Multiple Linear Regression - Estimated Regression Equation
PartikelsFijnstof[t] = + 258.430549556301 + 0.0447783369483975AutosPerUur[t] -0.116722610525694TempOp2mHoogte[t] -5.92990558511599Windsnelheid[t] -18.1011265556512TempverschilTussen2mEn25m[t] -0.0495494050387029Windrichting[t] + 1.55862026416571Uur[t] + 0.0233295230351675Dag[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)258.43054955630126.8282649.632800
AutosPerUur0.04477833694839750.0276841.61750.1064120.053206
TempOp2mHoogte-0.1167226105256941.076821-0.10840.9137260.456863
Windsnelheid-5.929905585115993.367896-1.76070.0789080.039454
TempverschilTussen2mEn25m-18.10112655565126.622184-2.73340.0064940.003247
Windrichting-0.04954940503870290.074162-0.66810.5043690.252184
Uur1.558620264165710.9049071.72240.0856240.042812
Dag0.02332952303516750.0300410.77660.4377710.218885


Multiple Linear Regression - Regression Statistics
Multiple R0.196175958535423
R-squared0.0384850067072919
Adjusted R-squared0.0248049153393063
F-TEST (value)2.81321269515458
F-TEST (DF numerator)7
F-TEST (DF denominator)492
p-value0.00700561471806804
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation131.837719567883
Sum Squared Residuals8551542.67602294


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1366.356300.14361701521466.2123829847862
2304.452294.44594308721610.0060569127836
3371.357254.863666274931116.493333725069
4294.444271.31237745281323.131622547187
5406.044206.865263995102199.178736004898
6368.888286.12837697443582.7596230255654
733.322277.225923916022-243.903923916022
833.673252.127595060716-218.454595060716
9207.944283.181174349768-75.2371743497679
10194.591253.7431393688-59.1521393688001
1133.322272.578569218199-239.256569218199
12321.888308.98998159311512.8980184068852
13109.861225.304576357684-115.443576357684
1453.845286.502979141084-232.657979141084
15393.183303.54556712924289.6374328707576
1633.673248.624110754213-214.951110754213
17283.321296.434719638572-13.1137196385719
18304.452289.2154940447415.2365059552598
19299.573284.1523073859515.4206926140499
20421.951289.844133498663132.106866501337
21304.452322.317765062684-17.865765062684
2237.612349.622952133106-312.010952133106
23358.352328.1496647952130.20233520479
24248.491262.450219798406-13.9592197984058
25248.491324.09600750499-75.6050075049899
2633.322301.399996231254-268.077996231254
27313.549287.38852129247726.1604787075233
28207.944303.162075207472-95.2180752074723
29368.888229.107760409405139.780239590595
30299.573235.04248996790464.5305100320957
31398.898285.09246162258113.80553837742
32304.452292.80383493357211.6481650664279
33355.535291.52206856750464.012931432496
34179.176290.384413352021-111.208413352021
35304.452270.18678180701534.2652181929854
36256.495287.71905959109-31.2240595910904
37436.945255.822430560326181.122569439674
38346.574296.13232334868950.4416766513112
39460.517299.744844819232160.772155180768
40309.104281.540812569327.5631874306997
41415.888302.007797270475113.880202729525
42179.176288.610525432828-109.434525432828
43248.491266.784939592739-18.2939395927392
44321.888295.90586983062625.9821301693741
45373.767301.29978865612672.4672113438736
4642.485290.176399005774-247.691399005774
4738.712262.089743444293-223.377743444293
48400.733296.197837324012104.535162675988
49294.444272.07110753635222.3728924636476
50309.104255.75660431540253.3473956845982
51194.591251.728446024529-57.1374460245292
52352.636317.41368491715135.2223150828492
5338.712307.473790561631-268.761790561631
54299.573287.89508148666211.6779185133383
55407.754305.012147686458102.741852313542
56321.888296.50988729096525.3781127090348
57349.651337.38665997670612.2643400232938
5832.581223.461816778574-190.880816778574
59299.573309.767486027796-10.1944860277957
60270.805301.290949608303-30.4859496083026
61309.104266.96226545039842.1417345496015
62406.044303.929648414067102.114351585933
63361.092315.33541734137845.7565826586222
64256.495286.169091977899-29.6740919778995
65160.944296.682417709872-135.738417709872
6650.876278.49123313084-227.61523313084
67230.259268.823452398494-38.5644523984938
6832.581295.138665009716-262.557665009716
69366.356310.35738441874155.9986155812592
70304.452315.305800136095-10.8538001360949
7134.012293.867025273457-259.855025273457
72304.452251.83759553646252.6144044635381
7334.012287.830168195569-253.818168195569
74355.535269.09687968512986.4381203148715
75397.029317.74548987287779.2835101271234
76472.739279.645219483044193.093780516956
77430.407288.861652949329141.54534705067
78256.495307.400742921651-50.9057429216506
79378.419278.46952752355599.9494724764448
80495.583290.403493077705205.179506922295
81366.356301.04216076805265.3138392319476
82526.786283.618177873962243.167822126038
83346.574256.65275700957189.9212429904286
84207.944230.750990641795-22.8069906417949
8533.673311.084271751746-277.411271751746
86329.584299.53038181604930.0536181839505
87219.722366.560150281218-146.838150281218
88343.399305.6346364779137.76436352209
8932.581322.875507304533-290.294507304533
90283.321290.811185631283-7.49018563128281
91363.759292.62446707187471.134532928126
92270.805271.857747941453-1.05274794145321
93299.573320.774159100926-21.2011591009264
94400.733335.21036401083465.522635989166
95343.399280.99778579841362.4012142015868
960.69315267.063415313193-266.370265313193
97352.636311.90164478207540.7343552179245
98263.906268.728112106852-4.82211210685185
99194.591299.067788605525-104.476788605525
100371.357311.24288464389260.1141153561082
101283.321304.963644162347-21.6426441623468
102343.399304.27629456220539.1227054377949
103329.584275.60525126476253.9787487352385
104317.805291.59184823257226.2131517674284
105481.218298.628023342939182.589976657061
106463.473256.769371517913206.703628482087
107304.452275.6998533572628.7521466427402
10838.712286.997437436946-248.285437436946
109368.888282.01803356274886.8699664372524
110433.073263.971227269541169.101772730459
111461.512317.033111296644144.478888703356
112443.082297.874601602946145.207398397054
11334.012278.53084889748-244.51884889748
114248.491310.260044243632-61.769044243632
115329.584290.94936409194438.6346359080561
116294.444310.168637967568-15.7246379675677
11733.673284.12485593595-250.45185593595
118289.037278.44004205658510.5969579434146
119490.527300.81535742243189.71164257757
120263.906271.528413251499-7.62241325149944
121329.584251.52420950565478.0597904943458
122371.357279.48809981765191.8689001823488
123439.445313.04345559264126.40154440736
124382.864297.63257410965385.2314258903468
125256.495264.7136473865-8.21864738649953
12633.322310.92576204804-277.60376204804
127313.549266.68813862479146.8608613752087
1280.69315298.354483447233-297.661333447233
129400.733269.772599377217130.960400622783
13032.581249.534900167037-216.953900167037
13132.581297.659169170248-265.078169170248
132484.419283.759814753766200.659185246234
133263.906253.87604470159310.0299552984073
134138.629236.97356001192-98.3445600119205
13532.581256.329287870638-223.748287870638
136230.259262.829316875464-32.5703168754638
137309.104244.27454404667364.8294559533265
138294.444266.24820698052128.1957930194793
13934.012305.322629531692-271.310629531692
140299.573272.11115433123727.4618456687626
141382.864254.53809724742128.32590275258
142230.259267.399838883936-37.1408388839356
143429.046299.982961735742129.063038264258
144441.884310.789914942697131.094085057303
14533.673287.484591909827-253.811591909827
146230.259254.199222588291-23.9402225882914
147398.898295.914051159004102.983948840996
148412.713268.135652366665144.577347633335
149368.888246.792721683461122.095278316539
150230.259248.387574343685-18.1285743436847
151329.584278.03316416123651.5508358387639
152313.549307.0009004162676.54809958373347
153207.944302.368413018767-94.4244130187666
154525.227298.778806149728226.448193850272
155378.419294.3931789974184.0258210025895
156397.029252.47811901743144.55088098257
157299.573271.22829072475328.3447092752474
158256.495272.593146799297-16.0981467992966
159321.888282.4279819350739.4600180649301
160138.629306.765557044895-168.136557044895
161313.549268.16802693875545.3809730612449
162406.044289.032543277826117.011456722174
163427.667301.425463481136126.241536518864
164349.651309.07282015237140.5781798476289
165321.888299.96029430809321.9277056919071
166407.754286.814611367283120.939388632717
167420.469266.066840503429154.402159496571
168418.965242.921990311566176.043009688434
169248.491302.987457719113-54.4964577191127
170109.861264.127547111611-154.266547111611
171248.491309.417321249134-60.9263212491336
172248.491272.328499623669-23.8374996236688
1730.69315295.677713185536-294.984563185536
174434.381295.561035182308138.819964817692
175263.906315.380401096188-51.4744010961884
176329.584285.18045975260344.4035402473973
177417.439301.067735059106116.371264940894
178371.357319.81784302900251.5391569709984
179402.535330.42936222450172.1056377754987
180485.203349.891337208067135.311662791933
181464.439293.448556661608170.990443338392
182363.759311.96776119005751.7912388099431
18334.012263.106186458852-229.094186458852
184179.176277.851278720951-98.6752787209506
185411.087273.153927957039137.933072042961
18633.673313.062747969071-279.389747969071
187444.265298.362300508893145.902699491106
188277.259277.425253583609-0.166253583609167
189371.357276.23921543318695.1177845668139
190517.048299.154964384666217.893035615334
191309.104282.11795467842826.9860453215715
192270.805249.10888335138221.6961166486177
193411.087282.449211335127128.637788664873
194479.579305.322908188032174.256091811968
19523.979252.805405398883-228.826405398883
196299.573272.35712845732527.2158715426749
197313.549296.07794020272817.4710597972722
198343.399309.28083595749234.1181640425076
19934.012248.898991898155-214.886991898155
200309.104309.355344050309-0.251344050308833
201445.435283.713117338945161.721882661055
202418.965319.63381569038899.3311843096115
203373.767294.12981454118679.6371854588142
204420.469268.091012257405152.377987742595
205256.495202.95807898988453.5369210101159
206256.495264.693461582281-8.19846158228125
207485.981342.989828895718142.991171104282
208525.227282.603494761135242.623505238865
209263.906263.7193575601610.186642439839472
210313.549264.28427710171449.2647228982862
211194.591289.836297002012-95.2452970020121
21234.012223.389549626958-189.377549626958
213472.739252.799439451627219.939560548373
21433.673263.91847066387-230.24547066387
21532.581315.466456275326-282.885456275326
216373.767300.75069111978573.0163088802154
217179.176271.396182489556-92.2201824895558
218406.044262.472549798447143.571450201553
219391.202295.66437724131395.5376227586873
2200.69315303.235771923351-302.542621923351
221160.944215.445052873079-54.501052873079
222446.591283.457555546729163.133444453271
223317.805325.012899707666-7.20789970766552
224289.037281.0055468487048.03145315129616
225417.439330.80364755232986.6353524476713
226373.767313.57976858845860.1872314115416
227400.733295.2826965904105.4503034096
228304.452298.7517145334895.70028546651057
229263.906274.71397058699-10.8079705869896
230411.087295.801281381272115.285718618728
231447.734295.030224035362152.703775964638
232317.805295.49569871737422.309301282626
23333.322254.433264157586-221.111264157586
2340.69315259.391097445834-258.697947445834
235458.497312.003439982814146.493560017186
2360.69315240.161425548769-239.468275548769
23734.012286.147758957113-252.135758957113
238207.944312.486513602024-104.542513602024
239455.388289.890579663502165.497420336498
240321.888275.60772222146246.2802777785381
241277.259268.5861938447328.67280615526829
242329.584245.19525183733884.3887481626623
24333.322282.287974822076-248.965974822076
244402.535312.92165002408589.6133499759154
245438.203304.310163520358133.892836479642
246299.573273.02786547405226.5451345259475
247355.535262.15858243508793.3764175649133
24832.581295.55006668088-262.96906668088
249447.734314.219584405418133.514415594582
250406.044264.19528376854141.84871623146
251321.888303.2135340071418.6744659928605
252446.591297.911901856148148.679098143852
253313.549254.3430532206259.2059467793804
254230.259232.799828867583-2.54082886758338
255361.092314.25460844069546.837391559305
256313.549211.120439222443102.428560777557
257389.182319.13205398566170.0499460143388
258321.888275.48783670165846.4001632983416
259317.805265.17978749400352.6252125059966
260373.767294.27281259908979.4941874009111
26123.979285.132617574859-261.153617574859
262368.888328.74877366489240.1392263351081
263426.268304.566029288509121.701970711491
264494.164315.75498060317178.40901939683
265329.584290.61723114464538.9667688553549
266207.944267.392875354-59.4488753540002
267219.722306.193298551651-86.4712985516505
268207.944283.473395821605-75.5293958216046
269454.329274.581043896204179.747956103796
270207.944309.811482134082-101.867482134082
271436.945296.992799295828139.952200704172
272397.029301.53098935490695.4980106450939
273398.898240.064559380793158.833440619207
274299.573290.3757548597219.19724514027912
275352.636313.23679788185839.3992021181423
276299.573283.13548147337316.4375185266274
277539.363280.582987256308258.780012743692
278363.759292.30823825552471.4507617444758
279230.259263.25284395276-32.9938439527601
280492.725298.396514253353194.328485746647
281294.444293.3084959588371.13550404116325
282270.805308.119899830036-37.3148998300362
283207.944323.848869923481-115.904869923481
28434.012296.077700363814-262.065700363814
285505.625326.927155425743178.697844574257
286493.447355.176928956292138.270071043708
287256.495265.188804654828-8.69380465482802
288304.452277.15705539003527.2949446099653
289138.629232.292604092203-93.6636040922033
290277.259251.69505803311125.5639419668892
291391.202259.810513919465131.391486080535
292435.671313.590391503064122.080608496936
29334.012303.63839088729-269.62639088729
294402.535307.14245975556195.3925402444394
295373.767269.412301501053104.354698498947
296294.444269.39624704040925.0477529595907
297409.434274.464130242136134.969869757864
298304.452204.263499310809100.188500689191
299317.805298.43904167206319.3659583279369
300256.495285.351342091931-28.8563420919315
301263.906261.2468195948042.65918040519609
302309.104270.14127521835938.962724781641
30334.012294.181543190573-260.169543190573
304219.722281.889796438695-62.1677964386949
30537.612281.148041330157-243.536041330157
306277.259281.659755245046-4.40075524504636
30734.012259.762708734569-225.750708734569
308361.092299.37548657322661.7165134267739
30933.673292.530403891495-258.857403891495
3100.69315230.232462232213-229.539312232213
311294.444265.41055553622429.0334444637755
312417.439270.593719405975146.845280594025
313283.321311.728041565483-28.4070415654834
314304.452265.16425523873839.2877447612623
31532.581281.244699837053-248.663699837053
316321.888283.03917547031438.8488245296859
317423.411337.97498098072785.4360190192734
318481.218309.380098702511171.837901297489
319439.445288.718878608696150.726121391304
320263.906275.484187518149-11.5781875181489
32132.581313.783128015999-281.202128015999
322194.591266.500837443042-71.9098374430424
323294.444282.41642322184312.0275767781572
324256.495276.124503544019-19.6295035440188
325321.888251.98304834209669.904951657904
326277.259275.1089478520512.15005214794853
327461.512308.652230347531152.859769652469
328160.944210.906397042434-49.9623970424342
329207.944237.079306122858-29.1353061228576
33038.712247.228249673731-208.516249673731
331317.805302.41557308843215.3894269115684
332358.352298.26279026155360.0892097384469
333468.213312.872615209873155.340384790127
334256.495305.314565008144-48.819565008144
335230.259266.393742326644-36.1347423266438
336355.535302.06614062174253.468859378258
337346.574285.39375165157761.1802483484233
338248.491266.564367921992-18.0733679219915
339421.951227.127877338969194.823122661031
340230.259266.019123542518-35.760123542518
341270.805287.693528618883-16.8885286188833
342299.573301.158974855831-1.58597485583148
343248.491268.652495907682-20.1614959076823
344313.549312.2809250892961.26807491070373
345415.888297.599732413048118.288267586952
346179.176289.417987659214-110.241987659214
347329.584307.37411508720822.2098849127917
348283.321267.66812831758715.6528716824127
349352.636257.39574774410795.2402522558933
35032.581259.844380012826-227.263380012826
351398.898291.209367834103107.688632165897
352160.944298.155478277848-137.211478277848
353349.651273.34296830254476.3080316974558
354317.805261.30581322014656.4991867798539
355467.283295.743738861753171.539261138247
356343.399280.16082784466363.2381721553374
357207.944273.66502804863-65.7210280486297
358329.584286.58227443701343.0017255629871
359230.259267.847384461433-37.5883844614326
360207.944259.322937876793-51.3789378767928
3610.69315240.017524957902-239.324374957902
362313.549298.80904779943514.7399522005652
363382.864349.45336812071133.4106318792891
36438.712308.216755843623-269.504755843623
365299.573252.00356069575547.5694393042452
36632.581280.257565623663-247.676565623663
36733.322309.905816363222-276.583816363222
368349.651299.93606502791849.7149349720821
369194.591265.107799734654-70.5167997346535
370457.471272.354296013783185.116703986217
371391.202296.54924862208394.6527513779172
372380.666297.70217226638282.9638277336185
373393.183266.68022075705126.50277924295
374248.491264.938574969234-16.4475749692343
375313.549294.42855400899219.120445991008
376294.444316.169126261603-21.7251262616029
37734.012308.431756373777-274.419756373777
378194.591267.790205989399-73.1992059893991
379317.805283.03556499348234.7694350065176
380321.888263.70339566488758.1846043351135
381263.906291.053993500024-27.1479935000237
38233.322297.563197984031-264.241197984031
383270.805258.98376213917111.821237860829
384378.419318.96760363413459.4513963658658
385378.419267.050109886329111.368890113671
386160.944304.470399641269-143.526399641269
38733.673296.806361061865-263.133361061865
388304.452264.13768709760940.3143129023906
389445.435342.416847636519103.018152363481
390194.591220.630137129761-26.039137129761
391263.906294.07731961021-30.1713196102102
39233.322299.65836703168-266.33636703168
393343.399242.156502665206101.242497334794
394389.182279.536805364368109.645194635632
395219.722277.23160094449-57.5096009444903
396459.512294.509638718576165.002361281424
397349.651275.19336293665174.457637063349
398283.321292.371890505854-9.05089050585355
399219.722262.52212607313-42.8001260731303
400289.037280.8535699345738.183430065427
40134.012304.3062098761-270.2942098761
402299.573289.7624130960889.81058690391201
403373.767272.28910753971101.47789246029
404294.444258.71975650672235.724243493278
405358.352284.88540963063373.4665903693666
406329.584314.97524230774314.6087576922566
40748.752296.364192766815-247.612192766815
408433.073292.758585321517140.314414678483
409329.584306.13590404833523.448095951665
410378.419307.80907910237370.6099208976267
411361.092239.446199413932121.645800586068
412283.321257.62185504940425.6991449505962
41337.612269.947991981712-232.335991981712
414358.352250.727434431787107.624565568213
415317.805251.43603785610566.3689621438954
416352.636284.24884441263168.3871555873695
417421.951276.508644733284145.442355266716
418393.183293.90817567406699.2748243259341
419230.259279.879398335023-49.6203983350226
42032.581232.85704086372-200.27604086372
421270.805378.85638267627-108.05138267627
422355.535266.56049238986988.9745076101314
423194.591277.443975173904-82.852975173904
424436.945268.936263701418168.008736298582
425470.048288.2447932472181.8032067528
426248.491246.1107103078332.38028969216662
427160.944281.876586047229-120.932586047229
428378.419324.9924747737553.4265252262505
429194.591270.046503482755-75.4555034827545
430309.104316.495748449405-7.39174844940541
431321.888282.71473478708539.1732652129151
432248.491344.104879457655-95.6138794576545
433219.722270.238214707862-50.5162147078619
434493.447326.213559574651167.233440425349
435404.305328.64901341874975.6559865812511
436451.086286.959682467941164.126317532059
437194.591237.207118157143-42.6161181571427
438309.104317.632105025149-8.52810502514894
439460.517300.824678498432159.692321501568
440363.759300.96779500998162.7912049900188
441346.574292.4539352061254.1200647938804
44238.712309.878801298595-271.166801298595
443515.329295.886896277588219.442103722412
444304.452298.1698481667746.28215183322603
445349.651303.87048048279445.7805195172061
446256.495249.9702029416716.52479705832913
447385.015269.376364174884115.638635825116
448248.491276.042132292677-27.5511322926769
449207.944263.922574151402-55.9785741514019
450299.573315.26742539839-15.6944253983901
451138.629311.518133438597-172.889133438597
452317.805287.7700355628430.0349644371604
453219.722263.889973539627-44.1679735396269
454355.535317.05200132803838.4829986719617
45538.712269.874917942273-231.162917942273
45634.012304.687132082866-270.675132082866
457304.452292.83352624928311.6184737507169
458434.381299.99977020191134.38122979809
45923.979286.105821037185-262.126821037185
460263.906309.753037016197-45.8470370161966
461256.495251.1788957556955.31610424430478
46233.322271.509981564132-238.187981564132
463256.495300.394635571327-43.8996355713274
464368.888288.53127212383780.3567278761635
46523.979286.221111450433-262.242111450433
46623.979281.657369372202-257.678369372202
467468.213267.450164684398200.762835315602
468304.452312.218645733501-7.76664573350089
469304.452319.713485393476-15.2614853934764
470219.722233.331809628598-13.6098096285976
471317.805307.1865595562310.6184404437699
472448.864267.651363509674181.212636490326
473230.259310.201059779064-79.9420597790639
474329.584300.44838714950929.1356128504907
475317.805314.0856587813423.71934121865837
476406.044260.298643751765145.745356248235
477415.888305.200816744493110.687183255507
478309.104264.61723063410144.4867693658989
479441.884289.917277876477151.966722123523
480289.037288.7518868530440.285113146956481
481109.861248.445640742886-138.584640742886
482343.399236.608795555333106.790204444667
483352.636277.56461584396575.0713841560346
484313.549272.7457787496840.8032212503197
485219.722253.994101631358-34.272101631358
486313.549303.22427367201510.3247263279854
487207.944272.831986267797-64.8879862677965
488363.759215.665391926685148.093608073315
489373.767283.86966958521489.8973304147859
490248.491263.789076495995-15.2980764959948
491194.591260.49895090236-65.9079509023604
492194.591299.126056840807-104.535056840807
493277.259223.19101285749654.0679871425038
494270.805294.141610746633-23.3366107466331
495179.176240.814074434238-61.6380744342378
496230.259278.605775180123-48.3467751801235
497411.087267.82032645395143.26667354605
49834.012287.353908405192-253.341908405192
499368.888296.39813156913972.4898684308608
500417.439325.88085402635191.5581459736492


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
110.9855252668855810.02894946622883790.0144747331144189
120.9744603626277530.05107927474449310.0255396373722465
130.9574995504339550.08500089913208980.0425004495660449
140.9593487533812090.08130249323758120.0406512466187906
150.9479773935771310.1040452128457370.0520226064228686
160.9310172800811010.1379654398377980.0689827199188989
170.8979692928853550.2040614142292890.102030707114645
180.8724551173836860.2550897652326280.127544882616314
190.8227913126058410.3544173747883170.177208687394159
200.8887881769663590.2224236460672810.111211823033641
210.8474213382854080.3051573234291840.152578661714592
220.8942996122941440.2114007754117130.105700387705856
230.8887496259924740.2225007480150530.111250374007526
240.8520198726141230.2959602547717540.147980127385877
250.8132969631241580.3734060737516830.186703036875842
260.8607864895063370.2784270209873250.139213510493663
270.8247338058678820.3505323882642360.175266194132118
280.7865391950292890.4269216099414220.213460804970711
290.7966293619282640.4067412761434720.203370638071736
300.7539104711511910.4921790576976180.246089528848809
310.7603103511940380.4793792976119230.239689648805962
320.7230197219006560.5539605561986880.276980278099344
330.6795556664391490.6408886671217020.320444333560851
340.6292249316508740.7415501366982520.370775068349126
350.5755516616714520.8488966766570970.424448338328548
360.5225178238355160.9549643523289670.477482176164484
370.4866403139323690.9732806278647370.513359686067631
380.4396649876223660.8793299752447330.560335012377634
390.5176908528975580.9646182942048830.482309147102442
400.4797972918619130.9595945837238260.520202708138087
410.4810613467429570.9621226934859140.518938653257043
420.4812528444183080.9625056888366160.518747155581692
430.431280549660130.8625610993202590.56871945033987
440.3853910844262850.7707821688525710.614608915573715
450.3513835517550780.7027671035101560.648616448244922
460.532172330688250.93565533862350.46782766931175
470.5488677945615640.9022644108768710.451132205438436
480.5335715037452440.9328569925095110.466428496254756
490.4871086062871710.9742172125743420.512891393712829
500.4423162285445080.8846324570890160.557683771455492
510.4099733643642820.8199467287285640.590026635635718
520.366516808719570.7330336174391410.63348319128043
530.501107389155080.9977852216898410.49889261084492
540.480283192433220.960566384866440.51971680756678
550.4708086472109890.9416172944219770.529191352789011
560.4347638400830760.8695276801661520.565236159916924
570.4043273028383720.8086546056767430.595672697161628
580.4356260632888270.8712521265776540.564373936711173
590.4055142441357720.8110284882715450.594485755864228
600.3680372493712090.7360744987424180.631962750628791
610.3328451315306280.6656902630612550.667154868469372
620.3281531360431220.6563062720862440.671846863956878
630.3016808660494350.6033617320988710.698319133950565
640.2691331568152540.5382663136305080.730866843184746
650.2611008973770350.5222017947540710.738899102622965
660.2809768885351540.5619537770703070.719023111464846
670.25129514584220.50259029168440.7487048541578
680.3216620786725290.6433241573450590.678337921327471
690.3249935586230820.6499871172461640.675006441376918
700.3004388752861240.6008777505722480.699561124713876
710.4387359141713750.8774718283427510.561264085828625
720.4021432736473660.8042865472947320.597856726352634
730.5128819532924080.9742360934151830.487118046707592
740.490008376787320.980016753574640.50999162321268
750.4968078630815370.9936157261630730.503192136918463
760.5567311590272450.8865376819455090.443268840972755
770.5758546297948410.8482907404103170.424145370205159
780.5417506282153510.9164987435692990.458249371784649
790.5226244687921520.9547510624156960.477375531207848
800.5708329515633080.8583340968733850.429167048436692
810.5505369010658070.8989261978683870.449463098934193
820.6043189007159850.7913621985680310.395681099284015
830.5815505506152220.8368988987695560.418449449384778
840.5473743602985720.9052512794028570.452625639701428
850.634433996200470.731132007599060.36556600379953
860.6052408919530590.7895182160938830.394759108046941
870.5894998673987530.8210002652024940.410500132601247
880.5607106191860740.8785787616278520.439289380813926
890.6746053142639140.6507893714721720.325394685736086
900.6440761843232620.7118476313534750.355923815676738
910.6236781567083070.7526436865833870.376321843291694
920.595440975852560.809118048294880.40455902414744
930.5645564563692180.8708870872615640.435443543630782
940.5579452311824440.8841095376351130.442054768817556
950.5444894628221030.9110210743557950.455510537177897
960.6362982071985020.7274035856029960.363701792801498
970.616086387342540.7678272253149210.38391361265746
980.5847606474803580.8304787050392840.415239352519642
990.5760159551935870.8479680896128260.423984044806413
1000.5526531888523610.8946936222952770.447346811147639
1010.5247760546378190.9504478907243620.475223945362181
1020.501677412636820.9966451747263610.49832258736318
1030.4722278974546870.9444557949093750.527772102545313
1040.4404821693098850.880964338619770.559517830690115
1050.4577838686205450.915567737241090.542216131379455
1060.5165946914325590.9668106171348820.483405308567441
1070.4854039234612220.9708078469224450.514596076538778
1080.5688614488158760.8622771023682490.431138551184124
1090.5449359477329880.9101281045340240.455064052267012
1100.5529553015564090.8940893968871810.44704469844359
1110.5574672686800020.8850654626399960.442532731319998
1120.5726909911059510.8546180177880980.427309008894049
1130.6121982907654750.7756034184690490.387801709234525
1140.5924557882957860.8150884234084270.407544211704214
1150.5783799717655720.8432400564688560.421620028234428
1160.5490065434154880.9019869131690250.450993456584512
1170.6204483414112070.7591033171775860.379551658588793
1180.5973771412111450.805245717577710.402622858788855
1190.6296210411718270.7407579176563470.370378958828173
1200.6008379657425520.7983240685148960.399162034257448
1210.5755514974724260.8488970050551470.424448502527574
1220.5544119620487490.8911760759025010.445588037951251
1230.5727413789341120.8545172421317760.427258621065888
1240.5608102914366830.8783794171266340.439189708563317
1250.5337340942833750.932531811433250.466265905716625
1260.6439281765462510.7121436469074980.356071823453749
1270.6258424660257560.7483150679484870.374157533974244
1280.7268327092616570.5463345814766870.273167290738343
1290.7279303212464760.5441393575070470.272069678753524
1300.7528097753880670.4943804492238660.247190224611933
1310.7985624052489220.4028751895021550.201437594751078
1320.8230227139570030.3539545720859930.176977286042997
1330.8054748703508320.3890502592983350.194525129649168
1340.7921548948815210.4156902102369570.207845105118479
1350.8171543229147310.3656913541705390.182845677085269
1360.7981344953080210.4037310093839570.201865504691979
1370.7926729036202780.4146541927594440.207327096379722
1380.7726209257431460.4547581485137090.227379074256854
1390.839659897192650.3206802056146990.16034010280735
1400.8220725949595420.3558548100809160.177927405040458
1410.8161644466910430.3676711066179150.183835553308957
1420.8026999450162470.3946001099675060.197300054983753
1430.7993477273803220.4013045452393550.200652272619678
1440.805320444292750.3893591114144990.19467955570725
1450.8592888170346180.2814223659307640.140711182965382
1460.8441144766764970.3117710466470060.155885523323503
1470.8374691268570770.3250617462858470.162530873142923
1480.8384257766575330.3231484466849330.161574223342466
1490.831959236572260.336081526855480.16804076342774
1500.8144020545571190.3711958908857630.185597945442881
1510.7980437424880450.403912515023910.201956257511955
1520.7780364001641240.4439271996717530.221963599835876
1530.7649258470199850.4701483059600290.235074152980015
1540.8098680167534510.3802639664930980.190131983246549
1550.8013783941499390.3972432117001220.198621605850061
1560.8044561105044810.3910877789910390.195543889495519
1570.7863208349162780.4273583301674450.213679165083722
1580.7684636065289440.4630727869421110.231536393471056
1590.7489367925184670.5021264149630660.251063207481533
1600.7548826948066350.490234610386730.245117305193365
1610.7354260290270870.5291479419458270.264573970972913
1620.7295269692269780.5409460615460430.270473030773022
1630.7247001755324550.550599648935090.275299824467545
1640.7046740790132480.5906518419735040.295325920986752
1650.6832328067317590.6335343865364820.316767193268241
1660.6791935603765210.6416128792469580.320806439623479
1670.6896367447570970.6207265104858070.310363255242903
1680.7129414506773940.5741170986452120.287058549322606
1690.692121727191920.6157565456161610.30787827280808
1700.7079124226278060.5841751547443880.292087577372194
1710.691093748330910.6178125033381790.30890625166909
1720.668421866025320.663156267949360.33157813397468
1730.7627950955288530.4744098089422940.237204904471147
1740.7670705538462070.4658588923075870.232929446153793
1750.7484960249971480.5030079500057040.251503975002852
1760.7283308163980960.5433383672038080.271669183601904
1770.7237428003999610.5525143992000780.276257199600039
1780.707742504254850.58451499149030.29225749574515
1790.6963536997397820.6072926005204360.303646300260218
1800.7007562379733540.5984875240532910.299243762026646
1810.7128918871785570.5742162256428870.287108112821443
1820.7013656171063710.5972687657872590.298634382893629
1830.7454707028536790.5090585942926420.254529297146321
1840.7389286341540390.5221427316919230.261071365845961
1850.7471835070694150.505632985861170.252816492930585
1860.8150476240760890.3699047518478230.184952375923911
1870.819057708598070.3618845828038590.180942291401929
1880.8011306693436280.3977386613127450.198869330656372
1890.7917197554796330.4165604890407340.208280244520367
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Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level00OK
5% type I error level60.0125260960334029OK
10% type I error level290.0605427974947808OK