641351507.02781922425133.9721807765
97429112353717.71711572375394.2828842775
98330546323281.5327462067264.46725379399
99403560442173.660757823-38613.6607578234
100317892314034.2560098293857.74399017141
101307528338995.555721890-31467.5557218896
102235133343523.182248947-108390.182248947
103299243462499.494701398-163256.494701398
104314073360865.739994945-46792.7399949446
105368186333385.96292820534800.0370717951
106269661318468.257502648-48807.2575026483
107125390373048.689071752-247658.689071752
108510834375986.037466753134847.962533247
109321896494365.15374589-172469.153745890
110249898337519.388027734-87621.3880277341
111408881309699.82274478499181.1772552157
112158492343938.265355447-185446.265355447
113292154454071.649719611-161917.649719611
114289513342308.55463696-52795.5546369599
115378049286329.15150241491719.8484975862
116343466317214.17676684526251.8232331548
117332743311150.50082987221592.4991701283
118442882366684.1644059376197.8355940699
119214215341982.395616665-127767.395616665
120315688296076.98664512019611.0133548796
121375195662999.949731103-287804.949731103
122334280296870.93050270937409.0694972911
123355864458826.464917384-102962.464917384
124480382393178.70190496487203.2980950364
125353058334498.10925307918559.8907469210
126217193375822.605253234-158629.605253234
127315380255236.14964024860143.850359752
128314533267879.26207877246653.737921228
129318056284053.47336704334002.5266329573
130315380255358.05149405560021.9485059446
131314353263295.04311062551057.9568893752
132369448307475.58970448561972.4102955152
133315380255479.95334786359900.0466521372
134312846277578.12481291735267.8751870834
135312075273881.47482423638193.5251757644
136315009266356.90390874148652.0960912593
137318903268950.98111259649952.0188874037
138314887256835.05523577858051.9447642224
139314913279572.90072848735340.0992715125
140315380255764.39100674759615.6089932532
141325506269885.96618599955620.0338140008
142315380255845.65890928559534.341090715
143298568282928.63041584515639.3695841551
144315834261166.46859615954667.531403841
145329784285930.86559021343853.134409787
146312878265414.68895281347463.3110471868
147315380256048.82866563159331.1713343693
148314987263768.11460473851218.8853952624
149325249264160.31129116761088.6887088326
150315877256955.5272562858921.4727437201
151291650271575.58286961920074.4171303815
152305959342485.732755465-36526.7327554649
153315380261503.79202918953876.207970811
154297765270296.86134548427468.1386545162
155315245259248.93752859955996.0624714006
156315380256414.53422705358965.4657729471
157315380256455.16817832258924.831821678
158315236261972.88943073653263.1105692639
159336425270835.01643374365589.9835662569
160315380256577.07003212958802.9299678706
161315380256617.70398339958762.2960166014
162315380256658.33793466858721.6620653323
163315380256698.97188593758681.0281140632
164306268274809.76864246731458.2313575333
165302187295854.8327188756332.16728112549
166314882258894.28755450955987.7124454908
167315380256861.50769101358518.4923089866
168382712268016.368099062114695.631900938
169341570416396.418363141-74826.4183631407
170315380256983.40954482158396.5904551792
171315380257024.0434960958355.9565039101
172312412262343.12323891950068.8767610809
173315380257105.31139862858274.6886013719
174309596272945.26918393436650.7308160665
175315380257186.57930116658193.4206988336
176315547268702.26360492646844.7363950741
177313267383816.071458464-70549.0714584642
178316176258906.56489360157269.4351063993
179315380257349.11510624358030.8848937571
180315380257389.74905751257990.2509424879
181359335316182.6380871943152.3619128098
182330068298208.24527966431859.7547203361
183314289329609.890945913-15320.8909459133
184297413300518.210195626-3105.21019562566
185314806266269.7209542248536.2790457801
186333210282531.07707160850678.9229283916
187352108338809.04249118113298.9575088191
188313332269368.89102411143963.1089758893
189291787276033.58287017315753.4171298274
190315380257796.08857020357583.9114297966
191318745269197.22147137049547.7785286303
192315380257877.35647274257502.6435272583
193315366269775.56810642845590.4318935723
194315380257958.6243752857421.3756247201
195315688262014.59331617153673.4066838286
196315380258039.89227781857340.1077221818
197409642545302.147809416-135660.147809416
198315380258121.16018035657258.8398196435
199315380258161.79413162657218.2058683744
200269587319544.044153832-49957.0441538319
201315380258243.06203416457136.9379658361
202315380258283.69598543357096.304014567
203315380258324.32993670257055.6700632979
204300962259324.76330916941637.2366908308
205325479324830.305783002648.694216997795
206316155265387.15488953450767.8451104657
207318574269970.09443049648603.9055695037
208315380258527.49969304856852.5003069522
209343613290906.92075963152706.0792403694
210306948267549.57400931739398.4259906833
211315380258649.40154685556730.5984531448
212315380258690.03549812456689.9645018757
213330059271083.21334754458975.7866524563
214288985281621.5418199397363.4581800614
215304485278804.98629356125680.0137064394
216315380260937.03516557854442.9648344217
217315688265654.81100866050033.1889913403
218317736274820.24959032542915.7504096754
219315380261058.93701938654321.0629806144
220322331321884.423361808446.576638191745
221296656268162.30489194328493.6951080574
222315380259096.37501081656283.6249891843
223315354260209.56102746455144.4389725357
224312161290290.22029273921870.7797072609
225315576260836.46863429654739.5313657036
226314922289391.07128181625530.9287181841
227314551270017.97459250144533.0254074988
228315380259340.17871843056039.8212815695
229312339273029.48860789639309.5113921045
230315380259421.44662096955958.5533790313
231298700278868.26294875419831.7370512458
232321376285074.55148036236301.4485196385
233315380259543.34847477655836.6515252239
234303230282765.7043936920464.2956063101
235315380259624.61637731455755.3836226856
236315487259746.24403050255740.7559694979
237315380259705.88427985355674.1157201474
238315793266564.07308683749228.9269131628
239315380259787.15218239155592.8478176091
240315380259827.7861336655552.21386634
241315380259868.42008492955511.5799150708
242312887266130.84046346146756.1595365391
243315380259949.68798746755430.3120125326
244315637266357.00699134849279.9930086515
245324385332578.676528369-8193.67652836853
246315380260071.58984127555308.4101587252
247315380260112.22379254455267.776207456
248308989280416.11763473628572.8823652638
249315380260193.49169508255186.5083049177
250315380260234.12564635155145.8743536486
251296702261894.72733649634807.2726635037
252315380260315.39354889055064.6064511104
253307322270750.31206869136571.6879313092
254304376333474.92196584-29098.9219658401
255253588406440.278443787-152852.278443788
256315380260477.92935396654902.0706460338
257309560266301.85065037943258.1493496209
258298466274641.93304250223824.0669574977
259315380260599.83120777454780.1687922264
260315380260640.46515904354739.5348409573
261315380260681.09911031254698.9008896882
262315380260721.73306158154658.266938419
263343929298819.02803202945109.9719679713
264331955274953.09558055857001.9044194422
265315380260843.63491538854536.3650846116
266315380260884.26886665754495.7311333425
267315380260924.90281792754455.0971820734
268381180301797.27275438679382.7272456138
269315380261006.17072046554373.8292795351
270331420305851.80463962425568.1953603762
271315380261087.43862300354292.5613769968
272315380261128.07257427254251.9274257277
273315380261168.70652554154211.2934744586
274310201283880.11576576726320.8842342326
275315380261249.97442808054130.0255719203
276320016282779.29993765537236.7000623445
277320398298227.60161705722170.3983829434
278315380261371.87628188754008.1237181129
279291841331529.481397085-39688.481397085
280310670285619.16925340425050.8307465963
281315380261493.77813569553886.2218643055
282315380261534.41208696453845.5879130363
283313491287691.28512656125799.7148734391
284315380261615.67998950253764.3200104981
285331323294625.63280789236697.3671921081
286315380261696.9478920453683.0521079598
287319210280134.70558498439075.2944150156
288318098267701.18013131950396.8198686812
289315380261818.84974584853561.1502541524
290292754270549.14102326622204.8589767345
291315380261900.11764838653479.8823516142
292325176281490.1627676343685.8372323701
293365959324648.86744770841310.1325522918
294315380262022.01950219353357.9804978068
295302409271688.84111440730720.1588855931
296340968277677.99368173663290.0063182636
297315380262143.92135600153236.0786439994
298315380262184.5553072753195.4446927302
299315380262225.18925853953154.8107414611
300315380271645.91059050643734.0894094937
301313164267259.44967497545904.5503250253
302301164266637.61770868134526.3822913194
303315380263429.95699480451950.0430051959
304315380262428.35901488552951.6409851155
305344425286845.9303437757579.0696562302
306315394275084.49470777440309.505292226
307315380262550.26086869252829.739131308
308316647292297.3132511524349.6867488497
309309836279032.92809483730803.0719051628
310315380262672.16272249952707.8372775007
311315380262712.79667376852667.2033262315
312346611346829.132068268-218.132068268217
313315380262794.06457630752585.9354236933
314322031283966.39174198338064.6082580165
315315656271345.16711347144310.8328865292
316339445278506.77977668660938.220223314
317314964262477.50031020952486.4996897913
318297141292637.102875284503.89712471995
319315372268269.35434421247102.6456557879
320315380263078.50223519152301.4977648093
321315380263119.1361864652260.8638135402
322315380263159.77013772952220.229862271
323315380263200.40408899852179.5959110019
324315380263241.03804026752138.9619597328
325315380263281.67199153652098.3280084637
326312502264850.44602712647651.5539728738
327315380263362.93989407552017.0601059254
328315380263403.57384534451976.4261546562
329315380263444.20779661351935.7922033871
330315380263484.84174788251895.158252118
331315380263525.47569915151854.5243008489
332315380263566.1096504251813.8903495797
333315380263606.74360168951773.2563983106
334313729269372.29934143844356.7006585622
335315388264763.47892559550624.5210744048
336315371274786.74576414540584.2542358554
337296139303462.107179202-7323.10717920175
338315380263809.91335803551570.0866419649
339313880265747.22017077148132.7798292292
340317698275464.96075320342233.0392467972
341295580286737.4373237038842.56267629693
342315380263972.44916311251407.5508368884
343315380264013.08311438151366.9168856193
344315380264053.7170656551326.2829343501
345308256291268.13100962616987.8689903745
346315380264134.98496818851245.0150318119
347303677267328.13504426136348.8649557391
348315380264216.25287072651163.7471292736
349315380264256.88682199551123.1131780045
350319369309714.2040065199654.79599348076
351318690270886.00800495647803.9919950436
352314049273642.72343319540406.2765668049
353325699285905.20526852939793.7947314712
354314210270634.53397527343575.4660247266
355315380264500.69052961050879.3094703897
356315380264541.32448087950838.6755191205
357322378320634.8792643741743.12073562611
358315380264622.59238341850757.4076165823
359315380264663.22633468750716.7736653131
360315380264703.86028595650676.139714044
361315398268938.58927351446459.4107264861
362315380264785.12818849450594.8718115058
363315380264825.76213976350554.2378602366
364308336334149.180259965-25813.1802599649
365316386276485.52987075939900.470129241
366315380264947.66399357150432.3360064292
367315380264988.2979448450391.7020551601
368315380265028.93189610950351.068103891
369315380265069.56584737850310.4341526218
370315553277188.75205355638364.2479464436
371315380265150.83374991650229.1662500836
372323361280801.02522408942559.9747759114
373336639303203.64961624233435.3503837581
374307424278832.90485932628591.0951406736
375315380265313.36955499350066.630445007
376315380265354.00350626250025.9964937379
377295370272184.80006881123185.1999311891
378322340285590.22670628136749.7732937194
379319864324429.593320273-4565.5933202732
380315380265516.53931133949863.4606886613
381315380265557.17326260849822.8267373922
382317291316500.354238058790.645761942007
383280398261706.25875257618691.7412474238
384315380265679.07511641549700.9248835848
385317330283132.81411125434197.1858887462
386238125362024.824276877-123899.824276877
387327071270092.97777677356978.0222232274
388309038288957.02446801020080.9755319896
389314210270069.03284707644140.9671529242
390307930283357.25673705924572.7432629414
391322327288307.16309805434019.8369019455
392292136279879.53450602212256.4654939777
393263276288400.477272341-25124.4772723407
394367655299409.28027972168245.7197202787
395283910387603.031415212-103693.031415212
396283587283181.569213520405.43078648041
397243650388422.278767506-144772.278767506
398438493644528.040501715-206035.040501715
399296261290273.4416502965987.5583497037
400230621291613.255198084-60992.255198084
401304252308419.128994701-4167.12899470058
402333505297437.67419651836067.3258034818
403296919283641.01359882213277.9864011779
404278990335786.415829658-56796.4158296584
405276898292544.922174295-15646.9221742949
406327007320065.1034181476941.89658185307
407317046303458.30841151513587.6915884849
408304555297971.3648015306583.6351984705
409298096281812.02308263116283.9769173690
410231861300732.989588528-68871.9895885278
411309422369524.755567602-60102.7555676018
412286963455567.420204395-168604.420204395
413269753302542.783841108-32789.7838411082
414448243396284.90253181751958.0974681832
415165404350703.143926759-185299.143926759
416204325310842.092351841-106517.092351841
417407159321328.79839640885830.201603592
418290476315332.55348555-24856.5534855501
419275311333671.993452080-58360.9934520804
420246541291077.401574258-44536.4015742583
421253468305053.427188865-51585.4271888647
422240897426049.726374737-185152.726374737
423-83265469610.059392656-552875.059392656
424-42143423439.094612848-465582.094612848
425272713328912.732721603-56199.7327216033
426215362475135.334711611-259773.334711611
42742754361773.522758312-319019.522758312
4283062751459172.98657136-1152897.98657136
429253537534168.490853008-280631.490853008
430372631718438.622944826-345807.622944827
431-7170682071.694139307-689241.694139307


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
80.9999999999989752.04954532303776e-121.02477266151888e-12
913.33007206775918e-431.66503603387959e-43
1011.62610872065490e-778.13054360327452e-78
1111.01632854771113e-795.08164273855566e-80
1212.68489029529666e-881.34244514764833e-88
1314.98615031955311e-1032.49307515977656e-103
1413.95475446787026e-1071.97737723393513e-107
1514.64246533473644e-1102.32123266736822e-110
1617.04413738287307e-1223.52206869143654e-122
1712.80450178648588e-1261.40225089324294e-126
1812.38286335966329e-1281.19143167983165e-128
1911.03220956514506e-1395.1610478257253e-140
2013.55765573900820e-1411.77882786950410e-141
2111.78446804359554e-1578.9223402179777e-158
2217.16068622421876e-1653.58034311210938e-165
2317.54828725159719e-1663.77414362579859e-166
2413.90777046070948e-1671.95388523035474e-167
2512.41553023741558e-1671.20776511870779e-167
2611.09951776640523e-1725.49758883202613e-173
2718.3402449515595e-1754.17012247577975e-175
2815.04633755890057e-1762.52316877945028e-176
2911.55277160122296e-1917.76385800611482e-192
3011.76017279339461e-1918.80086396697304e-192
3113.67325956179222e-1981.83662978089611e-198
3211.42219872799404e-1997.1109936399702e-200
3313.88184524046166e-2091.94092262023083e-209
3411.28646778101614e-2116.43233890508069e-212
3511.32723410146641e-2106.63617050733203e-211
3612.13541943080788e-2101.06770971540394e-210
3715.4946728868064e-2162.7473364434032e-216
3813.96128530336033e-2221.98064265168017e-222
3913.52674037363423e-2211.76337018681711e-221
4018.0439135062151e-2224.02195675310755e-222
4112.13778949469536e-2221.06889474734768e-222
4211.69958874438929e-2218.49794372194645e-222
4314.93241149059084e-2222.46620574529542e-222
4416.3450276434725e-2213.17251382173625e-221
4518.04146129395038e-2214.02073064697519e-221
4613.97538752839757e-2201.98769376419879e-220
4712.55545968394941e-2201.27772984197471e-220
4812.88934859606519e-2191.44467429803259e-219
4917.72580724433744e-2193.86290362216872e-219
5019.97830039997458e-2204.98915019998729e-220
5112.65538493172633e-2201.32769246586317e-220
5218.67115172226138e-2204.33557586113069e-220
5318.76167392689981e-2194.38083696344991e-219
5411.57545956893801e-2187.87729784469005e-219
5512.32874854724175e-2211.16437427362088e-221
5613.40286978878293e-2211.70143489439146e-221
5712.51323795851234e-2341.25661897925617e-234
5811.17126164714677e-2345.85630823573385e-235
5917.68929835581423e-2343.84464917790712e-234
6013.11128960225047e-2331.55564480112524e-233
6118.40566592943393e-2354.20283296471696e-235
6216.66698282957845e-2373.33349141478923e-237
6311.97057799575326e-2369.8528899787663e-237
6411.50141276035603e-2357.50706380178014e-236
6519.2601659928023e-2354.63008299640115e-235
6611.33260330998500e-2346.66301654992502e-235
6711.8295327614685e-2349.1476638073425e-235
6811.56428150688715e-2337.82140753443573e-234
6918.40745500584057e-2334.20372750292029e-233
7015.31201304047366e-2322.65600652023683e-232
7111.92245610388079e-2319.61228051940397e-232
7213.78817984435076e-2321.89408992217538e-232
7319.84316991321326e-2324.92158495660663e-232
7416.80096448649193e-2313.40048224324596e-231
7517.71233724966383e-2303.85616862483192e-230
7611.03933953382423e-2295.19669766912113e-230
7718.27623595384384e-2294.13811797692192e-229
7815.60977578771823e-2292.80488789385911e-229
7914.92862006306717e-2282.46431003153359e-228
8011.49134125434898e-2277.45670627174489e-228
8111.11669703943804e-2265.58348519719018e-227
8212.86799460791614e-2261.43399730395807e-226
8312.45852720365478e-2261.22926360182739e-226
8411.75735522559396e-2258.7867761279698e-226
8511.67946654512294e-2248.3973327256147e-225
8617.68745205028881e-2243.84372602514440e-224
8719.52975689337246e-2244.76487844668623e-224
8816.5010916032038e-2233.2505458016019e-223
8911.01011888399386e-2225.05059441996929e-223
9011.00394825247024e-2215.01974126235121e-222
9111.05417285569901e-2205.27086427849504e-221
9218.91635883107136e-2204.45817941553568e-220
9317.19564472859705e-2213.59782236429853e-221
9416.54184207815844e-2203.27092103907922e-220
9515.17020084021603e-2202.58510042010802e-220
9618.0638270266722e-2204.0319135133361e-220
9718.16530425862596e-2194.08265212931298e-219
9819.00126801840125e-2184.50063400920063e-218
9917.5973720360578e-2173.7986860180289e-217
10017.75358049923102e-2163.87679024961551e-216
10116.43049264406435e-2153.21524632203218e-215
10212.75222482607639e-2161.37611241303819e-216
10311.48649002855858e-2167.43245014279291e-217
10411.51738916486346e-2177.5869458243173e-218
10519.89277796179343e-2174.94638898089671e-217
10612.34252224784719e-2161.17126112392360e-216
10712.52260009440578e-2191.26130004720289e-219
10812.34196592932124e-2201.17098296466062e-220
10911.17856584657866e-2195.89282923289331e-220
11011.14442447791492e-2195.7221223895746e-220
11111.7368201725041e-2198.6841008625205e-220
11212.92530252305101e-2201.46265126152550e-220
11311.35034075036237e-2196.75170375181184e-220
11417.57331076943192e-2193.78665538471596e-219
11511.22876687968639e-2186.14383439843195e-219
11618.56157380055697e-2184.28078690027848e-218
11714.8993685876203e-2172.44968429381015e-217
11818.30791317491185e-2174.15395658745592e-217
11912.08118824045399e-2181.04059412022699e-218
12012.42484835662544e-2171.21242417831272e-217
12111.26917091986169e-2166.34585459930844e-217
12211.42991475203057e-2157.14957376015286e-216
12317.83493953399822e-2153.91746976699911e-215
12412.18905687808090e-2141.09452843904045e-214
12511.18541816336341e-2135.92709081681705e-214
12618.83418853593843e-2154.41709426796921e-215
12719.10118148916466e-2144.55059074458233e-214
12819.6828716049762e-2134.8414358024881e-213
12911.11480826648123e-2115.57404133240617e-212
13011.16153200675753e-2105.80766003378766e-211
13111.22945450115186e-2096.14727250575929e-210
13212.55845117788422e-2091.27922558894211e-209
13312.71840943636108e-2081.35920471818054e-208
13412.91588706963666e-2071.45794353481833e-207
13513.22285108302313e-2061.61142554151157e-206
13613.53402968096951e-2051.76701484048476e-205
13713.90428631850237e-2041.95214315925119e-204
13814.1451029588116e-2032.0725514794058e-203
13914.64259569940348e-2022.32129784970174e-202
14014.9257947711098e-2012.4628973855549e-201
14115.32132364731335e-2002.66066182365668e-200
14215.63916183370866e-1992.81958091685433e-199
14316.11803273001586e-1983.05901636500793e-198
14416.4946779022031e-1973.24733895110155e-197
14517.16521234520887e-1963.58260617260443e-196
14617.82595700518444e-1953.91297850259222e-195
14718.19540954774463e-1944.09770477387232e-194
14818.55875361389509e-1934.27937680694754e-193
14919.12837546461583e-1924.56418773230791e-192
15019.48066694854588e-1914.74033347427294e-191
15118.28932372357877e-1904.14466186178938e-190
15218.23906134811187e-1894.11953067405593e-189
15318.4537803487652e-1884.2268901743826e-188
15417.91668758390437e-1873.95834379195219e-187
15518.0248585685513e-1864.01242928427565e-186
15618.12097206105004e-1854.06048603052502e-185
15718.18625382400279e-1844.09312691200139e-184
15818.16793181898281e-1834.08396590949141e-183
15917.8203144851446e-1823.9101572425723e-182
16017.80429849042974e-1813.90214924521487e-181
16117.75482491043227e-1803.87741245521613e-180
16217.67186015297193e-1793.83593007648597e-179
16317.55588036353947e-1783.77794018176973e-178
16417.04421904799802e-1773.52210952399901e-177
16515.4010041693594e-1762.7005020846797e-176
16615.23380792216134e-1752.61690396108067e-175
16715.0523680889648e-1742.5261840444824e-174
16811.88506024903696e-1749.4253012451848e-175
16915.77660352622803e-1742.88830176311402e-174
17015.67339553574277e-1732.83669776787138e-173
17115.5459388932352e-1722.7729694466176e-172
17215.22781625209989e-1712.61390812604994e-171
17315.06067122864742e-1702.53033561432371e-170
17414.5893269060903e-1692.29466345304515e-169
17514.39848742850659e-1682.19924371425329e-168
17614.19033133655757e-1672.09516566827878e-167
17712.76418892117359e-1661.38209446058680e-166
17812.63038796457747e-1651.31519398228873e-165
17912.47635401559932e-1641.23817700779966e-164
18012.32017375874893e-1631.16008687937447e-163
18111.95735387086859e-1629.78676935434297e-163
18211.71025962680775e-1618.55129813403874e-162
18311.29652181451281e-1606.48260907256403e-161
18415.27536349619376e-1602.63768174809688e-160
18514.68746970101667e-1592.34373485050834e-159
18613.99748805322396e-1581.99874402661198e-158
18712.22852123396371e-1571.11426061698185e-157
18811.98202348169908e-1569.9101174084954e-157
18911.05460259315740e-1555.27301296578702e-156
19019.53876447077265e-1554.76938223538632e-155
19118.69175700391702e-1544.34587850195851e-154
19217.79083689549066e-1533.89541844774533e-153
19316.87620701317201e-1523.43810350658600e-152
19416.10420291501888e-1513.05210145750944e-151
19515.38571756222746e-1502.69285878111373e-150
19614.73513766913424e-1492.36756883456712e-149
19712.54128202297651e-1481.27064101148825e-148
19812.22057933515032e-1471.11028966757516e-147
19911.93112863369280e-1469.65564316846399e-147
20017.85435234073157e-1473.92717617036579e-147
20116.8109927824517e-1463.40549639122585e-146
20215.87813066401356e-1452.93906533200678e-145
20315.04886875578769e-1442.52443437789385e-144
20414.38065007255226e-1432.19032503627613e-143
20511.13905856091036e-1425.69529280455178e-143
20619.53662098910448e-1424.76831049455224e-142
20717.44806505139252e-1413.72403252569626e-141
20816.25175122697727e-1403.12587561348863e-140
20911.78795566739117e-1398.93977833695584e-140
21011.43239975611704e-1387.16199878058522e-139
21111.19862036864077e-1375.99310184320384e-138
21219.9821432245595e-1374.99107161227975e-137
21317.7387189076845e-1363.86935945384225e-136
21414.47090274789283e-1352.23545137394641e-135
21513.29374010660555e-1341.64687005330278e-134
21612.69274760983217e-1331.34637380491608e-133
21712.18724435334715e-1321.09362217667358e-132
21811.79844032250954e-1318.9922016125477e-132
21911.45024980857961e-1307.25124904289803e-131
22019.42326858010846e-1304.71163429005423e-130
22116.4532513070415e-1293.22662565352075e-129
22215.15572851807388e-1282.57786425903694e-128
22314.09871776715923e-1272.04935888357962e-127
22413.18158248001809e-1261.59079124000905e-126
22512.50707935674793e-1251.25353967837397e-125
22611.92412049280082e-1249.62060246400408e-125
22711.49057027802101e-1237.45285139010503e-124
22811.15827431202664e-1225.79137156013322e-123
22917.95079476253672e-1223.97539738126836e-122
23016.11626431942691e-1213.05813215971345e-121
23113.56781496928355e-1201.78390748464177e-120
23212.74656420808000e-1191.37328210404000e-119
23312.08411842806705e-1181.04205921403353e-118
23411.39958912538259e-1176.99794562691295e-118
23511.05152384984289e-1165.25761924921445e-117
23617.8652481115733e-1163.93262405578665e-116
23715.853286461238e-1152.926643230619e-115
23814.35525675109804e-1142.17762837554902e-114
23913.21114053630112e-1131.60557026815056e-113
24012.35634014200539e-1121.17817007100270e-112
24111.72087557783305e-1118.60437788916526e-112
24211.22205521476025e-1106.11027607380126e-111
24318.83861436843279e-1104.41930718421639e-110
24416.41197189986145e-1093.20598594993072e-109
24514.36745505908416e-1082.18372752954208e-108
24613.11559220922261e-1071.55779610461131e-107
24712.21197236612041e-1061.10598618306021e-106
24811.45068025007597e-1057.25340125037987e-106
24911.01986691910522e-1045.09933459552608e-105
25017.13572784071902e-1043.56786392035951e-104
25114.98161457173723e-1032.49080728586861e-103
25213.4534947969367e-1021.72674739846835e-102
25312.05509568775281e-1011.02754784387640e-101
25417.29834477849427e-1013.64917238924714e-101
25511.23272291828569e-1016.16361459142844e-102
25618.4410443621164e-1014.2205221810582e-101
25715.99349117294784e-1002.99674558647392e-100
25814.159178017038e-992.079589008519e-99
25912.81959626352499e-981.40979813176249e-98
26011.90214435431623e-979.51072177158114e-98
26111.27695202537742e-966.38476012688709e-97
26218.5305610376963e-964.26528051884815e-96
26315.54141332288537e-952.77070666144268e-95
26413.70703044277410e-941.85351522138705e-94
26512.44915280819702e-931.22457640409851e-93
26611.61019997805749e-928.05099989028747e-93
26711.05345279084662e-915.26726395423308e-92
26816.9408263017002e-913.4704131508501e-91
26914.5116177727909e-902.25580888639545e-90
27012.67013005005024e-891.33506502502512e-89
27111.71803795469924e-888.5901897734962e-89
27211.10002279122175e-875.50011395610875e-88
27317.00867570822024e-873.50433785411012e-87
27414.19274689921818e-862.09637344960909e-86
27512.64424666500297e-851.32212333250148e-85
27611.65949450950120e-848.29747254750599e-85
27719.95900452258142e-844.97950226129071e-84
27816.19017844208429e-833.09508922104215e-83
27912.27310878666605e-821.13655439333302e-82
28011.04552317962048e-815.22761589810241e-82
28116.37661270803705e-813.18830635401852e-81
28213.86941744564321e-801.93470872282161e-80
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28614.729177095207e-772.3645885476035e-77
28712.89629973930259e-761.44814986965129e-76
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28919.95149440152483e-754.97574720076241e-75
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29311.06451605149552e-715.32258025747761e-72
29416.08649637892057e-713.04324818946029e-71
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29719.98655401390385e-694.99327700695192e-69
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30011.73403582556956e-668.67017912784782e-67
30119.41912172012461e-664.70956086006230e-66
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30811.15346288450847e-605.76731442254236e-61
30916.3392709358826e-603.1696354679413e-60
31013.3634357071078e-591.6817178535539e-59
31111.77496520419245e-588.87482602096225e-59
31215.50214870352809e-582.75107435176404e-58
31312.86476512632763e-571.43238256316381e-57
31411.43910953146209e-567.19554765731046e-57
31517.34591910288115e-563.67295955144057e-56
31613.92528035716301e-551.96264017858151e-55
31712.02109756044029e-541.01054878022014e-54
31818.39605990842044e-544.19802995421022e-54
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32612.876549066399e-481.4382745331995e-48
32711.3827792751618e-476.913896375809e-48
32816.60897551643729e-473.30448775821865e-47
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34612.55244296818427e-351.27622148409214e-35
34711.02862330650542e-345.1431165325271e-35
34814.32316889746375e-342.16158444873187e-34
34911.80543783726721e-339.02718918633606e-34
35017.78075463223385e-333.89037731611693e-33
35113.33960429903758e-321.66980214951879e-32
35211.34927952370037e-316.74639761850184e-32
35315.74622936921159e-312.87311468460579e-31
35412.29593118374274e-301.14796559187137e-30
35519.29033743241715e-304.64516871620858e-30
35613.73444380954682e-291.86722190477341e-29
35711.04995813493830e-285.24979067469149e-29
35814.14663132564331e-282.07331566282165e-28
35911.62663203102784e-278.13316015513919e-28
36016.33773284103235e-273.16886642051618e-27
36112.44298238659364e-261.22149119329682e-26
36219.38769587699665e-264.69384793849832e-26
36313.58246346055079e-251.79123173027540e-25
36411.31485088243468e-246.57425441217342e-25
36514.997395146667e-242.4986975733335e-24
36611.86774330664146e-239.33871653320732e-24
36716.93039189057153e-233.46519594528576e-23
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37013.38533211681486e-211.69266605840743e-21
37111.21939820470908e-206.09699102354538e-21
37214.45404905446329e-202.22702452723165e-20
37311.45075896699245e-197.25379483496224e-20
37414.6950248831174e-192.3475124415587e-19
37511.63499701731303e-188.17498508656516e-19
37615.64717572754235e-182.82358786377117e-18
37711.86436290814172e-179.32181454070862e-18
37816.42256928879943e-173.21128464439971e-17
37912.17724961560556e-161.08862480780278e-16
38017.28405299470894e-163.64202649735447e-16
3810.9999999999999992.41346607939944e-151.20673303969972e-15
3820.9999999999999967.01294055827668e-153.50647027913834e-15
3830.9999999999999892.28226845724674e-141.14113422862337e-14
3840.9999999999999637.34054081253785e-143.67027040626893e-14
3850.9999999999998842.31850165636873e-131.15925082818436e-13
3860.9999999999998113.77102744878401e-131.88551372439201e-13
3870.9999999999994041.19259360371275e-125.96296801856375e-13
3880.9999999999981473.70669381731637e-121.85334690865819e-12
3890.9999999999943151.13701532006563e-115.68507660032814e-12
3900.99999999998283.43989895522536e-111.71994947761268e-11
3910.9999999999485971.0280678419528e-105.140339209764e-11
3920.9999999998521732.95654807596466e-101.47827403798233e-10
3930.9999999996374697.25062428003686e-103.62531214001843e-10
3940.9999999990291431.94171368120175e-099.70856840600873e-10
3950.999999998014963.9700785295724e-091.9850392647862e-09
3960.9999999946546431.06907134546881e-085.34535672734404e-09
3970.9999999866389842.67220314382091e-081.33610157191046e-08
3980.999999977056884.58862415887491e-082.29431207943746e-08
3990.99999993995161.20096798254343e-076.00483991271714e-08
4000.9999998389196953.22160610583972e-071.61080305291986e-07
4010.9999995889519678.22096066272162e-074.11048033136081e-07
4020.9999989389886722.12202265693669e-061.06101132846835e-06
4030.9999972964335455.40713291101324e-062.70356645550662e-06
4040.9999939701052581.20597894831901e-056.02989474159505e-06
4050.9999861272709172.77454581655989e-051.38727290827994e-05
4060.9999666066722476.67866555062828e-053.33933277531414e-05
4070.9999215707536240.0001568584927526477.84292463763234e-05
4080.999820790917990.0003584181640198340.000179209082009917
4090.999600946808160.0007981063836818140.000399053191840907
4100.9992772369878990.001445526024202790.000722763012101397
4110.9985135402863930.002972919427213220.00148645971360661
4120.996999436002810.006001127994378480.00300056399718924
4130.9939295196750750.01214096064985090.00607048032492544
4140.993149806177240.01370038764551870.00685019382275933
4150.9904063306964630.01918733860707410.00959366930353705
4160.9850378892428840.02992422151423180.0149621107571159
4170.994205570603230.01158885879354060.00579442939677029
4180.9892812537419040.02143749251619140.0107187462580957
4190.978329402527210.04334119494558030.0216705974727902
4200.9591699699386440.08166006012271230.0408300300613562
4210.9437181318114010.1125637363771980.056281868188599
4220.8785828963537330.2428342072925330.121417103646267
4230.8364418704353960.3271162591292080.163558129564604


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level4050.973557692307692NOK
5% type I error level4120.990384615384615NOK
10% type I error level4130.992788461538462NOK