Multiple Linear Regression - Estimated Regression Equation
y[t] = + 15.9683153617656 + 1.69835130490106c2[t] -1.36068239662605scha05[t] + 0.0584419255659033sch06[t] + 1.19118308229207sch31[t] + 2.59438712770329sch00[t] + 0.421963865187049sch53[t] -1.56992681153927sch16[t] -0.366597354418573sch41[t] + 0.549198026685008sch17[t] -0.814057627600576sch40[t] -1.49877844869196sch10[t] -1.00435910720385sch01[t] + 0.495545548908896hak3[t] + 0.655877424313016hak5[t] + 0.107763054198463hak0[t] + 1.35421612485196hak6[t] -1.76417830545033hak8[t] -0.199749123083661hak7[t] + 0.675046330457968hak4[t] -11.8052964777509type0[t] -12.362216189823type1[t] -11.3181849837758type3[t] + 2.75039671401919hak3_type0[t] + 0.542209624966815hak5_type0[t] -0.71442697922082hak5_type1[t] + 5.29356609238153sch40_type0[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)15.96831536176561.49829410.657700
c21.698351304901060.7058572.40610.0164910.008245
scha05-1.360682396626051.235829-1.1010.2714210.13571
sch060.05844192556590331.0088320.05790.9538280.476914
sch311.191183082292071.1769611.01210.3119930.155997
sch002.594387127703290.9867622.62920.0088260.004413
sch530.4219638651870491.1744770.35930.7195410.35977
sch16-1.569926811539271.906369-0.82350.4106120.205306
sch41-0.3665973544185730.751546-0.48780.6259140.312957
sch170.5491980266850081.4414590.3810.7033660.351683
sch40-0.8140576276005761.416699-0.57460.5658130.282906
sch10-1.498778448691961.059312-1.41490.157740.07887
sch01-1.004359107203850.909236-1.10460.2698620.134931
hak30.4955455489088961.5293630.3240.7460590.37303
hak50.6558774243130164.7670880.13760.8906250.445312
hak00.1077630541984631.2696730.08490.9323950.466198
hak61.354216124851960.8005681.69160.0913590.045679
hak8-1.764178305450331.040606-1.69530.0906420.045321
hak7-0.1997491230836610.737744-0.27080.7866910.393346
hak40.6750463304579680.8904120.75810.4487360.224368
type0-11.80529647775091.611477-7.325800
type1-12.3622161898231.6166-7.64700
type3-11.31818498377581.808091-6.259700
hak3_type02.750396714019191.8342691.49950.1343960.067198
hak5_type00.5422096249668154.7697680.11370.9095410.45477
hak5_type1-0.714426979220825.141748-0.13890.8895490.444775
sch40_type05.293566092381531.4775663.58260.0003740.000187


Multiple Linear Regression - Regression Statistics
Multiple R0.541721236252076
R-squared0.293461897806478
Adjusted R-squared0.256275681901556
F-TEST (value)7.8916848801395
F-TEST (DF numerator)26
F-TEST (DF denominator)494
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation4.57818855784101
Sum Squared Residuals10354.1463727463


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
187.746630055217770.253369944782226
297.746630055217821.25336994478218
389.16575437740977-1.16575437740977
456.9911791080446-1.9911791080446
539.65384436589891-6.65384436589891
644.69274580340023-0.692745803400228
724.69274580340023-2.69274580340023
812.70085512667392-1.70085512667392
932.700855126673920.299144873326083
1062.700855126673933.29914487332607
1112.70085512667392-1.70085512667392
1254.692745803400240.30725419659976
1305.15063765444811-5.15063765444811
1412.51935471812087-1.51935471812087
1551.525269675913393.47473032408661
1626.0664330355517-4.0664330355517
1754.083783900487540.916216099512461
1822.07189444493887-0.0718944449388694
1923.63632362730553-1.63632362730553
2001.38717362384749-1.38717362384749
2134.08378390048755-1.08378390048755
2229.99674347364765-7.99674347364765
2326.0664330355517-4.0664330355517
2425.15063765444811-3.15063765444811
2525.51723500886669-3.51723500886669
2633.63632362730554-0.636323627305536
2722.07189444493886-0.0718944449388627
2803.59667240651249-3.59667240651249
2912.51935471812087-1.51935471812087
3075.17573412274771.8242658772523
3135.0376380706818-2.0376380706818
3225.0376380706818-3.0376380706818
3344.50068779228974-0.500687792289735
3425.1757341227477-3.1757341227477
3545.1757341227477-1.1757341227477
3605.53205741216991-5.53205741216991
3704.85701108171193-4.85701108171193
3825.53205741216991-3.53205741216991
3935.53205741216991-2.53205741216991
4034.85701108171194-1.85701108171194
41144.028063037129629.97193696287038
42134.028063037129628.97193696287038
4324.13582609132808-2.13582609132808
4453.664541097508471.33545890249153
4524.13582609132808-2.13582609132808
4653.772304151706931.22769584829307
4723.77230415170693-1.77230415170693
4834.13582609132808-1.13582609132808
4922.07189444493886-0.0718944449388644
5022.07189444493886-0.0718944449388644
5142.071894444938871.92810555506113
5292.519354718120876.48064528187913
5338.44277822571202-5.44277822571202
5432.071894444938860.928105555061135
5588.44277822571202-0.442778225712022
56109.996743473647650.00325652635235433
5795.150637654448113.84936234555188
5863.796421529596152.20357847040385
5912.51935471812087-1.51935471812087
6034.99450857887599-1.99450857887598
6122.07189444493886-0.0718944449388644
6202.03224322414582-2.03224322414582
6339.84061439807551-6.84061439807551
6426.87834904334535-4.87834904334535
6503.59667240651249-3.59667240651249
6694.994508578875984.00549142112402
6744.08378390048754-0.0837839004875377
6874.994508578875992.00549142112401
6912.03224322414582-1.03224322414582
7006.87834904334535-6.87834904334535
7123.79642152959615-1.79642152959615
7232.519354718120870.480645281879132
7313.59667240651249-2.59667240651249
7457.89883760454692-2.89883760454692
7515.69877484156957-4.69877484156957
7683.805672028151674.19432797184833
77410.2984955341359-6.29849553413594
7846.9911791080446-2.9911791080446
7984.439313629126473.56068637087353
8098.250640320487690.749359679512311
81105.532057412169914.46794258783009
823611.701699579547124.2983004204529
83107.608655264880632.39134473511937
8466.53641651937375-0.536416519373752
8515.79999602575252-4.79999602575252
8625.53205741216991-3.53205741216991
8769.13080364707705-3.13080364707705
8885.799996025752532.20000397424747
8996.49563355913572.5043664408643
9094.439313629126474.56068637087353
9125.30445047684363-3.30445047684363
9219.65384436589891-8.65384436589891
9384.301217577060573.69878242293943
9469.65384436589891-3.65384436589891
9574.300091369639782.69990863036022
9669.65384436589891-3.65384436589891
9756.53641651937375-1.53641651937375
9818.40676939605982-7.40676939605982
9937.11789916376152-4.11789916376152
10083.805672028151674.19432797184833
10135.53205741216991-2.53205741216991
102411.7016995795472-7.70169957954716
103108.406769396059821.59323060394018
10476.594858444939660.405141555060342
10554.301217577060570.698782422939431
10647.89883760454692-3.89883760454692
10744.43931362912648-0.439313629126476
108511.7016995795472-6.70169957954716
10975.304450476843631.69554952315637
11027.60853400315191-5.60853400315191
11195.799996025752533.20000397424747
11247.11789916376152-3.11789916376152
11396.49563355913572.5043664408643
114662.16767759070226e-15
11584.994508578875993.00549142112401
11623.79642152959615-1.79642152959615
11714.99450857887598-3.99450857887598
11832.664240435322770.335759564677231
11942.664240435322771.33575956467723
12032.664240435322770.335759564677231
12134.99450857887599-1.99450857887598
12222.80233648738868-0.802336487388676
12322.66424043532277-0.664240435322769
12442.664240435322771.33575956467723
12523.59667240651249-1.59667240651249
12632.664240435322770.335759564677231
12733.59667240651249-0.596672406512491
12834.16301888401472-1.16301888401472
12934.16301888401472-1.16301888401472
13065.17573412274770.824265877252296
13176.03793873286750.962061267132499
13266.0379387328675-0.0379387328675002
13396.055098130991772.94490186900823
13407.05945723819562-7.05945723819562
13517.72759960166583-6.72759960166583
13686.055098130991771.94490186900823
13797.059457238195621.94054276180438
13869.65384436589891-3.65384436589891
139118.573883935004892.42611606499511
14036.59485844493966-3.59485844493966
14167.72759960166583-1.72759960166583
14266.87553263010383-0.875532630103828
14386.594858444939661.40514155506034
144125.361105933294566.63889406670544
14519.84061439807552-8.84061439807552
14694.994508578875984.00549142112402
147105.17573412274774.8242658772523
14855.0376380706818-0.0376380706817976
14937.05945723819562-4.05945723819562
15056.06643303555169-1.06643303555169
151119.653844365898911.34615563410109
15274.994508578875992.00549142112401
15395.150637654448113.84936234555188
154217.0423637925242413.9576362074758
155127.042363792524244.95763620747576
15634.2835330235712-1.2835330235712
15753.828313914045961.17168608595404
158113.828313914045967.17168608595404
15943.828313914045960.171686085954041
160118.642527348795682.35747265120432
161188.642527348795699.35747265120431
16269.84061439807552-3.84061439807552
16389.84061439807551-1.84061439807551
16488.44277822571202-0.442778225712022
165129.840614398075522.15938560192448
16658.64252734879568-3.64252734879568
16728.64252734879568-6.64252734879568
16838.44277822571202-5.44277822571202
169118.442778225712022.55722177428798
170269.8406143980755116.1593856019245
17128.64252734879568-6.64252734879568
17225.51723500886669-3.51723500886669
17384.712216910699733.28778308930027
174158.442778225712036.55722177428798
175188.442778225712039.55722177428797
176103.963269760931066.03673023906894
17729.84061439807551-7.84061439807551
17868.44277822571202-2.44277822571202
17978.64252734879568-1.64252734879568
180168.642527348795697.35747265120432
181238.6425273487956814.3574726512043
18223.96326976093106-1.96326976093106
18318.64252734879568-7.64252734879568
18478.44277822571202-1.44277822571202
185108.642527348795681.35747265120432
186138.642527348795684.35747265120432
187119.840614398075521.15938560192448
18877.04236379252424-0.0423637925242398
189198.4427782257120310.557221774288
19043.963269760931060.0367302390689366
19158.64252734879568-3.64252734879568
192249.8406143980755114.1593856019245
193104.994508578875985.00549142112402
194138.642527348795684.35747265120432
195108.442778225712021.55722177428798
196119.840614398075521.15938560192448
197143.9632697609310710.0367302390689
19878.44277822571202-1.44277822571202
199128.642527348795683.35747265120432
20087.042363792524240.957636207475761
20164.994508578875991.00549142112401
20218.64252734879568-7.64252734879568
20368.64252734879568-2.64252734879568
20489.84061439807551-1.84061439807551
20568.64252734879568-2.64252734879568
20623.96326976093106-1.96326976093106
207209.8406143980755210.1593856019245
208138.642527348795684.35747265120432
209188.642527348795699.35747265120431
21038.64252734879568-5.64252734879568
211158.642527348795696.35747265120431
21245.51723500886669-1.51723500886669
21369.84061439807552-3.84061439807552
214118.442778225712022.55722177428798
21545.51723500886669-1.51723500886669
216248.6425273487956815.3574726512043
21779.84061439807552-2.84061439807552
218148.642527348795695.35747265120431
219168.642527348795697.35747265120432
22098.642527348795680.357472651204318
22114.71221691069973-3.71221691069973
22224.71221691069973-2.71221691069973
22303.60609917194257-3.60609917194257
22403.60609917194257-3.60609917194257
22502.80233648738868-2.80233648738868
22607.04236379252424-7.04236379252424
22712.80233648738868-1.80233648738868
22853.547549617034771.45245038296523
22903.60609917194257-3.60609917194257
23027.04236379252424-5.04236379252424
23134.71221691069973-1.71221691069973
23243.547549617034770.452450382965232
23313.60609917194257-2.60609917194257
234103.547549617034776.45245038296523
23513.60609917194257-2.60609917194257
23603.60609917194257-3.60609917194257
23707.04236379252424-7.04236379252424
23803.47738281784665-3.47738281784665
23903.0802035664505-3.0802035664505
24034.83806521447269-1.83806521447269
24114.8965071400386-3.8965071400386
24252.519354718120872.48064528187913
24314.8965071400386-3.8965071400386
24445.48033920024273-1.48033920024273
24513.08020356645051-2.08020356645051
24645.48033920024273-1.48033920024273
24733.60609917194257-0.606099171942572
2482517.66666666666677.33333333333334
2491017.6666666666667-7.66666666666666
2501917.66666666666671.33333333333333
2511617.6666666666667-1.66666666666667
2521417.6666666666667-3.66666666666667
2531017.6666666666667-7.66666666666666
2541217.6666666666667-5.66666666666667
2552017.66666666666672.33333333333333
2562217.66666666666674.33333333333333
2571317.6666666666667-4.66666666666667
2581717.6666666666667-0.666666666666668
2593417.666666666666716.3333333333333
260134.270781938213198.72921806178681
26154.270781938213190.729218061786811
26264.270781938213191.72921806178681
26314.27078193821319-3.27078193821319
26488.44277822571202-0.442778225712022
26544.83806521447269-0.838065214472693
26654.356746826090710.643253173909291
26783.596672406512494.40332759348751
26864.356746826090711.64325317390929
26988.64252734879568-0.642527348795682
27023.63632362730554-1.63632362730554
27103.63632362730554-3.63632362730554
27214.45038125490611-3.45038125490611
273105.575676934432594.42432306556741
27405.57567693443259-5.57567693443259
27513.59667240651249-2.59667240651249
27682.958910653727215.04108934627279
27775.575676934432591.42432306556741
27884.471467860054123.52853213994588
27945.63774914842316-1.63774914842316
28013.8623274846026-2.8623274846026
28198.598733630545020.401266369454977
28284.356746826090713.64325317390929
28339.84061439807551-6.84061439807551
28459.84061439807551-4.84061439807551
28508.44277822571203-8.44277822571203
28614.2835330235712-3.2835330235712
28718.44277822571202-7.44277822571202
28832.464491312239110.535508687760894
28958.44277822571202-3.44277822571202
29078.44277822571202-1.44277822571202
29118.44277822571202-7.44277822571202
29228.44277822571202-6.44277822571202
293139.840614398075523.15938560192448
29449.84061439807552-5.84061439807552
29502.95891065372722-2.95891065372722
29642.958910653727221.04108934627278
29712.95891065372721-1.95891065372721
29846.40460203973896-2.40460203973896
29902.95891065372722-2.95891065372722
30006.40460203973896-6.40460203973896
30112.95891065372721-1.95891065372721
30222.95891065372721-0.958910653727215
30302.95891065372722-2.95891065372722
30422.95891065372721-0.958910653727215
30502.51935471812087-2.51935471812087
30664.083783900487541.91621609951246
30745.48033920024273-1.48033920024273
30874.508823180472022.49117681952798
30965.480339200242730.519660799757268
31012.51935471812087-1.51935471812087
31104.08378390048754-4.08378390048754
31263.435150099224452.56484990077555
31335.48033920024273-2.48033920024273
31425.48033920024273-3.48033920024273
31525.48033920024273-3.48033920024273
31623.43515009922445-1.43515009922445
31704.50882318047202-4.50882318047202
31803.60609917194257-3.60609917194257
31943.606099171942570.393900828057427
32003.96326976093106-3.96326976093106
32133.60609917194257-0.606099171942572
32204.16301888401472-4.16301888401472
32313.79642152959615-2.79642152959615
32413.60609917194257-2.60609917194257
32523.60609917194257-1.60609917194257
32673.606099171942573.39390082805743
32733.60609917194257-0.606099171942572
32803.60609917194257-3.60609917194257
32924.08378390048754-2.08378390048754
33012.51935471812087-1.51935471812087
33122.51935471812087-0.519354718120868
33254.450381254906110.54961874509389
33365.190288875241160.80971112475884
33445.63774914842316-1.63774914842316
33514.08378390048754-3.08378390048754
33635.63774914842316-2.63774914842316
33703.60609917194257-3.60609917194257
33825.15063765444811-3.15063765444811
33944.10164472085147-0.101644720851469
34028.44277822571202-6.44277822571202
34128.64252734879568-6.64252734879568
34243.547549617034770.452450382965232
34312.51935471812087-1.51935471812087
34411.38717362384749-0.387173623847486
34533.60609917194257-0.606099171942572
346123.606099171942588.39390082805742
34713.60609917194257-2.60609917194257
34874.028063037129622.97193696287038
34924.70310936758759-2.70310936758759
35003.60609917194257-3.60609917194257
35103.96951348222181-3.96951348222181
35241.525269675913392.47473032408661
35343.406350048858910.593649951141087
35432.519354718120870.480645281879132
35563.606099171942572.39390082805743
35602.51935471812087-2.51935471812087
35754.703109367587590.296890632412413
35803.60609917194257-3.60609917194257
35933.40635004885891-0.406350048858912
36072.036172360403314.96382763959669
361103.039752694440336.96024730555967
36263.039752694440342.96024730555966
36362.664240435322773.33575956467723
36412.66424043532277-1.66424043532277
36524.27078193821319-2.27078193821319
36694.270781938213194.72921806178681
36702.66424043532277-2.66424043532277
36854.270781938213190.729218061786811
36912.66424043532277-1.66424043532277
37023.82831391404596-1.82831391404596
37114.70310936758759-3.70310936758759
37223.82831391404596-1.82831391404596
37343.828313914045960.171686085954041
37423.82831391404596-1.82831391404596
37584.703109367587593.29689063241241
37644.70310936758759-0.703109367587588
377117.059457238195623.94054276180438
378129.996743473647642.00325652635235
379105.517235008866684.48276499113332
380115.517235008866685.48276499113332
38155.51723500886669-0.517235008866687
38287.052553271207860.947446728792144
38387.052553271207860.947446728792144
384105.861370188915784.13862981108422
38545.86137018891578-1.86137018891578
38635.15063765444811-2.15063765444811
387108.250640320487691.74935967951231
38897.059457238195621.94054276180438
389115.517235008866685.48276499113332
39095.517235008866693.48276499113331
39155.51723500886669-0.517235008866687
39285.150637654448112.84936234555189
393105.517235008866684.48276499113332
39457.11789916376152-2.11789916376152
39587.117899163761520.882100836238479
396108.250640320487691.74935967951231
39775.150637654448121.84936234555188
39823.79642152959615-1.79642152959615
39973.796421529596153.20357847040385
40024.99450857887599-2.99450857887599
40153.796421529596151.20357847040385
40253.796421529596151.20357847040385
40346.00434650284173-2.00434650284173
40425.36110593329456-3.36110593329456
40515.36110593329456-4.36110593329456
40636.00434650284173-3.00434650284173
40755.19028887524116-0.19028887524116
40825.19028887524116-3.19028887524116
40995.190288875241163.80971112475884
41024.27078193821319-2.27078193821319
41104.70857230355568-4.70857230355568
41203.64577127078592-3.64577127078592
41324.35674682609071-2.35674682609071
41404.35674682609071-4.35674682609071
41504.70857230355568-4.70857230355568
41604.70857230355568-4.70857230355568
41704.99450857887598-4.99450857887598
41804.99450857887598-4.99450857887598
41904.99450857887598-4.99450857887598
42025.36110593329456-3.36110593329456
42115.36110593329456-4.36110593329456
42214.99450857887598-3.99450857887598
42305.53205741216991-5.53205741216991
42435.79999602575253-2.79999602575253
42526.05509813099177-4.05509813099177
42645.53205741216991-1.53205741216991
42739.65384436589891-6.65384436589891
42815.1757341227477-4.1757341227477
429169.317573679253656.68242632074635
43067.0447683826094-1.0447683826094
43195.532057412169913.46794258783009
43297.059457238195621.94054276180438
43305.38227916198158-5.38227916198158
43496.055098130991772.94490186900823
43586.404602039738961.59539796026104
43604.99450857887598-4.99450857887598
43717.40896114694281-6.40896114694281
4381210.29849553413591.70150446586406
439107.215586313767752.78441368623225
44075.382279161981581.61772083801842
441137.04476838260945.9552316173906
442167.04476838260948.9552316173906
44361.394481471360544.60551852863946
44473.796421529596153.20357847040385
44554.593717942375960.406282057624039
44695.190288875241163.80971112475884
447119.840614398075521.15938560192448
448118.250640320487692.74935967951231
449136.404602039738966.59539796026104
450137.117899163761525.88210083623848
45105.38227916198158-5.38227916198158
452127.04476838260944.9552316173906
453125.150637654448126.84936234555188
45424.99450857887599-2.99450857887599
45527.21558631376775-5.21558631376775
456126.594858444939665.40514155506034
45775.517235008866691.48276499113331
45813.59667240651249-2.59667240651249
45904.79563691854867-4.79563691854867
46064.994508578875991.00549142112401
461147.04476838260946.9552316173906
462107.215586313767752.78441368623225
463117.085614546058763.91438545394124
46443.833706107268850.166293892731155
46584.593717942375963.40628205762404
466125.637749148423166.36225085157684
46709.99674347364765-9.99674347364765
468106.404602039738963.59539796026104
4691410.29849553413593.70150446586406
470126.594858444939665.40514155506034
47114.16301888401473-3.16301888401473
47207.95549306099785-7.95549306099785
47395.361105933294563.63889406670544
474121.3944814713605410.6055185286395
47598.250640320487690.749359679512311
47669.84061439807552-3.84061439807552
477126.594858444939665.40514155506034
478177.215586313767759.78441368623225
479107.117899163761522.88210083623848
480128.250640320487693.74935967951231
481197.044768382609411.9552316173906
482125.38726324115776.6127367588423
483118.642527348795682.35747265120432
48497.955493060997851.04450693900215
48554.960315296794530.0396847032054667
486126.536416519373755.46358348062625
48756.59485844493966-1.59485844493966
48858.25064032048769-3.25064032048769
489107.955493060997852.04450693900215
49095.532057412169913.46794258783009
491910.0033482746461-1.0033482746461
492144.356746826090729.64325317390928
493229.8406143980755112.1593856019245
494177.955493060997859.04450693900215
495137.215586313767755.78441368623225
49685.637749148423162.36225085157684
49704.59371794237596-4.59371794237596
498124.471467860054127.52853213994588
49905.53205741216991-5.53205741216991
50037.84028804963912-4.84028804963912
50148.25064032048769-4.25064032048769
502108.250640320487691.74935967951231
503108.250640320487691.74935967951231
504129.996743473647642.00325652635235
505148.250640320487695.74935967951231
506147.04476838260946.9552316173906
50754.994508578875990.00549142112401467
508155.419547858860469.58045214113954
50976.594858444939660.405141555060342
510156.055098130991778.94490186900823
511157.059457238195627.94054276180438
512114.471467860054126.52853213994588
51322.66424043532277-0.664240435322769
51412.66424043532277-1.66424043532277
51552.664240435322772.33575956467723
51652.664240435322772.33575956467723
51742.519354718120871.48064528187913
51872.519354718120874.48064528187913
51952.519354718120872.48064528187913
52042.519354718120871.48064528187913
52122.66424043532277-0.664240435322769


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
300.2855238063909040.5710476127818080.714476193609096
310.1510565864497750.3021131728995510.848943413550225
320.07431299219034310.1486259843806860.925687007809657
330.03328925522801420.06657851045602840.966710744771986
340.04553437955637080.09106875911274160.954465620443629
350.02303201036824080.04606402073648170.976967989631759
360.01073893161184240.02147786322368470.989261068388158
370.004842552799580760.009685105599161520.995157447200419
380.002473984995672160.004947969991344310.997526015004328
390.001392354036490950.00278470807298190.998607645963509
400.0008883161881929130.001776632376385830.999111683811807
410.0003901064811559790.0007802129623119580.999609893518844
420.0001765797690009720.0003531595380019450.999823420230999
436.94569546055196e-050.0001389139092110390.999930543045395
442.65513264743679e-055.31026529487358e-050.999973448673526
459.87504424929517e-061.97500884985903e-050.999990124955751
460.0003473142218447870.0006946284436895750.999652685778155
470.0001685393908143270.0003370787816286540.999831460609186
488.19937860975727e-050.0001639875721951450.999918006213902
493.77369127730951e-057.54738255461901e-050.999962263087227
501.68468716669438e-053.36937433338876e-050.999983153128333
511.12019466515567e-052.24038933031134e-050.999988798053348
529.97439857515765e-050.0001994879715031530.999900256014248
535.48910897930706e-050.0001097821795861410.999945108910207
542.73675929039376e-055.47351858078752e-050.999972632407096
554.54414526130605e-059.0882905226121e-050.999954558547387
560.0001048088530999860.0002096177061999720.9998951911469
570.00055536632454860.00111073264909720.999444633675451
580.0003572734607270250.000714546921454050.999642726539273
590.0002566854515629620.0005133709031259240.999743314548437
600.000145661165794390.000291322331588780.999854338834206
618.15711796514925e-050.0001631423593029850.999918428820349
624.56909367149141e-059.13818734298283e-050.999954309063285
633.45375063309794e-056.90750126619588e-050.999965462493669
642.11266641553708e-054.22533283107415e-050.999978873335845
651.2495005851605e-052.49900117032101e-050.999987504994148
663.94105901042413e-057.88211802084827e-050.999960589409896
672.20237690360329e-054.40475380720657e-050.999977976230964
681.58744560920226e-053.17489121840452e-050.999984125543908
698.81375050663115e-061.76275010132623e-050.999991186249493
706.79678398241072e-061.35935679648214e-050.999993203216018
716.6055198022976e-061.32110396045952e-050.999993394480198
723.61950860528667e-067.23901721057334e-060.999996380491395
732.01117497688164e-064.02234995376327e-060.999997988825023
741.14831020962339e-062.29662041924678e-060.99999885168979
758.65838463452646e-071.73167692690529e-060.999999134161537
761.28695105335919e-062.57390210671837e-060.999998713048947
777.50050809065409e-071.50010161813082e-060.999999249949191
784.21386170386817e-078.42772340773634e-070.99999957861383
792.30182140119326e-074.60364280238653e-070.99999976981786
809.15350977761604e-071.83070195552321e-060.999999084649022
817.03288535524308e-061.40657707104862e-050.999992967114645
820.1306110947174230.2612221894348450.869388905282577
830.1745526481536350.3491052963072710.825447351846365
840.1512746661201510.3025493322403030.848725333879849
850.15384436997760.30768873995520.8461556300224
860.1354732706180230.2709465412360470.864526729381977
870.1478243511984660.2956487023969320.852175648801534
880.1347870632709630.2695741265419270.865212936729037
890.1332711645396250.2665423290792510.866728835460375
900.1264893926878680.2529787853757370.873510607312132
910.1145193017979010.2290386035958010.885480698202099
920.1571212280824830.3142424561649670.842878771917517
930.1407453791423030.2814907582846050.859254620857697
940.1232952183709020.2465904367418040.876704781629098
950.1091254247604680.2182508495209350.890874575239532
960.09456198527431810.1891239705486360.905438014725682
970.08279877790488820.1655975558097760.917201222095112
980.07655935195962460.1531187039192490.923440648040375
990.06590582831822210.1318116566364440.934094171681778
1000.05884638929456240.1176927785891250.941153610705438
1010.04958868881837260.09917737763674520.950411311181627
1020.1174183407139270.2348366814278550.882581659286073
1030.1521096977095440.3042193954190870.847890302290456
1040.1349525236909080.2699050473818160.865047476309092
1050.1174253819974870.2348507639949730.882574618002513
1060.1185350381678550.2370700763357090.881464961832145
1070.1048468106767480.2096936213534960.895153189323252
1080.1316004649031890.2632009298063770.868399535096811
1090.1161359351437610.2322718702875220.883864064856239
1100.1367825384721340.2735650769442670.863217461527866
1110.1312399194082860.2624798388165720.868760080591714
1120.1158603384514760.2317206769029520.884139661548524
1130.1027196438489490.2054392876978980.897280356151051
1140.08805405838982790.1761081167796560.911945941610172
1150.0817569311569670.1635138623139340.918243068843033
1160.07342892896060260.1468578579212050.926571071039397
1170.07022193612435150.1404438722487030.929778063875649
1180.05978749733675480.119574994673510.940212502663245
1190.05135992288613340.1027198457722670.948640077113867
1200.04306414202111310.08612828404222610.956935857978887
1210.03669445989888790.07338891979777570.963305540101112
1220.03112785632747510.06225571265495020.968872143672525
1230.02574197716154860.05148395432309720.974258022838451
1240.02160868820487460.04321737640974920.978391311795125
1250.01789092223153160.03578184446306310.982109077768468
1260.01455296392803420.02910592785606840.985447036071966
1270.01207566643126130.02415133286252250.987924333568739
1280.009723076781202170.01944615356240430.990276923218798
1290.007786431505800560.01557286301160110.992213568494199
1300.006309285120538550.01261857024107710.993690714879461
1310.005060641553197690.01012128310639540.994939358446802
1320.004125802263378170.008251604526756340.995874197736622
1330.004770124423013920.009540248846027840.995229875576986
1340.004969331846049580.009938663692099150.99503066815395
1350.005314836524996420.01062967304999280.994685163475004
1360.004978575935504740.009957151871009480.995021424064495
1370.005171732413605360.01034346482721070.994828267586395
1380.004391468308744730.008782936617489450.995608531691255
1390.003769707150791960.007539414301583920.996230292849208
1400.00320562110613090.006411242212261810.996794378893869
1410.002680800924941830.005361601849883670.997319199075058
1420.002227129320328030.004454258640656070.997772870679672
1430.001981378791150920.003962757582301850.998018621208849
1440.003224931017698390.006449862035396780.996775068982302
1450.004126792939457240.008253585878914480.995873207060543
1460.004054610853005970.008109221706011940.995945389146994
1470.004661150138840470.009322300277680950.99533884986116
1480.003802594036588570.007605188073177140.996197405963411
1490.003346599153179160.006693198306358320.996653400846821
1500.002692033086911240.005384066173822490.997307966913089
1510.00266028823186210.00532057646372420.997339711768138
1520.002190814128262940.004381628256525880.997809185871737
1530.002283164172039440.004566328344078870.997716835827961
1540.009520540236362640.01904108047272530.990479459763637
1550.00855204556600680.01710409113201360.991447954433993
1560.007475218745417160.01495043749083430.992524781254583
1570.006832927370443660.01366585474088730.993167072629556
1580.007057087378064180.01411417475612840.992942912621936
1590.006738066122688830.01347613224537770.993261933877311
1600.007593797605882460.01518759521176490.992406202394118
1610.02175077483133720.04350154966267450.978249225168663
1620.01949640445930590.03899280891861170.980503595540694
1630.01646386570779420.03292773141558840.983536134292206
1640.01555333345837640.03110666691675290.984446666541624
1650.01444033836622570.02888067673245130.985559661633774
1660.01311697773706480.02623395547412970.986883022262935
1670.01511373091436290.03022746182872580.984886269085637
1680.0139727522362780.0279455044725560.986027247763722
1690.01642878595381950.0328575719076390.983571214046181
1700.1252103208783660.2504206417567310.874789679121634
1710.1394897468005420.2789794936010840.860510253199458
1720.1292863357278710.2585726714557420.870713664272129
1730.1209510407617950.2419020815235910.879048959238205
1740.1666963583359280.3333927166718550.833303641664072
1750.2704361202164820.5408722404329630.729563879783518
1760.301005528680550.60201105736110.69899447131945
1770.3514292418299440.7028584836598870.648570758170056
1780.3300742199770480.6601484399540950.669925780022952
1790.3071790983996170.6143581967992340.692820901600383
1800.3569501390029350.713900278005870.643049860997065
1810.6032834388572340.7934331222855320.396716561142766
1820.5791244864062040.8417510271875930.420875513593796
1830.6332419207405360.7335161585189270.366758079259464
1840.6086771590179070.7826456819641850.391322840982093
1850.5838416165869610.8323167668260790.416158383413039
1860.5797014756577810.8405970486844380.420298524342219
1870.5540356449336380.8919287101327240.445964355066362
1880.542533936163540.914932127672920.45746606383646
1890.6699146908714310.6601706182571370.330085309128569
1900.6449257544291270.7101484911417450.355074245570873
1910.6383249787363810.7233500425272390.361675021263619
1920.8222045495038760.3555909009922480.177795450496124
1930.8226185073123930.3547629853752130.177381492687606
1940.8192370206225770.3615259587548470.180762979377423
1950.8035561618545290.3928876762909430.196443838145471
1960.7854456209487290.4291087581025420.214554379051271
1970.8554527835151210.2890944329697590.144547216484879
1980.8409881651752190.3180236696495620.159011834824781
1990.8324595341122590.3350809317754810.167540465887741
2000.8221187432218620.3557625135562760.177881256778138
2010.8049050609578690.3901898780842610.195094939042131
2020.8397182314661790.3205635370676410.160281768533821
2030.8292181720694370.3415636558611250.170781827930563
2040.8159257171243230.3681485657513540.184074282875677
2050.804256610252570.3914867794948590.19574338974743
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2700.9927386285867650.01452274282646930.00726137141323466
2710.9922227300401470.01555453991970570.00777726995985285
2720.9914214047906750.01715719041865040.00857859520932518
2730.9917333459677660.01653330806446880.00826665403223441
2740.992815701529630.01436859694074090.00718429847037046
2750.9919721009620020.01605579807599690.00802789903799845
2760.992261099439640.01547780112072010.00773890056036006
2770.9911043846467920.01779123070641620.00889561535320812
2780.9901317668767260.01973646624654720.00986823312327362
2790.9884464908806330.02310701823873450.0115535091193673
2800.9873997214386460.02520055712270740.0126002785613537
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2830.9864673231312290.02706535373754120.0135326768687706
2840.9857763834001410.02844723319971740.0142236165998587
2850.9896428699951870.02071426000962540.0103571300048127
2860.9883161910540760.02336761789184720.0116838089459236
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2880.988772305321410.02245538935718020.0112276946785901
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2900.9853308420077160.02933831598456770.0146691579922838
2910.9885084828744760.02298303425104710.0114915171255235
2920.9904130491966990.01917390160660140.00958695080330071
2930.9899276826312060.02014463473758750.0100723173687938
2940.9906111168239720.01877776635205610.00938888317602806
2950.9898125722308630.02037485553827420.0101874277691371
2960.9879110841423810.02417783171523710.0120889158576186
2970.9863231227287070.0273537545425860.013676877271293
2980.9845188745728950.03096225085420990.015481125427105
2990.983479479252750.03304104149450060.0165205207472503
3000.9862360675629860.02752786487402860.0137639324370143
3010.984762709116450.03047458176710070.0152372908835503
3020.982706187857380.03458762428523990.0172938121426199
3030.9825779121955740.03484417560885290.0174220878044265
3040.9809801223844820.03803975523103590.0190198776155179
3050.9784689753575640.04306204928487110.0215310246424355
3060.9755340415762960.04893191684740860.0244659584237043
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3080.9693630059151780.06127398816964360.0306369940848218
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3100.9599886620058940.08002267598821090.0400113379941055
3110.9589292994146150.08214140117077070.0410707005853853
3120.954377185772540.091245628454920.04562281422746
3130.9523089866224460.09538202675510710.0476910133775535
3140.9546302750179430.09073944996411360.0453697249820568
3150.9597473740972690.0805052518054620.040252625902731
3160.959477046613080.08104590677383970.0405229533869199
3170.9617204312726420.07655913745471520.0382795687273576
3180.9590113858707790.08197722825844270.0409886141292213
3190.9529154739352910.09416905212941880.0470845260647094
3200.9578765641548610.08424687169027740.0421234358451387
3210.9514085661262490.09718286774750290.0485914338737514
3220.9507702329332250.09845953413354940.0492297670667747
3230.9458776220530770.1082447558938460.0541223779469231
3240.9399400216476330.1201199567047350.0600599783523674
3250.9319763556204260.1360472887591480.068023644379574
3260.9297813050790670.1404373898418650.0702186949209327
3270.920073237509160.159853524981680.0799267624908399
3280.9148179057822340.1703641884355320.0851820942177662
3290.9061493109555610.1877013780888780.0938506890444388
3300.8980250756348590.2039498487302820.101974924365141
3310.8873264365667010.2253471268665970.112673563433299
3320.8752100272102180.2495799455795630.124789972789782
3330.8611180716452320.2777638567095360.138881928354768
3340.8455793449713160.3088413100573690.154420655028684
3350.8395674553678560.3208650892642880.160432544632144
3360.8255843384299770.3488313231400460.174415661570023
3370.8165598180439530.3668803639120930.183440181956047
3380.8121576639846230.3756846720307540.187842336015377
3390.7989330994515760.4021338010968470.201066900548424
3400.8497162031960250.3005675936079510.150283796803975
3410.8742163088084890.2515673823830230.125783691191511
3420.8671449266449290.2657101467101420.132855073355071
3430.8592721509028910.2814556981942180.140727849097109
3440.8470262208577290.3059475582845420.152973779142271
3450.8297100358378680.3405799283242630.170289964162132
3460.8863600322125380.2272799355749240.113639967787462
3470.8737666485374830.2524667029250350.126233351462517
3480.8855550316524550.2288899366950890.114444968347545
3490.8749718738233180.2500562523533640.125028126176682
3500.8636754800880640.2726490398238710.136324519911936
3510.8676759918269370.2646480163461260.132324008173063
3520.8654889024550840.2690221950898320.134511097544916
3530.8541762834992080.2916474330015840.145823716500792
3540.8396729693399870.3206540613200260.160327030660013
3550.8359446294604350.3281107410791310.164055370539565
3560.8400576534031020.3198846931937970.159942346596898
3570.8271987994183780.3456024011632440.172801200581622
3580.8126270014950840.3747459970098330.187372998504916
3590.8053385061617190.3893229876765610.194661493838281
3600.7903658202384990.4192683595230030.209634179761502
3610.7929475954299560.4141048091400870.207052404570044
3620.7729158215420970.4541683569158070.227084178457903
3630.7647145935477710.4705708129044580.235285406452229
3640.74402614299310.51194771401380.2559738570069
3650.7278664873065050.5442670253869910.272133512693495
3660.7330759379580720.5338481240838550.266924062041928
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3680.6962796179297870.6074407641404260.303720382070213
3690.6742140162407050.6515719675185890.325785983759295
3700.6538075757163160.6923848485673670.346192424283684
3710.6333878289575330.7332243420849340.366612171042467
3720.6142213597075730.7715572805848550.385778640292427
3730.5866831272699960.8266337454600090.413316872730004
3740.5776392145802660.8447215708394680.422360785419734
3750.5826880965069310.8346238069861380.417311903493069
3760.5599972727021340.8800054545957310.440002727297866
3770.5542116336739720.8915767326520550.445788366326028
3780.5289198428197450.942160314360510.471080157180255
3790.5188700475752940.9622599048494130.481129952424706
3800.5195182095839750.960963580832050.480481790416025
3810.4964129091851770.9928258183703530.503587090814823
3820.4689427797566690.9378855595133380.531057220243331
3830.4409973000505580.8819946001011160.559002699949442
3840.4387188155387380.8774376310774750.561281184461262
3850.4119272522679880.8238545045359760.588072747732012
3860.40286843436550.8057368687310.5971315656345
3870.3768058165247980.7536116330495950.623194183475202
3880.354811677215390.709623354430780.64518832278461
3890.3516785469438130.7033570938876260.648321453056187
3900.3312888549651040.6625777099302070.668711145034896
3910.3097762068331250.619552413666250.690223793166875
3920.2857445957086650.5714891914173290.714255404291335
3930.272791624236520.5455832484730410.72720837576348
3940.2609105114263490.5218210228526970.739089488573651
3950.2374604124613280.4749208249226570.762539587538672
3960.2159400297220630.4318800594441260.784059970277937
3970.1941422627484180.3882845254968360.805857737251582
3980.1746253535623550.3492507071247090.825374646437645
3990.1694196401049750.338839280209950.830580359895025
4000.1563047190307370.3126094380614750.843695280969263
4010.1428895521479980.2857791042959960.857110447852002
4020.1328445431390490.2656890862780980.867155456860951
4030.1191751381532530.2383502763065060.880824861846747
4040.1101623669337940.2203247338675890.889837633066206
4050.108184134239270.2163682684785410.89181586576073
4060.1045209908099230.2090419816198470.895479009190077
4070.0913787295741740.1827574591483480.908621270425826
4080.0950625579916310.1901251159832620.904937442008369
4090.08404595429258830.1680919085851770.915954045707412
4100.07235350245687660.1447070049137530.927646497543123
4110.0677641913796410.1355283827592820.932235808620359
4120.05876172595657970.1175234519131590.94123827404342
4130.05340315578170330.1068063115634070.946596844218297
4140.05715006961306670.1143001392261330.942849930386933
4150.05985280889152060.1197056177830410.940147191108479
4160.08874531907566160.1774906381513230.911254680924338
4170.08717580861713780.1743516172342760.912824191382862
4180.08703457606469840.1740691521293970.912965423935302
4190.08887681825001020.177753636500020.91112318174999
4200.09222150594745060.1844430118949010.907778494052549
4210.1131610119789730.2263220239579450.886838988021027
4220.114013425468650.2280268509373010.88598657453135
4230.1388647650273510.2777295300547020.861135234972649
4240.1241483998487940.2482967996975890.875851600151206
4250.1426433597532920.2852867195065830.857356640246708
4260.1425047018110630.2850094036221250.857495298188937
4270.1669829241997140.3339658483994280.833017075800286
4280.1473051870976180.2946103741952350.852694812902382
4290.1674113252387280.3348226504774560.832588674761272
4300.1960449597027930.3920899194055860.803955040297207
4310.1758758799746850.351751759949370.824124120025315
4320.1541643791959170.3083287583918350.845835620804083
4330.1452269152044840.2904538304089670.854773084795516
4340.1314836220594020.2629672441188040.868516377940598
4350.1158602113570380.2317204227140770.884139788642962
4360.1363978210336350.272795642067270.863602178966365
4370.1971918928733780.3943837857467570.802808107126622
4380.1729247369020380.3458494738040760.827075263097962
4390.1501186561505090.3002373123010170.849881343849491
4400.1505618292766320.3011236585532640.849438170723368
4410.1387058249713490.2774116499426970.861294175028651
4420.1384880598532490.2769761197064990.861511940146751
4430.1208284228321580.2416568456643170.879171577167842
4440.1126791064745430.2253582129490860.887320893525457
4450.09569790631912990.191395812638260.90430209368087
4460.08059894093011850.1611978818602370.919401059069881
4470.06667839378470730.1333567875694150.933321606215293
4480.05602729175179910.1120545835035980.943972708248201
4490.04896754411134030.09793508822268060.95103245588866
4500.04219880801931370.08439761603862750.957801191980686
4510.03482857082299440.06965714164598880.965171429177006
4520.0293622233685740.05872444673714810.970637776631426
4530.04042718467495260.08085436934990520.959572815325047
4540.04022532389952630.08045064779905260.959774676100474
4550.05595042266145720.1119008453229140.944049577338543
4560.04892203058272590.09784406116545180.951077969417274
4570.04063754843940020.08127509687880040.9593624515606
4580.08130078574140390.1626015714828080.918699214258596
4590.06643833712488560.1328766742497710.933561662875114
4600.06625111129465080.1325022225893020.933748888705349
4610.05771250627625850.1154250125525170.942287493723741
4620.04760022184163870.09520044368327740.952399778158361
4630.03893754433493970.07787508866987940.96106245566506
4640.03192687984070470.06385375968140930.968073120159295
4650.03183290803823010.06366581607646030.96816709196177
4660.03374796761913980.06749593523827950.96625203238086
4670.1399022673276220.2798045346552430.860097732672378
4680.1210867168400260.2421734336800510.878913283159974
4690.106239773341750.2124795466835010.89376022665825
4700.09377197156237430.1875439431247490.906228028437626
4710.1207969520614240.2415939041228480.879203047938576
4720.2654689412340910.5309378824681820.734531058765909
4730.3440323065230370.6880646130460730.655967693476963
4740.30543084117330.61086168234660.6945691588267
4750.2515171246378390.5030342492756790.748482875362161
4760.4492605191006750.898521038201350.550739480899325
4770.459987707018930.919975414037860.54001229298107
4780.480854689489620.9617093789792410.51914531051038
4790.4090958869092510.8181917738185020.590904113090749
4800.3704979866416760.7409959732833530.629502013358324
4810.3555787744333220.7111575488666430.644421225566678
4820.2882923107360420.5765846214720830.711707689263958
4830.2219047335326890.4438094670653780.778095266467311
4840.1938341917117280.3876683834234570.806165808288272
4850.1489688401845070.2979376803690140.851031159815493
4860.1075329849533990.2150659699067990.892467015046601
4870.07264295203211020.145285904064220.92735704796789
4880.05762651452383880.1152530290476780.942373485476161
4890.05101879337720410.1020375867544080.948981206622796
4900.0294151496259910.05883029925198210.970584850374009
4910.01304071601910110.02608143203820210.986959283980899


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level740.16017316017316NOK
5% type I error level1670.361471861471861NOK
10% type I error level2220.480519480519481NOK