Multiple Linear Regression - Estimated Regression Equation
werkloosheid[t] = + 17.8019868976959 + 0.980082170909412y1[t] -0.148206667705905y2[t] -0.108937670768296y3[t] + 0.208899350849263y4[t] + 0.0580280018739651t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)17.80198689769596.0669962.93420.0035550.001777
y10.9800821709094120.05109419.181800
y2-0.1482066677059050.072142-2.05440.0406480.020324
y3-0.1089376707682960.072205-1.50870.1322320.066116
y40.2088993508492630.0509124.10325e-052.5e-05
t0.05802800187396510.0299551.93710.0534960.026748


Multiple Linear Regression - Regression Statistics
Multiple R0.962043032235392
R-squared0.925526795872668
Adjusted R-squared0.924509402373661
F-TEST (value)909.70386264092
F-TEST (DF numerator)5
F-TEST (DF denominator)366
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation42.601047233946
Sum Squared Residuals664234.816506976


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1235.117.8600148995700217.23998510043
2280.7248.33536128224632.364638717754
3264.6258.2417486999316.35825130006861
4240.7210.15098330514830.5490166948515
5201.4233.31585436998-31.9158543699801
6240.8209.67849931138131.1215006886188
7241.1253.416617670617-12.3166176706172
8223.8247.217883592048-23.4178835920479
9206.1217.774139320230-11.6741393202304
10174.7211.246641370550-36.5466413705504
11203.3185.10063873381018.1993612661904
12220.5216.1569441925654.34305580743522
13299.5228.55679918978470.9432008102157
14347.4293.8171070083253.5828929916799
15338.3333.2135377450635.08646225493736
16327.7312.2407114524615.4592885475398
17351.6314.54348340610837.0565165938915
18396.6350.59407768007146.0059223199288
19438.8390.46741923211348.3325807678868
20395.6420.397671349234-24.7976713492342
21363.5371.952327491357-8.4523274913565
22378.8351.75554693372827.0444530662719
23357385.087926166905-28.087926166905
24369355.98504810202813.0149518979725
25464.8362.662551985787102.137448014213
26479.1460.40497323905418.6950267609458
27431.3454.418719620974-23.1187196209736
28366.5397.580027855772-31.0800278557717
29326.3359.667759018431-33.3677590184308
30355.1338.12475719695816.975242803042
31331.6369.440831857991-37.8408318579912
32261.3333.041193243417-71.7411932434171
33249256.147142499181-7.14714249918093
34205.5263.145425106108-57.645425106108
35235.6225.14200419625910.4579958037414
36240.9247.801804573460-6.90180457345953
37264.9250.76257404618114.1374259538194
38253.8261.190933158970-7.39093315897046
39232.3252.523589844299-20.2235898442991
40193.8231.647607644218-37.8476076442183
41177203.381707987667-26.3817079876673
42213.2192.70368935203220.4963106479680
43207.2230.433328239606-23.2333282396061
44180.6213.033309706281-32.4333097062806
45188.6180.4573391921208.14266080788034
46175.4200.514104447599-25.1141044475990
47199188.09374038916310.9062596108373
48179.6206.80981153948-27.2098115394799
49225.8187.46574012878838.3342598712125
50234230.3503733188293.64962668117117
51200.2238.641342567095-38.4413425670947
52183.6195.271730721071-11.6717307210712
53178.2192.827641163244-14.6276411632444
54203.2195.4485240750587.75147592494209
55208.5215.556489631328-7.05648963132768
56191.8214.224320644425-22.4243206444250
57172.8193.277982789477-20.4779827894770
58148181.834615010920-33.8346150109204
59159.4163.328957521985-3.92895752198474
60154.5176.816644216747-22.3166442167474
61213.2169.11528013823644.0847198617644
62196.4221.007750896431-24.6077508964307
63182.8198.815914219136-16.0159142191362
64176.4180.616448620841-4.21644862084103
65153.6190.510106173454-36.9101061734542
66173.2167.1428265800936.05717341990745
67171187.645747076853-16.6457470768527
68151.2183.789566663772-32.5895666637721
69161.9157.8699388041714.03006119582909
70157.2175.683428207688-18.4834282076883
71201.7171.24664597117930.4533540288213
72236.4210.31306169270326.0869383072969
73356.1240.531974418919115.568025581081
74398.3346.93351361107451.366486388926
75403.7376.12655503806127.5734449619393
76384.6369.43167366916115.1683263308393
77365.8370.377898791288-4.57789879128783
78368.1363.0684185169385.03158148306228
79367.9371.375686871035-3.47568687103485
80347368.954873712226-21.9548737122263
81343.3344.380961236902-1.08096123690155
82292.9344.412460602571-51.5124606025711
83311.5297.8577293100113.6422706899900
84300.9319.65197469227-18.7519746922698
85366.9311.28201867175455.617981328246
86356.9365.041692672239-8.14169267223853
87329.7350.557526132369-20.8575261323689
88316.2316.0351663728560.164833627143796
89269321.770040292788-52.7700402927881
90289.3278.44309097817310.8569090218275
91266.2301.180737977498-34.9807379774983
92253.6277.911989300733-24.3119893007334
93233.8256.973071896474-23.1730718964736
94228.4246.249993944423-17.8499939444233
95253.6240.49710989102613.1028901089741
96260.1265.578358665940-5.47835866594042
97306.6264.7241690278741.8758309721298
98309.2305.5193888389963.68061116100364
99309.5305.7901892183183.70981078168231
100271302.049148625224-31.0491486252236
101279.9273.7601329172676.13986708273337
102317.9288.75730595788929.1426940421107
103298.4328.996187241572-30.5961872415725
104246.7295.298589260354-48.5985892603541
105227.3245.29597177984-17.9959717798398
106209.1244.065150298720-34.9651502987202
107259.9230.71943238069829.1805676193023
108266274.576290391015-8.57629039101525
109320.6271.01393911748449.586060882516
110308.5314.34439111752-5.84439111751982
111282.2304.398908026103-22.1989080261035
112262.7275.800364828533-13.1003648285329
113263.5273.368676231005-9.86867623100475
114313.1277.43817858580135.6618214141985
115284.3322.619948583264-38.3199485832637
116252.6282.939871866558-30.3398718665585
117250.3250.961458091106-0.661458091106034
118246.5266.962261186416-20.4622611864159
119312.7261.07387513345451.6261248665461
120333.2320.20497540765912.9950245923412
121446.4330.476901153011115.923098846989
122511.6430.43650287577181.163497124229
123515.5489.21480841210126.2851915878985
124506.4475.38277450753631.017225492464
125483.2482.4887191321250.711280867875072
126522.3474.352902204447.9470977956001
127509.8517.976578051912-8.17657805191241
128460.7500.615068079214-39.9150680792141
129405.8445.297716969016-39.4977169690164
130375408.355866675133-33.3558666751335
131378.5389.101507619159-10.6015076191593
132406.8392.87830858303913.9216914169614
133467.8412.04064458271755.7593554172827
134469.8460.8740544601428.92594553985807
135429.8451.499851719004-21.6998517190042
136355.8411.324833261258-55.524833261258
137332.7357.31003238434-24.6100323843401
138378350.47076118087427.5292388191261
139360.5398.055499151834-37.555499151834
140334.7361.306235347618-26.606235347618
141319.5328.911308534461-9.41130853446063
142323.1329.265369397241-6.16536939724067
143363.6334.25928782947829.3407121705218
144352.1369.743349093209-17.6433490932092
145411.9348.96061633986162.9393836601388
146388.6405.671996837677-17.0719968376772
147416.4383.74455845177932.6554415482206
148360.7405.585270915772-44.8852709157719
149338361.963005545455-23.9630055454547
150417.2340.13245753675777.0675424632425
151388.4433.052515046984-44.6525150469845
152371.1383.983399728496-12.8833997284960
153331.5357.98447941444-26.48447941444
154353.7341.47746230500212.2225376949980
155396.7365.03061894205131.6693810579486
156447404.64196526269142.3580347373087
157533.5436.93440916526896.5655908347322
158565.4514.26799531101651.1320046889842
159542.3536.2738750552126.02612494478764
160488.7510.048741035521-21.3487410355208
161467.1475.592620851609-8.49262085160936
162531.3471.60510083771659.6948991622843
163496.1538.799152382984-42.699152382984
164444485.999468385202-41.9994683852024
165403.4428.706065544275-25.3060655442751
166386.3413.940269130271-27.6402691302712
167394.1401.578478215588-7.47847821558818
168404.1405.354694422273-1.25469442227272
169462.1407.43905265079354.6609473492075
170448.1458.437887156838-10.3378871568382
171432.3436.718816267979-4.41881626797928
172386.3419.137047921299-32.8370479212987
173395.2390.0942511511065.1057488488936
174421.9404.48914147479517.4108585252049
175382.9431.106847209291-48.2068472092911
176384.2378.4056371090465.79436289095364
177345.5384.468400386678-38.9684003866778
178323.4356.230761533979-32.8307615339787
179372.6332.07587794385340.5241220561469
180376388.116773125608-12.1167731256077
181462.7378.53843010355684.161569896444
182487453.08927059750733.9107294024929
183444.2474.021237243549-29.8212372435494
184399.3419.795688042523-20.4956880425233
185394.9397.655660267339-2.75566026733894
186455.4409.79459263172745.6054073682733
187414465.750110512674-51.7501105126741
188375.5407.36597814094-31.8659781409398
189347368.316712380607-21.3167123806072
190339.4363.296785514428-23.8967855144281
191385.8355.67574624642930.1242537535713
192378.8397.398056262264-18.5980562622640
193451.8378.59301448485373.2069855151468
194446.1444.5921446469521.50785535304778
195422.5438.700111106895-16.2001111068954
196383.1407.058232459200-23.9582324592005
197352.8387.869297620479-35.0692976204785
198445.3365.45038128170179.8496187182991
199367.5460.018791672413-92.5187916724126
200355.1365.187487015557-10.0874870155565
201326.2348.216589968873-22.0165899688732
202319.8349.586546650349-29.7865466503485
203331.8332.753679076557-0.953679076557101
204340.9346.079162537335-5.17916253733473
205394.1347.93746813538746.1625318646132
206417.2396.14297905886321.057020941137
207369.9412.47176989299-42.5717698929899
208349.2358.853837194697-9.6538371946972
209321.4354.231324911669-32.8313249116688
210405.7340.08927341573265.6107265842683
211342.9419.262444277227-76.3624442772269
212316.5343.981740543161-27.4817405431608
213284.2312.482130365580-28.2821303655803
214270.9309.247661275358-38.347661275358
215288.8290.814747045987-2.01474704598674
216278.8308.391138491023-29.5911384910232
217324.4290.69686742065433.7031325793455
218310.9332.200363420009-21.3003634200089
219299317.097733155101-18.0977331551013
220273300.437022041656-27.4370220416561
221279.3287.773041899684-8.47304189968402
222359.2296.33517798431862.8648220156815
223305374.114546600177-69.1145466001767
224282.1303.092717741138-20.9927177411376
225250.3281.351611434810-31.0516114348097
226246.5276.232438980727-29.7324389807273
227257.9268.451454610757-10.5514546107572
228266.5278.926027494265-12.4260274942645
229315.9279.49416994602536.4058300539749
230318.4324.657972868567-6.25797286856745
231295.4321.289385544118-25.8893855441175
232266.4294.85002042716-28.4500204271601
233245.8279.94170258493-34.1417025849297
234362.8267.13584603433595.664153965665
235324.9383.271052770099-58.3710527700994
236294.2325.029821216114-30.8298212161140
237289.5283.5673251697375.93267483026258
238295.2312.138873438391-16.9388734383907
239290.3313.907042248066-23.6070422480656
240272302.416686588098-30.4166865880984
241307.4283.66265186171823.7373481382817
242328.7322.8522916194095.84770838059113
243292.9339.509506380763-46.6095063807628
244249.1293.644538976205-44.5445389762048
245230.4261.155431228817-30.7554312288171
246361.5257.726899466798103.773100533202
247321.7386.338037980244-64.638037980244
248277.2320.846244319849-43.6462443198487
249260.7265.001094592344-4.30109459234405
250251287.205387680042-36.205387680042
251257.6276.735560826631-19.1355608266306
252241.8277.201186288139-35.4011862881387
253287.5258.40560810022529.0943918997754
254292.3302.849744332103-10.5497443321033
255274.7303.939072953927-29.2390729539269
256254.2277.757201445277-23.5572014452774
257230269.355781809256-39.3557818092558
258339251.65407785269287.3459221473085
259318.2360.684257517977-42.4842575179773
260287322.555904525175-35.5559045251748
261295.8278.18849707866117.6115029213386
262284316.531229011513-32.5312290115127
263271302.77381755115-31.7738175511498
264262.7284.363304760873-21.6633047608731
265340.6281.33711622691559.2628837730849
266379.4357.92483806455821.4751619354422
267373.3382.653245989763-9.35324598976338
268355.2360.762244877202-5.56224487720177
269338.4356.031324063969-17.6313240639691
270466.9351.07632688468115.823673115320
271451480.262271666598-29.2622716665981
272422443.741510969339-21.7415109693394
273429.2400.22564224337128.9743577566293
274425.9440.21393078861-14.3139307886098
275460.7435.80829239277824.8917076072225
276463.6463.619829541568-0.0198295415681233
277541.4463.22607344256478.173926557436
278544.2534.6242962043049.57570379569627
279517.5532.849853701531-15.3498537015311
280469.4498.455166402237-29.0551664022367
281439.4471.275704029037-31.875704029037
282549452.55356161217496.446438387826
283533564.137084873176-31.1370848731764
284506.1525.490418707132-19.3904187071319
285484483.3489937531540.651006246845869
286457490.372336724591-33.3723367245909
287481.5466.8315471982914.6684528017098
288469.5491.691298401638-22.1912984016383
289544.7474.6819184507870.0180815492201
290541.2541.911350310759-0.71135031075916
291521.5533.819235447993-12.3192354479927
292469.7504.389462967955-34.6894629679549
293434.4472.689418902081-38.2894189020813
294542.6447.24257604418295.3574239558182
295517.3560.10484444254-42.8048444425399
296485.7512.355345478756-26.6553454787558
297465.8466.031202510743-0.231202510743138
298447476.627958843355-29.6279588433546
299426.6459.367031539271-32.7670315392708
300411.6437.784308768916-26.1843087689162
301467.5424.05545135689343.4445486431069
302484.5479.4181934158995.08180658410117
303451.2485.225383902672-34.0253839026722
304417.4440.904056203576-23.5040562035757
305379.9422.596122172731-42.6961221727309
306484.7398.08936753498386.6106324650168
307455503.143501975823-48.1435019758229
308420.8455.585395321215-34.7853953212146
309416.5407.2759575554879.22404244451276
310376.3433.316401048814-57.0164010488138
311405.6392.13377207131713.4662279286826
312405.8420.190189907873-14.3901899078734
313500.8419.5828061363881.2171938636201
314514501.12937138345512.8706286165446
315475.5506.143814055002-30.6438140550024
316430.1456.205051610328-26.1050516103278
317414.4435.880766836130-21.4807668361304
318538434.231659224364103.768340775636
319526554.657833478808-28.6578334788082
320488.5516.862822203825-28.3628222038251
321520.2465.20183289377254.9981671062279
322504.4529.013427566635-24.6134275666345
323568.5510.46637634548258.0336236545176
324610.6564.40228703220146.1977129677994
325818604.565051649473213.434948350527
326830.9791.36910674787439.5308932521256
327835.9782.13630432236853.7636956776323
328782771.38386691879210.616133081208
329762.3759.7948619833452.50513801665464
330856.9750.683723879766106.216276120234
331820.9853.293433812134-32.3934338121343
332769.6794.934549999651-25.3345499996510
333752.2735.62898180487316.5710181951267
334724.4749.920216824235-25.5202168242355
335723.1723.37888237275-0.278882372750559
336719.5717.4619276874682.03807231253237
337817.4713.577947084667103.822052915333
338803.3804.453780640703-1.15378064070277
339752.5776.303823723008-23.8038237230077
340689717.246355826063-28.2463558260633
341630.4684.585332300625-54.1853323006254
342765.5639.210221314588126.289778685412
343757.7776.667716404533-18.9677164045333
344732.2742.17702139434-9.97702139434015
345702.6691.43998476556711.1600152344335
346683.3695.338866666751-12.0388666667507
347709.5682.01672180213527.483278197865
348702.2708.510912976645-6.31091297664488
349784.8693.45040269767591.3495973023245
350810.9768.659202245442.2407977546003
351755.6788.32391214436-32.7239121443608
352656.8719.79198520116-62.9919852011595
353615.1645.625536614417-30.5255366144166
354745.3630.933483109364114.366516890636
355694.1763.989335576923-69.8893355769229
356675.7678.474093300057-2.77409330005700
357643.7645.192003079294-1.49200307929375
358622.1649.390708521766-27.2907085217660
359634.6624.3303813772410.2696186227601
360588639.482957946888-51.4829579468881
361689.7587.684847899478102.015152100522
362673.9688.449716534987-14.5497165349871
363647.9665.63756547422-17.7375654742201
364568.8621.741451515491-52.9414515154913
365545.7571.094632338293-25.3946323382934
366632.6559.76767930425472.8323206957456
367643.8651.604008617854-7.80400861785405
368593.1635.752319052841-42.6523190528411
369579.7570.1680077169199.53199228308108
370546581.540264357492-35.5402643574922
371562.9558.4183051844424.48169481555754
372572.5570.9028542766121.59714572338804


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
90.1466042914736880.2932085829473760.853395708526312
100.1145403003318420.2290806006636830.885459699668158
110.06664176795929950.1332835359185990.9333582320407
120.04192886305494360.08385772610988720.958071136945056
130.2941215537434310.5882431074868620.70587844625657
140.4957159890359870.9914319780719740.504284010964013
150.4564225591523150.9128451183046310.543577440847685
160.4056519391647170.8113038783294340.594348060835283
170.4766307026354160.9532614052708330.523369297364584
180.6347074252238530.7305851495522940.365292574776147
190.7342668742799780.5314662514400450.265733125720022
200.6677369075758420.6645261848483150.332263092424158
210.5966240776978280.8067518446043450.403375922302173
220.5354898131965440.9290203736069120.464510186803456
230.4946832589387550.989366517877510.505316741061245
240.4321256421893380.8642512843786760.567874357810662
250.4905204042124630.9810408084249260.509479595787537
260.4262458492547830.8524916985095660.573754150745217
270.4014770312890770.8029540625781540.598522968710923
280.4791732309558880.9583464619117760.520826769044112
290.5540037332393270.8919925335213460.445996266760673
300.5231787341071110.9536425317857770.476821265892889
310.6872556708818550.6254886582362890.312744329118145
320.881089052934640.2378218941307210.118910947065361
330.8796172070937710.2407655858124570.120382792906229
340.927200815767740.1455983684645180.0727991842322592
350.9072111908999940.1855776182000120.0927888091000062
360.8908278971478380.2183442057043250.109172102852162
370.8657955812357370.2684088375285260.134204418764263
380.8406719911867960.3186560176264080.159328008813204
390.8145642247584910.3708715504830180.185435775241509
400.8021623165165060.3956753669669880.197837683483494
410.7735955933422770.4528088133154460.226404406657723
420.745935801336660.508128397326680.25406419866334
430.7142501908471870.5714996183056270.285749809152814
440.6821015457587560.6357969084824880.317898454241244
450.6443014289105550.711397142178890.355698571089445
460.6070208315250390.7859583369499230.392979168474961
470.5734063403227080.8531873193545840.426593659677292
480.5360276242975690.9279447514048630.463972375702431
490.5540517086581350.8918965826837310.445948291341865
500.5113186440431120.9773627119137760.488681355956888
510.4791615677118710.9583231354237430.520838432288129
520.4346401198487230.8692802396974460.565359880151277
530.3912835698366970.7825671396733940.608716430163303
540.3591936448676780.7183872897353570.640806355132322
550.3193021400830090.6386042801660180.680697859916991
560.2823527511834830.5647055023669670.717647248816517
570.2474555030782560.4949110061565120.752544496921744
580.2216693286174730.4433386572349460.778330671382527
590.1929688293328690.3859376586657370.807031170667131
600.1665095505790650.3330191011581300.833490449420935
610.195515991447270.391031982894540.80448400855273
620.1697101537830370.3394203075660730.830289846216963
630.1452150390352030.2904300780704050.854784960964797
640.1245091810903770.2490183621807550.875490818909623
650.1091245668366830.2182491336733650.890875433163317
660.09678200872844240.1935640174568850.903217991271558
670.08047582576944320.1609516515388860.919524174230557
680.06817446008491740.1363489201698350.931825539915083
690.05893750067199640.1178750013439930.941062499328004
700.04812099113022360.09624198226044730.951879008869776
710.05294794295711460.1058958859142290.947052057042885
720.05417318155764870.1083463631152970.945826818442351
730.2518340407712110.5036680815424220.748165959228789
740.2836670973008890.5673341946017770.716332902699111
750.2834629340346260.5669258680692520.716537065965374
760.2670160739120300.5340321478240610.73298392608797
770.2439260887440050.4878521774880090.756073911255995
780.2313917103346150.4627834206692290.768608289665385
790.2099187200252960.4198374400505920.790081279974704
800.1847487344009990.3694974688019980.815251265599001
810.1661756374279630.3323512748559270.833824362572037
820.1591180945605230.3182361891210450.840881905439477
830.1554331159833080.3108662319666160.844566884016692
840.1349383646093090.2698767292186190.86506163539069
850.1782631614733590.3565263229467180.82173683852664
860.1554974333890970.3109948667781930.844502566610904
870.1358483161308350.2716966322616690.864151683869166
880.1188780959946020.2377561919892040.881121904005398
890.1156820432618680.2313640865237360.884317956738132
900.1076935284711380.2153870569422750.892306471528862
910.09691636532657410.1938327306531480.903083634673426
920.08368369924582030.1673673984916410.91631630075418
930.07200344016612450.1440068803322490.927996559833876
940.06094118462753020.1218823692550600.93905881537247
950.05412751759633510.1082550351926700.945872482403665
960.04507580287747730.09015160575495450.954924197122523
970.04836580354709060.09673160709418110.95163419645291
980.04035947054184860.08071894108369720.959640529458151
990.03369365266977020.06738730533954030.96630634733023
1000.02945338391980350.05890676783960690.970546616080197
1010.02536944265486640.05073888530973270.974630557345134
1020.02526852957203060.05053705914406110.97473147042797
1030.02198010861542290.04396021723084590.978019891384577
1040.02169357266482430.04338714532964870.978306427335176
1050.01774813484026320.03549626968052630.982251865159737
1060.01531069665274130.03062139330548250.984689303347259
1070.01549464652984840.03098929305969690.984505353470152
1080.01248698869411540.02497397738823080.987513011305885
1090.01480960915451310.02961921830902620.985190390845487
1100.01194437892714230.02388875785428470.988055621072858
1110.009843720834275820.01968744166855160.990156279165724
1120.007857621012957810.01571524202591560.992142378987042
1130.006266274292479420.01253254858495880.99373372570752
1140.006749613667343350.01349922733468670.993250386332657
1150.006223846183751540.01244769236750310.993776153816248
1160.005255421585909470.01051084317181890.99474457841409
1170.004208401230549730.008416802461099460.99579159876945
1180.003345199165364590.006690398330729180.996654800834635
1190.004555424325225130.009110848650450260.995444575674775
1200.003710894001849430.007421788003698860.99628910599815
1210.01985197156850810.03970394313701620.980148028431492
1220.03288705918014980.06577411836029950.96711294081985
1230.02950632208380970.05901264416761940.97049367791619
1240.02823129241463490.05646258482926990.971768707585365
1250.0238271866056430.0476543732112860.976172813394357
1260.03095748028600280.06191496057200560.969042519713997
1270.02573341388922120.05146682777844240.974266586110779
1280.02352225305813510.04704450611627010.976477746941865
1290.02096114446135550.0419222889227110.979038855538644
1300.01812417975986490.03624835951972990.981875820240135
1310.01527326482306070.03054652964612140.98472673517694
1320.01346082564076870.02692165128153740.986539174359231
1330.01685122862023370.03370245724046740.983148771379766
1340.01405305046498300.02810610092996610.985946949535017
1350.01204483775656450.02408967551312890.987955162243435
1360.01265779670218670.02531559340437330.987342203297813
1370.01066569700196510.02133139400393030.989334302998035
1380.01071522933606490.02143045867212980.989284770663935
1390.01017197234434810.02034394468869620.989828027655652
1400.008757006405867030.01751401281173410.991242993594133
1410.00706991873170430.01413983746340860.992930081268296
1420.005683661141296540.01136732228259310.994316338858704
1430.005291593031541430.01058318606308290.994708406968459
1440.004428369808354490.008856739616708980.995571630191646
1450.006353835174288780.01270767034857760.993646164825711
1460.00538545450249540.01077090900499080.994614545497505
1470.005143280968280080.01028656193656020.99485671903172
1480.005166614239777710.01033322847955540.994833385760222
1490.004282772090772750.00856554418154550.995717227909227
1500.009038772772528730.01807754554505750.990961227227471
1510.009310044778286130.01862008955657230.990689955221714
1520.007642006907931560.01528401381586310.992357993092069
1530.00652356689841840.01304713379683680.993476433101582
1540.005564710981235570.01112942196247110.994435289018764
1550.005284382153211220.01056876430642240.99471561784679
1560.005418908426057430.01083781685211490.994581091573943
1570.01376086540089230.02752173080178470.986239134599108
1580.01567716292784270.03135432585568540.984322837072157
1590.01351458198527540.02702916397055080.986485418014725
1600.01133199833855950.02266399667711910.98866800166144
1610.009348446212287890.01869689242457580.990651553787712
1620.01409288591973950.02818577183947910.98590711408026
1630.01376499472534570.02752998945069140.986235005274654
1640.01293222799006800.02586445598013610.987067772009932
1650.01091411385494490.02182822770988970.989085886145055
1660.009351921972116790.01870384394423360.990648078027883
1670.00763986870411810.01527973740823620.992360131295882
1680.0061918835119630.0123837670239260.993808116488037
1690.007641599513973870.01528319902794770.992358400486026
1700.006439219917443780.01287843983488760.993560780082556
1710.005240512837086570.01048102567417310.994759487162913
1720.004621405103633610.009242810207267220.995378594896366
1730.003794412832917850.007588825665835690.996205587167082
1740.003240061936724960.006480123873449930.996759938063275
1750.003429884878665590.006859769757331180.996570115121334
1760.002773336692792000.005546673385584010.997226663307208
1770.002592418921647380.005184837843294760.997407581078353
1780.002282151838030720.004564303676061450.99771784816197
1790.002383799829713540.004767599659427080.997616200170286
1800.001935745528356930.003871491056713870.998064254471643
1810.004222267585224810.008444535170449630.995777732414775
1820.004243343744540440.008486687489080870.99575665625546
1830.00389812960690570.00779625921381140.996101870393094
1840.003194376954516450.00638875390903290.996805623045484
1850.002558381186369690.005116762372739380.99744161881363
1860.002968199671666610.005936399343333210.997031800328333
1870.00326450498394090.00652900996788180.99673549501606
1880.002841891941670940.005683783883341880.997158108058329
1890.002318867769073790.004637735538147590.997681132230926
1900.001918088669083150.003836177338166290.998081911330917
1910.001780117100535910.003560234201071830.998219882899464
1920.001482253318388470.002964506636776940.998517746681612
1930.002712841231011340.005425682462022680.997287158768989
1940.00229585079196870.00459170158393740.997704149208031
1950.001886881932055250.003773763864110490.998113118067945
1960.0015459610161680.0030919220323360.998454038983832
1970.001341597521703720.002683195043407440.998658402478296
1980.003025425153977280.006050850307954570.996974574846023
1990.006425915129849220.01285183025969840.99357408487015
2000.005231079224028080.01046215844805620.994768920775972
2010.004340839514245060.008681679028490110.995659160485755
2020.003767349132692030.007534698265384070.996232650867308
2030.003014896507420650.006029793014841290.99698510349258
2040.002413078403444630.004826156806889250.997586921596555
2050.002706250752233470.005412501504466940.997293749247766
2060.002457215324327280.004914430648654550.997542784675673
2070.002412804874866630.004825609749733250.997587195125133
2080.001920153548744460.003840307097488910.998079846451255
2090.001656243060411320.003312486120822640.998343756939589
2100.002612910066879590.005225820133759190.99738708993312
2110.0039617478345050.007923495669010.996038252165495
2120.003406863471517110.006813726943034210.996593136528483
2130.002894634394479220.005789268788958440.997105365605521
2140.002691118086778840.005382236173557680.997308881913221
2150.002129741071697370.004259482143394740.997870258928303
2160.001857316387393670.003714632774787350.998142683612606
2170.001756918087284050.003513836174568110.998243081912716
2180.001460373922074760.002920747844149520.998539626077925
2190.001186567816756790.002373135633513590.998813432183243
2200.0009967079324140350.001993415864828070.999003292067586
2210.0007742169213981020.001548433842796200.999225783078602
2220.001132265984317470.002264531968634940.998867734015683
2230.001584963358693140.003169926717386280.998415036641307
2240.001297072983870900.002594145967741800.99870292701613
2250.001112434500961400.002224869001922800.998887565499039
2260.000961922068054050.00192384413610810.999038077931946
2270.000750493994877840.001500987989755680.999249506005122
2280.0005856074337037460.001171214867407490.999414392566296
2290.000567268525801080.001134537051602160.999432731474199
2300.0004401375708047420.0008802751416094830.999559862429195
2310.0003615775591561930.0007231551183123870.999638422440844
2320.0002986223423441390.0005972446846882780.999701377657656
2330.0002624100251895750.000524820050379150.99973758997481
2340.0008451900261192850.001690380052238570.99915480997388
2350.0009676110733760880.001935222146752180.999032388926624
2360.0008296344213550410.001659268842710080.999170365578645
2370.0006480435021238450.001296087004247690.999351956497876
2380.0005099316979129970.001019863395825990.999490068302087
2390.0004115717482278560.0008231434964557120.999588428251772
2400.0003476503136807030.0006953006273614060.99965234968632
2410.0002924545524475110.0005849091048950220.999707545447552
2420.0002232399435098610.0004464798870197210.99977676005649
2430.0002201498072684160.0004402996145368330.999779850192732
2440.0002146987003529760.0004293974007059520.999785301299647
2450.0001865581545202360.0003731163090404730.99981344184548
2460.0007284747599024840.001456949519804970.999271525240097
2470.0009099637085091970.001819927417018390.99909003629149
2480.000871176874403020.001742353748806040.999128823125597
2490.0006686903630932930.001337380726186590.999331309636907
2500.0006233179717604410.001246635943520880.99937668202824
2510.0005044091710907650.001008818342181530.99949559082891
2520.0004599758392987730.0009199516785975460.999540024160701
2530.0003943189242722440.0007886378485444880.999605681075728
2540.000299528199436870.000599056398873740.999700471800563
2550.0002518261276009510.0005036522552019010.9997481738724
2560.0002043063719882760.0004086127439765510.999795693628012
2570.0002008469995840920.0004016939991681840.999799153000416
2580.0004541192735985550.000908238547197110.999545880726401
2590.0004306843480490880.0008613686960981760.99956931565195
2600.0003856579334523380.0007713158669046760.999614342066548
2610.0003034872731175120.0006069745462350230.999696512726882
2620.0002754219822476820.0005508439644953640.999724578017752
2630.0002512337322897720.0005024674645795440.99974876626771
2640.000210107869159340.000420215738318680.99978989213084
2650.0002527055649790550.000505411129958110.99974729443502
2660.0002019177532176940.0004038355064353880.999798082246782
2670.0001495942025587660.0002991884051175330.999850405797441
2680.0001097192042611050.0002194384085222110.99989028079574
2698.58385859767285e-050.0001716771719534570.999914161414023
2700.0004881632984892430.0009763265969784870.99951183670151
2710.0003973495889420630.0007946991778841260.999602650411058
2720.0003113265083649060.0006226530167298110.999688673491635
2730.0002682959663787980.0005365919327575970.999731704033621
2740.0002074672936457940.0004149345872915880.999792532706354
2750.0001701197623246150.000340239524649230.999829880237675
2760.0001246221810848110.0002492443621696220.999875377818915
2770.0002576457582762090.0005152915165524190.999742354241724
2780.0001970995462042680.0003941990924085360.999802900453796
2790.0001454870784158890.0002909741568317770.999854512921584
2800.0001170530867202230.0002341061734404450.99988294691328
2810.0001038615955986150.0002077231911972300.999896138404401
2820.0003203344933131740.0006406689866263490.999679665506687
2830.0002613570034746290.0005227140069492580.999738642996525
2840.0001986474613861330.0003972949227722650.999801352538614
2850.0001443695327337830.0002887390654675660.999855630467266
2860.0001289109073067760.0002578218146135520.999871089092693
2879.6640115121553e-050.0001932802302431060.999903359884878
2887.63505820137687e-050.0001527011640275370.999923649417986
2890.0001209470784829290.0002418941569658590.999879052921517
2908.62123730433333e-050.0001724247460866670.999913787626957
2916.20299583030244e-050.0001240599166060490.999937970041697
2925.34465582065765e-050.0001068931164131530.999946553441794
2935.32971140920962e-050.0001065942281841920.999946702885908
2940.000148480199305950.00029696039861190.999851519800694
2950.0001423580535450620.0002847161070901250.999857641946455
2960.0001153926646373090.0002307853292746180.999884607335363
2978.1855206546367e-050.0001637104130927340.999918144793454
2987.3541777115596e-050.0001470835542311920.999926458222884
2997.09391910080895e-050.0001418783820161790.999929060808992
3006.42594798442463e-050.0001285189596884930.999935740520156
3015.53002550535818e-050.0001106005101071640.999944699744946
3023.86147161964580e-057.72294323929161e-050.999961385283804
3033.58757380528228e-057.17514761056455e-050.999964124261947
3043.01571580008087e-056.03143160016174e-050.999969842842
3053.95112086595528e-057.90224173191056e-050.99996048879134
3066.61265796806808e-050.0001322531593613620.99993387342032
3078.53604039863649e-050.0001707208079727300.999914639596014
3089.35670453497874e-050.0001871340906995750.99990643295465
3096.65735112226914e-050.0001331470224453830.999933426488777
3100.0001581450780017760.0003162901560035520.999841854921998
3110.0001280564569795100.0002561129139590210.99987194354302
3120.0001381051403441390.0002762102806882780.999861894859656
3130.0001597639795691840.0003195279591383680.99984023602043
3140.0001150355176340240.0002300710352680480.999884964482366
3150.0001406193606412470.0002812387212824930.999859380639359
3160.0001935780976203510.0003871561952407020.99980642190238
3170.0004028811770746730.0008057623541493470.999597118822925
3180.0005121503887828170.001024300777565630.999487849611217
3190.0009674146557660440.001934829311532090.999032585344234
3200.002977286870268690.005954573740537370.997022713129731
3210.002952149443787420.005904298887574830.997047850556213
3220.02227899646715890.04455799293431780.977721003532841
3230.06489743509374340.1297948701874870.935102564906257
3240.3573071917263210.7146143834526430.642692808273679
3250.4668690047837730.9337380095675460.533130995216227
3260.4937799828119440.9875599656238880.506220017188056
3270.4569818845632610.9139637691265220.543018115436739
3280.4191651327627200.8383302655254410.58083486723728
3290.3820763647087550.764152729417510.617923635291245
3300.5083058772936670.9833882454126650.491694122706333
3310.462247271786820.924494543573640.53775272821318
3320.4207098478123290.8414196956246580.579290152187671
3330.3731207380750650.746241476150130.626879261924935
3340.3619471220709780.7238942441419550.638052877929022
3350.3638661948048090.7277323896096180.636133805195191
3360.4039289335888480.8078578671776960.596071066411152
3370.4171923830866360.8343847661732720.582807616913364
3380.3642163633055310.7284327266110610.63578363669447
3390.320608415005650.64121683001130.67939158499435
3400.3045152827375440.6090305654750870.695484717262456
3410.5483088160084950.9033823679830110.451691183991505
3420.5491109714717090.9017780570565830.450889028528291
3430.5617154572389530.8765690855220940.438284542761047
3440.5694895101833480.8610209796333040.430510489816652
3450.5470648995213570.9058702009572850.452935100478643
3460.5903205590297180.8193588819405640.409679440970282
3470.5950164188380610.8099671623238770.404983581161939
3480.7676503093758270.4646993812483450.232349690624173
3490.7203201453460340.5593597093079330.279679854653966
3500.7673006887433670.4653986225132660.232699311256633
3510.8459715008546030.3080569982907950.154028499145397
3520.8326352214173550.3347295571652890.167364778582645
3530.7786269564648670.4427460870702660.221373043535133
3540.9592990650150730.08140186996985330.0407009349849266
3550.9365031205656760.1269937588686480.0634968794343242
3560.8982328364676360.2035343270647270.101767163532364
3570.8498952036045090.3002095927909820.150104796395491
3580.7901389405242510.4197221189514980.209861059475749
3590.6971165735959820.6057668528080360.302883426404018
3600.9725719931111040.05485601377779160.0274280068888958
3610.940020887060190.1199582258796200.0599791129398101
3620.8696318185209050.260736362958190.130368181479095
3630.931387783212320.1372244335753580.0686122167876791


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1540.433802816901408NOK
5% type I error level2150.605633802816901NOK
10% type I error level2310.650704225352113NOK