Multiple Linear Regression - Estimated Regression Equation
Y[t] = + 9.58964637151752 + 1.04580934007148Y1[t] -0.0719625816414838Y2[t] -26.1109600817040M1[t] -41.0618474924479M2[t] -22.5257196733794M3[t] + 68.8503751196169M4[t] -31.4842555305213M5[t] -33.610105974548M6[t] -19.8116313220873M7[t] -19.6330828306989M8[t] + 17.327864163357M9[t] -4.42597633795565M10[t] + 68.8787515530214M11[t] + 0.0283166849034852t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)9.589646371517526.6590391.44010.1507220.075361
Y11.045809340071480.05276919.818500
Y2-0.07196258164148380.052769-1.36370.1735140.086757
M1-26.11096008170406.917593-3.77460.0001889.4e-05
M2-41.06184749244797.875401-5.213900
M3-22.52571967337948.454619-2.66430.0080670.004033
M468.85037511961697.8148948.810100
M5-31.48425553052136.018376-5.231400
M6-33.6101059745487.88608-4.2622.6e-051.3e-05
M7-19.81163132208738.173684-2.42380.0158570.007928
M8-19.63308283069897.703787-2.54850.0112390.00562
M917.3278641633577.6626722.26130.0243430.012172
M10-4.425976337955656.635942-0.6670.5052240.252612
M1168.87875155302147.1614629.61800
t0.02831668490348520.0165031.71590.0870620.043531


Multiple Linear Regression - Regression Statistics
Multiple R0.98890473317585
R-squared0.9779325712976
Adjusted R-squared0.977062306503702
F-TEST (value)1123.71841094241
F-TEST (DF numerator)14
F-TEST (DF denominator)355
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation23.4963888187043
Sum Squared Residuals195988.502069505


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1264.6260.1472817888684.45271821113233
2240.7225.10568696502615.5943130349741
3201.4219.833885805717-18.4338858057169
4240.8271.857895920039-31.0578959200389
5241.1215.58459941213125.5154005878695
6223.8210.96548273835412.8345172616456
7206.1206.678183717989-0.578183717988975
8174.7189.619176237414-14.9191762374141
9203.3195.0437643331838.25623566681696
10220.5205.48801270636115.0119872936391
11299.5294.7508480965244.74915190347586
12347.4307.2815946898240.1184053101802
13338.3325.60817473276612.6918252672342
14327.7297.72173135164829.9782686483520
15351.6305.85545634380045.7445436562004
16396.6423.017514414808-26.4175144148076
17438.8368.05271505155870.7472849484422
18395.6406.850019269584-11.2500192695842
19363.5372.46102617059-8.96102617058991
20378.8342.20619505749936.5938049425005
21357397.506340510244-40.5063405102441
22369351.88114558116217.1188544188380
23464.8439.33268651768525.4673134823154
24479.1469.8072354487169.29276455128358
25431.3451.785650293684-20.485650293684
26366.5385.844328194954-19.3443281949537
27326.3340.080138864757-13.7801388647568
28355.1394.106190162151-39.0061901621514
29331.6326.8120809729634.78791902703717
30261.3298.065505370885-36.7655053708852
31249240.0630207697998.93697923020065
32205.5232.465400552608-26.9654005526084
33235.6224.84709769264910.7529023073513
34240.9237.7308073137963.16919268620444
35264.9314.440567684646-49.5405676846463
36253.8270.308155295544-16.5081552955439
37232.3230.8899262645551.41007373544548
38193.8194.281239383398-0.481239383397829
39177174.1292197999102.87078020009023
40213.2250.734593757806-37.5345937578060
41207.2189.49554927473617.7044507252645
42180.6178.5181140197622.08188598023822
43188.6164.95815240107423.6418475989265
44175.4175.445696969601-0.045696969600754
45199198.0545767064850.945423293515322
46179.6201.96005939343-22.36005939343
47225.8253.306085845185-27.5060858451848
48234234.168116572214-0.168116572214002
49200.2213.336438492163-13.1364384921631
50183.6162.47541890244721.1245810975534
51178.2166.11176362071412.0882363792859
52203.2253.063383517477-49.8633835174767
53208.5179.29090099489329.2090990051072
54191.8180.93709219711110.8629078028886
55172.8176.917465872582-4.11746587258196
56148158.455728700929-10.4557287009286
57159.4170.876209797303-11.4762097973035
58154.5162.857584482418-8.35758448241797
59213.2230.245789861235-17.0457898612354
60196.4223.136979905356-26.7369799053564
61182.8175.2605360537.53946394699992
62176.4147.32392967376529.0760703262355
63153.6160.173885511603-6.57388551160317
64173.2228.194404558379-54.9944045583788
65171150.02670051997120.9732994800292
66151.2144.2179196125176.98208038748271
67161.9137.49600369607724.4039963039226
68157.2150.3178879276366.88211207236439
69201.7181.62184808469520.0781519153049
70236.4206.77306403518229.6269359648184
71356.1313.19335782849642.9066421715036
72398.3367.02919938397531.2708006160251
73403.7376.46578911570527.2342108842948
74384.6364.1537678809820.4462321190199
75365.8362.3546560487233.44534395127719
76368.1435.472337242631-67.3723372426312
77367.9338.92428129442128.9757187055792
78347336.45207172950810.5479282704922
79343.3328.43584037570614.8641596242936
80292.9326.277228950041-33.3772289500409
81311.5310.8239634414710.676036558528807
82300.9312.177407465122-11.2774074651223
83366.9373.086369017714-6.18636901771363
84356.9374.022153959713-17.1221539597129
85329.7332.73188677386-3.0318867738598
86316.2290.0829278144926.1170721855099
87269296.486328448145-27.4863284481454
88289.3339.500033926832-50.2000339268315
89266.2263.8202834185262.37971658147424
90253.6236.10371349642917.4962865035707
91233.8238.415642784811-4.61564278481110
92228.4218.8222115563719.57778844362948
93253.6251.5889639154452.01103608455477
94260.1256.6064334097013.49356659029872
95306.6334.923781638681-28.3237816386811
96309.2314.235724303217-5.03572430321725
97309.5287.52592514427421.9740748557264
98271272.729994508187-1.72999450818680
99279.9251.00919064491428.8908093550856
100317.9354.491864642647-36.5918646426475
101298.4293.2858386235205.11416137648034
102246.7268.060444630626-21.3604446306263
103227.3229.222163428304-1.92216342830393
104209.1212.860792878074-3.76079287807401
105259.9232.21240065157727.6875993484228
106266264.9237102966741.07628970332593
107320.6340.980492699603-20.3804926996033
108308.5328.792276051375-20.292276051375
109282.2286.126182682085-3.92618268208465
110262.7244.56957355022618.1304264497737
111263.5244.63335181997518.8666481800245
112313.1338.277681111941-25.1776811119414
113284.3289.785940348939-5.48594034893872
114252.6253.999753546339-1.39975354633939
115250.3236.74691115471213.5530888452876
116246.5236.8296286868759.67037131312498
117312.7270.01033081133842.6896691886619
118333.2317.79084311789815.4091568821016
119446.4407.79905626057838.600943739422
120511.6455.85900576490155.7409942350991
121515.5489.81696709894525.6830329010551
122506.4474.28109247635832.1189075236415
123483.2483.0480179172780.151982082721852
124522.3550.844512198457-28.5445121984573
125509.8493.098875324116.7011246759004
126460.7475.114987871901-14.414987871901
127405.8438.492072882274-32.6920728822741
128375384.817368047239-9.81736804723883
129378.5393.546449784114-15.0464497841141
130406.8377.69770617251329.1022938274872
131467.8480.375286036671-12.5752860366710
132469.8473.282679852459-3.48267985245919
133429.8444.901937655671-15.1019376556712
134355.8388.003068163689-32.2030681636887
135332.7332.0561247680310.643875231969354
136378404.627571531749-26.6275715317492
137360.5353.3587563076717.14124369232944
138334.7329.6996541489375.00034585106266
139319.5317.8039096911831.69609030881671
140323.1303.97110750473919.1288924952609
141363.6345.81911604890617.7808839510937
142352.1366.189805211483-14.0898052114826
143411.9424.581557820061-12.6815578200611
144388.6419.098091177095-30.4980911770945
145416.4364.34472777446852.055272225532
146360.7380.172384854861-19.4723848548612
147338338.484689347219-0.484689347218568
148417.2410.1575446029277.04245539707344
149388.4394.312880974614-5.91288097461447
150371.1356.39660175542714.7033982445729
151331.5354.203413860830-22.7034138608295
152353.7314.24118183268939.4588181673114
153396.7377.29713109423719.4028689057625
154447398.94383958846148.0561604115391
155533.5521.78670295935311.7132970406470
156565.4539.77905815085125.6209418491487
157542.3540.8329693903431.46703060965738
158488.7499.456596554488-10.7565965544877
159467.1463.6279960665473.47200393345334
160531.3536.300120174886-5.00012017488624
161496.1504.689157605696-8.5891576056962
162444461.159137334674-17.1591373346739
163403.4423.032344928094-19.6323449280943
164386.3384.5286014010061.77139859899451
165394.1406.556206179387-12.4562061793868
166404.1394.2185553616059.88144463839546
167462.1477.448385201396-15.3483852013963
168448.1468.535266241009-20.4352662410092
169432.3423.6374623480028.66253765199795
170386.3393.198580192013-6.89858019201306
171395.2364.79280384263230.4071961573675
172421.9468.815197202677-46.9151972026768
173382.9395.791525640741-12.8915256407412
174384.2350.98602668900333.2139733109973
175345.5368.978910852478-23.4789108524777
176323.4328.619403211869-5.21940321186954
177372.6345.28123238477527.3187676152255
178376376.599901154159-0.599901154158963
179462.7449.94813846952212.7518615304785
180487471.5247006080215.4752993919804
181444.2464.616068346639-20.4160683466395
182399.3403.184167131852-3.88416713185173
183394.9377.8717707608717.0282292391301
184455.4467.905741058158-12.5057410581578
185414431.18752752647-17.1875275264699
186375.5381.439750899078-5.93975089907779
187347357.982133523647-10.9821335236475
188339.4331.1539919010998.2460080989005
189385.8362.24603817229823.5539618277022
190378.8389.592983355681-10.7929833556805
191451.8452.266298762896-0.466298762895882
192446.1460.263683791486-14.1636837914862
193422.5422.96665869645-0.466658696450043
194383.1383.773174260279-0.673174260279182
195352.8362.831047692174-10.0310476921739
196445.3425.38276188258219.9172381174175
197367.5423.994278097696-56.4942780976963
198355.1333.87623887917521.2237611208251
199326.2340.33368325136-14.1336832513602
200319.8311.2089945119418.59100548805919
201331.8343.584797023882-11.7847970238816
202340.9334.8695458108366.03045418916433
203394.1416.855904401669-22.7559044016688
204417.2402.98766693241614.2123330675840
205369.9397.23480994794-27.3348099479398
206349.2331.183121800818.0168781991998
207321.4331.503143076935-10.1031430769347
208405.7395.32368034082610.3763196591738
209342.9385.17965351325-42.2796535132502
210316.5311.3388475652615.16115243473889
211284.2302.075522451823-17.8755224518235
212270.9270.4025580991420.497441900858128
213288.8295.806948942170-7.00694894217042
214278.8293.758514648873-14.9585146488725
215324.4355.345335612656-30.9453356126557
216310.9334.903432468212-24.0034324682120
217299291.4208692575957.57913074240508
218273265.0246622370647.975337762936
219279.3257.25441862071122.0455813792889
220359.2357.118456063742.08154393626008
221305339.918944105875-34.9189441058748
222282.1275.3887338417236.71126615827705
223250.3269.166863216419-18.8668632164187
224246.5237.7649344980288.73506550197234
225257.9273.068532780915-15.1685327809146
226266.5263.5386932515582.96130674844216
227315.9345.04532472134-29.1453247213402
228318.4327.238993050636-8.8389930506365
229295.4300.215921470925-4.81592147092546
230266.4261.0598294693375.34017053066264
231245.8250.950942488991-5.15094248899053
232362.8322.89859642902139.901403570979
233324.9346.434404433964-21.5344044339637
234294.2296.281074634078-2.08107463407783
235289.5280.728901075468.77109892454013
236295.2278.22971360980916.9702863901905
237290.3321.518314660891-31.2183146608911
238272294.258138362775-22.2581383627753
239307.4348.805488665391-41.4054886653911
240328.7318.29361967984310.4063803201574
241292.9311.939239836456-19.0392398364561
242249.1258.043891747093-8.94389174709318
243230.4233.378147578699-2.97814757869950
244361.5308.3778854731653.1221145268403
245321.7346.522876267991-24.8228762679914
246277.2293.367836320825-16.1678363208249
247260.7263.520222774339-2.82022277433932
248251249.6735687224981.32643127750209
249257.6277.705864399848-20.1058643998484
250241.8263.580719269833-21.7807192698334
251287.5319.915023233751-32.4150232337508
252292.3299.995083996835-7.6950839968348
253274.7275.643635451362-0.943635451361708
254254.2241.96939994838412.2306000516159
255230240.361294417781-10.3612944177809
256339307.93235278960131.0676472103986
257318.2323.360751367882-5.16075136788158
258287291.66646193635-4.66646193634989
259295.8274.36082356162721.4391764383732
260284286.016043477762-2.01604347776208
261271310.031486225433-39.0314862254329
262262.7275.559599451464-12.8595994514641
263340.6341.147940066091-0.547940066090568
264379.4354.36334221716525.0366577828349
265373.3363.25221610526610.0477838947336
266355.2339.15806023730016.0419397626996
267338.4339.232327433992-0.832327433991645
268466.9414.36966472640252.5303352735985
269451449.6588223319281.3411776680715
270422421.6857283247380.314271675261833
271429.2406.32825384812922.8717461518709
272425.9416.1518611405399.7481388594613
273460.7449.17182340944311.5281765905566
274463.6464.077941146939-0.477941146938542
275541.4537.9395349679033.46046503209717
276544.2550.244375270585-6.04437527058543
277517.5521.491309174278-3.99130917427782
278469.4478.444133839933-9.04413383993278
279439.4448.626550016294-9.22655001629421
280549512.11808146900536.8819185309949
281533528.5913486248494.40865137515121
282506.1501.8737664766754.2262335233247
283484488.71968787238-4.71968787238047
284457467.749960079249-10.7499600792487
285481.5478.0927446305553.40725536944514
286469.5483.932539350217-14.4325393502170
287544.7542.9527885950231.74721140497659
288541.2553.610767079978-12.4107670799785
289521.5518.4562048534883.04379514651171
290469.7483.183059163985-13.4830591639849
291434.4448.992242710592-14.5922427105915
292542.6507.20724621299735.3927537870029
293517.3522.597781975441-5.29778197544062
294485.7486.25492057890-0.554920578900392
295465.8468.854790085535-3.05479008553541
296447450.524066974276-3.52406697427588
297426.6469.284170434557-42.6841704345569
298411.6427.577032615550-15.9770326155495
299467.5486.690973755844-19.1909737558442
300484.5477.3807197223447.11928027765589
301451.2465.054126793-13.8541267929999
302417.4414.0827411548743.31725884512597
303379.9399.695183933091-19.7951839330914
304484.7454.31408041779330.385919582207
305455466.307182103605-11.3071821036047
306420.8425.607432388331-4.80743238833111
307416.5405.80483297000310.6951670299972
308376.3403.975838276126-27.6758382761262
309405.6399.2330055852706.36699441472956
310405.8411.042591214943-5.24259121494325
311500.8482.47629401674318.3237059832574
312514512.9633539390871.03664606091324
313475.5493.848948575289-18.3489485752889
314430.1437.712812179029-7.61281217902896
315414.4411.5680720369532.83192796304702
316538489.82037808225448.1796219177461
317526519.9059110816256.09408891837492
318488.5496.364090150757-7.86409015075674
319520.2471.83658221513848.3634177848617
320504.4507.894200283252-3.49420028325183
321568.5526.07846255104742.4215374489533
322610.6572.52632622315538.0736737768453
323818685.275142532825132.724857467175
324830.9830.2959401084250.604059891574557
325835.9802.77919776610333.1208022338968
326782792.157356437445-10.1573564374450
327762.3753.9928646033578.30713539664307
328856.9828.67361523232528.2263847676754
329820.9828.718527696189-7.81852769618883
330769.6782.164197471208-12.5641974712080
331752.2744.9316226019997.26837739800122
332724.4730.633085699255-6.23308569925528
333723.1739.800998644789-16.7009986447892
334719.5718.716482455920.783517544079497
335817.4788.37816476367829.0218352363224
336803.3822.171529582467-18.8715295824667
337752.5774.297837747957-21.7978377479571
338689707.26282494763-18.2628249476306
339630.4663.074075504451-32.6740755044511
340765.5697.76368358839767.7363164116035
341757.7742.9632187510114.7367812489907
342732.2722.9862273595649.21377264043582
343702.6710.706188661909-8.10618866190924
344683.3681.7921432039431.50785679605665
345709.5700.7273790361118.7726209638891
346702.2707.790937755255-5.59093775525514
347784.8771.60415450960713.1958454903928
348810.9789.66289797737621.237102022624
349755.6784.931769112855-29.3317691128545
350656.8710.297718500219-53.4977185002188
351615.1629.515730969903-14.4157309699027
352745.3684.41979603300160.8802039669993
353694.1723.278697799522-29.178697799522
354675.7658.26619769901817.4338023009820
355643.7656.534581359111-12.8345813591109
356622.1624.599659155319-2.49965915531892
357634.6641.302243701262-6.70224370126176
358588634.203728399202-46.2037283992022
359689.7657.90252545723331.7974745427668
360673.9698.764356778878-24.8643567788779
361647.9648.839331256009-0.9393312560091
362568.8607.862726478246-39.0627264782457
363545.7545.5746793052420.125320694757749
364632.6618.51313523533214.0868647646675
365643.8610.74998855822733.0500114417726
366593.1614.11197106326-21.0119710632597
367579.7574.1102479446155.58975205538467
368546563.951770853173-17.9517708531728
369562.9566.661558365719-3.76155836571914
370572.5565.0353513978367.46464860216406


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
180.6511127978839940.6977744042320120.348887202116006
190.5770720482884750.845855903423050.422927951711525
200.5961532635368920.8076934729262160.403846736463108
210.6105213727389660.7789572545220680.389478627261034
220.5552512616377390.8894974767245220.444748738362261
230.4566297605578920.9132595211157840.543370239442108
240.4470119473350940.8940238946701880.552988052664906
250.7000389670580270.5999220658839460.299961032941973
260.831369452496750.3372610950065010.168630547503250
270.8115407791172530.3769184417654950.188459220882747
280.7610921890751270.4778156218497450.238907810924873
290.758948122627410.482103754745180.24105187737259
300.7141292985796150.5717414028407690.285870701420385
310.7401264835438060.5197470329123890.259873516456194
320.7082565242988520.5834869514022950.291743475701148
330.765144650042320.4697106999153580.234855349957679
340.711010078071260.5779798438574790.288989921928739
350.7977940913888720.4044118172222550.202205908611128
360.7697371694426720.4605256611146550.230262830557327
370.7715385603539490.4569228792921020.228461439646051
380.7344637748458780.5310724503082430.265536225154122
390.7024259272089230.5951481455821530.297574072791077
400.6699086931034370.6601826137931270.330091306896563
410.6198391041487180.7603217917025630.380160895851282
420.6169325631691520.7661348736616950.383067436830848
430.6347515100171350.730496979965730.365248489982865
440.5839049876742890.8321900246514220.416095012325711
450.5432077401460410.9135845197079180.456792259853959
460.5454723977200820.9090552045598350.454527602279918
470.5053876703932850.989224659213430.494612329606715
480.4528403681807940.9056807363615880.547159631819206
490.4031350728218540.8062701456437070.596864927178146
500.4025284219268680.8050568438537350.597471578073132
510.3680956161872510.7361912323745010.631904383812749
520.3553584465235230.7107168930470460.644641553476477
530.3264318626262490.6528637252524980.673568137373751
540.3248765697410480.6497531394820960.675123430258952
550.2843240297376780.5686480594753570.715675970262322
560.2455333545563470.4910667091126940.754466645443653
570.2102809177484530.4205618354969070.789719082251547
580.1786165013308060.3572330026616120.821383498669194
590.151666295196060.303332590392120.84833370480394
600.1593850286116420.3187700572232840.840614971388358
610.1556228449264820.3112456898529640.844377155073518
620.1624894559511300.3249789119022600.83751054404887
630.1384206115214430.2768412230428870.861579388478557
640.1415773138922390.2831546277844780.85842268610776
650.1224020898438360.2448041796876720.877597910156164
660.1131861663260130.2263723326520270.886813833673986
670.1164572699362540.2329145398725080.883542730063746
680.1011810632632740.2023621265265470.898818936736726
690.1108948634963160.2217897269926320.889105136503684
700.120992401705150.24198480341030.87900759829485
710.2137161398731810.4274322797463620.786283860126819
720.2043905500489810.4087811000979620.795609449951019
730.2020840131519040.4041680263038080.797915986848096
740.1793142435103860.3586284870207730.820685756489614
750.1539924641023730.3079849282047460.846007535897627
760.2059997281329010.4119994562658020.794000271867099
770.1979805000764510.3959610001529030.802019499923549
780.1810380160488030.3620760320976050.818961983951197
790.1591625277194460.3183250554388920.840837472280554
800.1864326016067960.3728652032135930.813567398393203
810.1683539799683380.3367079599366760.831646020031662
820.1534880991874860.3069761983749720.846511900812514
830.1321418231069190.2642836462138390.867858176893081
840.1261566522836000.2523133045672000.8738433477164
850.1076199496792560.2152398993585120.892380050320744
860.1041754078497710.2083508156995420.895824592150229
870.1213830793782980.2427661587565960.878616920621702
880.1337351867793980.2674703735587960.866264813220602
890.1293106925615190.2586213851230390.870689307438481
900.1354239846019550.270847969203910.864576015398045
910.1226757459830210.2453514919660420.87732425401698
920.1167543138029140.2335086276058280.883245686197086
930.0994709588307270.1989419176614540.900529041169273
940.08426263160842080.1685252632168420.91573736839158
950.08699970802983080.1739994160596620.913000291970169
960.07327869899254790.1465573979850960.926721301007452
970.0768458816595120.1536917633190240.923154118340488
980.07172685701024870.1434537140204970.928273142989751
990.08933809274540420.1786761854908080.910661907254596
1000.0947548369671790.1895096739343580.905245163032821
1010.09121316861041630.1824263372208330.908786831389584
1020.08616696887716970.1723339377543390.91383303112283
1030.07291728597390980.1458345719478200.92708271402609
1040.06176974866571450.1235394973314290.938230251334286
1050.0719368066434740.1438736132869480.928063193356526
1060.06130759024962650.1226151804992530.938692409750373
1070.05589545773170570.1117909154634110.944104542268294
1080.05245515440783730.1049103088156750.947544845592163
1090.04366475748846260.08732951497692520.956335242511537
1100.03928276982656570.07856553965313140.960717230173434
1110.03681945376186850.0736389075237370.963180546238132
1120.04043621115439720.08087242230879450.959563788845603
1130.04454584944017780.08909169888035560.955454150559822
1140.03760000309202130.07520000618404260.962399996907979
1150.03299737886877110.06599475773754220.96700262113123
1160.02902276291824250.05804552583648490.970977237081758
1170.04667497222733110.09334994445466230.953325027772669
1180.04018742038369650.0803748407673930.959812579616304
1190.06635115596752640.1327023119350530.933648844032474
1200.1207789456479080.2415578912958170.879221054352092
1210.1139967871725860.2279935743451720.886003212827414
1220.1187167591919710.2374335183839420.881283240808029
1230.1058142770345690.2116285540691380.89418572296543
1240.1171855010714290.2343710021428580.88281449892857
1250.1114518072346170.2229036144692350.888548192765383
1260.1016379592763500.2032759185527000.89836204072365
1270.1218031227183070.2436062454366140.878196877281693
1280.1078687152977890.2157374305955780.892131284702211
1290.1005177547266930.2010355094533870.899482245273307
1300.1213387571173660.2426775142347320.878661242882634
1310.1124989953191380.2249979906382750.887501004680862
1320.0982886956603190.1965773913206380.901711304339681
1330.09105506330220340.1821101266044070.908944936697797
1340.1167818104094550.233563620818910.883218189590545
1350.1050085741147440.2100171482294890.894991425885255
1360.1228566008567240.2457132017134490.877143399143276
1370.1177283303359230.2354566606718450.882271669664077
1380.1053192902975080.2106385805950150.894680709702492
1390.09171704080582830.1834340816116570.908282959194172
1400.09224548067586980.1844909613517400.90775451932413
1410.08512372483412340.1702474496682470.914876275165877
1420.0843615106107910.1687230212215820.915638489389209
1430.07439294559161160.1487858911832230.925607054408388
1440.0864614866861240.1729229733722480.913538513313876
1450.2004755087996670.4009510175993340.799524491200333
1460.2358672765987260.4717345531974520.764132723401274
1470.2126114644392800.4252229288785610.78738853556072
1480.2684673773992730.5369347547985450.731532622600727
1490.2830408820495730.5660817640991460.716959117950427
1500.2768361690664350.5536723381328710.723163830933565
1510.2857392386857290.5714784773714580.71426076131427
1520.3745242136408140.7490484272816280.625475786359186
1530.362491471695640.724982943391280.63750852830436
1540.4759475477728240.9518950955456480.524052452227176
1550.4516875985994650.9033751971989290.548312401400535
1560.4652966709105280.9305933418210560.534703329089472
1570.4423218273941990.8846436547883990.557678172605801
1580.4243030887955190.8486061775910380.575696911204481
1590.3986089118994640.7972178237989290.601391088100536
1600.424414886715830.848829773431660.57558511328417
1610.4304214791888060.8608429583776130.569578520811194
1620.4103470058716910.8206940117433820.589652994128309
1630.3967545674698490.7935091349396990.603245432530151
1640.3693003024593910.7386006049187830.630699697540609
1650.3523859464417220.7047718928834440.647614053558278
1660.3363662911920180.6727325823840360.663633708807982
1670.3188389987140950.637677997428190.681161001285905
1680.3121956060959330.6243912121918650.687804393904067
1690.295772013527670.591544027055340.70422798647233
1700.2768138029022610.5536276058045230.723186197097739
1710.3161373089443650.6322746178887310.683862691055634
1720.4627787513646080.9255575027292150.537221248635392
1730.4575304720377590.9150609440755180.542469527962241
1740.5251885989354520.9496228021290950.474811401064548
1750.5401132557076180.9197734885847640.459886744292382
1760.5100864438074130.9798271123851750.489913556192587
1770.5431856284786450.913628743042710.456814371521355
1780.5208024327486430.9583951345027150.479197567251357
1790.50712099251040.98575801497920.4928790074896
1800.4973731615513050.994746323102610.502626838448695
1810.4996019305807150.999203861161430.500398069419285
1820.473190605598780.946381211197560.52680939440122
1830.4770611055494150.954122211098830.522938894450585
1840.5224271925893890.9551456148212220.477572807410611
1850.5298442189925640.9403115620148730.470155781007436
1860.4994782706879750.998956541375950.500521729312025
1870.4733765435173170.9467530870346340.526623456482683
1880.4534972887562290.9069945775124580.546502711243771
1890.4769894496592450.953978899318490.523010550340755
1900.4610638512965200.9221277025930410.538936148703480
1910.4316574082085370.8633148164170750.568342591791463
1920.4122380909801540.8244761819603080.587761909019846
1930.3884644252664370.7769288505328730.611535574733563
1940.3656622924229670.7313245848459350.634337707577033
1950.3445775209829780.6891550419659560.655422479017022
1960.4085972652905830.8171945305811660.591402734709417
1970.5971419066884310.8057161866231370.402858093311569
1980.6200373272818550.7599253454362890.379962672718145
1990.6021011060091020.7957977879817970.397898893990898
2000.5850606859503640.8298786280992710.414939314049636
2010.5661412838808730.8677174322382540.433858716119127
2020.5505469372421820.8989061255156360.449453062757818
2030.5516322362471480.8967355275057050.448367763752852
2040.5499656361158950.9000687277682110.450034363884105
2050.5623568057166350.875286388566730.437643194283365
2060.5828988741955080.8342022516089840.417101125804492
2070.5591777120910660.8816445758178670.440822287908934
2080.5916248493171970.8167503013656050.408375150682803
2090.6547272546458990.6905454907082030.345272745354101
2100.6361399373071110.7277201253857780.363860062692889
2110.6255353670954040.7489292658091930.374464632904596
2120.5997201404180020.8005597191639950.400279859581998
2130.5746931186683640.8506137626632720.425306881331636
2140.5553882860007130.8892234279985730.444611713999287
2150.5881859940778420.8236280118443150.411814005922158
2160.5815983858867160.8368032282265680.418401614113284
2170.5656523070477570.8686953859044850.434347692952243
2180.5506405548953660.8987188902092670.449359445104634
2190.5694409503458520.8611180993082970.430559049654148
2200.6214051158636440.7571897682727120.378594884136356
2210.6495793664048180.7008412671903640.350420633595182
2220.6317910546745730.7364178906508540.368208945325427
2230.630014779389520.739970441220960.36998522061048
2240.6149099906942590.7701800186114810.385090009305741
2250.5950530678194280.8098938643611440.404946932180572
2260.5732313789835730.8535372420328540.426768621016427
2270.6207248230319550.758550353936090.379275176968045
2280.5913720989359950.817255802128010.408627901064005
2290.5617136916680530.8765726166638950.438286308331947
2300.5455267844640170.9089464310719670.454473215535983
2310.515681706454510.9686365870909790.484318293545489
2320.596045147697860.8079097046042790.403954852302140
2330.5875433051027590.8249133897944830.412456694897241
2340.5576533121834280.8846933756331440.442346687816572
2350.532016359034830.935967281930340.46798364096517
2360.5330017448659220.9339965102681560.466998255134078
2370.5571834752876260.8856330494247480.442816524712374
2380.5437222512103950.912555497579210.456277748789605
2390.6659792294667920.6680415410664160.334020770533208
2400.6578870615856530.6842258768286930.342112938414347
2410.6450544615520670.7098910768958650.354945538447932
2420.618878353814010.762243292371980.38112164618599
2430.5895931509585460.8208136980829070.410406849041454
2440.689883355952270.6202332880954610.310116644047730
2450.6975971740658380.6048056518683250.302402825934163
2460.6767609873545110.6464780252909790.323239012645489
2470.6501317397840110.6997365204319780.349868260215989
2480.6230411101996460.7539177796007090.376958889800354
2490.612613823080040.7747723538399190.387386176919960
2500.599867514934790.8002649701304210.400132485065210
2510.7053443511556660.5893112976886670.294655648844334
2520.6763008753385820.6473982493228370.323699124661418
2530.6458926040160010.7082147919679970.354107395983999
2540.6436456072689520.7127087854620950.356354392731048
2550.6159400357900020.7681199284199970.384059964209998
2560.6437966086805620.7124067826388760.356203391319438
2570.613406002757080.7731879944858390.386593997242920
2580.5812662021906890.8374675956186220.418733797809311
2590.5707757157493570.8584485685012850.429224284250643
2600.5369913300288000.9260173399424010.463008669971200
2610.614991537287010.770016925425980.38500846271299
2620.5861639762302540.8276720475394930.413836023769746
2630.5961787847898030.8076424304203940.403821215210197
2640.6174048804943910.7651902390112180.382595119505609
2650.5906103167076840.8187793665846330.409389683292316
2660.6034722992320550.793055401535890.396527700767945
2670.5696516353047690.8606967293904610.430348364695231
2680.6309335788890020.7381328422219960.369066421110998
2690.5976332300721540.8047335398556910.402366769927846
2700.5630625222480180.8738749555039640.436937477751982
2710.5555568465198250.888886306960350.444443153480175
2720.5346510884786020.9306978230427960.465348911521398
2730.5079302185973440.984139562805310.492069781402656
2740.4725407354361210.9450814708722430.527459264563878
2750.4776254606441620.9552509212883230.522374539355838
2760.441941487618780.883882975237560.55805851238122
2770.406875905291450.81375181058290.59312409470855
2780.3793217105639710.7586434211279430.620678289436029
2790.3463746048104010.6927492096208030.653625395189599
2800.3573827049816370.7147654099632740.642617295018363
2810.3252898817083730.6505797634167470.674710118291627
2820.2950758630595530.5901517261191070.704924136940447
2830.2701851285725100.5403702571450210.72981487142749
2840.2418266614370820.4836533228741640.758173338562918
2850.2149396755623520.4298793511247030.785060324437648
2860.1950640472293250.390128094458650.804935952770675
2870.2071869884615650.4143739769231310.792813011538435
2880.1844633949099930.3689267898199860.815536605090007
2890.1642262578128540.3284525156257080.835773742187146
2900.1447678218992960.2895356437985920.855232178100704
2910.1272575672976280.2545151345952550.872742432702373
2920.1285602544802270.2571205089604540.871439745519773
2930.1105932023864700.2211864047729410.88940679761353
2940.09329843555145260.1865968711029050.906701564448547
2950.08163629470334250.1632725894066850.918363705296658
2960.06817580470706840.1363516094141370.931824195292932
2970.1175447412696240.2350894825392490.882455258730376
2980.1050927898203500.2101855796407000.89490721017965
2990.2325850333917820.4651700667835630.767414966608218
3000.2063971253449760.4127942506899530.793602874655024
3010.1869412957151210.3738825914302420.813058704284879
3020.1785897461341420.3571794922682850.821410253865858
3030.1724921781664810.3449843563329620.82750782183352
3040.1766023456825470.3532046913650940.823397654317453
3050.1687324137168180.3374648274336360.831267586283182
3060.1473045315072680.2946090630145360.852695468492732
3070.1276175600058930.2552351200117870.872382439994107
3080.1480163033327520.2960326066655040.851983696667248
3090.1294461460049930.2588922920099860.870553853995007
3100.1201326573409210.2402653146818410.87986734265908
3110.1933852392020370.3867704784040730.806614760797963
3120.1739394862215120.3478789724430230.826060513778488
3130.2152382607461060.4304765214922110.784761739253894
3140.1872562976865840.3745125953731680.812743702313416
3150.1728569552249430.3457139104498860.827143044775057
3160.2084022746748120.4168045493496240.791597725325188
3170.2455039124644540.4910078249289080.754496087535546
3180.4237271812794680.8474543625589360.576272818720532
3190.4225567535204330.8451135070408670.577443246479567
3200.6790691685612440.6418616628775120.320930831438756
3210.7923870317707330.4152259364585330.207612968229267
3220.9061920323134410.1876159353731170.0938079676865586
3230.9658903855766520.06821922884669670.0341096144233483
3240.954251792603380.09149641479324180.0457482073966209
3250.962880821114690.07423835777062230.0371191788853112
3260.9755392798824730.04892144023505410.0244607201175271
3270.987317176455630.025365647088740.01268282354437
3280.9819106155722120.0361787688555750.0180893844277875
3290.9791773138034170.04164537239316650.0208226861965833
3300.9808205118739770.03835897625204650.0191794881260232
3310.9719399566618570.05612008667628650.0280600433381433
3320.9595303281992220.08093934360155530.0404696718007777
3330.9618999082874580.0762001834250850.0381000917125425
3340.9470656323866930.1058687352266140.052934367613307
3350.9309698448567980.1380603102864040.0690301551432019
3360.925352615914270.1492947681714590.0746473840857294
3370.9410159641861140.1179680716277720.0589840358138858
3380.9163939189220570.1672121621558860.0836060810779428
3390.9248788388815850.1502423222368290.0751211611184146
3400.9079011448317020.1841977103365950.0920988551682976
3410.8724293535440420.2551412929119160.127570646455958
3420.8244869618620250.351026076275950.175513038137975
3430.769258637525910.461482724948180.23074136247409
3440.6963246517687790.6073506964624420.303675348231221
3450.6197096343063440.7605807313873120.380290365693656
3460.5773590937807830.8452818124384330.422640906219217
3470.5038462019121610.9923075961756770.496153798087839
3480.6184697257447930.7630605485104130.381530274255207
3490.6373378222317610.7253243555364780.362662177768239
3500.5257933172241290.9484133655517420.474206682775871
3510.3850634255618640.7701268511237280.614936574438136
3520.5043376065667570.9913247868664860.495662393433243


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level00OK
5% type I error level50.0149253731343284OK
10% type I error level210.0626865671641791OK