Multiple Linear Regression - Estimated Regression Equation
MW1[t] = + 78.6059567418735 + 0.975478941359134MW2[t] -62.6306886698342M1[t] -94.5776073876532M2[t] -111.803556672272M3[t] -94.399190556126M4[t] -1.66338730064375M5[t] -95.4019296986298M6[t] -104.359573451468M7[t] -91.10965806957M8[t] -89.889692212817M9[t] -52.7805235616811M10[t] -71.867627843014M11[t] + 0.0250819691420263t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)78.60595674187355.21897715.061600
MW20.9754789413591340.01165183.724700
M1-62.63068866983426.095874-10.274300
M2-94.57760738765326.111031-15.476500
M3-111.8035566722726.074617-18.40500
M4-94.3991905561266.040166-15.628600
M5-1.663387300643756.036412-0.27560.7830460.391523
M6-95.40192969862986.088992-15.667900
M7-104.3595734514686.058849-17.224300
M8-91.109658069576.038137-15.08900
M9-89.8896922128176.036727-14.890500
M10-52.78052356168116.04187-8.735800
M11-71.8676278430146.036572-11.905400
t0.02508196914202630.0164741.52250.1287720.064386


Multiple Linear Regression - Regression Statistics
Multiple R0.988788300101478
R-squared0.97770230241757
Adjusted R-squared0.97689034144118
F-TEST (value)1204.12474348617
F-TEST (DF numerator)13
F-TEST (DF denominator)357
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation23.5693100744064
Sum Squared Residuals198317.918725914


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1280.7245.33544915471435.3645508452862
2264.6257.8954521320176.7045478679831
3240.7224.98937386065415.7106261393456
4201.4219.104875247459-17.7048752474586
5240.8273.529438076670-32.7294380766695
6241.1218.24984793737622.8501520626241
7223.8209.60992983608714.1900701639134
8206.1206.0091415016140.0908584983863114
9174.7189.988212065452-15.2882120654525
10203.3196.4924239270546.80757607294626
11220.5205.32909933773415.1709006622664
12299.5294.0000469412675.49995305873308
13347.4308.45727660794638.9427233920536
14338.3323.26088115037215.0391188496283
15327.7297.18315546852730.5168445314734
16351.6304.27252677540847.3274732245922
17396.6420.347358698516-23.7473586985156
18438.8370.53045063083368.2695493691674
19395.6402.763100172492-7.16310017249163
20363.5373.897407256817-10.3974072568172
21378.8343.82958106508434.9704189349159
22357395.888659488157-38.8886594881568
23369355.56119625433713.4388037456632
24464.8439.15965336280225.6403466371976
25479.1470.0049292443159.09507075568485
26431.3452.032441357074-20.7324413570738
27366.5388.20368064463-21.7036806446303
28326.3342.422093329847-16.1220933298465
29355.1395.968725111834-40.8687251118339
30331.6330.3490581941331.25094180586709
31261.3298.492741288497-37.1927412884969
32249243.191569061995.80843093800999
33205.5232.438225909168-26.9382259091677
34235.6227.1391425803238.46085741967655
35240.9237.4390364030423.46096359695759
36264.9314.501784604402-49.6017846044019
37253.8275.307672496329-21.5076724963288
38232.3232.558019498566-0.258019498565576
39193.8194.384354943867-0.584354943867228
40177174.2578637868292.7421362131713
41213.2250.63070279662-37.4307027966198
42207.2192.22958004497614.9704199550237
43180.6177.4441446131253.15585538687483
44188.6164.77140212401223.8285978759877
45175.4173.8202814807801.57971851921954
46199198.0782100751180.921789924882128
47179.6202.037490779002-22.4374907790025
48225.8255.005909128791-29.2059091287913
49234237.467429518891-3.46742951889113
50200.2213.544520089359-13.3445200893591
51183.6163.37246455594320.2275354440566
52178.2164.60896221467013.5910377853302
53203.2252.102261155955-48.902261155955
54208.5182.77577426108925.7242257389107
55191.8179.01325086659612.7867491334037
56172.8175.997749896939-3.19774989693889
57148158.708697837010-10.7086978370105
58159.4171.651070711582-12.2510707115819
59154.5163.709508330885-9.20950833088519
60213.2230.822371330381-17.6223713303814
61196.4225.477378487470-29.0773784874703
62182.8177.167495523965.63250447603999
63176.4146.70011460599929.6998853940012
64153.6157.886497466588-4.28649746658844
65173.2228.406462828225-55.2064628282247
66171153.81238965002017.1876103499804
67151.2142.7337741953338.46622580466679
68161.9136.69428850746225.2057114925376
69157.2148.3769610059008.82303899409974
70201.7180.92646060179020.7735393982097
71236.4205.27325118008131.1267488199193
72356.1311.01508025739945.0849197426013
73398.3365.17430283739533.1256971626053
74403.7374.41767741407329.2823225859268
75384.6362.48439638193522.1156036180646
76365.8361.2821966872644.51780331273587
77368.1435.704077814337-67.6040778143369
78367.9344.23421895061923.6657810493811
79347335.10656137865111.8934386213493
80343.3327.99404885528515.3059511447151
81292.9325.629824598151-32.7298245981512
82311.5313.599936573929-2.09993657392886
83300.9312.681822571018-11.7818225710178
84366.9374.234455604767-7.33445560476705
85356.9376.010459033778-19.1104590337777
86329.7334.333832871509-4.6338328715094
87316.2290.59993835106425.600061648936
88269294.860420728004-25.8604207280037
89289.3341.578699920477-52.2786999204772
90266.2267.667462001224-1.46746200122359
91253.6236.20133667213117.3986633278688
92233.8237.185299362046-3.38529936204623
93228.4219.1158641490319.28413585096952
94253.6250.9825284859692.61747151403085
95260.1256.5025754960283.59742450397166
96306.6334.735898427019-28.1358984270188
97309.2317.490062499526-8.29006249952634
98309.5288.10447099838321.3955290016169
99271271.196247365314-0.196247365313838
100279.9251.06975620827528.8302437917247
101317.9352.512404010996-34.6124040109961
102298.4295.8671433537992.53285664620092
103246.7267.912742213600-21.2127422135996
104227.3230.755478296373-3.45547829637252
105209.1213.076234659900-3.97623465990045
106259.9232.45676854744227.4432314525578
107266262.9490764562953.05092354370479
108320.6340.792207810742-20.1922078107419
109308.5331.447751308258-22.9477513082585
110282.2287.722619369136-5.52261936913604
111262.7244.86665589591417.8333441040862
112263.5243.27426462469920.2257353753012
113313.1336.815533002411-23.7155330024106
114284.3291.485828064980-7.18582806497957
115252.6254.45947277014-1.85947277014019
116250.3236.81178768009613.4882123199043
117246.5235.81323394086510.6867660591352
118312.7269.24066458397843.4593354160219
119333.2314.75534818976218.4446518102383
120446.4406.6453762997839.75462370022
121511.6454.46398576094257.1360142390584
122515.5486.1433759888829.3566240111198
123506.4472.74687654470433.6531234552962
124483.2481.2994662636241.90053373637630
125522.3551.429240048716-29.1292400487164
126509.8495.85700622701413.9429937729857
127460.7474.730957676329-14.0309576763289
128405.8440.109939006635-34.3099390066355
129375387.801192951914-12.8011929519143
130378.5394.890692178331-16.3906921783309
131406.8379.24284616089727.5571538391031
132467.8478.741610013516-10.9416100135165
133469.8475.640218735731-5.84021873573141
134429.8445.669339869773-15.8693398697727
135355.8389.449314899930-33.6493148999304
136332.7334.693321324643-1.99332132464269
137378404.920643003871-26.9206430038712
138360.5355.3963786185965.10362138140413
139334.7329.3929353611155.30706463888528
140319.5317.5005760250891.99942397491087
141323.1303.91834394232519.1816560576746
142363.6344.56431875149619.0356812485037
143352.1365.00919356435-12.9091935643502
144411.9425.683895550876-13.7838955508763
145388.6421.41192954346-32.8119295434602
146416.4366.76143346111649.6385665388845
147360.7376.678880715422-15.9788807154223
148338339.774151767007-1.77415176700672
149417.2410.3916650227796.80833497722109
150388.4393.936136749578-5.5361367495782
151371.1356.90978145473914.1902185452612
152331.5353.308993120266-21.8089931202659
153353.7315.92507486833937.7749251316607
154396.7374.7149579867921.9850420132100
155447397.59853015304249.4014698469582
156533.5518.55783071556214.9421692844378
157565.4540.33115244243525.0688475575650
158542.3539.5270939231142.77290607688554
159488.7499.792663062241-11.0926630622414
160467.1464.936439890682.16356010932002
161531.3536.626979981947-5.32697998194731
162496.1505.539267588359-9.43926758835944
163444462.269847068822-18.2698470688217
164403.4424.722391575051-21.3223915750510
165386.3386.362994381765-0.0629943817652361
166394.1406.816555104802-12.7165551048021
167404.1395.3632685352128.7367314647876
168462.1477.01076776096-14.9107677609597
169448.1470.982939659097-22.8829396590973
170432.3425.4043977313936.89560226860749
171386.3392.790963142441-6.49096314244121
172395.2365.34837992520929.8516200747908
173421.9466.79102772793-44.8910277279299
174382.9399.122855033375-16.2228550333747
175384.2352.14661453667232.0533854633278
176345.5366.689734511479-21.1897345114791
177323.4330.183747306776-6.78374730677579
178372.6345.75991332301726.8400866769831
179376374.6914549256951.30854507430464
180462.7449.90079313847212.7992068615275
181487471.86921065361715.1307893463829
182444.2463.651512179967-19.4515121799671
183399.3404.700146174319-5.40014617431917
184394.9378.33058979258216.5694102074178
185455.4466.799367675227-11.3993676752265
186414432.10238319861-18.1023831986099
187375.5382.784993242646-7.28499324264554
188347358.504051351359-11.5040513513590
189339.4331.9479493485197.45205065148117
190385.8361.66856001446724.1314399855327
191378.8387.86876058134-9.06876058134023
192451.8452.933117803982-1.13311780398234
193446.1461.537473822507-15.4374738225068
194422.5424.055407108083-1.55540710808287
195383.1383.83323677653-0.733236776530314
196352.8362.828814572269-10.0288145722686
197445.3426.03268787371119.2673121262887
198367.5422.551029520587-55.0510295205871
199355.1337.7262060991517.3737939008498
200326.2338.905264577337-12.7052645773371
201319.8311.9589709979537.84102900204685
202331.8342.850156393533-11.0501563935327
203340.9335.4938813776515.40611862234859
204394.1416.263449556175-22.1634495561755
205417.2405.55332253578911.6466774642107
206369.9396.165049332508-26.2650493325083
207349.2332.82402809074416.3759719092557
208321.4330.061062089898-8.6610620898983
209405.7395.7036327447399.99636725526113
210342.9384.223047072470-41.3230470724697
211316.5314.030407771422.46959222858016
212284.2301.552761070579-17.3527610705789
213270.9271.289839090574-0.389839090573936
214288.8295.450219790775-6.65021979077539
215278.8293.849270528913-15.049270528913
216324.4355.987190927478-31.5871909274778
217310.9337.863423952762-26.9634239527620
218299292.7726214957376.22737850426323
219273263.9635547780869.03644522191392
220279.3256.03055038803723.2694496119633
221359.2354.9369529432244.26304705677624
222305339.164259928974-34.1642599289744
223282.1277.3607395236134.739260476387
224250.3268.297269117529-17.997269117529
225246.5238.5220866082047.97791339179634
226257.9271.949517251317-14.0495172513169
227266.5264.007954870622.49204512937991
228315.9344.289783578465-28.3897835784647
229318.4329.872836580914-11.4728365809137
230295.4300.389697185635-4.98969718563458
231266.4260.7528142188985.64718578110246
232245.8249.893373004771-4.09337300477070
233362.8322.55939203739740.2406079626029
234324.9342.976967747572-18.0769677475716
235294.2297.073754086364-2.87375408636409
236289.5280.4015479376799.0984520623212
237295.2277.06184473918618.1381552608140
238290.3319.756325325211-29.456325325211
239272295.914456200360-23.9144562003603
240307.4349.955901385644-42.5559013856443
241328.7321.8822492090656.81775079093463
242292.9310.738113911338-17.838113911338
243249.1258.615100495204-9.51510049520399
244230.4233.318570948962-2.91857094896208
245361.5307.83799997017153.6620000298292
246321.7342.009828753509-20.3098287535091
247277.2294.253205103719-17.0532051037192
248260.7264.119389564278-3.41938956427787
249251249.2690348577471.73096514225278
250257.6276.941139746842-19.3411397468416
251241.8264.317278447621-22.517278447621
252287.5320.797420986303-33.2974209863027
253292.3302.771201905723-10.4712019057229
254274.7275.53166407557-0.831664075569877
255254.2241.16236739217213.0376326078279
256230238.594497179598-8.59449717959795
257339307.74879202333131.2512079766685
258318.2320.362536202633-2.16253620263287
259287291.140012438667-4.14001243866651
260295.8273.98006681930221.8199331806983
261284283.8093293291570.190670670842847
262271309.432928441397-38.4329284413974
263262.7277.689679891538-14.9896798915377
264340.6341.485914490413-0.885914490412897
265379.4354.87011732159724.5298826784027
266373.3360.79686349765512.5031365023454
267355.2337.64557463988717.5544253601131
268338.4337.4188538865750.981146113425334
269466.9413.79169289636653.1083071036343
270451445.427276432175.57272356782979
271422420.9845994808641.01540051913636
272429.2405.97070753248923.2292924675111
273425.9414.2392037361711.6607962638303
274460.7448.15437384996312.5456261500375
275463.6463.0390186970690.560981302930587
276541.4537.7606174391673.63938256083298
277544.2551.047272376215-6.84727237621528
278517.5521.856776663344-4.356776663344
279469.4478.610621613578-9.21062161357814
280439.4449.119532619492-9.71953261949191
281549512.61604960334236.3839503966576
282533525.8150811474597.18491885254068
283506.1501.2748563020174.82514369798317
284484488.309470130496-4.30947013049626
285457467.996433352355-10.9964333523545
286481.5478.7927525559362.70724744406412
287469.5483.629964307044-14.1299643070437
288544.7543.816926822890.883073177109875
289541.2554.567336512405-13.3673365124048
290521.5519.2313234689712.26867653102906
291469.7482.813521008719-13.1135210087190
292434.4449.713159931604-15.3131599316040
293542.6508.03963852625134.560361473749
294517.3519.872999552465-2.57299955246526
295485.7486.260820552383-0.560820552382753
296465.8468.710683356474-2.91068335647426
297447450.543700249323-3.54370024932260
298426.6469.338946772049-42.7389467720489
299411.6430.377154056132-18.7771540561317
300467.5487.637679747901-20.1376797479007
301484.5479.5613458691844.93865413081592
302451.2464.222651123612-13.0226511236124
303417.4414.5383350608762.86166493912373
304379.9398.996594928226-19.0965949282257
305484.7455.17701985188329.5229801481173
306455463.693752477476-8.69375247747571
307420.8425.789466135413-4.9894661354131
308416.5405.70308369197110.7969163080291
309376.3402.753572070022-26.4535720700217
310405.6400.6735692476634.92643075233747
311405.8410.193079917294-4.3930799172942
312500.8482.28088551772218.5191144822779
313514512.3457782461481.65422175385246
314475.5493.300263523411-17.8002635234111
315430.1438.543456965608-8.44345696560748
316414.4411.6861611131912.71383888680902
317538489.13202695847748.867973041523
318526515.98776368162210.0122363183782
319488.5495.349454601616-6.84945460161587
320520.2472.04399165168848.1560083483116
321504.4504.2117219186680.188278081331897
322568.5525.93340526547242.5665947345283
323610.6569.39958309440141.2004169055988
324818682.359956337777135.640043662223
325830.9822.0686820749698.83131792503128
326835.9802.73052366982433.1694763301755
327782790.407051061143-8.4070510611432
328762.3755.2581842071747.04181579282594
329856.9828.80213428702428.0978657129764
330820.9827.368981710753-6.46898171075346
331769.6783.319178038128-13.7191780381284
332752.2746.5521056974455.64789430255514
333724.4730.823819943691-6.42381994369111
334723.1740.839755994185-17.7397559941851
335719.5720.509611058227-1.00961105822739
336817.4788.8905966814928.5094033185094
337803.3821.784378339858-18.4843783398575
338752.5776.108288518017-23.6082885180167
339689709.353090981496-20.3530909814959
340630.4664.839626290479-34.439626290479
341765.5700.43744555145865.0625544485417
342757.7738.51119010023319.1888098997669
343732.2721.96989257393610.2301074260645
344702.6710.370176920318-7.77017692031772
345683.3682.7410480819830.558951918017488
346709.5701.048555134038.45144486597091
347702.2707.544081085447-5.34408108544743
348784.8772.31579462568212.4842053743180
349810.9790.28474848125420.6152515187459
350755.6783.82291210205-28.2229121020505
351656.8712.678059329413-55.8780593294136
352615.1633.730188008419-18.6301880084191
353745.3685.81360137836859.486398621632
354694.1719.107499114483-25.0074991144829
355675.7660.23041553319915.4695844668010
356643.7655.556600363231-11.856600363231
357622.1625.586322065634-3.48632206563384
358634.6641.650227552555-7.05022755255454
359588634.781692007353-46.7816920073528
360689.7661.21708315217328.4829168478268
361673.9697.817684787705-23.9176847877049
362647.9650.483280765554-2.58328076555365
363568.8607.919960974739-39.1199609747392
364545.7548.18902479852-2.4890247985198
365632.6618.41634647774814.1836535222516
366643.8609.47200605301334.3279939469869
367593.1611.464808412539-18.3648084125388
368579.7575.2830234366714.41697656332903
369546563.456653448354-17.4566534483537
370562.9567.717263744829-4.81726374482892
371572.5565.1408355416077.35916445839272


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
170.4933803540289120.9867607080578250.506619645971088
180.3876030595147010.7752061190294010.612396940485299
190.4800901645067730.9601803290135470.519909835493227
200.3875548104923460.7751096209846910.612445189507654
210.4526620840246400.9053241680492810.54733791597536
220.5536564840396340.8926870319207320.446343515960366
230.4580065184592210.9160130369184430.541993481540779
240.3805450961661210.7610901923322430.619454903833879
250.491688609399620.983377218799240.50831139060038
260.6002441611940120.7995116776119760.399755838805988
270.7302801461427950.5394397077144090.269719853857205
280.7097000692249690.5805998615500620.290299930775031
290.65153972823920.6969205435216010.348460271760801
300.6373382024146840.7253235951706330.362661797585316
310.5882491059551260.8235017880897480.411750894044874
320.6286180046194330.7427639907611340.371381995380567
330.5843047111084450.831390577783110.415695288891555
340.6554094126298720.6891811747402570.344590587370128
350.5948627506615460.8102744986769070.405137249338454
360.699212432469040.6015751350619190.300787567530960
370.6712990290060250.6574019419879490.328700970993975
380.6771001336473020.6457997327053970.322899866352698
390.6407296045787340.7185407908425320.359270395421266
400.6130683776099490.7738632447801020.386931622390051
410.5848635378214730.8302729243570550.415136462178527
420.53233491036590.93533017926820.4676650896341
430.5367119524301340.9265760951397310.463288047569865
440.5838439253886840.8323121492226310.416156074611315
450.5448018756461250.910396248707750.455198124353875
460.5140495120760480.9719009758479040.485950487923952
470.500666384797240.998667230405520.49933361520276
480.4674644250392030.9349288500784050.532535574960797
490.4180507569230580.8361015138461150.581949243076942
500.3705409936286530.7410819872573070.629459006371347
510.3753058881358020.7506117762716050.624694111864198
520.3585477520661970.7170955041323950.641452247933803
530.3407715079922990.6815430159845980.659228492007701
540.3105559547025010.6211119094050020.689444045297499
550.3200683444149370.6401366888298750.679931655585063
560.2785710280848950.557142056169790.721428971915105
570.2409493648779300.4818987297558610.75905063512207
580.2071777961255370.4143555922510740.792822203874463
590.1761117834157650.3522235668315290.823888216584235
600.1502285697988990.3004571395977990.8497714302011
610.1623699693213590.3247399386427180.837630030678641
620.1506037851948050.301207570389610.849396214805195
630.1695468896727300.3390937793454600.83045311032727
640.1427387565629140.2854775131258280.857261243437086
650.1458629215625410.2917258431250820.854137078437459
660.1248283558583230.2496567117166460.875171644141677
670.1171879741779020.2343759483558030.882812025822098
680.1307361334359080.2614722668718160.869263866564092
690.1230700207381540.2461400414763080.876929979261846
700.1469400725355910.2938801450711820.853059927464409
710.1860275849548280.3720551699096570.813972415045172
720.3699666949189670.7399333898379340.630033305081033
730.4046303924541440.8092607849082880.595369607545856
740.4304716457234140.8609432914468270.569528354276586
750.4040179823752530.8080359647505070.595982017624747
760.3664800516043910.7329601032087810.63351994839561
770.4515536335857980.9031072671715960.548446366414202
780.4263171541426570.8526343082853140.573682845857343
790.3998799814678730.7997599629357450.600120018532127
800.3706367197665340.7412734395330690.629363280233466
810.3990731018440890.7981462036881790.600926898155911
820.3622651199472640.7245302398945280.637734880052736
830.3396948925705220.6793897851410450.660305107429478
840.3060464589958650.612092917991730.693953541004135
850.3064247796755380.6128495593510750.693575220324462
860.2747403099198260.5494806198396510.725259690080174
870.2659780524159910.5319561048319820.734021947584009
880.2743153945578180.5486307891156360.725684605442182
890.3010691314133590.6021382628267180.698930868586641
900.2924153948557000.5848307897114010.7075846051443
910.2851174719624120.5702349439248230.714882528037588
920.2569437916297040.5138875832594080.743056208370296
930.2437214521337550.487442904267510.756278547866245
940.2187493930056430.4374987860112860.781250606994357
950.1936085067286150.3872170134572290.806391493271385
960.1939692687259940.3879385374519890.806030731274006
970.1733531597922070.3467063195844140.826646840207793
980.1746835841615720.3493671683231440.825316415838428
990.1568906227449270.3137812454898540.843109377255073
1000.1783535361571890.3567070723143770.821646463842811
1010.1903520229804910.3807040459609820.80964797701951
1020.1767072090505330.3534144181010660.823292790949467
1030.1726867958665220.3453735917330450.827313204133478
1040.1522518271932790.3045036543865590.84774817280672
1050.1330061752677130.2660123505354250.866993824732287
1060.1520279801706220.3040559603412450.847972019829378
1070.1328638079302310.2657276158604620.867136192069769
1080.1221527467608880.2443054935217750.877847253239112
1090.1225030660165410.2450061320330810.87749693398346
1100.1066402882458590.2132805764917190.89335971175414
1110.0976345110127360.1952690220254720.902365488987264
1120.09606971291176490.1921394258235300.903930287088235
1130.1080291486718630.2160582973437260.891970851328137
1140.1047672984922620.2095345969845250.895232701507738
1150.09011997397885840.1802399479577170.909880026021142
1160.08136432232574040.1627286446514810.91863567767426
1170.0754497866595310.1508995733190620.924550213340469
1180.1207944108628930.2415888217257870.879205589137107
1190.1161381795124110.2322763590248230.883861820487589
1200.1813777527137390.3627555054274780.818622247286261
1210.3270797803663950.654159560732790.672920219633605
1220.3402828485367990.6805656970735980.659717151463201
1230.3577736179605520.7155472359211040.642226382039448
1240.3321054384712860.6642108769425730.667894561528714
1250.3488520215582190.6977040431164380.651147978441781
1260.3347272125217480.6694544250434970.665272787478252
1270.3217634699348850.643526939869770.678236530065115
1280.386725657281060.773451314562120.61327434271894
1290.3644758247042110.7289516494084210.635524175295789
1300.357964878964620.715929757929240.64203512103538
1310.3714824705203440.7429649410406880.628517529479656
1320.3463913994001820.6927827988003640.653608600599818
1330.3231512218622460.6463024437244930.676848778137754
1340.3147034629207650.6294069258415290.685296537079235
1350.3894183730923680.7788367461847370.610581626907632
1360.3603926395360350.720785279072070.639607360463965
1370.3939255164850690.7878510329701380.606074483514931
1380.3734196162983420.7468392325966830.626580383701658
1390.3467758842168130.6935517684336260.653224115783187
1400.3183899421339830.6367798842679660.681610057866017
1410.3186995168371860.6373990336743720.681300483162814
1420.3119949971889750.623989994377950.688005002811025
1430.2980791247676210.5961582495352410.701920875232379
1440.2784040168172150.556808033634430.721595983182785
1450.3167349274864170.6334698549728350.683265072513583
1460.4443127225258210.8886254450516430.555687277474179
1470.4414858446231350.882971689246270.558514155376865
1480.4118039271819970.8236078543639940.588196072818003
1490.4724059364586350.944811872917270.527594063541365
1500.4574664240052970.9149328480105940.542533575994703
1510.4424537647908400.8849075295816810.55754623520916
1520.4411460613483430.8822921226966860.558853938651657
1530.5114849073608790.9770301852782420.488515092639121
1540.5134983286956850.973003342608630.486501671304315
1550.6423457718386810.7153084563226380.357654228161319
1560.6328726811362030.7342546377275940.367127318863797
1570.6476050481019150.7047899037961690.352394951898085
1580.6248962672519720.7502074654960570.375103732748028
1590.6107620830204090.7784758339591820.389237916979591
1600.5844977906330650.831004418733870.415502209366935
1610.6044102147104020.7911795705791960.395589785289598
1620.5951864331439180.8096271337121630.404813566856082
1630.5826008827104480.8347982345791040.417399117289552
1640.5771527365203820.8456945269592360.422847263479618
1650.5476947692923270.9046104614153460.452305230707673
1660.5297221646317120.9405556707365760.470277835368288
1670.510533238611720.978933522776560.48946676138828
1680.4897835816096680.9795671632193360.510216418390332
1690.4908810260586390.9817620521172790.509118973941361
1700.4689130133105390.9378260266210780.531086986689461
1710.4455716092318110.8911432184636210.554428390768189
1720.4836175200647330.9672350401294650.516382479935267
1730.612946245524270.7741075089514610.387053754475730
1740.6088872462128680.7822255075742630.391112753787131
1750.6542761646422010.6914476707155980.345723835357799
1760.6488828507627310.7022342984745380.351117149237269
1770.6221064681815640.7557870636368720.377893531818436
1780.6487392280374340.7025215439251330.351260771962566
1790.626734971472140.746530057055720.37326502852786
1800.6132085731607160.7735828536785670.386791426839284
1810.6065359773115310.7869280453769390.393464022688469
1820.6001272297919560.7997455404160890.399872770208044
1830.5762711180723470.8474577638553060.423728881927653
1840.5778378944259230.8443242111481530.422162105574076
1850.6174050155751140.7651899688497720.382594984424886
1860.6123057671713410.7753884656573180.387694232828659
1870.5848096360476710.8303807279046570.415190363952329
1880.5603027319140830.8793945361718330.439697268085917
1890.5375716906133210.9248566187733580.462428309386679
1900.5647261383286740.8705477233426530.435273861671326
1910.5436096772633590.9127806454732830.456390322736642
1920.5134037102023660.9731925795952680.486596289797634
1930.494453642763210.988907285526420.50554635723679
1940.4689362918720370.9378725837440730.531063708127963
1950.4453251135166090.8906502270332180.554674886483391
1960.4229145140017530.8458290280035050.577085485998247
1970.4798290345883990.9596580691767990.520170965411601
1980.6279458713192010.7441082573615980.372054128680799
1990.6262957884803990.7474084230392020.373704211519601
2000.6039207012871360.7921585974257280.396079298712864
2010.5830719116588270.8338561766823460.416928088341173
2020.5620204017361230.8759591965277540.437979598263877
2030.5447359066769570.9105281866460850.455264093323043
2040.5409984288601170.9180031422797670.459001571139883
2050.5279214357685660.9441571284628680.472078564231434
2060.5324923214831650.935015357033670.467507678516835
2070.5390962919128680.9218074161742630.460903708087132
2080.5135454519518690.9729090960962630.486454548048131
2090.5464199814508990.9071600370982030.453580018549101
2100.6101305659266510.7797388681466970.389869434073349
2110.58315658363580.83368683272840.4168434163642
2120.5704205643550750.8591588712898510.429579435644925
2130.5409281752089290.9181436495821420.459071824791071
2140.5147770156188690.9704459687622620.485222984381131
2150.4953072169583150.990614433916630.504692783041685
2160.5323263036744440.9353473926511130.467673696325556
2170.5401051310595450.9197897378809090.459894868940454
2180.5174337627398960.9651324745202090.482566237260104
2190.505738174133040.988523651733920.49426182586696
2200.5339187686999750.932162462600050.466081231300025
2210.5751986441842990.8496027116314020.424801355815701
2220.6109291706444260.7781416587111490.389070829355575
2230.5851909780407690.8296180439184620.414809021959231
2240.5794584347212790.8410831305574430.420541565278721
2250.557133247501410.885733504997180.44286675249859
2260.5343545036774980.9312909926450040.465645496322502
2270.5101550973927960.9796898052144080.489844902607204
2280.5481463738204050.9037072523591890.451853626179595
2290.522458473872830.9550830522543390.477541526127170
2300.4917501572371530.9835003144743060.508249842762847
2310.4754052985976390.9508105971952780.524594701402361
2320.4468618541451480.8937237082902950.553138145854852
2330.5286038336151410.9427923327697170.471396166384859
2340.5151204775907490.9697590448185030.484879522409251
2350.4835361518445130.9670723036890270.516463848155487
2360.4582647289714910.9165294579429820.541735271028509
2370.4599219752570050.919843950514010.540078024742995
2380.4713801824067880.9427603648135760.528619817593212
2390.4653738909934320.9307477819868640.534626109006568
2400.6043711824626950.791257635074610.395628817537305
2410.5780877970499660.8438244059000670.421912202950034
2420.5604444747947440.8791110504105130.439555525205256
2430.5322244363520490.9355511272959020.467775563647951
2440.502576829653470.994846340693060.49742317034653
2450.6114634218866740.7770731562266530.388536578113326
2460.6079727791539980.7840544416920050.392027220846002
2470.5911474689301480.8177050621397040.408852531069852
2480.5656388264975730.8687223470048550.434361173502427
2490.535309297706350.92938140458730.46469070229365
2500.5209828640801520.9580342718396960.479017135919848
2510.5128014858485110.9743970283029790.487198514151489
2520.6347886448248340.7304227103503320.365211355175166
2530.6107273349186120.7785453301627770.389272665081388
2540.5784238440358760.8431523119282480.421576155964124
2550.5789236588709530.8421526822580930.421076341129047
2560.5476588256555090.9046823486889820.452341174344491
2570.5760783771051490.8478432457897030.423921622894852
2580.5457300800719090.9085398398561810.454269919928091
2590.5132122016832260.9735755966335470.486787798316774
2600.5026274809303080.9947450381393840.497372519069692
2610.4695936344004070.9391872688008140.530406365599593
2620.5398374020529170.9203251958941670.460162597947083
2630.5186485254018500.9627029491962990.481351474598149
2640.5315327632722910.9369344734554190.468467236727709
2650.5387264417848210.9225471164303580.461273558215179
2660.5202780662096080.9594438675807840.479721933790392
2670.54621757332860.9075648533428010.453782426671400
2680.5166845784142440.9666308431715120.483315421585756
2690.5827010335890280.8345979328219450.417298966410972
2700.5499562654270480.9000874691459030.450043734572952
2710.5151482873688820.9697034252622360.484851712631118
2720.5080070284128360.9839859431743290.491992971587164
2730.4928721800125550.985744360025110.507127819987445
2740.4704476965601880.9408953931203760.529552303439812
2750.4363978172631710.8727956345263420.563602182736829
2760.4384964560410120.8769929120820230.561503543958988
2770.4048379846810920.8096759693621840.595162015318908
2780.3705630819970820.7411261639941630.629436918002918
2790.3440472183998820.6880944367997630.655952781600118
2800.312863810397050.62572762079410.68713618960295
2810.3224485904413050.644897180882610.677551409558695
2820.2924336398841720.5848672797683450.707566360115828
2830.26402670764360.52805341528720.7359732923564
2840.2400263416002380.4800526832004760.759973658399762
2850.2142678910705750.4285357821411490.785732108929425
2860.1888774767303190.3777549534606380.811122523269681
2870.1705317819911260.3410635639822520.829468218008874
2880.1855367111789450.371073422357890.814463288821055
2890.1690869491228970.3381738982457950.830913050877103
2900.1484704252614550.2969408505229110.851529574738545
2910.1307808294238260.2615616588476510.869219170576174
2920.1145601434192690.2291202868385380.885439856580731
2930.1156810986666590.2313621973333180.884318901333341
2940.0997767407041720.1995534814083440.900223259295828
2950.08386018841374880.1677203768274980.916139811586251
2960.07333027350095310.1466605470019060.926669726499047
2970.06077952324576520.1215590464915300.939220476754235
2980.1051003143660510.2102006287321030.894899685633949
2990.1015280230408740.2030560460817470.898471976959127
3000.2388097919529250.4776195839058510.761190208047075
3010.2089559223861480.4179118447722970.791044077613852
3020.1886519056592190.3773038113184370.811348094340781
3030.178089734481750.35617946896350.82191026551825
3040.1661232940554250.3322465881108500.833876705944575
3050.1729016094810630.3458032189621270.827098390518937
3060.1696093219440680.3392186438881360.830390678055932
3070.1507988559094610.3015977118189230.849201144090539
3080.1316613885098320.2633227770196640.868338611490168
3090.1531477888079910.3062955776159820.84685221119201
3100.1376567723627120.2753135447254240.862343227637288
3110.1295934556280290.2591869112560580.870406544371971
3120.2104294036430660.4208588072861320.789570596356934
3130.1963723498340090.3927446996680190.80362765016599
3140.2434816062127690.4869632124255390.75651839378723
3150.2155985424896620.4311970849793240.784401457510338
3160.1997965393277710.3995930786555420.800203460672229
3170.2399989997585450.4799979995170890.760001000241455
3180.2844831814876350.568966362975270.715516818512365
3190.4755947813557410.9511895627114830.524405218644259
3200.4733032445181130.9466064890362260.526696755481887
3210.7259090591314680.5481818817370630.274090940868532
3220.8254402051326470.3491195897347060.174559794867353
3230.925875050109840.1482498997803210.0741249498901604
3240.9733613001738770.05327739965224510.0266386998261225
3250.966979195340340.06604160931932080.0330208046596604
3260.9714169677586450.05716606448270980.0285830322413549
3270.973932571628890.05213485674222030.0260674283711101
3280.9813860244699440.03722795106011150.0186139755300557
3290.9741921106387380.05161577872252440.0258078893612622
3300.9651776659158770.0696446681682470.0348223340841235
3310.9591247984244770.08175040315104640.0408752015755232
3320.9434460359430630.1131079281138730.0565539640569365
3330.9239358817085860.1521282365828280.0760641182914138
3340.9254141682727540.1491716634544920.0745858317272459
3350.8993105971975650.2013788056048700.100689402802435
3360.868744253711880.2625114925762390.131255746288120
3370.8678612697325910.2642774605348170.132138730267409
3380.8730960152464280.2538079695071430.126903984753572
3390.8339276341666910.3321447316666170.166072365833309
3400.8964173148971180.2071653702057640.103582685102882
3410.8725714855694640.2548570288610720.127428514430536
3420.8309337154614760.3381325690770490.169066284538524
3430.7761377078339070.4477245843321850.223862292166093
3440.7361793640658380.5276412718683240.263820635934162
3450.6692027189557590.6615945620884810.330797281044241
3460.5850167466301860.8299665067396280.414983253369814
3470.4989294330435960.997858866087190.501070566956404
3480.408514178167910.817028356335820.59148582183209
3490.6203599886993090.7592800226013820.379640011300691
3500.6385636298204480.7228727403591050.361436370179552
3510.6317293019956420.7365413960087160.368270698004358
3520.5107313728540020.9785372542919970.489268627145998
3530.6731922669010790.6536154661978410.326807733098921
3540.5259433111771650.948113377645670.474056688822835


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level00OK
5% type I error level10.00295857988165680OK
10% type I error level80.0236686390532544OK