Multiple Linear Regression - Estimated Regression Equation
Wealth [t] = + 137309.298470465 + 52168.5352089629Group[t] -8.64314404706032Costs[t] + 41.8552589169229GrCosts[t] + 3.06277623571778Dividends[t] -1.62307602433212GrDiv[t] + 0.00237005636299135TrDiv[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)137309.29847046532600.3240764.21193.1e-051.5e-05
Group52168.535208962955523.3575770.93960.3479690.173984
Costs-8.643144047060321.789579-4.82972e-061e-06
GrCosts41.85525891692292.18503919.155400
Dividends3.062776235717780.4550496.730700
GrDiv-1.623076024332120.697778-2.32610.0204860.010243
TrDiv0.002370056362991350.0012181.94660.0522450.026123


Multiple Linear Regression - Regression Statistics
Multiple R0.885491408653423
R-squared0.784095034799023
Adjusted R-squared0.7810397758575
F-TEST (value)256.637833259429
F-TEST (DF numerator)6
F-TEST (DF denominator)424
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation209360.604875516
Sum Squared Residuals18584709858508.9


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
162829296441147.31551229-158218.315512290
243240471356468.554014512967578.44598549
341082723484051.93929123624220.060708769
4-1212617-710990.240181046-501626.759818954
514853292277567.50545426-792238.505454257
617798761889910.71047794-110034.710477939
71367203327018.3307801401040184.66921986
825190762112573.95916130406502.040838703
99126841593490.26660817-680806.266608171
101443586811201.705607522632384.294392478
111220017733034.495176769486982.504823231
12984885187316.501657548797568.498342452
131457425784330.365248672673094.634751328
14-572920-120045.697865262-452874.302134738
159291441253561.63638654-324417.636386539
161151176581357.005760526569818.994239474
177900901032789.13776148-242699.137761478
187744971181367.12099150-406870.120991501
199905761514962.54863316-524386.548633164
20454195468121.419346349-13926.4193463487
21876607762604.599485215114002.400514785
227119691061881.03618938-349912.036189384
23702380569187.766429557133192.233570444
24264449435215.397636747-170766.397636747
25450033519396.82542395-69363.8254239502
26541063205744.874523975335318.125476025
275888641211345.09090619-622481.090906187
28-37216144110.448776837-181326.448776837
29783310164599.105229956618710.894770044
30467359208067.736604592259291.263395408
31688779432639.300314912256139.699685088
32608419756159.700079019-147740.700079019
33696348533740.719560574162607.280439426
34597793498459.04649344599333.9535065554
358217301057798.67358149-236068.673581493
36377934327822.65805726850111.3419427316
37651939338446.936431933313492.063568067
38697458550223.562493794147234.437506206
39700368580034.761351131120333.238648869
40225986373987.436867062-148001.436867062
41348695711722.705256235-363027.705256235
42373683328085.10977736545597.8902226347
43501709435769.41589433765939.5841056627
44413743467122.552729529-53379.5527295294
45379825319289.83464317960535.1653568206
46336260463141.719871644-126881.719871644
47636765547621.46183516289143.538164838
48481231739986.145863224-258755.145863224
49469107492635.33898371-23528.3389837103
50211928357549.270942479-145621.270942479
51563925477719.46954784486205.5304521561
52511939569228.634988531-57289.634988531
53521016754827.148907857-233811.148907857
54543856493787.08415954450068.9158404564
55329304628293.261777399-298989.261777399
56423262318702.866693497104559.133306503
57509665260199.569091363249465.430908637
58455881373275.19190553482605.8080944664
59367772456145.418797567-88373.418797567
60406339646030.36552659-239691.36552659
61493408520656.61977762-27248.6197776198
62232942314300.702328313-81358.7023283129
63416002437091.165335089-21089.1653350891
64337430567567.727346119-230137.727346119
65361517305994.76894153355522.2310584667
66360962504811.160505037-143849.160505037
67235561391317.549116987-155756.549116987
68408247414855.752852695-6608.75285269454
69450296555791.147418281-105495.147418281
70418799482850.750221652-64051.7502216516
71247405333712.601378562-86307.601378562
72378519217166.472447136161352.527552864
73326638460918.795422-134280.795422
74328233377420.219623415-49187.2196234155
75386225494206.404122994-107981.404122994
76283662347069.967956557-63407.9679565569
77370225492855.451263084-122630.451263084
78269236364542.782912390-95306.7829123905
79365732358264.2332392217467.76676077869
80420383429063.032058425-8680.03205842545
81345811315913.7802973929897.2197026099
82431809487874.813906008-56065.8139060085
83418876574807.757605631-155931.757605631
84297476253326.73025737944149.2697426213
85416776451142.371842709-34366.3718427094
86357257481968.097048448-124711.097048448
87458343400680.91479895457662.0852010462
88388386454497.692983225-66111.6929832252
89358934461864.117432346-102930.117432346
90407560451625.514099203-44065.5140992027
91392558424441.684619457-31883.6846194568
92373177414831.703144262-41654.7031442625
93428370327528.604525318100841.395474682
94369419611723.722928237-242304.722928237
95358649239921.552894378118727.447105622
96376641383818.381027359-7177.38102735934
97467427483179.200194485-15752.200194485
98364885370419.010825782-5534.01082578185
99436230520523.637421868-84293.6374218677
100329118342735.394588818-13617.3945888182
101317365346892.669930153-29527.6699301531
102286849411102.742452697-124253.742452697
103376685461031.486418564-84346.4864185643
104407198485608.494525234-78410.4945252335
105377772340980.60360741136791.3963925894
106271483353937.726093575-82454.7260935748
107153661390137.778226693-236476.778226693
108513294402968.958628304110325.041371696
109324881414974.819398183-90093.8193981827
110264512364900.112138036-100388.112138036
111420968342131.84809820578836.1519017949
112129302378114.453831496-248812.453831496
113191521371190.293365514-179669.293365514
114268673378109.924677096-109436.924677096
115353179319662.55847775133516.4415222495
116354624302158.82113463352465.1788653673
117363713399377.315184758-35664.3151847576
118456657393697.87482848162959.1251715193
119211742377746.048237241-166004.048237241
120338381327725.19776637910655.8022336209
121418530407777.60773816610752.3922618338
122351483337175.66809086514307.3319091354
123372928433120.454659733-60192.4546597332
124485538406849.3049362578688.6950637503
125279268373493.825055639-94225.8250556387
126219060412187.587115275-193127.587115275
127325560323281.0715032492278.92849675115
128325314323700.778483361613.22151664010
129322046314948.4909298337097.50907016732
130325560323281.0715032492278.92849675115
131325599323861.1268827391737.87311726049
132377028302554.31950144474473.6804985564
133325560323281.0715032492278.92849675115
134323850323853.816805910-3.81680591051723
135325560323281.0715032492278.92849675115
136331514321181.94343588410332.0565641164
137325632324853.994696426778.00530357399
138325560323281.0715032492278.92849675115
139325560323281.0715032492278.92849675115
140325560323281.0715032492278.92849675115
141322265316577.6203290915687.37967090938
142325560323281.0715032492278.92849675115
143325906304478.92999129121427.0700087088
144325985323935.8080190742049.19198092641
145346145329600.07949214716544.9205078532
146325898309266.52394752716631.4760524728
147325560323281.0715032492278.92849675115
148325356324420.596746988935.403253011672
149325560323281.0715032492278.92849675115
150325930324211.2606114071718.73938859327
151318020313836.7278477364183.27215226391
152326389317610.203269728778.79673027974
153325560323281.0715032492278.92849675115
154302925314434.385412951-11509.3854129505
155325540324209.1733256381330.82667436199
156325560323281.0715032492278.92849675115
157325560323281.0715032492278.92849675115
158326736325083.850619661652.14938033971
159340580321172.88774949819407.1122505024
160325560323281.0715032492278.92849675115
161325560323281.0715032492278.92849675115
162325560323281.0715032492278.92849675115
163325560323281.0715032492278.92849675115
164331828323335.9425855888492.0574144117
165323299334786.137435381-11487.1374353813
166325560323281.0715032492278.92849675115
167325560323281.0715032492278.92849675115
168387722272759.046458756114962.953541244
169325560323281.0715032492278.92849675115
170325560323281.0715032492278.92849675115
171325560323281.0715032492278.92849675115
172324598326138.542060225-1540.54206022528
173325560323281.0715032492278.92849675115
174328726326578.1436758982147.85632410151
175325560323281.0715032492278.92849675115
176325043324366.34829251676.6517074903
177325560323281.0715032492278.92849675115
178325806279434.45224958146371.5477504194
179325560323281.0715032492278.92849675115
180325560323281.0715032492278.92849675115
181387732354104.62718656833627.3728134317
182349729311952.96159821637776.0384017839
183332202307991.9982241624210.0017758403
184305442304055.8660902941386.13390970611
185329537281043.453423648493.5465764001
186327055299584.98896462627470.0110353739
187356245308550.81644966647694.1835503343
188328451326774.3737817021676.62621829824
189307062337497.268311019-30435.2683110194
190325560323281.0715032492278.92849675115
191331345317731.69329712413613.3067028765
192325560323281.0715032492278.92849675115
193331824325725.9140090236098.08599097653
194325560323281.0715032492278.92849675115
195325685323848.3608938881836.63910611172
196325560276896.43051476648663.5694852342
197404480459660.421602859-55180.4216028587
198325560276896.43051476648663.5694852342
199325560276896.43051476648663.5694852342
200318314324188.978549882-5874.97854988163
201325560276896.43051476648663.5694852342
202325560276896.43051476648663.5694852342
203325560276896.43051476648663.5694852342
204311807272613.44781081439193.5521891862
205337724335287.4709624242436.52903757600
206326431278868.36745155547562.6325484455
207327556286763.9614512240792.0385487803
208325560276896.43051476648663.5694852342
209356850300743.92582348956106.0741765107
210325560276896.43051476648663.5694852342
211325560323281.0715032492278.92849675115
212325560323281.0715032492278.92849675115
213322741315911.5227970836829.47720291671
214310902325971.910617422-15069.9106174218
215324295325523.797936136-1228.79793613606
216325560323281.0715032492278.92849675115
217326156324644.7756936451511.22430635537
218326960323647.6621444423312.33785555793
219325560323281.0715032492278.92849675115
220333411303008.6448699530402.3551300498
221297761320722.311450293-22961.3114502932
222325560323281.0715032492278.92849675115
223325536323475.4763561642060.52364383644
224325560323281.0715032492278.92849675115
225325762323656.7671566472105.23284335298
226327957326757.0208671381199.97913286184
227325560323281.0715032492278.92849675115
228325560323281.0715032492278.92849675115
229318521336194.427572746-17673.4275727460
230325560323281.0715032492278.92849675115
231319775331690.104285414-11915.1042854143
232325560323281.0715032492278.92849675115
233325560323281.0715032492278.92849675115
234332128325544.4243833616583.57561663872
235325560323281.0715032492278.92849675115
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237325560323281.0715032492278.92849675115
238325838322544.8780740043293.12192599568
239325560323281.0715032492278.92849675115
240325560323281.0715032492278.92849675115
241325560323281.0715032492278.92849675115
242331767324865.0727289846901.927271016
243325560323281.0715032492278.92849675115
244324523321445.1881336733077.81186632671
245339995340445.086150538-450.086150537632
246325560276896.43051476648663.5694852342
247325560276896.43051476648663.5694852342
248319582327092.493058066-7510.4930580663
249325560276896.43051476648663.5694852342
250325560276896.43051476648663.5694852342
251307245299325.7199166887919.28008331164
252325560276896.43051476648663.5694852342
253317967332938.481220376-14971.4812203757
254331488368168.608971424-36680.6089714241
255335452399716.477279175-64264.4772791752
256325560323281.0715032492278.92849675115
257334184303095.35605389031088.6439461096
258313213284230.15822013028982.8417798704
259325560276896.43051476648663.5694852342
260325560323281.0715032492278.92849675115
261325560276896.43051476648663.5694852342
262325560276896.43051476648663.5694852342
263348678360504.731706716-11826.7317067158
264328727317010.99193692711716.0080630734
265325560276896.43051476648663.5694852342
266325560323281.0715032492278.92849675115
267325560276896.43051476648663.5694852342
268387978375548.78996983112429.2100301689
269325560276896.43051476648663.5694852342
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271325560276896.43051476648663.5694852342
272325560276896.43051476648663.5694852342
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274322076324168.711284838-2092.71128483807
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276334272330588.8761216873683.12387831291
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278325560323281.0715032492278.92849675115
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280322145348995.039204815-26850.0392048151
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282325560323281.0715032492278.92849675115
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286325560323281.0715032492278.92849675115
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350325560323281.0715032492278.92849675115
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355325560323281.0715032492278.92849675115
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357345253383861.312374499-38608.3123744988
358325560323281.0715032492278.92849675115
359325560323281.0715032492278.92849675115
360325560323281.0715032492278.92849675115
361325559323854.2121615671704.78783843251
362325560323281.0715032492278.92849675115
363325560323281.0715032492278.92849675115
364319634280527.65577911839106.3442208821
365319951319956.914782301-5.9147823010952
366325560323281.0715032492278.92849675115
367325560323281.0715032492278.92849675115
368325560323281.0715032492278.92849675115
369325560323281.0715032492278.92849675115
370325560323281.0715032492278.92849675115
371325560323281.0715032492278.92849675115
372318519322200.369662266-3681.36966226625
373343222371725.581981102-28503.5819811020
374317234334488.174058952-17254.1740589523
375325560323281.0715032492278.92849675115
376325560323281.0715032492278.92849675115
377314025311519.6020435672505.39795643252
378320249318740.4586056311508.54139436943
379325560323281.0715032492278.92849675115
380325560323281.0715032492278.92849675115
381325560323281.0715032492278.92849675115
382349365368079.700377200-18714.7003771996
383289197267273.05936988421923.9406301164
384325560323281.0715032492278.92849675115
385329245331048.843757652-1803.84375765228
386240869329892.964889391-89023.964889391
387327182319753.7391954937428.26080450662
388322876309983.08108479312892.9189152067
389323117322101.9911765951015.00882340476
390306351314004.258391799-7653.25839179885
391335137327430.9303708767706.06962912386
392308271316243.912583121-7972.9125831211
393301731319620.658987463-17889.6589874627
394382409341053.95539327941355.044606721
395279230425995.268141657-146765.268141657
396298731313290.571342951-14559.5713429512
397243650261816.166932171-18166.1669321707
398532682445710.54411738986971.4558826105
399319771329718.972944003-9947.97294400323
400171493297190.684439793-125697.684439793
401347262344638.7488686022623.25113139813
402343945328694.39479185415250.6052081462
403311874314436.331938850-2562.33193885043
404302211344113.314801391-41902.3148013909
405316708330103.450521333-13395.4505213334
406333463345791.139353502-12328.1393535017
407344282342804.8148546721477.18514532799
408319635310786.9742149538848.02578504675
409301186313665.1500029-12479.1500029000
410300381345865.026500676-45484.0265006761
411318765350122.352042044-31357.3520420444
412286146494742.120906211-208596.120906211
413306844312969.829226928-6125.82922692774
414307705413602.459027415-105897.459027415
415312448370066.061477328-57618.0614773283
416299715354574.616354300-54859.6163543004
417373399222644.019890788150754.980109212
418299446319354.83405255-19908.8340525499
419325586342559.57283687-16973.5728368700
420291221333963.092060220-42742.0920602196
421261173342574.409181714-81401.4091817145
422255027346881.569985598-91854.5699855982
423-78375548993.581438619-627368.58143862
424-58143255339.264074864-313482.264074864
425227033289865.208131934-62832.208131934
426235098449086.781700205-213988.781700205
42721267263362.87692076-242095.87692076
428238675394238.228338067-155563.228338067
429197687309909.540957213-112222.540957213
430418341259322.092290943159018.907709057
431-29770676306.1741286821-374012.174128682


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
1013.45277667412963e-881.72638833706481e-88
1111.11676959663635e-905.58384798318173e-91
1211.01390300325992e-975.0695150162996e-98
1312.54006636256014e-1121.27003318128007e-112
1413.36870536101724e-1211.68435268050862e-121
1513.12564121841006e-1301.56282060920503e-130
1611.72390093494148e-1408.61950467470738e-141
1711.20810920716778e-1436.0405460358389e-144
1818.01966969877486e-1494.00983484938743e-149
1911.61547665131007e-1538.07738325655036e-154
2015.5506932013362e-1542.7753466006681e-154
2113.38830686431781e-1581.69415343215891e-158
2212.82341439896929e-1601.41170719948465e-160
2313.53219735231347e-1611.76609867615674e-161
2419.43720399314443e-1624.71860199657221e-162
2513.16263041018159e-1611.58131520509080e-161
2614.85383516028729e-1632.42691758014365e-163
2712.23787382902504e-1661.11893691451252e-166
2811.97820191448766e-1689.89100957243832e-169
2913.63681203860464e-1811.81840601930232e-181
3013.02136172505333e-1831.51068086252666e-183
3118.19157697508362e-1874.09578848754181e-187
3212.58305904539838e-1881.29152952269919e-188
3311.36691422436280e-1946.83457112181398e-195
3415.61698103429136e-1962.80849051714568e-196
3511.84349551284026e-1959.21747756420131e-196
3613.60582478392293e-1951.80291239196147e-195
3711.79998714218343e-2028.99993571091714e-203
3811.95383108319305e-2079.76915541596526e-208
3911.05053880460226e-2065.2526940230113e-207
4013.13216494816923e-2071.56608247408461e-207
4114.35018496996429e-2102.17509248498214e-210
4213.91748200203807e-2101.95874100101903e-210
4312.62267779890532e-2101.31133889945266e-210
4411.70696298484852e-2098.53481492424259e-210
4515.4235563808611e-2092.71177819043055e-209
4612.49863995908849e-2081.24931997954424e-208
4712.86217959910963e-2071.43108979955482e-207
4819.77396570289593e-2074.88698285144796e-207
4913.80439865475718e-2061.90219932737859e-206
5011.37884689440655e-2066.89423447203276e-207
5112.32178371126629e-2071.16089185563314e-207
5211.68773127333488e-2068.43865636667438e-207
5318.142704919587e-2064.0713524597935e-206
5419.6291261408195e-2054.81456307040975e-205
5513.80254488006277e-2081.90127244003139e-208
5613.46123275892145e-2081.73061637946073e-208
5719.47392684778139e-2134.73696342389069e-213
5812.05487182215494e-2131.02743591107747e-213
5911.19356877224322e-2125.9678438612161e-213
6013.91680643999874e-2131.95840321999937e-213
6112.39482218978063e-2141.19741109489031e-214
6215.18797417118221e-2142.59398708559110e-214
6313.54116620639588e-2131.77058310319794e-213
6418.0710327083224e-2134.0355163541612e-213
6513.52606262193312e-2121.76303131096656e-212
6618.15695541312826e-2124.07847770656413e-212
6716.22495627428319e-2133.11247813714159e-213
6817.09890434310308e-2123.54945217155154e-212
6914.35169419486908e-2112.17584709743454e-211
7012.33329244164356e-2101.16664622082178e-210
7111.27403037488617e-2096.37015187443084e-210
7212.40800952356535e-2111.20400476178268e-211
7313.46585461226455e-2111.73292730613227e-211
7412.85909849551207e-2101.42954924775604e-210
7511.54168118362382e-2097.70840591811911e-210
7617.02227075062832e-2093.51113537531416e-209
7711.47328416905501e-2087.36642084527504e-209
7812.26057114450078e-2081.13028557225039e-208
7912.47903739362521e-2071.23951869681260e-207
8014.31465041208794e-2082.15732520604397e-208
8113.48309873610519e-2071.74154936805259e-207
8213.73352657619503e-2071.86676328809751e-207
8311.51698171581418e-2077.58490857907088e-208
8411.31493666561352e-2066.57468332806759e-207
8511.37278885935989e-2056.86394429679947e-206
8612.62010904735844e-2061.31005452367922e-206
8714.35470948955653e-2062.17735474477827e-206
8813.43447057277142e-2051.71723528638571e-205
8917.19769706935405e-2053.59884853467703e-205
9017.19395968411012e-2043.59697984205506e-204
9117.39257190723737e-2033.69628595361868e-203
9214.18567606231072e-2022.09283803115536e-202
9312.78788776204345e-2021.39394388102172e-202
9411.77337341403807e-2018.86686707019033e-202
9514.27194481187138e-2022.13597240593569e-202
9611.46877344842384e-2027.34386724211919e-203
9711.44406880965959e-2017.22034404829793e-202
9811.30054919410396e-2006.50274597051978e-201
9919.33233669031698e-2004.66616834515849e-200
10019.65233109423221e-1994.82616554711611e-199
10118.3371351265711e-1984.16856756328555e-198
10212.55145168601330e-1981.27572584300665e-198
10316.91417132359893e-1983.45708566179946e-198
10411.49931747149343e-1977.49658735746713e-198
10518.7077250219844e-1974.3538625109922e-197
10611.30589767377524e-1966.52948836887622e-197
10711.53462497322668e-1977.67312486613339e-198
10812.00152202628319e-1991.00076101314160e-199
10916.76704064411882e-1993.38352032205941e-199
11012.62681801619814e-1981.31340900809907e-198
11113.19821867698021e-1981.59910933849011e-198
11215.19239296991033e-1992.59619648495516e-199
11311.43254689425637e-2017.16273447128184e-202
11419.31868475443436e-2014.65934237721718e-201
11512.5440888605146e-2001.2720444302573e-200
11617.44857472121722e-2003.72428736060861e-200
11714.01333104745497e-1992.00666552372748e-199
11816.25475829012006e-1993.12737914506003e-199
11911.08681723108176e-1995.43408615540881e-200
12011.15728299910938e-1985.78641499554688e-199
12111.73492278503241e-1988.67461392516206e-199
12211.57760651259459e-1977.88803256297297e-198
12311.22106907523559e-1976.10534537617796e-198
12415.78432789922724e-1982.89216394961362e-198
12515.78674830030057e-1972.89337415015029e-197
12617.31824065320553e-1973.65912032660276e-197
12717.76079767706241e-1963.88039883853121e-196
12818.217113022139e-1954.1085565110695e-195
12918.57538525600622e-1944.28769262800311e-194
13018.93780993821369e-1934.46890496910684e-193
13119.31357575450482e-1924.65678787725241e-192
13211.03175335676144e-1915.15876678380722e-192
13311.06454025579835e-1905.32270127899176e-191
13411.09833566715842e-1895.49167833579208e-190
13511.12056728918607e-1885.60283644593037e-189
13611.07208407031931e-1875.36042035159653e-188
13711.08930538149305e-1865.44652690746525e-187
13811.09297290504055e-1855.46486452520273e-186
13911.09058530736135e-1845.45292653680675e-185
14011.08220323739864e-1835.41101618699321e-184
14111.04780490165380e-1825.23902450826899e-183
14211.02838751465086e-1815.14193757325431e-182
14317.13963156976764e-1813.56981578488382e-181
14416.95146748128757e-1803.47573374064378e-180
14515.92115600629081e-1792.96057800314541e-179
14614.95004867947324e-1782.47502433973662e-178
14714.73398742842177e-1772.36699371421089e-177
14814.53482713442832e-1762.26741356721416e-176
14914.29069983088711e-1752.14534991544356e-175
15014.04737587133721e-1742.02368793566860e-174
15113.68769559874076e-1731.84384779937038e-173
15213.31991978225648e-1721.65995989112824e-172
15313.07552014815871e-1711.53776007407935e-171
15412.81099805579964e-1701.40549902789982e-170
15512.58918762523655e-1691.29459381261828e-169
15612.36164950803314e-1681.18082475401657e-168
15712.14285644697689e-1671.07142822348844e-167
15811.93576577549684e-1669.6788288774842e-167
15911.42272400042113e-1657.11362000210565e-166
16011.27138998164624e-1646.35694990823122e-165
16111.13028126117837e-1635.65140630589186e-164
16219.99653523300762e-1634.99826761650381e-163
16318.79575642775263e-1624.39787821387632e-162
16417.54017343922798e-1613.77008671961399e-161
16515.94588232674165e-1602.97294116337082e-160
16615.15564018200847e-1592.57782009100423e-159
16714.44765237046528e-1582.22382618523264e-158
16811.55044440570315e-1597.75222202851573e-160
16911.35011272293214e-1586.7505636146607e-159
17011.16971308166998e-1575.84856540834992e-158
17111.00829705496825e-1565.04148527484123e-157
17218.74887762849358e-1564.37443881424679e-156
17317.46629793697583e-1553.73314896848791e-155
17416.35534820687582e-1543.17767410343791e-154
17515.36941056805024e-1532.68470528402512e-153
17614.55231557285529e-1522.27615778642764e-152
17713.8078471795827e-1511.90392358979135e-151
17813.12186762551612e-1501.56093381275806e-150
17912.58589384367684e-1491.29294692183842e-149
18012.13128643201439e-1481.06564321600719e-148
18111.19389077181494e-1475.96945385907468e-148
18219.28243922668372e-1474.64121961334186e-147
18315.85034477814982e-1462.92517238907491e-146
18412.93764243416946e-1451.46882121708473e-145
18512.34973306989906e-1441.17486653494953e-144
18611.81914669539672e-1439.09573347698361e-144
18711.02835049273892e-1425.1417524636946e-143
18818.22312689313718e-1424.11156344656859e-142
18915.17623890775896e-1412.58811945387948e-141
19014.09460299798186e-1402.04730149899093e-140
19112.86133648286275e-1391.43066824143137e-139
19212.24169942065022e-1381.12084971032511e-138
19311.71477266090002e-1378.5738633045001e-138
19411.33033019242680e-1366.65165096213399e-137
19511.02979425099125e-1355.14897125495626e-136
19617.86625418013291e-1353.93312709006645e-135
19714.82394781009247e-1342.41197390504624e-134
19813.65606874198137e-1331.82803437099069e-133
19912.760554579139e-1321.3802772895695e-132
20011.08473964925735e-1315.42369824628673e-132
20118.152679153685e-1314.0763395768425e-131
20216.10355084770988e-1303.05177542385494e-130
20314.55138916753169e-1292.27569458376584e-129
20413.37781895033894e-1281.68890947516947e-128
20511.36185904061636e-1276.8092952030818e-128
20611.00651567910875e-1265.03257839554377e-127
20717.2527881687471e-1263.62639408437355e-126
20815.31440011675515e-1252.65720005837758e-125
20917.06946776071252e-1253.53473388035626e-125
21015.17014438287797e-1242.58507219143899e-124
21113.7616639600893e-1231.88083198004465e-123
21212.72371038139153e-1221.36185519069577e-122
21311.92968774206204e-1219.6484387103102e-122
21411.35620312944486e-1206.78101564722432e-121
21519.69837140532942e-1204.84918570266471e-120
21616.8920184078478e-1193.4460092039239e-119
21714.90819954073315e-1182.45409977036657e-118
21813.45336267725205e-1171.72668133862602e-117
21912.4189522308754e-1161.2094761154377e-116
22019.56828101158086e-1164.78414050579043e-116
22116.24001973230026e-1153.12000986615013e-115
22214.32052519218502e-1142.16026259609251e-114
22312.98302177549752e-1131.49151088774876e-113
22412.04553939212164e-1121.02276969606082e-112
22511.39790387519517e-1116.98951937597587e-112
22619.58905026466825e-1114.79452513233413e-111
22716.48101979399692e-1103.24050989699846e-110
22814.35917831466066e-1092.17958915733033e-109
22912.7963397157576e-1081.3981698578788e-108
23011.86421904739282e-1079.32109523696412e-108
23111.23520065311839e-1066.17600326559197e-107
23218.15834499509773e-1064.07917249754886e-106
23315.36231922266724e-1052.68115961133362e-105
23413.42683112840561e-1041.71341556420280e-104
23512.23060406846627e-1031.11530203423313e-103
23611.44730515991132e-1027.2365257995566e-103
23719.32929302224159e-1024.66464651112079e-102
23815.96603384380663e-1012.98301692190331e-101
23913.8082292720429e-1001.90411463602145e-100
24012.41896504420745e-991.20948252210372e-99
24111.52898186428796e-987.64490932143981e-99
24219.38251702616978e-984.69125851308489e-98
24315.87236328486218e-972.93618164243109e-97
24413.65467226785307e-961.82733613392654e-96
24512.05595842790578e-951.02797921395289e-95
24611.27648040304598e-946.3824020152299e-95
24717.88941943239397e-943.94470971619699e-94
24814.88797939693878e-932.44398969846939e-93
24912.99280035897900e-921.49640017948950e-92
25011.82397350220524e-919.1198675110262e-92
25111.02684238597883e-905.13421192989417e-91
25216.20207599188318e-903.10103799594159e-90
25313.67205243777836e-891.83602621888918e-89
25411.26344157731675e-886.31720788658374e-89
25511.10629016940840e-885.53145084704198e-89
25616.61606830005559e-883.30803415002779e-88
25712.56010097078301e-871.28005048539150e-87
25811.02725190003165e-865.13625950015823e-87
25916.11877799947219e-863.05938899973609e-86
26013.59856226961407e-851.79928113480704e-85
26112.12278275799868e-841.06139137899934e-84
26211.24608744123913e-836.23043720619564e-84
26316.9496251826729e-833.47481259133645e-83
26413.73922182950213e-821.86961091475106e-82
26512.16456137256903e-811.08228068628451e-81
26611.23695090960439e-806.18475454802195e-81
26717.08963447612879e-803.54481723806439e-80
26814.05255560497639e-792.02627780248819e-79
26912.29935572908357e-781.14967786454178e-78
27011.24635265349069e-776.23176326745344e-78
27117.00227143968867e-773.50113571984433e-77
27213.91341910229180e-761.95670955114590e-76
27312.17550915678669e-751.08775457839334e-75
27411.21291473526242e-746.0645736763121e-75
27516.63022630032812e-743.31511315016406e-74
27613.64864725431761e-731.82432362715880e-73
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28613.62300920199462e-661.81150460099731e-66
28711.88544639622968e-659.4272319811484e-66
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29411.51129402828798e-607.55647014143989e-61
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29711.39579842098341e-586.97899210491703e-59
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31416.08310628436583e-483.04155314218291e-48
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31812.46724474206701e-451.23362237103350e-45
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32516.70892466323028e-413.35446233161514e-41
32612.84483001146837e-401.42241500573418e-40
32711.13489320863323e-395.67446604316617e-40
32814.36380041049222e-392.18190020524611e-39
32911.80240869734952e-389.01204348674759e-39
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33211.21919512452601e-366.09597562263006e-37
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34515.09713600724034e-292.54856800362017e-29
34611.86328140408195e-289.31640702040977e-29
34716.85610178369314e-283.42805089184657e-28
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34918.80983433531423e-274.40491716765711e-27
35013.1201528606306e-261.5600764303153e-26
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35414.21003108045935e-242.10501554022967e-24
35511.43127614388387e-237.15638071941937e-24
35614.82414032606048e-232.41207016303024e-23
35711.10934802046971e-225.54674010234855e-23
35813.70939489824677e-221.85469744912338e-22
35911.22932610193907e-216.14663050969534e-22
36014.03749186798014e-212.01874593399007e-21
36111.32085216476633e-206.60426082383167e-21
36214.25912300284617e-202.12956150142308e-20
36311.36054306482550e-196.80271532412749e-20
36414.17954683444049e-192.08977341722024e-19
36511.3217162323335e-186.6085811616675e-19
36614.10739367061089e-182.05369683530545e-18
36711.26385970536471e-176.31929852682355e-18
36813.85010776182874e-171.92505388091437e-17
36911.16097545140712e-165.8048772570356e-17
37013.46482610458511e-161.73241305229255e-16
37111.02324006033275e-155.11620030166373e-16
3720.9999999999999983.05856737910809e-151.52928368955404e-15
3730.9999999999999968.40647910894658e-154.20323955447329e-15
3740.9999999999999882.45690959967185e-141.22845479983593e-14
3750.9999999999999656.98550435189647e-143.49275217594823e-14
3760.9999999999999021.96365586060994e-139.81827930304971e-14
3770.9999999999997265.48410162908328e-132.74205081454164e-13
3780.9999999999992531.49438736362955e-127.47193681814774e-13
3790.9999999999979724.0553021394768e-122.0276510697384e-12
3800.9999999999945651.08708811140871e-115.43544055704357e-12
3810.999999999985612.87793553396181e-111.43896776698091e-11
3820.99999999996457.09991188728327e-113.54995594364163e-11
3830.9999999999179791.64042049211253e-108.20210246056263e-11
3840.999999999789734.20538098266969e-102.10269049133484e-10
3850.9999999994576331.08473421218375e-095.42367106091873e-10
3860.9999999989156162.16876717081789e-091.08438358540895e-09
3870.9999999973394345.32113257139653e-092.66056628569827e-09
3880.9999999939407181.21185648485714e-086.05928242428568e-09
3890.9999999852973732.94052548940487e-081.47026274470244e-08
3900.9999999645643597.08712821871938e-083.54356410935969e-08
3910.9999999177001411.64599717659873e-078.22998588299365e-08
3920.9999998076436153.84712769202265e-071.92356384601132e-07
3930.9999995517385568.9652288760724e-074.4826144380362e-07
3940.9999991270976551.74580469007006e-068.72902345035029e-07
3950.9999981502138583.69957228409926e-061.84978614204963e-06
3960.9999959001651488.19966970401097e-064.09983485200549e-06
3970.999992408339351.51833212993339e-057.59166064966695e-06
3980.9999835207309543.29585380928391e-051.64792690464195e-05
3990.9999650934797186.9813040563984e-053.4906520281992e-05
4000.9999276564706370.0001446870587268757.23435293634375e-05
4010.9998548680150540.0002902639698921960.000145131984946098
4020.9997280408947660.0005439182104675680.000271959105233784
4030.9994846321971070.001030735605785720.000515367802892859
4040.9990009194738380.001998161052324160.00099908052616208
4050.998123749983380.003752500033241990.00187625001662099
4060.996544329584510.00691134083097850.00345567041548925
4070.9938935542992080.01221289140158490.00610644570079244
4080.9901005566675970.01979888666480540.0098994433324027
4090.983442415009280.03311516998143870.0165575849907193
4100.971948941650390.05610211669922110.0280510583496105
4110.9539352421394660.0921295157210690.0460647578605345
4120.9334672365641920.1330655268716160.066532763435808
4130.896415453514490.2071690929710200.103584546485510
4140.8482378671920480.3035242656159040.151762132807952
4150.779965878717570.4400682425648590.220034121282430
4160.6926358683914060.6147282632171880.307364131608594
4170.9079764218499530.1840471563000940.092023578150047
4180.8403354515015680.3193290969968650.159664548498433
4190.7553978073281710.4892043853436570.244602192671829
4200.6242974071511650.751405185697670.375702592848835
4210.4614339246511770.9228678493023550.538566075348823


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level3970.963592233009709NOK
5% type I error level4000.970873786407767NOK
10% type I error level4020.975728155339806NOK