Multiple Linear Regression - Estimated Regression Equation
y[t] = -74.3133333333333 + 64.416559139785M1[t] + 96.5810752688172M2[t] + 113.235913978495M3[t] + 94.8520430107527M4[t] + 1.58752688172045M5[t] + 97.0843010752688M6[t] + 105.458494623656M7[t] + 91.4197849462366M8[t] + 89.7552688172043M9[t] + 52.2423655913978M10[t] + 71.8455913978495M11[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)-74.31333333333334.317684-17.211400
M164.4165591397856.05668410.635600
M296.58107526881726.05668415.946200
M3113.2359139784956.05668418.69600
M494.85204301075276.05668415.660700
M51.587526881720456.0566840.26210.7933860.396693
M697.08430107526886.05668416.029300
M7105.4584946236566.05668417.411900
M891.41978494623666.05668415.09400
M989.75526881720436.05668414.819200
M1052.24236559139786.0566848.625600
M1171.84559139784956.05668411.862200


Multiple Linear Regression - Regression Statistics
Multiple R0.841137907813319
R-squared0.707512979960567
Adjusted R-squared0.698550982132061
F-TEST (value)78.9458995080441
F-TEST (DF numerator)11
F-TEST (DF denominator)359
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation23.648928649723
Sum Squared Residuals200778.585634409


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1-45.6-9.89677419354892-35.7032258064511
216.122.2677419354838-6.16774193548377
323.938.9225806451612-15.0225806451612
439.320.538709677419418.7612903225806
5-39.4-72.725806451612933.3258064516129
6-0.322.7709677419355-23.0709677419355
717.331.1451612903226-13.8451612903226
817.717.10645161290340.593548387096631
931.415.441935483870915.9580645161291
10-28.6-22.0709677419354-6.52903225806457
11-17.2-2.46774193548382-14.7322580645162
12-79-74.3133333333333-4.68666666666673
13-47.9-9.89677419354836-38.0032258064516
149.122.2677419354839-13.1677419354839
1510.638.9225806451613-28.3225806451613
16-23.920.5387096774193-44.4387096774193
17-45-72.725806451612927.7258064516129
18-42.222.7709677419355-64.9709677419355
1943.231.145161290322612.0548387096774
2032.117.106451612903214.9935483870968
21-15.315.441935483871-30.741935483871
2221.8-22.070967741935543.8709677419355
23-12-2.46774193548387-9.53225806451613
24-95.8-74.3133333333333-21.4866666666667
25-14.3-9.89677419354837-4.40322580645163
2647.822.267741935483925.5322580645161
2764.838.922580645161325.8774193548387
2840.220.538709677419419.6612903225806
29-28.8-72.725806451612943.9258064516129
3023.522.77096774193550.729032258064517
3170.331.145161290322639.1548387096774
3212.317.1064516129032-4.80645161290322
3343.515.44193548387128.058064516129
34-30.1-22.0709677419355-8.02903225806452
35-5.3-2.46774193548388-2.83225806451612
36-24-74.313333333333350.3133333333333
3711.1-9.8967741935483820.9967741935484
3821.522.2677419354839-0.767741935483872
3938.538.9225806451613-0.42258064516129
4016.820.5387096774194-3.73870967741935
41-36.2-72.725806451612936.5258064516129
42622.7709677419355-16.7709677419355
4326.631.1451612903226-4.54516129032258
44-817.1064516129032-25.1064516129032
4513.215.441935483871-2.24193548387097
46-23.6-22.0709677419355-1.52903225806452
4719.4-2.4677419354838821.8677419354839
48-46.2-74.313333333333328.1133333333333
49-8.2-9.896774193548371.69677419354837
5033.822.267741935483911.5322580645161
5116.638.9225806451613-22.3225806451613
525.420.5387096774194-15.1387096774194
53-25-72.725806451612947.7258064516129
54-5.322.7709677419355-28.0709677419355
5516.731.1451612903226-14.4451612903226
561917.10645161290321.89354838709678
5724.815.4419354838719.35806451612904
58-11.4-22.070967741935510.6709677419355
594.9-2.467741935483887.36774193548388
60-58.7-74.313333333333315.6133333333333
6116.8-9.8967741935483826.6967741935484
6213.622.2677419354839-8.66774193548388
636.438.9225806451613-32.5225806451613
6422.820.53870967741942.26129032258065
65-19.6-72.725806451612953.1258064516129
662.222.7709677419355-20.5709677419355
6719.831.1451612903226-11.3451612903226
68-10.717.1064516129032-27.8064516129032
694.715.441935483871-10.741935483871
70-44.5-22.0709677419355-22.4290322580645
71-34.7-2.46774193548386-32.2322580645161
72-119.7-74.3133333333333-45.3866666666667
73-42.2-9.89677419354837-32.3032258064516
74-5.422.2677419354839-27.6677419354839
7519.138.9225806451613-19.8225806451613
7618.820.5387096774194-1.73870967741935
77-2.3-72.725806451612970.4258064516129
780.222.7709677419355-22.5709677419355
7920.931.1451612903226-10.2451612903226
803.717.1064516129032-13.4064516129032
8150.415.44193548387134.958064516129
82-18.6-22.07096774193553.47096774193548
8310.6-2.4677419354838813.0677419354839
84-66-74.31333333333338.31333333333335
8510-9.8967741935483719.8967741935484
8627.222.26774193548394.93225806451613
8713.538.9225806451613-25.4225806451613
8847.220.538709677419326.6612903225807
89-20.3-72.725806451612952.4258064516129
9023.122.77096774193550.329032258064518
9112.631.1451612903226-18.5451612903226
9219.817.10645161290322.69354838709678
935.415.441935483871-10.041935483871
94-25.2-22.0709677419355-3.12903225806451
95-6.5-2.46774193548387-4.03225806451613
96-46.5-74.313333333333327.8133333333333
97-2.6-9.896774193548377.29677419354837
98-0.322.2677419354839-22.5677419354839
9938.538.9225806451613-0.42258064516129
100-8.920.5387096774194-29.4387096774194
101-38-72.725806451612934.7258064516129
10219.522.7709677419355-3.27096774193548
10351.731.145161290322620.5548387096774
10419.417.10645161290322.29354838709678
10518.215.4419354838712.75806451612903
106-50.8-22.0709677419355-28.7290322580645
107-6.1-2.46774193548387-3.63225806451613
108-54.6-74.313333333333319.7133333333333
10912.1-9.8967741935483821.9967741935484
11026.322.26774193548394.03225806451613
11119.538.9225806451613-19.4225806451613
112-0.820.5387096774194-21.3387096774194
113-49.6-72.725806451612923.1258064516129
11428.822.77096774193556.02903225806451
11531.731.14516129032260.554838709677425
1162.317.1064516129032-14.8064516129032
1173.815.441935483871-11.641935483871
118-66.2-22.0709677419355-44.1290322580645
119-20.5-2.46774193548387-18.0322580645161
120-113.2-74.3133333333333-38.8866666666667
121-65.2-9.89677419354836-55.3032258064516
122-3.922.2677419354839-26.1677419354839
1239.138.9225806451613-29.8225806451613
12423.220.53870967741942.66129032258065
125-39.1-72.725806451612933.6258064516129
12612.522.7709677419355-10.2709677419355
12749.131.145161290322617.9548387096774
12854.917.106451612903237.7935483870968
12930.815.44193548387115.358064516129
130-3.5-22.070967741935518.5709677419355
131-28.3-2.46774193548386-25.8322580645161
132-61-74.313333333333313.3133333333333
133-2-9.896774193548377.89677419354837
1344022.267741935483917.7322580645161
1357438.922580645161335.0774193548387
13623.120.53870967741942.56129032258065
137-45.3-72.725806451612927.4258064516129
13817.522.7709677419355-5.27096774193548
13925.831.1451612903226-5.34516129032258
14015.217.1064516129032-1.90645161290322
141-3.615.441935483871-19.041935483871
142-40.5-22.0709677419355-18.4290322580645
14311.5-2.4677419354838813.9677419354839
144-59.8-74.313333333333314.5133333333333
14523.3-9.8967741935483633.1967741935484
146-27.822.2677419354839-50.0677419354839
14755.738.922580645161316.7774193548387
14822.720.53870967741942.16129032258065
149-79.2-72.7258064516129-6.4741935483871
15028.822.77096774193556.02903225806451
15117.331.1451612903226-13.8451612903226
15239.617.106451612903222.4935483870968
153-22.215.441935483871-37.641935483871
154-43-22.0709677419355-20.9290322580645
155-50.3-2.46774193548387-47.8322580645161
156-86.5-74.3133333333334-12.1866666666666
157-31.9-9.89677419354838-22.0032258064516
15823.122.26774193548390.83225806451613
15953.638.922580645161314.6774193548387
16021.620.53870967741941.06129032258065
161-64.2-72.72580645161298.5258064516129
16235.222.770967741935512.4290322580645
16352.131.145161290322620.9548387096774
16440.617.106451612903223.4935483870968
16517.115.4419354838711.65806451612903
166-7.8-22.070967741935514.2709677419355
167-10-2.46774193548387-7.53225806451613
168-58-74.313333333333316.3133333333333
16914-9.8967741935483823.8967741935484
17015.822.2677419354839-6.46774193548387
1714638.92258064516137.0774193548387
172-8.920.5387096774194-29.4387096774194
173-26.7-72.725806451612946.0258064516129
1743922.770967741935516.2290322580645
175-1.331.1451612903226-32.4451612903226
17638.717.106451612903221.5935483870968
17722.115.4419354838716.65806451612904
178-49.2-22.0709677419355-27.1290322580645
179-3.4-2.46774193548387-0.932258064516125
180-86.7-74.3133333333334-12.3866666666666
181-24.3-9.89677419354837-14.4032258064516
18242.822.267741935483920.5322580645161
18344.938.92258064516135.97741935483871
1844.420.5387096774193-16.1387096774193
185-60.5-72.725806451612912.2258064516129
18641.422.770967741935518.6290322580645
18738.531.14516129032267.35483870967743
18828.517.106451612903211.3935483870968
1897.615.441935483871-7.84193548387097
190-46.4-22.0709677419355-24.3290322580645
1917-2.467741935483889.46774193548388
192-73-74.31333333333341.31333333333335
1935.7-9.8967741935483715.5967741935484
19423.622.26774193548391.33225806451613
19539.438.92258064516130.477419354838709
19630.320.53870967741949.76129032258064
197-92.5-72.7258064516129-19.7741935483871
19877.822.770967741935555.0290322580645
19912.431.1451612903226-18.7451612903226
20028.917.106451612903211.7935483870968
2016.415.441935483871-9.04193548387097
202-12-22.070967741935510.0709677419355
203-9.1-2.46774193548387-6.63225806451613
204-53.2-74.313333333333321.1133333333333
205-23.1-9.89677419354837-13.2032258064516
20647.322.267741935483925.0322580645161
20720.738.9225806451613-18.2225806451613
20827.820.53870967741947.26129032258065
209-84.3-72.7258064516129-11.5741935483871
21062.822.770967741935540.0290322580645
21126.431.1451612903226-4.74516129032258
21232.317.106451612903215.1935483870968
21313.315.441935483871-2.14193548387097
214-17.9-22.07096774193554.17096774193549
21510-2.4677419354838812.4677419354839
216-45.6-74.313333333333328.7133333333333
21713.5-9.8967741935483823.3967741935484
21811.922.2677419354839-10.3677419354839
2192638.9225806451613-12.9225806451613
220-6.320.5387096774194-26.8387096774194
221-79.9-72.7258064516129-7.1741935483871
22254.222.770967741935531.4290322580645
22322.931.1451612903226-8.24516129032259
22431.817.106451612903214.6935483870968
2253.815.441935483871-11.641935483871
226-11.4-22.070967741935510.6709677419355
227-8.6-2.46774193548387-6.13225806451613
228-49.4-74.313333333333324.9133333333333
229-2.5-9.896774193548377.39677419354837
2302322.26774193548390.732258064516128
2312938.9225806451613-9.9225806451613
23220.620.53870967741940.0612903225806472
233-117-72.7258064516129-44.2741935483871
23437.922.770967741935515.1290322580645
23530.731.1451612903226-0.445161290322575
2364.717.1064516129032-12.4064516129032
237-5.715.441935483871-21.141935483871
2384.9-22.070967741935526.9709677419355
23918.3-2.4677419354838720.7677419354839
240-35.4-74.313333333333338.9133333333333
241-21.3-9.89677419354837-11.4032258064516
24235.822.267741935483913.5322580645161
24343.838.92258064516134.8774193548387
24418.720.5387096774194-1.83870967741935
245-131.1-72.725806451613-58.3741935483871
24639.822.770967741935517.0290322580645
24744.531.145161290322613.3548387096774
24816.517.1064516129032-0.606451612903222
2499.715.441935483871-5.74193548387097
250-6.6-22.070967741935515.4709677419355
25115.8-2.4677419354838718.2677419354839
252-45.7-74.313333333333328.6133333333333
253-4.8-9.896774193548375.09677419354837
25417.622.2677419354839-4.66774193548387
25520.538.9225806451613-18.4225806451613
25624.220.53870967741943.66129032258064
257-109-72.7258064516129-36.2741935483871
25820.822.7709677419355-1.97096774193549
25931.231.14516129032260.0548387096774251
260-8.817.1064516129032-25.9064516129032
26111.815.441935483871-3.64193548387097
26213-22.070967741935535.0709677419355
2638.3-2.4677419354838810.7677419354839
264-77.9-74.3133333333334-3.58666666666665
265-38.8-9.89677419354837-28.9032258064516
2666.122.2677419354839-16.1677419354839
26718.138.9225806451613-20.8225806451613
26816.820.5387096774194-3.73870967741935
269-128.5-72.7258064516129-55.7741935483871
27015.922.7709677419355-6.87096774193548
2712931.1451612903226-2.14516129032258
272-7.217.1064516129032-24.3064516129032
2733.315.441935483871-12.141935483871
274-34.8-22.0709677419355-12.7290322580645
275-2.9-2.46774193548387-0.432258064516126
276-77.8-74.3133333333334-3.48666666666664
277-2.8-9.896774193548377.09677419354837
27826.722.26774193548394.43225806451613
27948.138.92258064516139.1774193548387
2803020.53870967741949.46129032258064
281-109.6-72.7258064516129-36.8741935483871
2821622.7709677419355-6.77096774193548
28326.931.1451612903226-4.24516129032258
28422.117.10645161290324.99354838709678
2852715.44193548387111.558064516129
286-24.5-22.0709677419355-2.42903225806451
28712-2.4677419354838714.4677419354839
288-75.2-74.3133333333334-0.886666666666649
2893.5-9.8967741935483713.3967741935484
29019.722.2677419354839-2.56774193548387
29151.838.922580645161312.8774193548387
29235.320.538709677419414.7612903225806
293-108.2-72.7258064516129-35.4741935483871
29425.322.77096774193552.52903225806451
29531.631.14516129032260.454838709677424
29619.917.10645161290322.79354838709678
29718.815.4419354838713.35806451612903
29820.4-22.070967741935542.4709677419355
29915-2.4677419354838717.4677419354839
300-55.9-74.313333333333318.4133333333333
301-17-9.89677419354837-7.10322580645163
30233.322.267741935483911.0322580645161
30333.838.9225806451613-5.12258064516129
30437.520.538709677419416.9612903225806
305-104.8-72.7258064516129-32.0741935483871
30629.722.77096774193556.92903225806451
30734.231.14516129032263.05483870967742
3084.317.1064516129032-12.8064516129032
30940.215.44193548387124.758064516129
310-29.3-22.0709677419355-7.22903225806452
311-0.2-2.467741935483882.26774193548388
312-95-74.3133333333333-20.6866666666667
313-13.2-9.89677419354837-3.30322580645163
31438.522.267741935483916.2322580645161
31545.438.92258064516136.4774193548387
31615.720.5387096774194-4.83870967741935
317-123.6-72.7258064516129-50.8741935483871
3181222.7709677419355-10.7709677419355
31937.531.14516129032266.35483870967742
320-31.717.1064516129032-48.8064516129032
32115.815.4419354838710.358064516129034
322-64.1-22.0709677419355-42.0290322580645
323-42.1-2.46774193548387-39.6322580645161
324-207.4-74.3133333333333-133.086666666667
325-12.9-9.89677419354837-3.00322580645163
326-522.2677419354839-27.2677419354839
32753.938.922580645161314.9774193548387
32819.720.5387096774194-0.838709677419355
329-94.6-72.7258064516129-21.8741935483871
3303622.770967741935513.2290322580645
33151.331.145161290322620.1548387096774
33217.417.10645161290320.293548387096777
33327.815.44193548387112.358064516129
3341.3-22.070967741935523.3709677419355
3353.6-2.467741935483876.06774193548387
336-97.9-74.3133333333333-23.5866666666667
33714.1-9.8967741935483823.9967741935484
33850.822.267741935483928.5322580645161
33963.538.922580645161324.5774193548387
34058.620.538709677419338.0612903225807
341-135.1-72.7258064516129-62.3741935483871
3427.822.7709677419355-14.9709677419355
34325.531.1451612903226-5.64516129032258
34429.617.106451612903212.4935483870968
34519.315.4419354838713.85806451612903
346-26.2-22.0709677419355-4.12903225806451
3477.3-2.467741935483889.76774193548388
348-82.6-74.3133333333333-8.28666666666664
349-26.1-9.89677419354837-16.2032258064516
35055.322.267741935483933.0322580645161
35198.838.922580645161359.8774193548387
35241.720.538709677419421.1612903225806
353-130.2-72.725806451613-57.4741935483871
35451.222.770967741935528.4290322580645
35518.431.1451612903226-12.7451612903226
3563217.106451612903214.8935483870968
35721.615.4419354838716.15806451612904
358-12.5-22.07096774193559.57096774193549
35946.6-2.4677419354838749.0677419354839
360-101.7-74.3133333333333-27.3866666666667
36115.8-9.8967741935483825.6967741935484
3622622.26774193548393.73225806451613
36379.138.922580645161340.1774193548387
36423.120.53870967741942.56129032258065
365-86.9-72.7258064516129-14.1741935483871
366-11.222.7709677419355-33.9709677419355
36750.731.145161290322619.5548387096774
36813.417.1064516129032-3.70645161290322
36933.715.44193548387118.258064516129
370-16.9-22.07096774193555.17096774193548
371-9.6-2.46774193548387-7.13225806451613


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
150.02329919398455470.04659838796910940.976700806015445
160.5618794118644390.8762411762711230.438120588135561
170.4227143738623340.8454287477246670.577285626137666
180.5169502288821550.966099542235690.483049771117845
190.4706228547018640.9412457094037290.529377145298136
200.3835362750847590.7670725501695190.616463724915241
210.4924749161791340.9849498323582680.507525083820866
220.6139087678445720.7721824643108550.386091232155428
230.5275237779341630.9449524441316740.472476222065837
240.4644820035650130.9289640071300250.535517996434987
250.4864027578594590.9728055157189180.513597242140541
260.5260149084146390.9479701831707220.473985091585361
270.6437030793755980.7125938412488040.356296920624402
280.655432652726760.689134694546480.34456734727324
290.6144537889405690.7710924221188630.385546211059431
300.6894268436216040.6211463127567930.310573156378396
310.7377804981656130.5244390036687730.262219501834387
320.6916903328590670.6166193342818650.308309667140933
330.714631602889280.5707367942214390.285368397110719
340.7014262807016010.5971474385967990.298573719298399
350.6514742607972960.6970514784054080.348525739202704
360.8180622892287320.3638754215425370.181937710771268
370.8688735210591360.2622529578817280.131126478940864
380.8366694373926050.326661125214790.163330562607395
390.8011157615255540.3977684769488910.198884238474446
400.7606043216093530.4787913567812940.239395678390647
410.7286655800317750.542668839936450.271334419968225
420.6938509117888560.6122981764222880.306149088211144
430.6623795651436380.6752408697127240.337620434856362
440.6661978683399040.6676042633201910.333802131660096
450.6203112444190160.7593775111619680.379688755580984
460.5781636831482330.8436726337035350.421836316851767
470.5894806614223280.8210386771553440.410519338577672
480.572144573802880.8557108523942390.42785542619712
490.5391347185543820.9217305628912370.460865281445618
500.4979939530406860.9959879060813720.502006046959314
510.4748722090081130.9497444180162260.525127790991887
520.4394873148145990.8789746296291980.560512685185401
530.4304690988146750.860938197629350.569530901185325
540.3949771013822640.7899542027645280.605022898617736
550.3830148551298840.7660297102597690.616985144870116
560.3410740546790030.6821481093580060.658925945320997
570.3029308316923670.6058616633847330.697069168307633
580.265903667086670.531807334173340.73409633291333
590.2338519719428120.4677039438856240.766148028057188
600.2031745694186030.4063491388372050.796825430581397
610.2446390309568690.4892780619137370.755360969043131
620.2183862911418570.4367725822837130.781613708858143
630.2238894235519280.4477788471038550.776110576448072
640.1947601863498360.3895203726996710.805239813650164
650.2046225912598070.4092451825196130.795377408740193
660.1818993298889280.3637986597778550.818100670111072
670.1645173392519620.3290346785039240.835482660748038
680.1694088241121480.3388176482242960.830591175887852
690.1527368617362370.3054737234724740.847263138263763
700.164797697686440.3295953953728790.83520230231356
710.1883909513795710.3767819027591420.81160904862043
720.3361983748868550.6723967497737110.663801625113145
730.3524250935921930.7048501871843870.647574906407807
740.368687732327830.7373754646556610.63131226767217
750.3411181913235070.6822363826470130.658881808676493
760.3056342472231330.6112684944462660.694365752776867
770.4003874893878280.8007749787756570.599612510612172
780.3749117705542090.7498235411084170.625088229445791
790.3465531840976390.6931063681952780.653446815902361
800.3166145122590480.6332290245180960.683385487740952
810.3546146826589330.7092293653178650.645385317341067
820.3198020765872070.6396041531744140.680197923412793
830.3036886894389610.6073773788779220.696311310561039
840.2732629520477240.5465259040954480.726737047952276
850.2834007869735380.5668015739470760.716599213026462
860.255156850052220.510313700104440.74484314994778
870.2424989844700490.4849979689400980.757501015529951
880.2604960827989230.5209921655978460.739503917201077
890.2904274236891160.5808548473782310.709572576310884
900.2893268648093030.5786537296186060.710673135190697
910.2780002587806910.5560005175613830.721999741219309
920.2526802869215270.5053605738430540.747319713078473
930.236201436066610.4724028721332190.76379856393339
940.2104896249265360.4209792498530720.789510375073464
950.1856066040032730.3712132080065460.814393395996727
960.190720210185410.381440420370820.80927978981459
970.1727945301913830.3455890603827650.827205469808617
980.1705991430503020.3411982861006030.829400856949698
990.1556543044749060.3113086089498120.844345695525094
1000.1718760379376490.3437520758752990.82812396206235
1010.1827093339882640.3654186679765280.817290666011736
1020.1729634774547110.3459269549094210.82703652254529
1030.1730440366665180.3460880733330360.826955963333482
1040.1538329538596740.3076659077193480.846167046140326
1050.1342682385341980.2685364770683970.865731761465802
1060.1503374483552420.3006748967104850.849662551644758
1070.1311997325163970.2623994650327940.868800267483603
1080.1221704196821330.2443408393642650.877829580317867
1090.1260695603606060.2521391207212130.873930439639394
1100.1107669433934390.2215338867868790.889233056606561
1110.1013394954934860.2026789909869720.898660504506514
1120.09816682474128520.196333649482570.901833175258715
1130.1081460278603490.2162920557206990.89185397213965
1140.1080871994780460.2161743989560920.891912800521954
1150.09317136654605330.1863427330921070.906828633453947
1160.08369714607825970.1673942921565190.91630285392174
1170.07653637665408440.1530727533081690.923463623345916
1180.1178019261067260.2356038522134510.882198073893274
1190.1107581498253540.2215162996507070.889241850174646
1200.1657207997220190.3314415994440380.834279200277981
1210.291969758102550.5839395162051010.70803024189745
1220.298498554391890.596997108783780.70150144560811
1230.3055966669755360.6111933339510730.694403333024464
1240.2796075649322970.5592151298645940.720392435067703
1250.3111238722017440.6222477444034870.688876127798256
1260.2915013624938750.583002724987750.708498637506125
1270.2825957592545490.5651915185090980.717404240745451
1280.3559353937624250.711870787524850.644064606237575
1290.3386936401897610.6773872803795220.661306359810239
1300.3379657338799940.6759314677599890.662034266120005
1310.3439608753391840.6879217506783680.656039124660816
1320.3233176833713110.6466353667426220.676682316628689
1330.3028357791495810.6056715582991620.697164220850419
1340.2996002153977640.5992004307955280.700399784602236
1350.3840666414474130.7681332828948270.615933358552587
1360.3557488644369090.7114977288738180.644251135563091
1370.3936980195463910.7873960390927820.606301980453609
1380.3735065969320840.7470131938641680.626493403067916
1390.3461845740575080.6923691481150150.653815425942492
1400.3176890606995670.6353781213991350.682310939300433
1410.3151698585270150.630339717054030.684830141472985
1420.3048620605781770.6097241211563540.695137939421823
1430.2944539373690180.5889078747380370.705546062630982
1440.2775907599427240.5551815198854490.722409240057276
1450.3222750112522040.6445500225044080.677724988747796
1460.4442983609175260.8885967218350520.555701639082474
1470.4457622347227490.8915244694454980.554237765277251
1480.4163464146628520.8326928293257040.583653585337148
1490.4779389554896340.9558779109792680.522061044510366
1500.4648831823220650.9297663646441310.535116817677935
1510.4470129097937210.8940258195874420.552987090206279
1520.4510823148937740.9021646297875480.548917685106226
1530.5144582457979110.9710835084041780.485541754202089
1540.509382572585250.98123485482950.49061742741475
1550.6184228385337440.7631543229325130.381577161466256
1560.6015700773141390.7968598453717230.398429922685861
1570.6013252116785630.7973495766428730.398674788321437
1580.5739908459380580.8520183081238850.426009154061942
1590.56495254120150.8700949175970.4350474587985
1600.5351690625450150.929661874909970.464830937454985
1610.569061327734250.86187734453150.43093867226575
1620.5627160366720980.8745679266558040.437283963327902
1630.5606646439902150.878670712019570.439335356009785
1640.5660062859427340.8679874281145320.433993714057266
1650.535983281057210.9280334378855790.464016718942789
1660.5223716374386580.9552567251226840.477628362561342
1670.4972625064308570.9945250128617140.502737493569143
1680.4835953785053880.9671907570107750.516404621494612
1690.4922185317690740.9844370635381470.507781468230927
1700.4661516557921450.932303311584290.533848344207855
1710.4427292332031110.8854584664062220.557270766796889
1720.4677866453903860.9355732907807710.532213354609614
1730.6240309060862150.751938187827570.375969093913785
1740.6216261170643390.7567477658713230.378373882935661
1750.6599687624046920.6800624751906170.340031237595308
1760.6608093583737420.6783812832525160.339190641626258
1770.6354211941157910.7291576117684180.364578805884209
1780.6538302983783210.6923394032433590.346169701621679
1790.6286508212829410.7426983574341180.371349178717059
1800.6111543560491070.7776912879017870.388845643950893
1810.5956574571108830.8086850857782340.404342542889117
1820.5960758070505930.8078483858988140.403924192949407
1830.5710423146759540.8579153706480920.428957685324046
1840.5601794408387170.8796411183225670.439820559161283
1850.6212341467760680.7575317064478640.378765853223932
1860.6200143032956640.7599713934086710.379985696704336
1870.5943283168103330.8113433663793340.405671683189667
1880.5740185313547210.8519629372905580.425981468645279
1890.5482246308322160.9035507383355690.451775369167784
1900.5619913641334360.8760172717331280.438008635866564
1910.5408174125701520.9183651748596950.459182587429848
1920.5117683468646310.9764633062707370.488231653135369
1930.4978772463704450.995754492740890.502122753629555
1940.4692144261736360.9384288523472730.530785573826364
1950.4412151608927090.8824303217854190.558784839107291
1960.4188152059169470.8376304118338930.581184794083053
1970.485637817691410.971275635382820.51436218230859
1980.6506759435717220.6986481128565570.349324056428279
1990.6447091315231840.7105817369536310.355290868476816
2000.6266403262221820.7467193475556350.373359673777817
2010.6030504638795120.7938990722409770.396949536120488
2020.5817065748431180.8365868503137650.418293425156882
2030.5587179216795660.8825641566408680.441282078320434
2040.5626461590437140.8747076819125730.437353840956286
2050.5451361609691680.9097276780616650.454863839030832
2060.5543957703952750.891208459209450.445604229604725
2070.5531488282993460.8937023434013080.446851171700654
2080.5265992594253470.9468014811493050.473400740574653
2090.5724923128549070.8550153742901870.427507687145093
2100.6419608555306080.7160782889387840.358039144469392
2110.6148242023485610.7703515953028780.385175797651439
2120.6044539390122230.7910921219755540.395546060987777
2130.5751125626708440.8497748746583120.424887437329156
2140.5479143765789060.9041712468421890.452085623421095
2150.5274490522444180.9451018955111650.472550947755582
2160.5641368832087740.8717262335824530.435863116791226
2170.5685292272336410.8629415455327180.431470772766359
2180.5482173856040290.9035652287919430.451782614395971
2190.5381965144170730.9236069711658540.461803485582927
2200.5666326534404460.8667346931191080.433367346559554
2210.6139468537460770.7721062925078470.386053146253923
2220.6463917706158030.7072164587683940.353608229384197
2230.6228939490478790.7542121019042430.377106050952121
2240.6147232439920720.7705535120158560.385276756007928
2250.5955012848574090.8089974302851820.404498715142591
2260.5717154806104080.8565690387791840.428284519389592
2270.5492273830160010.9015452339679980.450772616983999
2280.5815159624975440.8369680750049130.418484037502456
2290.5540706061803240.8918587876393520.445929393819676
2300.5240795781906710.9518408436186590.475920421809329
2310.5119220172617710.9761559654764580.488077982738229
2320.4840800830648650.968160166129730.515919916935135
2330.5720627444571870.8558745110856270.427937255542813
2340.556331195869010.887337608261980.44366880413099
2350.5254954069022810.9490091861954390.474504593097719
2360.5017392453327730.9965215093344540.498260754667227
2370.5070501063874290.9858997872251410.492949893612571
2380.5166636519811270.9666726960377470.483336348018873
2390.5075586957695380.9848826084609250.492441304230462
2400.6284728706354470.7430542587291050.371527129364553
2410.6074125419328720.7851749161342570.392587458067128
2420.5853439203680980.8293121592638030.414656079631902
2430.5588049158465280.8823901683069440.441195084153472
2440.5326444318698210.9347111362603580.467355568130179
2450.6514143623695550.6971712752608910.348585637630445
2460.6415954305964380.7168091388071240.358404569403562
2470.6201284414686990.7597431170626010.379871558531301
2480.5913748502046470.8172502995907050.408625149795353
2490.5658253014307070.8683493971385870.434174698569293
2500.5453228223717410.9093543552565180.454677177628259
2510.5288816319021660.9422367361956680.471118368097834
2520.6163231672759940.7673536654480110.383676832724005
2530.5856598089579260.8286803820841480.414340191042074
2540.5579056100410310.8841887799179380.442094389958969
2550.5801279204626480.8397441590747040.419872079537352
2560.5506824883105330.8986350233789340.449317511689467
2570.5778805256158430.8442389487683150.422119474384157
2580.5450237103972730.9099525792054530.454976289602726
2590.5119484911148340.976103017770330.488051508885166
2600.5130433693554580.9739132612890850.486956630644542
2610.4850887137100010.9701774274200030.514911286289999
2620.5293719627654140.9412560744691730.470628037234586
2630.5001349171325310.9997301657349390.499865082867469
2640.490011458935550.98002291787110.50998854106445
2650.5239075832898540.9521848334202920.476092416710146
2660.5213197767520920.9573604464958170.478680223247908
2670.5710345164345270.8579309671309460.428965483565473
2680.5489479671803350.902104065639330.451052032819665
2690.6187213420701930.7625573158596140.381278657929807
2700.5871973975301650.825605204939670.412802602469835
2710.5542531577469880.8914936845060230.445746842253012
2720.551869517121980.896260965756040.44813048287802
2730.5421372922857820.9157254154284360.457862707714218
2740.5216278194816120.9567443610367770.478372180518389
2750.488652205401980.9773044108039590.51134779459802
2760.4846507627502210.9693015255004420.515349237249779
2770.4506740576621090.9013481153242190.549325942337891
2780.4172702665210030.8345405330420060.582729733478997
2790.3943985316180710.7887970632361420.605601468381929
2800.3634787063765370.7269574127530750.636521293623463
2810.3688678145058640.7377356290117280.631132185494136
2820.3372915846777440.6745831693554880.662708415322256
2830.3079735294772970.6159470589545940.692026470522703
2840.2807530486652120.5615060973304230.719246951334789
2850.253663765105990.5073275302119790.74633623489401
2860.2265332163551810.4530664327103630.773466783644819
2870.2056170101021610.4112340202043210.79438298989784
2880.213953303395210.4279066067904190.78604669660479
2890.1934174285391420.3868348570782840.806582571460858
2900.1742726874120170.3485453748240340.825727312587983
2910.1578455537345460.3156911074690920.842154446265454
2920.1392372937559970.2784745875119950.860762706244003
2930.1375674947713080.2751349895426150.862432505228693
2940.1181626062756620.2363252125513230.881837393724338
2950.1007544634084390.2015089268168780.899245536591561
2960.08635262116569430.1727052423313890.913647378834306
2970.07328382012959380.1465676402591880.926716179870406
2980.1087473784747950.2174947569495910.891252621525205
2990.09790843978986220.1958168795797240.902091560210138
3000.1765022101355050.353004420271010.823497789864495
3010.1569425204961090.3138850409922170.843057479503891
3020.135497589467640.270995178935280.86450241053236
3030.14694226504470.29388453008940.8530577349553
3040.1286033117756010.2572066235512030.871396688224399
3050.1223096038287520.2446192076575040.877690396171248
3060.1055567281326820.2111134562653640.894443271867318
3070.08811218397915440.1762243679583090.911887816020846
3080.07473117016771030.1494623403354210.92526882983229
3090.06877544381542720.1375508876308540.931224556184573
3100.05659192868577650.1131838573715530.943408071314224
3110.04557990767458790.09115981534917580.954420092325412
3120.04707184217278140.09414368434556270.952928157827219
3130.03867931156739480.07735862313478950.961320688432605
3140.03161808166096760.06323616332193520.968381918339032
3150.03143121044081910.06286242088163820.96856878955918
3160.02751420001678160.05502840003356310.972485799983218
3170.02867383492073750.05734766984147510.971326165079263
3180.02285267505853070.04570535011706140.97714732494147
3190.01748388007783640.03496776015567290.982516119922164
3200.03932229496946240.07864458993892490.960677705030538
3210.03135086970516260.06270173941032520.968649130294837
3220.05728523576758710.1145704715351740.942714764232413
3230.1089350640921560.2178701281843110.891064935907844
3240.8933282890979110.2133434218041780.106671710902089
3250.875171250549890.249657498900220.12482874945011
3260.9379584563801530.1240830872396940.0620415436198472
3270.9413005881430220.1173988237139550.0586994118569775
3280.9370464557246320.1259070885507360.0629535442753679
3290.9361594747113250.127681050577350.063840525288675
3300.9301428373281790.1397143253436420.069857162671821
3310.9238496722916340.1523006554167310.0761503277083657
3320.9023307628960180.1953384742079640.0976692371039822
3330.8744727817729640.2510544364540720.125527218227036
3340.8642809731936360.2714380536127280.135719026806364
3350.8350195589904130.3299608820191740.164980441009587
3360.7974949003743740.4050101992512520.202505099625626
3370.7769177848341750.4461644303316490.223082215165825
3380.7370700831443960.5258598337112080.262929916855604
3390.7332474141753710.5335051716492580.266752585824629
3400.73596826752320.5280634649536010.264031732476801
3410.7530364050521070.4939271898957850.246963594947893
3420.7053276938641430.5893446122717140.294672306135857
3430.6452269888882210.7095460222235570.354773011111779
3440.5772009334246480.8455981331507030.422799066575352
3450.506142308954370.9877153820912590.49385769104563
3460.438505618738040.877011237476080.56149438126196
3470.3703997388415590.7407994776831180.629600261158441
3480.3156729744061010.6313459488122020.684327025593899
3490.3508202241435640.7016404482871290.649179775856436
3500.3296662022577510.6593324045155020.670333797742249
3510.2848711211076510.5697422422153030.715128878892349
3520.2245997647368840.4491995294737680.775400235263116
3530.2674950227663310.5349900455326620.73250497723367
3540.5235507396467310.9528985207065370.476449260353269
3550.514852841216570.970294317566860.48514715878343
3560.3982421922980870.7964843845961740.601757807701913


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level00OK
5% type I error level30.0087719298245614OK
10% type I error level120.0350877192982456OK