Multiple Linear Regression - Estimated Regression Equation
y[t] = + 16.2097836640421 + 1.45688300262456c2[t] -1.28387808795155scha05[t] + 0.291368122844493sch06[t] + 1.27574601705417sch31[t] + 3.08188128952843sch00[t] + 0.56636208019482sch53[t] -1.30822250582653sch16[t] -0.121948193980352sch41[t] + 0.563077592655429sch17[t] + 3.49398765493987sch40[t] -1.67047534706349sch10[t] -1.08106655072456sch01[t] + 0.646695604679441hak3[t] + 1.88659249889447hak5[t] -0.381241487534988hak0[t] + 0.882159671490943hak6[t] -1.88000235740645hak8[t] -0.283803528067498hak7[t] + 0.364441650294914hak4[t] -11.5778044809571type0[t] -12.5303590038675type1[t] -12.4721926148366type3[t] + 2.07475189040581hak3_type0[t] -0.967621145519392hak5_type0[t] -2.08353822112708hak5_type1[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)16.20978366404211.51456510.702600
c21.456883002624560.7109822.04910.0409780.020489
scha05-1.283878087951551.250327-1.02680.3050.1525
sch060.2913681228444931.0186990.2860.7749830.387491
sch311.275746017054171.1907091.07140.2845040.142252
sch003.081881289528430.988953.11630.0019380.000969
sch530.566362080194821.1877350.47680.6336850.316842
sch16-1.308222505826531.927608-0.67870.497660.24883
sch41-0.1219481939803520.757331-0.1610.8721410.43607
sch170.5630775926554291.4585840.3860.699630.349815
sch403.493987654939870.7579494.60985e-063e-06
sch10-1.670475347063491.070804-1.560.1193940.059697
sch01-1.081066550724560.919786-1.17530.2404220.120211
hak30.6466956046794411.5469490.4180.6760950.338047
hak51.886592498894474.8111990.39210.6951340.347567
hak0-0.3812414875349881.277317-0.29850.7654690.382735
hak60.8821596714909430.7990351.1040.2701160.135058
hak8-1.880002357406451.052465-1.78630.0746650.037332
hak7-0.2838035280674980.746134-0.38040.7038370.351919
hak40.3644416502949140.8967120.40640.684610.342305
type0-11.57780448095711.629361-7.105700
type1-12.53035900386751.635123-7.663300
type3-12.47219261483661.800312-6.927800
hak3_type02.074751890405811.8462321.12380.2616530.130826
hak5_type0-0.9676211455193924.807577-0.20130.840570.420285
hak5_type1-2.083538221127085.188463-0.40160.6881730.344086


Multiple Linear Regression - Regression Statistics
Multiple R0.524504041954524
R-squared0.275104490026633
Adjusted R-squared0.238493605684544
F-TEST (value)7.51428147586052
F-TEST (DF numerator)25
F-TEST (DF denominator)495
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation4.63259636157476
Sum Squared Residuals10623.1697793915


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
187.526431592843190.473568407156808
297.526431592843251.47356840715675
389.10167780363929-1.10167780363929
457.05874928453281-2.05874928453281
5310.0897148286131-7.08971482861306
644.81709977574481-0.817099775744805
724.81709977574481-2.81709977574481
812.94251518972347-1.94251518972347
932.942515189723460.0574848102765384
1062.942515189723473.05748481027653
1112.94251518972347-1.94251518972347
1254.817099775744820.18290022425518
1305.39219066059558-5.39219066059558
1411.73564049781873-0.735640497818729
1550.5737106038475364.42628939615246
1626.07721644723136-4.07721644723136
1753.331839327157681.66816067284232
1825.35157634673895-3.35157634673895
1926.94777517607789-4.94777517607789
2000.187113344735588-0.187113344735588
2133.33183932715769-0.331839327157686
2229.00812650951579-7.00812650951579
2326.07721644723136-4.07721644723136
2425.39219066059557-3.39219066059557
2525.51413885457593-3.51413885457593
2636.94777517607789-3.94777517607789
2725.35157634673895-3.35157634673895
2804.22622746103713-4.22622746103713
2911.73564049781873-0.73564049781873
3075.169425748052911.83057425194709
3134.78282848894097-1.78282848894097
3224.78282848894097-2.78282848894097
3344.804984097758-0.804984097757998
3425.16942574805291-3.16942574805291
3545.16942574805291-1.16942574805291
3605.3722372852799-5.3722372852799
3705.00779563498499-5.00779563498499
3825.3722372852799-3.3722372852799
3935.3722372852799-2.37223728527991
4035.00779563498499-2.00779563498499
41144.245786740369479.75421325963053
42134.245786740369468.75421325963054
4323.86454525283448-1.86454525283448
4453.970792783019141.02920721698086
4523.86454525283448-1.86454525283448
4653.589551295484151.41044870451585
4723.58955129548415-1.58955129548415
4833.86454525283448-0.864545252834478
4925.35157634673895-3.35157634673895
5025.35157634673895-3.35157634673895
5145.35157634673895-1.35157634673895
5291.735640497818737.26435950218127
5337.84216330995735-4.84216330995735
5435.35157634673895-2.35157634673895
5587.842163309957350.15783669004265
56109.008126509515790.991873490484208
5795.392190660595583.60780933940442
5864.510030989104631.48996901089537
5911.73564049781873-0.73564049781873
6035.42900234247971-2.42900234247971
6125.35157634673895-3.35157634673895
6202.63002863169819-2.63002863169819
6339.04493819139992-6.04493819139992
6426.2459644806184-4.2459644806184
6504.22622746103713-4.22622746103713
6695.429002342479713.57099765752029
6743.331839327157680.668160672842323
6875.429002342479711.57099765752029
6912.63002863169819-1.63002863169819
7006.2459644806184-6.2459644806184
7124.51003098910463-2.51003098910463
7231.735640497818731.26435950218127
7314.22622746103713-3.22622746103713
7458.21818895232763-3.21818895232763
7515.72395545113307-4.72395545113307
7683.465832315735714.53416768426429
77410.086055697849-6.08605569784897
7847.05874928453282-3.05874928453282
7984.49912517952713.5008748204729
8098.283579556138790.716420443861208
81105.37223728527994.6277627147201
823611.892190970323224.1078090296768
83107.570911131740052.42908886825995
8466.45330383600446-0.453303836004459
8515.78300326747865-4.78300326747865
8625.3722372852799-3.3722372852799
8769.53518512553289-3.53518512553289
8885.783003267478652.21699673252135
8996.412053679853382.58794632014662
9094.49912517952714.5008748204729
9125.13630766279921-3.13630766279921
92110.0897148286131-9.08971482861305
9384.112527920415153.88747207958485
94610.0897148286131-4.08971482861305
9574.055241112074652.94475888792535
96610.0897148286131-4.08971482861305
9756.45330383600446-1.45330383600446
9818.24676787425465-7.24676787425466
9937.29920166192912-4.29920166192912
10083.465832315735714.53416768426429
10135.3722372852799-2.37223728527991
102411.8921909703232-7.89219097032322
103108.246767874254661.75323212574534
10476.744671958848950.255328041151046
10554.112527920415150.887472079584847
10648.21818895232763-4.21818895232763
10744.4991251795271-0.4991251795271
108511.8921909703232-6.89219097032322
10975.136307662799211.86369233720079
11027.1398343337313-5.1398343337313
11195.783003267478653.21699673252135
11247.29920166192912-3.29920166192912
11396.412053679853382.58794632014662
114662.34734852540795e-15
11585.429002342479712.57099765752029
11624.51003098910463-2.51003098910463
11715.42900234247971-4.42900234247971
11832.961503836021490.0384961639785106
11942.961503836021491.03849616397851
12032.961503836021490.0384961639785106
12135.42900234247971-2.42900234247971
12223.34810109513344-1.34810109513344
12322.96150383602149-0.961503836021489
12442.961503836021491.03849616397851
12524.22622746103713-2.22622746103713
12632.961503836021490.0384961639785106
12734.22622746103713-1.22622746103713
12834.63197918308498-1.63197918308498
12934.63197918308498-1.63197918308498
13065.169425748052910.830574251947088
13175.792117435938611.20788256406139
13265.792117435938610.207882564061387
13395.926766988360073.07323301163993
13407.00783353908462-7.00783353908462
13517.72904985305863-6.72904985305863
13685.926766988360072.07323301163993
13797.007833539084631.99216646091537
138610.0897148286131-4.08971482861305
139118.582630602622552.41736939737745
14036.74467195884895-3.74467195884895
14167.72904985305863-1.72904985305863
14267.12574759999798-1.12574759999798
14386.744671958848951.25532804115105
144125.550950536460066.44904946353994
14519.04493819139993-8.04493819139993
14695.429002342479713.57099765752029
147105.169425748052914.83057425194709
14854.782828488940970.217171511059034
14937.00783353908462-4.00783353908462
15056.07721644723136-1.07721644723136
1511110.08971482861310.91028517138695
15275.429002342479711.57099765752029
15395.392190660595583.60780933940442
154217.2314784841898813.7685215158101
155127.231478484189884.76852151581012
15633.61564285522517-0.615642855225174
15753.961983212301971.03801678769803
158113.961983212301977.03801678769803
15943.961983212301970.0380167876980323
160118.125966838024852.87403316197515
161188.125966838024859.87403316197515
16269.04493819139993-3.04493819139993
16389.04493819139993-1.04493819139993
16487.842163309957350.15783669004265
165129.044938191399932.95506180860007
16658.12596683802485-3.12596683802485
16728.12596683802485-6.12596683802485
16837.84216330995735-4.84216330995735
169117.842163309957353.15783669004265
170269.0449381913999216.9550618086001
17128.12596683802485-6.12596683802485
17225.51413885457593-3.51413885457593
17385.195056775740412.80494322425959
174157.842163309957357.15783669004265
175187.8421633099573610.1578366900426
176104.348175655017495.65182434498251
17729.04493819139992-7.04493819139992
17867.84216330995735-1.84216330995735
17978.12596683802485-1.12596683802485
180168.125966838024857.87403316197515
181238.1259668380248514.8740331619752
18224.34817565501749-2.34817565501749
18318.12596683802485-7.12596683802485
18477.84216330995735-0.842163309957351
185108.125966838024851.87403316197515
186138.125966838024854.87403316197515
187119.044938191399931.95506180860007
18877.23147848418988-0.231478484189881
189197.8421633099573611.1578366900426
19044.34817565501749-0.348175655017486
19158.12596683802485-3.12596683802485
192249.0449381913999314.9550618086001
193105.429002342479714.57099765752029
194138.125966838024854.87403316197515
195107.842163309957352.15783669004265
196119.044938191399931.95506180860007
197144.348175655017499.65182434498251
19877.84216330995735-0.842163309957351
199128.125966838024853.87403316197515
20087.231478484189880.76852151581012
20165.429002342479710.57099765752029
20218.12596683802485-7.12596683802485
20368.12596683802485-2.12596683802485
20489.04493819139993-1.04493819139993
20568.12596683802485-2.12596683802485
20624.34817565501749-2.34817565501749
207209.0449381913999310.9550618086001
208138.125966838024854.87403316197515
209188.125966838024859.87403316197515
21038.12596683802485-5.12596683802485
211158.125966838024856.87403316197515
21245.51413885457593-1.51413885457593
21369.04493819139993-3.04493819139993
214117.842163309957353.15783669004265
21545.51413885457593-1.51413885457593
216248.1259668380248515.8740331619752
21779.04493819139993-2.04493819139993
218148.125966838024855.87403316197515
219168.125966838024857.87403316197515
22098.125966838024850.874033161975153
22115.19505677574041-4.19505677574041
22225.19505677574041-3.19505677574041
22303.67942466017465-3.67942466017465
22403.67942466017465-3.67942466017465
22503.34810109513344-3.34810109513344
22607.23147848418988-7.23147848418988
22713.34810109513344-2.34810109513344
22853.482478937942031.51752106205797
22903.67942466017465-3.67942466017465
23027.23147848418988-5.23147848418988
23135.19505677574041-2.19505677574041
23243.482478937942030.517521062057968
23313.67942466017465-2.67942466017465
234103.482478937942036.51752106205797
23513.67942466017465-2.67942466017465
23603.67942466017465-3.67942466017465
23707.23147848418988-7.23147848418988
23803.71254274542835-3.71254274542835
23902.429368543379-2.429368543379
24034.9964208333799-1.9964208333799
24115.28778895622439-4.28778895622439
24251.735640497818733.26435950218127
24315.28778895622439-4.28778895622439
24444.93946998132751-0.939469981327509
24512.429368543379-1.429368543379
24644.93946998132751-0.939469981327509
24733.67942466017465-0.679424660174648
2482517.66666666666677.33333333333334
2491017.6666666666667-7.66666666666666
2501917.66666666666671.33333333333333
2511617.6666666666667-1.66666666666667
2521417.6666666666667-3.66666666666666
2531017.6666666666667-7.66666666666666
2541217.6666666666667-5.66666666666666
2552017.66666666666672.33333333333333
2562217.66666666666674.33333333333334
2571317.6666666666667-4.66666666666666
2581717.6666666666667-0.666666666666667
2593417.666666666666716.3333333333333
260134.250737695558.74926230445
26154.250737695550.749262304450004
26264.250737695551.74926230445
26314.25073769555-3.25073769555
26487.842163309957350.15783669004265
26544.9964208333799-0.996420833379898
26654.46988398573550.530116014264496
26784.226227461037133.77377253896287
26864.46988398573551.5301160142645
26988.12596683802485-0.125966838024848
27026.94777517607789-4.94777517607789
27106.9477751760779-6.9477751760779
27213.45378752113803-2.45378752113803
273105.805506977420424.19449302257958
27405.80550697742042-5.80550697742042
27514.22622746103713-3.22622746103713
27683.267109104292934.73289089570707
27775.805506977420421.19449302257958
27884.874472639399553.12552736060045
27944.49780252671612-0.497802526716121
28013.88047518939657-2.88047518939657
28197.70163201022491.2983679897751
28284.469883985735513.53011601426449
28339.04493819139992-6.04493819139992
28459.04493819139993-4.04493819139993
28507.84216330995735-7.84216330995735
28613.61564285522517-2.61564285522517
28717.84216330995735-6.84216330995735
28832.677700307953990.322299692046011
28957.84216330995735-2.84216330995735
29077.84216330995735-0.842163309957351
29117.84216330995735-6.84216330995735
29227.84216330995735-5.84216330995735
293139.044938191399933.95506180860008
29449.04493819139993-5.04493819139992
29503.26710910429293-3.26710910429293
29643.267109104292930.732890895707071
29713.26710910429293-2.26710910429293
29846.27236012744568-2.27236012744568
29903.26710910429293-3.26710910429293
30006.27236012744567-6.27236012744567
30113.26710910429293-2.26710910429293
30223.26710910429293-1.26710910429293
30303.26710910429293-3.26710910429293
30423.26710910429293-1.26710910429293
30501.73564049781873-1.73564049781873
30663.331839327157682.66816067284232
30744.93946998132751-0.939469981327509
30873.745155643982533.25484435601747
30964.939469981327511.06053001867249
31011.73564049781873-0.73564049781873
31103.33183932715768-3.33183932715768
31262.420666284454513.57933371554549
31334.93946998132751-1.93946998132751
31424.93946998132751-2.93946998132751
31524.93946998132751-2.93946998132751
31622.42066628445451-0.42066628445451
31703.74515564398253-3.74515564398253
31803.67942466017465-3.67942466017465
31943.679424660174650.320575339825351
32004.34817565501749-4.34817565501749
32133.67942466017465-0.679424660174648
32204.63197918308498-4.63197918308498
32314.51003098910463-3.51003098910463
32413.67942466017465-2.67942466017465
32523.67942466017465-1.67942466017465
32673.679424660174653.32057533982535
32733.67942466017465-0.679424660174648
32803.67942466017465-3.67942466017465
32923.33183932715768-1.33183932715768
33011.73564049781873-0.73564049781873
33121.735640497818730.26435950218127
33253.453787521138031.54621247886197
33368.11373837563634-2.11373837563634
33444.49780252671612-0.497802526716121
33513.33183932715768-2.33183932715768
33634.49780252671612-1.49780252671612
33703.67942466017465-3.67942466017465
33825.39219066059557-3.39219066059557
33944.32612026485409-0.326120264854089
34027.84216330995735-5.84216330995735
34128.12596683802485-6.12596683802485
34243.482478937942030.517521062057968
34311.73564049781873-0.73564049781873
34410.1871133447355880.812886655264412
34533.67942466017465-0.679424660174648
346123.679424660174658.32057533982535
34713.67942466017465-2.67942466017465
34874.245786740369472.75421325963053
34924.61022839066438-2.61022839066438
35003.67942466017465-3.67942466017465
35104.04884101813685-4.04884101813685
35240.573710603847533.42628939615247
35343.395621132107150.604378867892849
35431.735640497818731.26435950218127
35563.679424660174652.32057533982535
35601.73564049781873-1.73564049781873
35754.610228390664380.389771609335621
35803.67942466017465-3.67942466017465
35933.39562113210715-0.39562113210715
36072.371202154348124.62879784565188
361103.273672938126796.72632706187321
36263.27367293812682.7263270618732
36362.961503836021493.03849616397851
36412.96150383602149-1.96150383602149
36524.25073769555-2.25073769555
36694.250737695549994.74926230445001
36702.96150383602149-2.96150383602149
36854.250737695550.749262304450004
36912.96150383602149-1.96150383602149
37023.96198321230197-1.96198321230197
37114.61022839066438-3.61022839066438
37223.96198321230197-1.96198321230197
37343.961983212301970.0380167876980323
37423.96198321230197-1.96198321230197
37584.610228390664383.38977160933562
37644.61022839066438-0.61022839066438
377117.007833539084623.99216646091538
378129.008126509515792.99187349048421
379105.514138854575934.48586114542407
380115.514138854575935.48586114542407
38155.51413885457593-0.514138854575927
38287.364608202763720.635391797236285
38387.364608202763720.635391797236285
384106.088862185709543.91113781429046
38546.08886218570955-2.08886218570955
38635.39219066059557-2.39219066059557
387108.283579556138791.71642044386121
38897.007833539084631.99216646091537
389115.514138854575935.48586114542407
39095.514138854575933.48586114542407
39155.51413885457593-0.514138854575927
39285.392190660595572.60780933940443
393105.514138854575934.48586114542407
39457.29920166192912-2.29920166192912
39587.299201661929120.700798338070883
396108.283579556138791.71642044386121
39775.392190660595581.60780933940442
39824.51003098910463-2.51003098910463
39974.510030989104632.48996901089537
40025.42900234247971-3.42900234247971
40154.510030989104630.489969010895367
40254.510030989104630.489969010895367
40344.61975072069647-0.61975072069647
40425.55095053646006-3.55095053646006
40515.55095053646006-4.55095053646006
40634.61975072069647-1.61975072069647
40758.11373837563634-3.11373837563634
40828.11373837563634-6.11373837563634
40998.113738375636340.886261624363664
41024.25073769555-2.25073769555
41104.02895917205002-4.02895917205002
41202.65652449848097-2.65652449848097
41324.4698839857355-2.4698839857355
41404.4698839857355-4.4698839857355
41504.02895917205002-4.02895917205002
41604.02895917205002-4.02895917205002
41705.42900234247971-5.42900234247971
41805.42900234247971-5.42900234247971
41905.42900234247971-5.42900234247971
42025.55095053646006-3.55095053646006
42115.55095053646006-4.55095053646006
42215.42900234247971-4.42900234247971
42305.3722372852799-5.3722372852799
42435.78300326747865-2.78300326747865
42525.92676698836007-3.92676698836007
42645.3722372852799-1.37223728527991
427310.089714828613-7.08971482861305
42815.16942574805291-4.16942574805291
429168.490408488319767.50959151168024
43066.53566881066646-0.535668810666456
43195.37223728527993.62776271472009
43297.007833539084631.99216646091537
43305.12794641186041-5.12794641186041
43495.926766988360073.07323301163993
43586.272360127445671.72763987255433
43605.42900234247971-5.42900234247971
43717.35342667817023-6.35342667817023
4381210.0860556978491.91394430215104
439106.971021857200493.02897814279951
44075.127946411860411.87205358813959
441136.535668810666456.46433118933355
442166.535668810666469.46433118933354
44361.670910274953984.32908972504602
44474.510030989104632.48996901089537
44554.439636137685240.560363862314762
44698.113738375636340.886261624363664
447119.044938191399931.95506180860007
448118.283579556138792.71642044386121
449136.272360127445676.72763987255433
450137.299201661929125.70079833807088
45105.12794641186041-5.12794641186041
452126.535668810666455.46433118933355
453125.392190660595586.60780933940442
45425.42900234247971-3.42900234247971
45526.97102185720049-4.97102185720049
456126.744671958848955.25532804115105
45775.514138854575931.48586114542407
45814.22622746103713-3.22622746103713
45904.70193671675409-4.70193671675409
46065.429002342479710.57099765752029
461146.535668810666467.46433118933354
462106.971021857200493.02897814279951
463117.016381428659893.98361857134011
46443.915354282655340.0846457173446591
46584.439636137685243.56036386231476
466124.497802526716127.50219747328388
46709.0081265095158-9.0081265095158
468106.272360127445673.72763987255433
4691410.0860556978493.91394430215104
470126.744671958848955.25532804115105
47114.63197918308498-3.63197918308498
47208.63283182598849-8.63283182598849
47395.550950536460063.44904946353994
474121.6709102749539810.329089725046
47598.283579556138790.716420443861208
47669.04493819139993-3.04493819139993
477126.744671958848955.25532804115105
478176.9710218572004910.0289781427995
479107.299201661929122.70079833807088
480128.283579556138793.71642044386121
481196.5356688106664612.4643311893335
482125.559498426035326.44050157396468
483118.125966838024852.87403316197515
48498.632831825988490.367168174011512
48554.561584331665590.438415668334411
486126.453303836004465.54669616399554
48756.74467195884895-1.74467195884895
48858.28357955613879-3.28357955613879
489108.632831825988491.36716817401151
49095.37223728527993.62776271472009
491910.4353079676987-1.43530796769866
492144.469883985735519.53011601426449
493229.0449381913999312.9550618086001
494178.632831825988498.36716817401151
495136.971021857200496.02897814279951
49684.497802526716123.50219747328388
49704.43963613768524-4.43963613768524
498124.874472639399557.12552736060045
49905.3722372852799-5.3722372852799
50038.02124323009502-5.02124323009502
50148.28357955613879-4.28357955613879
502108.283579556138791.71642044386121
503108.283579556138791.71642044386121
504129.008126509515792.99187349048421
505148.283579556138795.71642044386121
506146.535668810666467.46433118933354
50755.42900234247971-0.42900234247971
508155.842318659304559.15768134069545
50976.744671958848950.255328041151046
510155.926766988360079.07323301163993
511157.007833539084637.99216646091537
512114.874472639399546.12552736060046
51322.96150383602149-0.961503836021489
51412.96150383602149-1.96150383602149
51552.961503836021492.03849616397851
51652.961503836021492.03849616397851
51741.735640497818732.26435950218127
51871.735640497818735.26435950218127
51951.735640497818733.26435950218127
52041.735640497818732.26435950218127
52122.96150383602149-0.961503836021489


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
290.2887923905828470.5775847811656940.711207609417153
300.1514870787970390.3029741575940780.848512921202961
310.0740957689470360.1481915378940720.925904231052964
320.03412318387872020.06824636775744030.96587681612128
330.01437351499230390.02874702998460780.985626485007696
340.02201368300394430.04402736600788860.977986316996056
350.01064785958077620.02129571916155240.989352140419224
360.004740813357328910.009481626714657830.995259186642671
370.002053564947815810.004107129895631610.997946435052184
380.001024272141848810.002048544283697620.998975727858151
390.0005686727990904870.001137345598180970.99943132720091
400.0003618850857039830.0007237701714079660.999638114914296
410.000153815957153370.0003076319143067390.999846184042847
426.76865715875383e-050.0001353731431750770.999932313428412
432.58027148281228e-055.16054296562455e-050.999974197285172
449.5692106995379e-061.91384213990758e-050.9999904307893
453.45807553286185e-066.91615106572371e-060.999996541924467
460.000150450892996020.000300901785992040.999849549107004
477.10651151043422e-050.0001421302302086840.999928934884896
483.37216656947289e-056.74433313894579e-050.999966278334305
491.51486294329036e-053.02972588658072e-050.999984851370567
506.6468579283302e-061.32937158566604e-050.999993353142072
514.28457313862919e-068.56914627725839e-060.999995715426861
525.21226509959464e-050.0001042453019918930.999947877349004
534.10871322027373e-058.21742644054746e-050.999958912867797
542.02737136999522e-054.05474273999043e-050.9999797262863
556.27193904035662e-050.0001254387808071320.999937280609596
560.0004395424187875060.0008790848375750130.999560457581212
570.0007925639057425170.001585127811485030.999207436094257
580.000489248018056780.0009784960361135590.999510751981943
590.0003057836743684830.0006115673487369650.999694216325631
600.0001768757989906730.0003537515979813470.999823124201009
610.000106145210114110.0002122904202282190.999893854789886
627.01201936589651e-050.000140240387317930.999929879806341
634.19232600742896e-058.38465201485791e-050.999958076739926
642.40402677394974e-054.80805354789948e-050.99997595973226
651.74973871258774e-053.49947742517548e-050.999982502612874
663.55863242516912e-057.11726485033824e-050.999964413675748
672.05335943783336e-054.10671887566673e-050.999979466405622
681.35609920223398e-052.71219840446796e-050.999986439007978
697.54244380150517e-061.50848876030103e-050.999992457556198
705.08321597986615e-061.01664319597323e-050.99999491678402
714.75267437533161e-069.50534875066321e-060.999995247325625
722.68365411253547e-065.36730822507093e-060.999997316345888
731.56763562677748e-063.13527125355497e-060.999998432364373
749.25289043306748e-071.8505780866135e-060.999999074710957
757.27621278203422e-071.45524255640684e-060.999999272378722
761.09410597500185e-062.1882119500037e-060.999998905894025
776.37218709790918e-071.27443741958184e-060.99999936278129
783.59102274034767e-077.18204548069535e-070.999999640897726
791.97347438473073e-073.94694876946146e-070.999999802652561
807.32616817697003e-071.46523363539401e-060.999999267383182
815.44091635722844e-061.08818327144569e-050.999994559083643
820.1069971588313950.2139943176627890.893002841168605
830.1549520769098120.3099041538196230.845047923090188
840.1355541815841360.2711083631682730.864445818415864
850.1360649043979120.2721298087958230.863935095602088
860.1191466397065370.2382932794130740.880853360293463
870.129575206364580.259150412729160.87042479363542
880.1182210872017130.2364421744034260.881778912798287
890.1182480673117570.2364961346235140.881751932688243
900.111293919587960.222587839175920.88870608041204
910.09950429284252980.199008585685060.90049570715747
920.1402085591024090.2804171182048180.859791440897591
930.1246854503825990.2493709007651990.875314549617401
940.1092113422042450.2184226844084910.890788657795755
950.09637728284868740.1927545656973750.903622717151313
960.08351162054030490.167023241080610.916488379459695
970.07317050553452160.1463410110690430.926829494465478
980.06687756081718620.1337551216343720.933122439182814
990.05752282041249740.1150456408249950.942477179587503
1000.05125916520204390.1025183304040880.948740834797956
1010.04294799403845020.08589598807690040.95705200596155
1020.1031853415574130.2063706831148260.896814658442587
1030.1326890638975940.2653781277951890.867310936102406
1040.1177093883230310.2354187766460630.882290611676969
1050.1021549402264240.2043098804528480.897845059773576
1060.1025981801256380.2051963602512760.897401819874362
1070.09047012244188210.1809402448837640.909529877558118
1080.1145315535700470.2290631071400950.885468446429953
1090.1008545263104070.2017090526208130.899145473689593
1100.1197803365948820.2395606731897650.880219663405118
1110.114947205512250.22989441102450.88505279448775
1120.1011811105623450.202362221124690.898818889437655
1130.08961519761062740.1792303952212550.910384802389373
1140.07643962245192080.1528792449038420.923560377548079
1150.0697467471672650.139493494334530.930253252832735
1160.06278069160490230.1255613832098050.937219308395098
1170.06091115991715710.1218223198343140.939088840082843
1180.05147638834453120.1029527766890620.948523611655469
1190.04384754668791460.08769509337582910.956152453312085
1200.0365664945348450.073132989069690.963433505465155
1210.03124272658737630.06248545317475270.968757273412624
1220.02647682973666960.05295365947333920.97352317026333
1230.02182070746341860.04364141492683730.978179292536581
1240.01819405940815830.03638811881631670.981805940591842
1250.01499339085400380.02998678170800750.985006609145996
1260.01213336783259820.02426673566519630.987866632167402
1270.009923035934395230.01984607186879050.990076964065605
1280.007967162524121960.01593432504824390.992032837475878
1290.006363994609052430.01272798921810490.993636005390948
1300.005131594935862570.01026318987172510.994868405064137
1310.004100408046177940.008200816092355870.995899591953822
1320.003328110082356390.006656220164712780.996671889917644
1330.003802417160979510.007604834321959020.99619758283902
1340.003970807744822520.007941615489645030.996029192255177
1350.00420940157317630.00841880314635260.995790598426824
1360.003910641572015220.007821283144030430.996089358427985
1370.004052515511954560.008105031023909120.995947484488045
1380.003457804457924680.006915608915849360.996542195542075
1390.002949138963173470.005898277926346940.997050861036826
1400.002501134676145590.005002269352291180.997498865323854
1410.002084653917536680.004169307835073360.997915346082463
1420.00173773966390920.00347547932781840.998262260336091
1430.001547814376607250.003095628753214510.998452185623393
1440.002472305332277010.004944610664554020.997527694667723
1450.002858470419909860.005716940839819730.99714152958009
1460.00275767795565990.005515355911319790.99724232204434
1470.003186924026995180.006373848053990360.996813075973005
1480.002571566973874410.005143133947748820.997428433026126
1490.002254706293426760.004509412586853520.997745293706573
1500.001791898338062050.003583796676124090.998208101661938
1510.001770980678766060.003541961357532110.998229019321234
1520.001437435233487460.002874870466974920.998562564766513
1530.001475679909043410.002951359818086820.998524320090957
1540.006354134185546350.01270826837109270.993645865814454
1550.005637505503311130.01127501100662230.994362494496689
1560.004826807321743080.009653614643486170.995173192678257
1570.004401144214606740.008802288429213470.995598855785393
1580.004493316831950630.008986633663901260.995506683168049
1590.004282392422009910.008564784844019830.99571760757799
1600.005097974545431090.01019594909086220.994902025454569
1610.01742147922830490.03484295845660980.982578520771695
1620.0151106899029360.0302213798058720.984889310097064
1630.01268547724021040.02537095448042090.98731452275979
1640.01247169701702660.02494339403405320.987528302982973
1650.01214134803128930.02428269606257860.987858651968711
1660.01066101496912920.02132202993825850.989338985030871
1670.01164045045766330.02328090091532650.988359549542337
1680.0105356323980380.02107126479607590.989464367601962
1690.01309912161084530.02619824322169060.986900878389155
1700.1201350322277490.2402700644554970.879864967772251
1710.1288470740505610.2576941481011220.871152925949439
1720.1190525829271240.2381051658542490.880947417072875
1730.1104503078203740.2209006156407470.889549692179626
1740.1604397837793790.3208795675587580.839560216220621
1750.2730597808899010.5461195617798030.726940219110099
1760.2975835724613990.5951671449227980.702416427538601
1770.334204785722720.6684095714454390.66579521427728
1780.3117807979048310.6235615958096620.688219202095169
1790.2886329164767780.5772658329535560.711367083523222
1800.3455035143309330.6910070286618650.654496485669067
1810.6044618685647660.7910762628704680.395538131435234
1820.581708416010620.8365831679787590.41829158398938
1830.6252671538186390.7494656923627210.374732846181361
1840.5999500902900510.8000998194198980.400049909709949
1850.576679852991940.846640294016120.42332014700806
1860.5770599751644130.8458800496711730.422940024835587
1870.5536390068177170.8927219863645650.446360993182283
1880.5442682733331860.9114634533336280.455731726666814
1890.6808906706028210.6382186587943580.319109329397179
1900.6562040235862480.6875919528275050.343795976413752
1910.6454469016162340.7091061967675310.354553098383766
1920.8384728823619530.3230542352760930.161527117638047
1930.8353079169957010.3293841660085990.164692083004299
1940.8347789839654890.3304420320690220.165221016034511
1950.8214765524927470.3570468950145060.178523447507253
1960.8055557156622340.3888885686755330.194444284337766
1970.8654570890474120.2690858219051760.134542910952588
1980.850923232276740.298153535446520.14907676772326
1990.8447817905959950.3104364188080090.155218209404005
2000.8354973597833860.3290052804332290.164502640216614
2010.8189464213230510.3621071573538980.181053578676949
2020.8463736473708330.3072527052583330.153626352629167
2030.8344163172425060.3311673655149890.165583682757494
2040.8195133973305770.3609732053388460.180486602669423
2050.8061011885909590.3877976228180810.193898811409041
2060.7924474220792850.4151051558414290.207552577920715
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2600.9990242856712680.001951428657463090.000975714328731544
2610.9988123504471960.002375299105608220.00118764955280411
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2640.9981160869801070.003767826039785080.00188391301989254
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2700.9960132761470790.007973447705841620.00398672385292081
2710.9964474668800410.007105066239916920.00355253311995846
2720.9958954578323140.008209084335372170.00410454216768609
2730.9959759392372760.008048121525447030.00402406076272351
2740.996562568429810.006874863140380720.00343743157019036
2750.9962120388459310.007575922308138580.00378796115406929
2760.9962966177389110.007406764522178170.00370338226108908
2770.9956650189579780.008669962084044570.00433498104202229
2780.9950506270770520.009898745845895830.00494937292294792
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2800.9935855539929790.01282889201404230.00641444600702114
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2850.9940615360141290.01187692797174160.00593846398587078
2860.9930375828423460.01392483431530710.00696241715765356
2870.9941093196150570.01178136076988680.00589068038494339
2880.9929223688144540.01415526237109250.00707763118554625
2890.9919116736814780.01617665263704380.00808832631852191
2900.9903427743609120.01931445127817680.00965722563908841
2910.9920327751890960.01593444962180740.00796722481090372
2920.9929641236360240.0140717527279510.00703587636397551
2930.9929857402334650.01402851953307010.00701425976653503
2940.9930045224132920.01399095517341630.00699547758670814
2950.9924673268132470.01506534637350630.00753267318675316
2960.9909887584972130.01802248300557350.00901124150278676
2970.989843967481290.02031206503742020.0101560325187101
2980.9883833208392070.02323335832158680.0116166791607934
2990.987725022180710.02454995563858040.0122749778192902
3000.989683564377540.0206328712449190.0103164356224595
3010.9886648336628010.0226703326743990.0113351663371995
3020.987189767660080.02562046467984080.0128102323399204
3030.9873359284236190.02532814315276280.0126640715763814
3040.9863213177980690.02735736440386170.0136786822019309
3050.9841941308199770.0316117383600470.0158058691800235
3060.9823555772903060.03528884541938860.0176444227096943
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3100.9718193392667570.05636132146648660.0281806607332433
3110.9701879825144870.05962403497102520.0298120174855126
3120.9681447011464710.06371059770705750.0318552988535288
3130.9664906651604740.06701866967905240.0335093348395262
3140.9679802280486010.06403954390279870.0320197719513993
3150.9716172669923810.05676546601523790.028382733007619
3160.9712608183915680.05747836321686430.0287391816084322
3170.9721525345197250.05569493096054970.0278474654802748
3180.9700791366546890.05984172669062110.0299208633453106
3190.9653498846517910.06930023069641780.0346501153482089
3200.9702054696115230.05958906077695380.0297945303884769
3210.9653238111943350.06935237761132960.0346761888056648
3220.9654761130693220.06904777386135680.0345238869306784
3230.9625150590220380.07496988195592470.0374849409779623
3240.9580953710803820.08380925783923680.0419046289196184
3250.9521056845855930.09578863082881320.0478943154144066
3260.9503231297884190.09935374042316110.0496768702115805
3270.9428917931435490.1142164137129010.0571082068564505
3280.9388376938007550.122324612398490.061162306199245
3290.9315022645239680.1369954709520640.0684977354760319
3300.9247178149020510.1505643701958990.0752821850979494
3310.9161642534756570.1676714930486860.0838357465243431
3320.9074526411407180.1850947177185640.0925473588592822
3330.8969792605886350.206041478822730.103020739411365
3340.8840402790989960.2319194418020070.115959720901004
3350.8772643567898240.2454712864203520.122735643210176
3360.8637502983891950.272499403221610.136249701610805
3370.8561982475730850.2876035048538290.143801752426915
3380.8528100722870560.2943798554258870.147189927712944
3390.8410020931808370.3179958136383260.158997906819163
3400.8771486412567310.2457027174865380.122851358743269
3410.8914218374864490.2171563250271020.108578162513551
3420.8849450816445290.2301098367109420.115054918355471
3430.87692996856520.2461400628695990.1230700314348
3440.8648266854550330.2703466290899350.135173314544967
3450.8488838399769880.3022323200460230.151116160023012
3460.8988889117269070.2022221765461850.101111088273093
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3490.8871302434311460.2257395131377090.112869756568854
3500.8768086386936520.2463827226126950.123191361306348
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3520.8806332620222090.2387334759555810.119366737977791
3530.8710071285925860.2579857428148270.128992871407414
3540.8575438043981660.2849123912036680.142456195601834
3550.8529705289956740.2940589420086520.147029471004326
3560.8536547139684960.2926905720630090.146345286031504
3570.8415948741973650.316810251605270.158405125802635
3580.8282303695180110.3435392609639770.171769630481989
3590.8235314318249840.3529371363500330.176468568175016
3600.8084862215921020.3830275568157970.191513778407898
3610.8075476282522190.3849047434955620.192452371747781
3620.7879475410359320.4241049179281350.212052458964068
3630.7791013126763820.4417973746472350.220898687323618
3640.7596733968845750.480653206230850.240326603115425
3650.7439127513000760.5121744973998480.256087248699924
3660.7485687007831070.5028625984337850.251431299216893
3670.7333442660936430.5333114678127140.266655733906357
3680.7134874953484410.5730250093031170.286512504651559
3690.6924415447678010.6151169104643970.307558455232199
3700.6740273956235680.6519452087528650.325972604376432
3710.6535045898574050.692990820285190.346495410142595
3720.6370873347558080.7258253304883830.362912665244192
3730.611643015370820.776713969258360.38835698462918
3740.6094344303941170.7811311392117660.390565569605883
3750.6124822930608370.7750354138783260.387517706939163
3760.5889797330252470.8220405339495060.411020266974753
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3780.55903477586560.88193044826880.4409652241344
3790.5485370154621610.9029259690756780.451462984537839
3800.548408392623640.9031832147527190.45159160737636
3810.525427919108420.949144161783160.47457208089158
3820.4976028434099270.9952056868198530.502397156590073
3830.4693936671112850.938787334222570.530606332888715
3840.4630257149598480.9260514299196970.536974285040152
3850.4377689049199720.8755378098399440.562231095080028
3860.4273063160945070.8546126321890140.572693683905493
3870.4006338398970520.8012676797941040.599366160102948
3880.3777469945301240.7554939890602480.622253005469876
3890.3739702913977730.7479405827955470.626029708602227
3900.3529660107209010.7059320214418010.647033989279099
3910.3309355699155680.6618711398311370.669064430084432
3920.3058066706329160.6116133412658320.694193329367084
3930.2922228076671280.5844456153342550.707777192332872
3940.2805960768916680.5611921537833360.719403923108332
3950.2563530389839380.5127060779678760.743646961016062
3960.2337798251003180.4675596502006350.766220174899682
3970.2106726901331580.4213453802663170.789327309866842
3980.191983043886920.3839660877738390.80801695611308
3990.1818436099782350.363687219956470.818156390021765
4000.1693492700303750.338698540060750.830650729969625
4010.1525999775803840.3051999551607680.847400022419616
4020.1382607901203310.2765215802406610.861739209879669
4030.1213988656596060.2427977313192110.878601134340394
4040.1131841676781990.2263683353563990.886815832321801
4050.1124330927952970.2248661855905940.887566907204703
4060.100689697624780.2013793952495590.89931030237522
4070.09684142102074440.1936828420414890.903158578979256
4080.1256959335236690.2513918670473380.874304066476331
4090.1136915047501440.2273830095002870.886308495249856
4100.09901394441717720.1980278888343540.900986055582823
4110.09190161918811330.1838032383762270.908098380811887
4120.07966730625395370.1593346125079070.920332693746046
4130.07276720189457580.1455344037891520.927232798105424
4140.07721887334056980.154437746681140.92278112665943
4150.07816646318987370.1563329263797470.921833536810126
4160.1036290394239880.2072580788479750.896370960576012
4170.1034030265388230.2068060530776450.896596973461177
4180.1048815700917040.2097631401834090.895118429908296
4190.1088026066081370.2176052132162740.891197393391863
4200.1128146699927740.2256293399855490.887185330007226
4210.1369304301896640.2738608603793280.863069569810336
4220.1400303549718780.2800607099437560.859969645028122
4230.1670531161099740.3341062322199480.832946883890026
4240.1498729032417930.2997458064835870.850127096758207
4250.169113636964350.33822727392870.83088636303565
4260.1682499659720380.3364999319440750.831750034027962
4270.1992937595381560.3985875190763120.800706240461844
4280.17721367901130.3544273580226010.8227863209887
4290.2085859592695070.4171719185390140.791414040730493
4300.2386224730099280.4772449460198550.761377526990072
4310.2161730135574720.4323460271149440.783826986442528
4320.1917220214394430.3834440428788850.808277978560557
4330.1804444836627810.3608889673255610.819555516337219
4340.1646399990521330.3292799981042650.835360000947867
4350.1461050774989640.2922101549979280.853894922501036
4360.1734327652689060.3468655305378130.826567234731094
4370.2432324640132560.4864649280265120.756767535986744
4380.215949577492380.431899154984760.78405042250762
4390.1901506012336620.3803012024673240.809849398766338
4400.190599351802070.3811987036041390.80940064819793
4410.1777237822025510.3554475644051030.822276217797449
4420.179546362141190.3590927242823810.82045363785881
4430.1579212451614120.3158424903228240.842078754838588
4440.1448672502807970.2897345005615940.855132749719203
4450.1243937541530910.2487875083061820.875606245846909
4460.1178012898162990.2356025796325970.882198710183701
4470.09959388732072750.1991877746414550.900406112679273
4480.08499298037588850.1699859607517770.915007019624111
4490.07525059784667460.1505011956933490.924749402153325
4500.06536990678866420.1307398135773280.934630093211336
4510.05457508896261130.1091501779252230.945424911037389
4520.04695138301866660.09390276603733330.953048616981333
4530.0626937891406590.1253875782813180.937306210859341
4540.06258750650259990.12517501300520.9374124934974
4550.08417742926861630.1683548585372330.915822570731384
4560.07424417489536340.1484883497907270.925755825104636
4570.06273288052435590.1254657610487120.937267119475644
4580.118213227292380.2364264545847590.88178677270762
4590.09838475949383280.1967695189876660.901615240506167
4600.09809606981630010.19619213963260.9019039301837
4610.08702615567899070.1740523113579810.912973844321009
4620.07329050278990970.1465810055798190.92670949721009
4630.06110759563699980.1222151912740.938892404363
4640.05102413479886370.1020482695977270.948975865201136
4650.05104701797141540.1020940359428310.948952982028585
4660.05482657546771760.1096531509354350.945173424532282
4670.1941289998181510.3882579996363020.805871000181849
4680.1709860762840290.3419721525680580.829013923715971
4690.1525016920531960.3050033841063920.847498307946804
4700.1363159848120950.272631969624190.863684015187905
4710.1716373524649940.3432747049299880.828362647535006
4720.3454548045541940.6909096091083890.654545195445806
4730.4318460906481360.8636921812962710.568153909351864
4740.3896794492196090.7793588984392170.610320550780391
4750.3303315997488520.6606631994977030.669668400251148
4760.5420038001606140.9159923996787720.457996199839386
4770.553642176273260.892715647453480.44635782372674
4780.5762908387940690.8474183224118610.423709161205931
4790.5053465740415980.9893068519168030.494653425958402
4800.4667361344693750.9334722689387490.533263865530625
4810.4536546410623080.9073092821246170.546345358937692
4820.3816628354576030.7633256709152060.618337164542397
4830.3076083516271870.6152167032543740.692391648372813
4840.2760474243130140.5520948486260270.723952575686986
4850.2223498022535560.4446996045071120.777650197746444
4860.1698717336341970.3397434672683950.830128266365803
4870.1227680078773560.2455360157547120.877231992122644
4880.1027141276602920.2054282553205850.897285872339708
4890.09534736928390230.1906947385678050.904652630716098
4900.06161134424743470.1232226884948690.938388655752565
4910.03230241748150580.06460483496301170.967697582518494
4920.01521566929425930.03043133858851860.984784330705741


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level930.200431034482759NOK
5% type I error level1900.40948275862069NOK
10% type I error level2160.46551724137931NOK