Multiple Linear Regression - Estimated Regression Equation |
Y[t] = + 9395186.10552914 -576258.714617178M1[t] + 1548021.40761659M2[t] -1825170.50348295M3[t] -2504009.6145825M4[t] -2171238.11425717M5[t] -2466677.87133373M6[t] + 163424.337106951M7[t] + 3265090.26968557M8[t] + 1932905.27122970M9[t] + 438612.203808301M10[t] -1013150.17395792M11[t] + 2340.37776621746t + e[t] |
Multiple Linear Regression - Ordinary Least Squares | |||||
Variable | Parameter | S.D. | T-STAT H0: parameter = 0 | 2-tail p-value | 1-tail p-value |
(Intercept) | 9395186.10552914 | 2151203.122293 | 4.3674 | 1.7e-05 | 8e-06 |
M1 | -576258.714617178 | 2689189.4391 | -0.2143 | 0.830452 | 0.415226 |
M2 | 1548021.40761659 | 2689140.327813 | 0.5757 | 0.565229 | 0.282615 |
M3 | -1825170.50348295 | 2689102.129526 | -0.6787 | 0.497773 | 0.248886 |
M4 | -2504009.6145825 | 2689074.844703 | -0.9312 | 0.352424 | 0.176212 |
M5 | -2171238.11425717 | 2712010.993663 | -0.8006 | 0.423924 | 0.211962 |
M6 | -2466677.87133373 | 2711940.651816 | -0.9096 | 0.3637 | 0.18185 |
M7 | 163424.337106951 | 2711881.130366 | 0.0603 | 0.951982 | 0.475991 |
M8 | 3265090.26968557 | 2711832.430026 | 1.204 | 0.229423 | 0.114712 |
M9 | 1932905.27122970 | 2711794.551379 | 0.7128 | 0.476474 | 0.238237 |
M10 | 438612.203808301 | 2711767.494879 | 0.1617 | 0.871604 | 0.435802 |
M11 | -1013150.17395792 | 2711751.260849 | -0.3736 | 0.708925 | 0.354462 |
t | 2340.37776621746 | 5417.427574 | 0.432 | 0.666009 | 0.333005 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.174187165841593 |
R-squared | 0.0303411687439267 |
Adjusted R-squared | -0.00398303767221764 |
F-TEST (value) | 0.88395834636561 |
F-TEST (DF numerator) | 12 |
F-TEST (DF denominator) | 339 |
p-value | 0.563641923841921 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 10326020.5552214 |
Sum Squared Residuals | 36146451471823480 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1483509 | 8821267.76867807 | -7337758.76867807 |
2 | 8036554 | 10947888.2686782 | -2911334.26867818 |
3 | 4623093 | 7577036.73534477 | -2953943.73534477 |
4 | 5528662 | 6900538.0020115 | -1371876.00201150 |
5 | 4221032 | 7235649.88010308 | -3014617.88010308 |
6 | 8061847 | 6942550.50079267 | 1119296.49920733 |
7 | 7640066 | 9574993.08699959 | -1934927.08699959 |
8 | 2935533 | 12678999.3973444 | -9743466.3973444 |
9 | 8161548 | 11349154.7766548 | -3187606.77665479 |
10 | 2543967 | 9857202.08699962 | -7313235.08699962 |
11 | 13163450 | 8407780.0869996 | 4755669.9130004 |
12 | 3348436 | 9423270.63872373 | -6074834.63872373 |
13 | 3997440 | 8849352.30187276 | -4851912.30187276 |
14 | 2322911 | 10975972.8018728 | -8653061.80187277 |
15 | 2019457 | 7605121.26853944 | -5585664.26853944 |
16 | 3047748 | 6928622.5352061 | -3880874.53520611 |
17 | 5728767 | 7263734.41329766 | -1534967.41329766 |
18 | 2605173 | 6970635.03398732 | -4365462.03398732 |
19 | 5646743 | 9603077.62019422 | -3956334.62019421 |
20 | 13121544 | 12707083.9305390 | 414460.069460956 |
21 | 3453409 | 11377239.3098494 | -7923830.30984939 |
22 | 1878333 | 9885286.62019421 | -8006953.62019421 |
23 | 4247362 | 8435864.62019422 | -4188502.62019421 |
24 | 23022552 | 9451355.17191834 | 13571196.8280817 |
25 | 7646203 | 8877436.83506738 | -1231233.83506738 |
26 | 9016602 | 11004057.3350674 | -1987455.33506738 |
27 | 3606568 | 7633205.80173405 | -4026637.80173405 |
28 | 3173510 | 6956707.06840071 | -3783197.06840071 |
29 | 17568772 | 7291818.94649227 | 10276953.0535077 |
30 | 10805045 | 6998719.56718193 | 3806325.43281807 |
31 | 31056269 | 9631162.15338883 | 21425106.8466112 |
32 | 15623385 | 12735168.4637337 | 2888216.53626635 |
33 | 6663443 | 11405323.843044 | -4741880.84304399 |
34 | 35435745 | 9913371.15338883 | 25522373.8466112 |
35 | 2823250 | 8463949.15338882 | -5640699.15338882 |
36 | 5197089 | 9479439.70511296 | -4282350.70511296 |
37 | 4120632 | 8905521.368262 | -4784889.36826199 |
38 | 8832767 | 11032141.868262 | -2199374.86826199 |
39 | 3695374 | 7661290.33492866 | -3965916.33492866 |
40 | 8385805 | 6984791.60159532 | 1401013.39840468 |
41 | 3777904 | 7319903.47968688 | -3541999.47968688 |
42 | 5199532 | 7026804.10037654 | -1827272.10037654 |
43 | 5297275 | 9659246.68658343 | -4361971.68658343 |
44 | 14847382 | 12763252.9969283 | 2084129.00307174 |
45 | 5900158 | 11433408.3762386 | -5533250.3762386 |
46 | 4416718 | 9941455.68658343 | -5524737.68658343 |
47 | 3926429 | 8492033.68658343 | -4565604.68658343 |
48 | 4876884 | 9507524.23830757 | -4630640.23830756 |
49 | 2795297 | 8933605.9014566 | -6138308.9014566 |
50 | 3385527 | 11060226.4014566 | -7674699.4014566 |
51 | 3877941 | 7689374.86812327 | -3811433.86812327 |
52 | 3556729 | 7012876.13478993 | -3456147.13478993 |
53 | 4982836 | 7347988.01288149 | -2365152.01288149 |
54 | 2976325 | 7054888.63357115 | -4078563.63357115 |
55 | 2295026 | 9687331.21977804 | -7392305.21977804 |
56 | 2218752 | 12791337.5301229 | -10572585.5301229 |
57 | 4146062 | 11461492.9094332 | -7315430.90943321 |
58 | 3302091 | 9969540.21977804 | -6667449.21977804 |
59 | 3864505 | 8520118.21977804 | -4655613.21977804 |
60 | 5454794 | 9535608.77150217 | -4080814.77150218 |
61 | 1749836 | 8961690.43465121 | -7211854.43465121 |
62 | 6684048 | 11088310.9346512 | -4404262.93465121 |
63 | 2809918 | 7717459.40131788 | -4907541.40131788 |
64 | 4092664 | 7040960.66798454 | -2948296.66798454 |
65 | 5070470 | 7376072.5460761 | -2305602.5460761 |
66 | 9814477 | 7082973.16676576 | 2731503.83323424 |
67 | 6665318 | 9715415.75297265 | -3050097.75297265 |
68 | 3912554 | 12819422.0633175 | -8906868.06331748 |
69 | 6188129 | 11489577.4426278 | -5301448.44262782 |
70 | 3627991 | 9997624.75297265 | -6369633.75297265 |
71 | 3308767 | 8548202.75297265 | -5239435.75297265 |
72 | 3820332 | 9563693.30469678 | -5743361.30469678 |
73 | 4932979 | 8989774.96784583 | -4056795.96784583 |
74 | 5567917 | 11116395.4678458 | -5548478.46784582 |
75 | 5020814 | 7745543.93451249 | -2724729.93451249 |
76 | 3803273 | 7069045.20117915 | -3265772.20117915 |
77 | 3999984 | 7404157.07927071 | -3404173.07927071 |
78 | 4883104 | 7111057.69996037 | -2227953.69996037 |
79 | 13731747 | 9743500.28616726 | 3988246.71383274 |
80 | 47531824 | 12847506.5965121 | 34684317.4034879 |
81 | 8415570 | 11517661.9758224 | -3102091.97582243 |
82 | 22178158 | 10025709.2861673 | 12152448.7138327 |
83 | 61211654 | 8576287.28616726 | 52635366.7138327 |
84 | 18223748 | 9591777.83789139 | 8631970.16210861 |
85 | 17678085 | 9017859.50104043 | 8660225.49895957 |
86 | 49299580 | 11144480.0010404 | 38155099.9989596 |
87 | 25899948 | 7773628.4677071 | 18126319.5322929 |
88 | 34121754 | 7097129.73437376 | 27024624.2656262 |
89 | 9859231 | 7432241.61246532 | 2426989.38753468 |
90 | 29740892 | 7139142.23315499 | 22601749.766845 |
91 | 21085212 | 9771584.81936187 | 11313627.1806381 |
92 | 43003866 | 12875591.1297067 | 30128274.8702933 |
93 | 59549247 | 11545746.5090170 | 48003500.490983 |
94 | 18026465 | 10053793.8193619 | 7972671.18063813 |
95 | 4680597 | 8604371.81936187 | -3923774.81936187 |
96 | 5564728 | 9619862.371086 | -4055134.37108600 |
97 | 11792347 | 9045944.03423504 | 2746402.96576496 |
98 | 10371624 | 11172564.5342350 | -800940.534235039 |
99 | 3728446 | 7801713.0009017 | -4073267.00090171 |
100 | 5732978 | 7125214.26756837 | -1392236.26756837 |
101 | 4067638 | 7460326.14565993 | -3392688.14565993 |
102 | 2395508 | 7167226.76634958 | -4771718.76634958 |
103 | 5018801 | 9799669.35255648 | -4780868.35255648 |
104 | 22068888 | 12903675.6629013 | 9165212.33709869 |
105 | 7678580 | 11573831.0422117 | -3895251.04221165 |
106 | 15510095 | 10081878.3525565 | 5428216.64744352 |
107 | 6471239 | 8632456.35255648 | -2161217.35255648 |
108 | 14349204 | 9647946.90428061 | 4701257.09571939 |
109 | 35151574 | 9074028.56742965 | 26077545.4325704 |
110 | 8210488 | 11200649.0674296 | -2990161.06742965 |
111 | 5022664 | 7829797.53409632 | -2807133.53409632 |
112 | 13996871 | 7153298.80076298 | 6843572.19923702 |
113 | 12822431 | 7488410.67885454 | 5334020.32114546 |
114 | 14011552 | 7195311.29954419 | 6816240.7004558 |
115 | 20260980 | 9827753.8857511 | 10433226.1142489 |
116 | 23718976 | 12931760.1960959 | 10787215.8039041 |
117 | 45833049 | 11601915.5754063 | 34231133.4245937 |
118 | 30688420 | 10109962.8857511 | 20578457.1142489 |
119 | 16576062 | 8660540.8857511 | 7915521.11424891 |
120 | 14844405 | 9676031.43747522 | 5168373.56252478 |
121 | 16728286 | 9102113.10062426 | 7626172.89937574 |
122 | 43477680 | 11228733.6006243 | 32248946.3993757 |
123 | 57497427 | 7857882.06729092 | 49639544.9327091 |
124 | 24233726 | 7181383.33395759 | 17052342.6660424 |
125 | 24921208 | 7516495.21204916 | 17404712.7879508 |
126 | 9516725 | 7223395.8327388 | 2293329.16726120 |
127 | 27977239 | 9855838.4189457 | 18121400.5810543 |
128 | 21632046 | 12959844.7292905 | 8672201.27070947 |
129 | 22956809 | 11630000.1086009 | 11326808.8913991 |
130 | 9704324 | 10138047.4189457 | -433723.418945699 |
131 | 19871149 | 8688625.4189457 | 11182523.5810543 |
132 | 5553842 | 9704115.97066983 | -4150273.97066983 |
133 | 5667858 | 9130197.63381887 | -3462339.63381887 |
134 | 4348188 | 11256818.1338189 | -6908630.13381887 |
135 | 10025042 | 7885966.60048554 | 2139075.39951447 |
136 | 10639796 | 7209467.8671522 | 3430328.1328478 |
137 | 8639184 | 7544579.74524376 | 1094604.25475624 |
138 | 10764378 | 7251480.36593341 | 3512897.63406659 |
139 | 12097733 | 9883922.95214031 | 2213810.04785969 |
140 | 3988414 | 12987929.2624851 | -8999515.26248514 |
141 | 4607102 | 11658084.6417955 | -7050982.64179548 |
142 | 7126895 | 10166131.9521403 | -3039236.95214031 |
143 | 6009625 | 8716709.95214031 | -2707084.95214031 |
144 | 21533237 | 9732200.50386444 | 11801036.4961356 |
145 | 5986771 | 9158282.16701348 | -3171511.16701348 |
146 | 5455310 | 11284902.6670135 | -5829592.66701348 |
147 | 1822874 | 7914051.13368014 | -6091177.13368014 |
148 | 3374062 | 7237552.40034681 | -3863490.40034681 |
149 | 2920748 | 7572664.27843837 | -4651916.27843837 |
150 | 2295942 | 7279564.89912802 | -4983622.89912802 |
151 | 6809829 | 9912007.48533492 | -3102178.48533492 |
152 | 3318281 | 13016013.7956797 | -9697732.79567975 |
153 | 13784645 | 11686169.1749901 | 2098475.82500991 |
154 | 7366577 | 10194216.4853349 | -2827639.48533492 |
155 | 1628637 | 8744794.48533492 | -7116157.48533492 |
156 | 4258976 | 9760285.03705905 | -5501309.03705905 |
157 | 7159779 | 9186366.70020809 | -2026587.70020809 |
158 | 8098401 | 11312987.2002081 | -3214586.20020809 |
159 | 6894240 | 7942135.66687476 | -1047895.66687475 |
160 | 3771246 | 7265636.93354142 | -3494390.93354142 |
161 | 3249726 | 7600748.81163298 | -4351022.81163298 |
162 | 3147380 | 7307649.43232263 | -4160269.43232263 |
163 | 4063037 | 9940092.01852953 | -5877055.01852953 |
164 | 9621916 | 13044098.3288744 | -3422182.32887436 |
165 | 5890158 | 11714253.7081847 | -5824095.7081847 |
166 | 2142901 | 10222301.0185295 | -8079400.01852953 |
167 | 3145007 | 8772879.01852953 | -5627872.01852953 |
168 | 1562168 | 9788369.57025366 | -8226201.57025366 |
169 | 3303103 | 9214451.2334027 | -5911348.2334027 |
170 | 5886910 | 11341071.7334027 | -5454161.7334027 |
171 | 3454270 | 7970220.20006936 | -4515950.20006936 |
172 | 6995348 | 7293721.46673603 | -298373.466736029 |
173 | 6487869 | 7628833.34482759 | -1140964.34482759 |
174 | 12091976 | 7335733.96551724 | 4756242.03448276 |
175 | 3934625 | 9968176.55172414 | -6033551.55172414 |
176 | 3999749 | 13072182.8620690 | -9072433.86206897 |
177 | 3613526 | 11742338.2413793 | -8128812.24137931 |
178 | 4271706 | 10250385.5517241 | -5978679.55172414 |
179 | 4253390 | 8800963.55172414 | -4547573.55172414 |
180 | 5551591 | 9816454.10344827 | -4264863.10344827 |
181 | 4663041 | 9242535.76659731 | -4579494.76659731 |
182 | 2104104 | 11369156.2665973 | -9265052.2665973 |
183 | 5385399 | 7998304.73326397 | -2612905.73326397 |
184 | 6205877 | 7321805.99993064 | -1115928.99993064 |
185 | 7529500 | 7656917.8780222 | -127417.878022196 |
186 | 17222705 | 7363818.49871185 | 9858886.50128815 |
187 | 6230913 | 9996261.08491875 | -3765348.08491875 |
188 | 6508275 | 13100267.3952636 | -6591992.39526358 |
189 | 4518884 | 11770422.7745739 | -7251538.77457392 |
190 | 4234991 | 10278470.0849187 | -6043479.08491875 |
191 | 5625388 | 8829048.08491875 | -3203660.08491875 |
192 | 5810139 | 9844538.63664288 | -4034399.63664288 |
193 | 6942187 | 9270620.29979192 | -2328433.29979192 |
194 | 3711188 | 11397240.7997919 | -7686052.79979192 |
195 | 4261281 | 8026389.26645858 | -3765108.26645858 |
196 | 1989945 | 7349890.53312525 | -5359945.53312525 |
197 | 5033342 | 7685002.4112168 | -2651660.41121681 |
198 | 7239565 | 7391903.03190646 | -152338.031906462 |
199 | 11058795 | 10024345.6181134 | 1034449.38188664 |
200 | 7384772 | 13128351.9284582 | -5743579.92845818 |
201 | 3884771 | 11798507.3077685 | -7913736.30776853 |
202 | 3239201 | 10306554.6181134 | -7067353.61811336 |
203 | 2316403 | 8857132.61811336 | -6540729.61811336 |
204 | 4034947 | 9872623.1698375 | -5837676.16983749 |
205 | 3245271 | 9298704.83298653 | -6053433.83298653 |
206 | 2387251 | 11425325.3329865 | -9038074.33298653 |
207 | 2174886 | 8054473.7996532 | -5879587.79965319 |
208 | 3436080 | 7377975.06631986 | -3941895.06631986 |
209 | 3738956 | 7713086.94441142 | -3974130.94441142 |
210 | 1884730 | 7419987.56510107 | -5535257.56510107 |
211 | 1509144 | 10052430.1513080 | -8543286.15130797 |
212 | 42728366 | 13156436.4616528 | 29571929.5383472 |
213 | 3446317 | 11826591.8409631 | -8380274.84096314 |
214 | 4600683 | 10334639.1513080 | -5733956.15130797 |
215 | 2953615 | 8885217.15130797 | -5931602.15130797 |
216 | 3570060 | 9900707.7030321 | -6330647.7030321 |
217 | 2130208 | 9326789.36618114 | -7196581.36618114 |
218 | 2442943 | 11453409.8661811 | -9010466.86618114 |
219 | 4892020 | 8082558.3328478 | -3190538.3328478 |
220 | 3222192 | 7406059.59951447 | -4183867.59951447 |
221 | 3121617 | 7741171.47760602 | -4619554.47760602 |
222 | 3665542 | 7448072.09829568 | -3782530.09829568 |
223 | 5519432 | 10080514.6845026 | -4561082.68450258 |
224 | 4113468 | 13184520.9948474 | -9071052.99484741 |
225 | 1714614 | 11854676.3741577 | -10140062.3741577 |
226 | 3651985 | 10362723.6845026 | -6710738.68450257 |
227 | 2419548 | 8913301.68450258 | -6493753.68450258 |
228 | 2378854 | 9928792.2362267 | -7549938.23622671 |
229 | 2303949 | 9354873.89937575 | -7050924.89937575 |
230 | 2555534 | 11481494.3993757 | -8925960.39937574 |
231 | 1713005 | 8110642.86604241 | -6397637.86604241 |
232 | 1705960 | 7434144.13270908 | -5728184.13270908 |
233 | 6115046 | 7769256.01080064 | -1654210.01080064 |
234 | 3951044 | 7476156.63149029 | -3525112.63149029 |
235 | 3785568 | 10108599.2176972 | -6323031.21769718 |
236 | 4670530 | 13212605.5280420 | -8542075.52804201 |
237 | 2265100 | 11882760.9073524 | -9617660.90735236 |
238 | 1105643 | 10390808.2176972 | -9285165.21769718 |
239 | 2814152 | 8941386.21769718 | -6127234.21769719 |
240 | 3728673 | 9956876.76942132 | -6228203.76942132 |
241 | 2038949 | 9382958.43257036 | -7344009.43257036 |
242 | 2402919 | 11509578.9325704 | -9106659.93257035 |
243 | 2348814 | 8138727.39923702 | -5789913.39923702 |
244 | 2797822 | 7462228.66590369 | -4664406.66590369 |
245 | 902505 | 7797340.54399524 | -6894835.54399524 |
246 | 1331319 | 7504241.1646849 | -6172922.1646849 |
247 | 4204238 | 10136683.7508918 | -5932445.7508918 |
248 | 2212485 | 13240690.0612366 | -11028205.0612366 |
249 | 6797382 | 11910845.4405470 | -5113463.44054697 |
250 | 4532324 | 10418892.7508918 | -5886568.7508918 |
251 | 1778808 | 8969470.7508918 | -7190662.7508918 |
252 | 1890720 | 9984961.30261593 | -8094241.30261593 |
253 | 5463736 | 9411042.96576497 | -3947306.96576497 |
254 | 11368931 | 11537663.4657650 | -168732.465764963 |
255 | 2040164 | 8166811.93243163 | -6126647.93243163 |
256 | 4276399 | 7490313.1990983 | -3213914.19909830 |
257 | 3714445 | 7825425.07718985 | -4110980.07718985 |
258 | 2068168 | 7532325.69787951 | -5464157.69787951 |
259 | 1003842 | 10164768.2840864 | -9160926.2840864 |
260 | 2858535 | 13268774.5944312 | -10410239.5944312 |
261 | 2355484 | 11938929.9737416 | -9583445.97374157 |
262 | 2719262 | 10446977.2840864 | -7727715.2840864 |
263 | 1897741 | 8997555.2840864 | -7099814.2840864 |
264 | 3945185 | 10013045.8358105 | -6067860.83581054 |
265 | 3799916 | 9439127.49895958 | -5639211.49895958 |
266 | 1017654 | 11565747.9989596 | -10548093.9989596 |
267 | 3052241 | 8194896.46562624 | -5142655.46562624 |
268 | 3932970 | 7518397.73229291 | -3585427.73229291 |
269 | 3598151 | 7853509.61038446 | -4255358.61038446 |
270 | 2296005 | 7560410.23107412 | -5264405.23107412 |
271 | 2202018 | 10192852.8172810 | -7990834.81728102 |
272 | 2461777 | 13296859.1276258 | -10835082.1276258 |
273 | 2452042 | 11967014.5069362 | -9514972.50693619 |
274 | 2185142 | 10475061.817281 | -8289919.817281 |
275 | 11968502 | 9025639.81728102 | 2942862.18271898 |
276 | 20395972 | 10041130.3690051 | 10354841.6309949 |
277 | 21756900 | 9467212.03215419 | 12289687.9678458 |
278 | 30024300 | 11593832.5321542 | 18430467.4678458 |
279 | 10811344 | 8222980.99882085 | 2588363.00117915 |
280 | 1819202 | 7546482.26548752 | -5727280.26548752 |
281 | 1276885 | 7881594.14357907 | -6604709.14357907 |
282 | 2946701 | 7588494.76426873 | -4641793.76426873 |
283 | 3587459 | 10220937.3504756 | -6633478.35047562 |
284 | 2832691 | 13324943.6608205 | -10492252.6608205 |
285 | 6674805 | 11995099.0401308 | -5320294.0401308 |
286 | 3868362 | 10503146.3504756 | -6634784.35047562 |
287 | 4302909 | 9053724.35047562 | -4750815.35047562 |
288 | 23265229 | 10069214.9021998 | 13196014.0978002 |
289 | 22348002 | 9495296.5653488 | 12852705.4346512 |
290 | 11883953 | 11621917.0653488 | 262035.934651208 |
291 | 6634979 | 8251065.53201546 | -1616086.53201546 |
292 | 2935493 | 7574566.79868212 | -4639073.79868212 |
293 | 3425669 | 7909678.67677368 | -4484009.67677368 |
294 | 1171611 | 7616579.29746334 | -6444968.29746334 |
295 | 6875879 | 10249021.8836702 | -3373142.88367024 |
296 | 19451908 | 13353028.1940151 | 6098879.80598494 |
297 | 13885933 | 12023183.5733254 | 1862749.42667459 |
298 | 7643317 | 10531230.8836702 | -2887913.88367023 |
299 | 10797966 | 9081808.88367023 | 1716157.11632977 |
300 | 7297445 | 10097299.4353944 | -2799854.43539437 |
301 | 8739736 | 9523381.0985434 | -783645.098543405 |
302 | 12455537 | 11650001.5985434 | 805535.401456598 |
303 | 24291181 | 8279150.06521007 | 16012030.9347899 |
304 | 4215150 | 7602651.33187673 | -3387501.33187673 |
305 | 28652176 | 7937763.20996831 | 20714412.7900317 |
306 | 6851172 | 7644663.83065795 | -793491.830657949 |
307 | 3746871 | 10277106.4168648 | -6530235.41686484 |
308 | 7327861 | 13381112.7272097 | -6053251.72720967 |
309 | 16829710 | 12051268.1065200 | 4778441.89347999 |
310 | 13778594 | 10559315.4168648 | 3219278.58313516 |
311 | 6463717 | 9109893.41686484 | -2646176.41686484 |
312 | 8956867 | 10125383.9685890 | -1168516.96858898 |
313 | 21204915 | 9551465.63173802 | 11653449.3682620 |
314 | 16115855 | 11678086.1317380 | 4437768.86826199 |
315 | 2536113 | 8307234.59840468 | -5771121.59840468 |
316 | 16645717 | 7630735.86507134 | 9014981.13492866 |
317 | 17003730 | 7965847.7431629 | 9037882.2568371 |
318 | 15969006 | 7672748.36385256 | 8296257.63614744 |
319 | 31020427 | 10305190.9500595 | 20715236.0499405 |
320 | 23798897 | 13409197.2604043 | 10389699.7395957 |
321 | 20770321 | 12079352.6397146 | 8690968.36028538 |
322 | 44410402 | 10587399.9500594 | 33823002.0499406 |
323 | 27037491 | 9137977.95005946 | 17899513.0499405 |
324 | 29627771 | 10153468.5017836 | 19474302.4982164 |
325 | 18189792 | 9579550.16493263 | 8610241.83506737 |
326 | 4654610 | 11706170.6649326 | -7051560.66493262 |
327 | 12307201 | 8335319.13159929 | 3971881.86840071 |
328 | 15300578 | 7658820.39826595 | 7641757.60173405 |
329 | 10623864 | 7993932.27635751 | 2629931.72364249 |
330 | 6880178 | 7700832.89704717 | -820654.897047168 |
331 | 29947357 | 10333275.4832541 | 19614081.5167459 |
332 | 18611399 | 13437281.7935989 | 5174117.20640111 |
333 | 42432604 | 12107437.1729092 | 30325166.8270908 |
334 | 20208278 | 10615484.4832541 | 9592793.51674594 |
335 | 14004392 | 9166062.48325406 | 4838329.51674594 |
336 | 25737765 | 10181553.0349782 | 15556211.9650218 |
337 | 16735738 | 9607634.69812723 | 7128103.30187277 |
338 | 22450825 | 11734255.1981272 | 10716569.8018728 |
339 | 6880840 | 8363403.6647939 | -1482563.66479390 |
340 | 8510379 | 7686904.93146056 | 823474.068539437 |
341 | 8182481 | 8022016.80955212 | 160464.190447879 |
342 | 10948683 | 7728917.43024178 | 3219765.56975822 |
343 | 4805277 | 10361360.0164487 | -5556083.01644867 |
344 | 2589229 | 13465366.3267935 | -10876137.3267935 |
345 | 5658407 | 12135521.7061038 | -6477114.70610384 |
346 | 12862611 | 10643569.0164487 | 2219041.98355133 |
347 | 5666188 | 9194147.01644867 | -3527959.01644867 |
348 | 6875556 | 10209637.5681728 | -3334081.56817281 |
349 | 7098766 | 9635719.23132184 | -2536953.23132184 |
350 | 36083309 | 11762339.7313218 | 24320969.2686782 |
351 | 10200330 | 8391488.19798851 | 1808841.80201149 |
352 | 7784976 | 7714989.46465517 | 69986.5353448273 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
16 | 0.01588321838689 | 0.03176643677378 | 0.98411678161311 |
17 | 0.00485459628046067 | 0.00970919256092134 | 0.99514540371954 |
18 | 0.00178380401315296 | 0.00356760802630591 | 0.998216195986847 |
19 | 0.000358415246336178 | 0.000716830492672357 | 0.999641584753664 |
20 | 0.00316533183315365 | 0.0063306636663073 | 0.996834668166846 |
21 | 0.00133080089769086 | 0.00266160179538171 | 0.99866919910231 |
22 | 0.000413873680745859 | 0.000827747361491718 | 0.999586126319254 |
23 | 0.000376667742284623 | 0.000753335484569246 | 0.999623332257715 |
24 | 0.0102555174726990 | 0.0205110349453981 | 0.9897444825273 |
25 | 0.00582023607600702 | 0.0116404721520140 | 0.994179763923993 |
26 | 0.0029233493184783 | 0.0058466986369566 | 0.997076650681522 |
27 | 0.00136749002933171 | 0.00273498005866342 | 0.998632509970668 |
28 | 0.000649622811075561 | 0.00129924562215112 | 0.999350377188924 |
29 | 0.00101170513184568 | 0.00202341026369135 | 0.998988294868154 |
30 | 0.000513246763056817 | 0.00102649352611363 | 0.999486753236943 |
31 | 0.00698342776035609 | 0.0139668555207122 | 0.993016572239644 |
32 | 0.00413613531519275 | 0.0082722706303855 | 0.995863864684807 |
33 | 0.00252895635143417 | 0.00505791270286834 | 0.997471043648566 |
34 | 0.0458516261467274 | 0.0917032522934549 | 0.954148373853273 |
35 | 0.0485224933240718 | 0.0970449866481436 | 0.951477506675928 |
36 | 0.0551385055449771 | 0.110277011089954 | 0.944861494455023 |
37 | 0.0444307530254063 | 0.0888615060508125 | 0.955569246974594 |
38 | 0.0322423797752321 | 0.0644847595504643 | 0.967757620224768 |
39 | 0.0242533808950283 | 0.0485067617900566 | 0.975746619104972 |
40 | 0.0165335512123641 | 0.0330671024247283 | 0.983466448787636 |
41 | 0.0158818028922615 | 0.0317636057845229 | 0.984118197107739 |
42 | 0.0121411926354453 | 0.0242823852708907 | 0.987858807364555 |
43 | 0.0145216713751132 | 0.0290433427502263 | 0.985478328624887 |
44 | 0.00993096281145686 | 0.0198619256229137 | 0.990069037188543 |
45 | 0.00695875011290496 | 0.0139175002258099 | 0.993041249887095 |
46 | 0.00745333757489231 | 0.0149066751497846 | 0.992546662425108 |
47 | 0.00546195137558380 | 0.0109239027511676 | 0.994538048624416 |
48 | 0.00445431704868417 | 0.00890863409736835 | 0.995545682951316 |
49 | 0.00311779407278882 | 0.00623558814557765 | 0.996882205927211 |
50 | 0.00232767521376017 | 0.00465535042752033 | 0.99767232478624 |
51 | 0.00152346430513469 | 0.00304692861026939 | 0.998476535694865 |
52 | 0.00100945281176632 | 0.00201890562353265 | 0.998990547188234 |
53 | 0.000682507356842742 | 0.00136501471368548 | 0.999317492643157 |
54 | 0.000471944410743893 | 0.000943888821487786 | 0.999528055589256 |
55 | 0.00050626864198845 | 0.0010125372839769 | 0.999493731358012 |
56 | 0.000498519556442445 | 0.00099703911288489 | 0.999501480443558 |
57 | 0.000327531785001681 | 0.000655063570003363 | 0.999672468214998 |
58 | 0.000266176346036410 | 0.000532352692072821 | 0.999733823653964 |
59 | 0.000169375214091296 | 0.000338750428182592 | 0.999830624785909 |
60 | 0.000109241189715056 | 0.000218482379430112 | 0.999890758810285 |
61 | 6.97359023324083e-05 | 0.000139471804664817 | 0.999930264097668 |
62 | 4.36468688320212e-05 | 8.72937376640425e-05 | 0.999956353131168 |
63 | 2.67713844849663e-05 | 5.35427689699325e-05 | 0.999973228615515 |
64 | 1.60365918534053e-05 | 3.20731837068107e-05 | 0.999983963408147 |
65 | 9.49414831985527e-06 | 1.89882966397105e-05 | 0.99999050585168 |
66 | 6.43189594580559e-06 | 1.28637918916112e-05 | 0.999993568104054 |
67 | 3.91356342423766e-06 | 7.82712684847532e-06 | 0.999996086436576 |
68 | 2.76647632629689e-06 | 5.53295265259377e-06 | 0.999997233523674 |
69 | 1.67333391346356e-06 | 3.34666782692713e-06 | 0.999998326666087 |
70 | 1.13383787027788e-06 | 2.26767574055576e-06 | 0.99999886616213 |
71 | 6.6331946349114e-07 | 1.32663892698228e-06 | 0.999999336680537 |
72 | 4.10440019707597e-07 | 8.20880039415194e-07 | 0.99999958955998 |
73 | 2.52093276884468e-07 | 5.04186553768935e-07 | 0.999999747906723 |
74 | 1.46634010169291e-07 | 2.93268020338583e-07 | 0.99999985336599 |
75 | 8.83411318800762e-08 | 1.76682263760152e-07 | 0.999999911658868 |
76 | 4.91536870515685e-08 | 9.8307374103137e-08 | 0.999999950846313 |
77 | 2.73689360615719e-08 | 5.47378721231439e-08 | 0.999999972631064 |
78 | 1.47520003836273e-08 | 2.95040007672545e-08 | 0.999999985248 |
79 | 9.89940673058177e-09 | 1.97988134611635e-08 | 0.999999990100593 |
80 | 0.000103137792601067 | 0.000206275585202134 | 0.999896862207399 |
81 | 7.16528714755466e-05 | 0.000143305742951093 | 0.999928347128525 |
82 | 0.00010105396046358 | 0.00020210792092716 | 0.999898946039536 |
83 | 0.164939691522635 | 0.32987938304527 | 0.835060308477365 |
84 | 0.153783363586253 | 0.307566727172507 | 0.846216636413747 |
85 | 0.150387445034224 | 0.300774890068449 | 0.849612554965776 |
86 | 0.530207279114516 | 0.939585441770969 | 0.469792720885484 |
87 | 0.579810158395276 | 0.840379683209448 | 0.420189841604724 |
88 | 0.712840021375005 | 0.574319957249991 | 0.287159978624995 |
89 | 0.682554761196893 | 0.634890477606215 | 0.317445238803107 |
90 | 0.739838160470173 | 0.520323679059654 | 0.260161839529827 |
91 | 0.721143073785729 | 0.557713852428542 | 0.278856926214271 |
92 | 0.830535254469857 | 0.338929491060286 | 0.169464745530143 |
93 | 0.992541810044018 | 0.0149163799119635 | 0.00745818995598176 |
94 | 0.991047494911286 | 0.0179050101774274 | 0.00895250508871372 |
95 | 0.992255859874958 | 0.0154882802500835 | 0.00774414012504176 |
96 | 0.991867461529197 | 0.0162650769416066 | 0.00813253847080328 |
97 | 0.989849457175192 | 0.0203010856496165 | 0.0101505428248083 |
98 | 0.988764957640508 | 0.0224700847189839 | 0.0112350423594919 |
99 | 0.98807292093817 | 0.0238541581236603 | 0.0119270790618301 |
100 | 0.986982385800848 | 0.0260352283983036 | 0.0130176141991518 |
101 | 0.98591407351599 | 0.0281718529680185 | 0.0140859264840092 |
102 | 0.986299993414504 | 0.0274000131709923 | 0.0137000065854961 |
103 | 0.986389978271822 | 0.0272200434563557 | 0.0136100217281779 |
104 | 0.98474079289173 | 0.0305184142165411 | 0.0152592071082705 |
105 | 0.9839072304034 | 0.0321855391931998 | 0.0160927695965999 |
106 | 0.980824810899882 | 0.0383503782002354 | 0.0191751891001177 |
107 | 0.979762386474569 | 0.0404752270508628 | 0.0202376135254314 |
108 | 0.975629482451014 | 0.0487410350979713 | 0.0243705175489856 |
109 | 0.988813722270742 | 0.0223725554585158 | 0.0111862777292579 |
110 | 0.987758311541174 | 0.0244833769176514 | 0.0122416884588257 |
111 | 0.985967694129023 | 0.0280646117419532 | 0.0140323058709766 |
112 | 0.983509351208664 | 0.0329812975826716 | 0.0164906487913358 |
113 | 0.980257887838632 | 0.0394842243227364 | 0.0197421121613682 |
114 | 0.977130812340619 | 0.045738375318763 | 0.0228691876593815 |
115 | 0.975086921269246 | 0.0498261574615074 | 0.0249130787307537 |
116 | 0.974095069062036 | 0.0518098618759286 | 0.0259049309379643 |
117 | 0.995033068751314 | 0.00993386249737278 | 0.00496693124868639 |
118 | 0.996874863460309 | 0.00625027307938257 | 0.00312513653969129 |
119 | 0.99654061939529 | 0.0069187612094214 | 0.0034593806047107 |
120 | 0.9958480554946 | 0.00830388901080115 | 0.00415194450540057 |
121 | 0.995254371785844 | 0.00949125642831258 | 0.00474562821415629 |
122 | 0.999296318124468 | 0.00140736375106409 | 0.000703681875532045 |
123 | 0.999999609301974 | 7.81396051238905e-07 | 3.90698025619452e-07 |
124 | 0.999999823372263 | 3.5325547421055e-07 | 1.76627737105275e-07 |
125 | 0.999999925570494 | 1.48859012839333e-07 | 7.44295064196666e-08 |
126 | 0.999999918010074 | 1.63979851465902e-07 | 8.1989925732951e-08 |
127 | 0.999999975444004 | 4.91119913436722e-08 | 2.45559956718361e-08 |
128 | 0.999999984729556 | 3.05408888506788e-08 | 1.52704444253394e-08 |
129 | 0.999999991666317 | 1.66673666291877e-08 | 8.33368331459385e-09 |
130 | 0.999999992279378 | 1.54412444842755e-08 | 7.72062224213773e-09 |
131 | 0.99999999587571 | 8.2485809239611e-09 | 4.12429046198055e-09 |
132 | 0.9999999956172 | 8.76559981183307e-09 | 4.38279990591653e-09 |
133 | 0.99999999549421 | 9.0115817732468e-09 | 4.5057908866234e-09 |
134 | 0.999999996697737 | 6.60452551818724e-09 | 3.30226275909362e-09 |
135 | 0.999999996757815 | 6.48436932331563e-09 | 3.24218466165782e-09 |
136 | 0.999999996935836 | 6.12832890962384e-09 | 3.06416445481192e-09 |
137 | 0.999999996531291 | 6.93741776078539e-09 | 3.46870888039269e-09 |
138 | 0.999999996482632 | 7.0347354169591e-09 | 3.51736770847955e-09 |
139 | 0.99999999671581 | 6.56838235946081e-09 | 3.28419117973040e-09 |
140 | 0.999999998216957 | 3.56608683333484e-09 | 1.78304341666742e-09 |
141 | 0.999999998634295 | 2.73141031671004e-09 | 1.36570515835502e-09 |
142 | 0.999999998576207 | 2.8475857573773e-09 | 1.42379287868865e-09 |
143 | 0.999999998573176 | 2.85364770459304e-09 | 1.42682385229652e-09 |
144 | 0.999999999306464 | 1.38707116128452e-09 | 6.93535580642258e-10 |
145 | 0.999999999140716 | 1.71856840693340e-09 | 8.59284203466699e-10 |
146 | 0.99999999910676 | 1.78648239646562e-09 | 8.9324119823281e-10 |
147 | 0.999999999104195 | 1.79161008524133e-09 | 8.95805042620664e-10 |
148 | 0.999999999019493 | 1.96101386514190e-09 | 9.80506932570948e-10 |
149 | 0.999999998813528 | 2.37294415362186e-09 | 1.18647207681093e-09 |
150 | 0.99999999861851 | 2.76297906581062e-09 | 1.38148953290531e-09 |
151 | 0.999999998462142 | 3.07571640048833e-09 | 1.53785820024416e-09 |
152 | 0.999999998787873 | 2.42425316143951e-09 | 1.21212658071975e-09 |
153 | 0.999999998833204 | 2.33359304027985e-09 | 1.16679652013993e-09 |
154 | 0.99999999860376 | 2.79248092937063e-09 | 1.39624046468532e-09 |
155 | 0.999999998517636 | 2.96472732404109e-09 | 1.48236366202054e-09 |
156 | 0.99999999805558 | 3.88884006673210e-09 | 1.94442003336605e-09 |
157 | 0.9999999973077 | 5.38459854304218e-09 | 2.69229927152109e-09 |
158 | 0.999999996503929 | 6.99214262052058e-09 | 3.49607131026029e-09 |
159 | 0.999999995766513 | 8.46697392041763e-09 | 4.23348696020882e-09 |
160 | 0.999999994754596 | 1.04908073158414e-08 | 5.24540365792068e-09 |
161 | 0.99999999290865 | 1.41826978841120e-08 | 7.09134894205602e-09 |
162 | 0.999999990656713 | 1.86865733007625e-08 | 9.34328665038125e-09 |
163 | 0.999999988757426 | 2.24851486138346e-08 | 1.12425743069173e-08 |
164 | 0.999999987005295 | 2.59894100833799e-08 | 1.29947050416900e-08 |
165 | 0.999999984707108 | 3.05857842157342e-08 | 1.52928921078671e-08 |
166 | 0.999999981774552 | 3.64508952070833e-08 | 1.82254476035416e-08 |
167 | 0.999999977067529 | 4.58649426413895e-08 | 2.29324713206947e-08 |
168 | 0.999999970533504 | 5.89329926131159e-08 | 2.94664963065579e-08 |
169 | 0.999999958853528 | 8.22929434407132e-08 | 4.11464717203566e-08 |
170 | 0.999999944219686 | 1.11560627771391e-07 | 5.57803138856954e-08 |
171 | 0.999999926296818 | 1.47406364885288e-07 | 7.37031824426438e-08 |
172 | 0.999999911631837 | 1.76736326577910e-07 | 8.83681632889548e-08 |
173 | 0.999999880762603 | 2.38474793950637e-07 | 1.19237396975318e-07 |
174 | 0.99999989178439 | 2.16431219230623e-07 | 1.08215609615311e-07 |
175 | 0.999999860537413 | 2.78925173473663e-07 | 1.39462586736831e-07 |
176 | 0.999999838519553 | 3.22960894476854e-07 | 1.61480447238427e-07 |
177 | 0.999999802428538 | 3.95142923022107e-07 | 1.97571461511054e-07 |
178 | 0.999999734598475 | 5.3080304905395e-07 | 2.65401524526975e-07 |
179 | 0.999999650583624 | 6.98832752621545e-07 | 3.49416376310772e-07 |
180 | 0.999999499895054 | 1.00020989132123e-06 | 5.00104945660615e-07 |
181 | 0.999999285203081 | 1.42959383787226e-06 | 7.1479691893613e-07 |
182 | 0.999999095130514 | 1.80973897256172e-06 | 9.04869486280862e-07 |
183 | 0.999998823941265 | 2.35211746918318e-06 | 1.17605873459159e-06 |
184 | 0.999998576434699 | 2.84713060289514e-06 | 1.42356530144757e-06 |
185 | 0.999998194905508 | 3.61018898425374e-06 | 1.80509449212687e-06 |
186 | 0.999999158236527 | 1.68352694584028e-06 | 8.41763472920138e-07 |
187 | 0.999998904306987 | 2.19138602582271e-06 | 1.09569301291135e-06 |
188 | 0.999998596870592 | 2.80625881631688e-06 | 1.40312940815844e-06 |
189 | 0.999998184265318 | 3.631469364247e-06 | 1.8157346821235e-06 |
190 | 0.99999753902411 | 4.92195178096673e-06 | 2.46097589048336e-06 |
191 | 0.999996859587935 | 6.28082413058395e-06 | 3.14041206529197e-06 |
192 | 0.999995587073392 | 8.825853216485e-06 | 4.4129266082425e-06 |
193 | 0.999993966854797 | 1.20662904049958e-05 | 6.03314520249788e-06 |
194 | 0.999991868405856 | 1.62631882883661e-05 | 8.13159414418303e-06 |
195 | 0.999989476442367 | 2.10471152659688e-05 | 1.05235576329844e-05 |
196 | 0.99998634535654 | 2.73092869213539e-05 | 1.36546434606769e-05 |
197 | 0.999981987288944 | 3.60254221127826e-05 | 1.80127110563913e-05 |
198 | 0.999980358938033 | 3.9282123934636e-05 | 1.9641061967318e-05 |
199 | 0.999979503130681 | 4.09937386373631e-05 | 2.04968693186815e-05 |
200 | 0.999973862588804 | 5.22748223916917e-05 | 2.61374111958459e-05 |
201 | 0.999966292258034 | 6.74154839314904e-05 | 3.37077419657452e-05 |
202 | 0.999955195759944 | 8.96084801126306e-05 | 4.48042400563153e-05 |
203 | 0.99994171645559 | 0.000116567088822721 | 5.82835444113603e-05 |
204 | 0.999920487077558 | 0.000159025844884869 | 7.95129224424343e-05 |
205 | 0.999892078220556 | 0.000215843558887097 | 0.000107921779443548 |
206 | 0.99986094997593 | 0.000278100048138104 | 0.000139050024069052 |
207 | 0.999819413499863 | 0.000361173000273486 | 0.000180586500136743 |
208 | 0.99977486527928 | 0.000450269441439928 | 0.000225134720719964 |
209 | 0.999705877109697 | 0.000588245780606705 | 0.000294122890303353 |
210 | 0.999631976919994 | 0.000736046160011148 | 0.000368023080005574 |
211 | 0.999535174692766 | 0.000929650614467983 | 0.000464825307233992 |
212 | 0.999998202067823 | 3.59586435494677e-06 | 1.79793217747339e-06 |
213 | 0.99999751578381 | 4.96843237834947e-06 | 2.48421618917473e-06 |
214 | 0.99999649238151 | 7.01523698110737e-06 | 3.50761849055368e-06 |
215 | 0.999995215973237 | 9.56805352683289e-06 | 4.78402676341644e-06 |
216 | 0.999993072863103 | 1.38542737934327e-05 | 6.92713689671636e-06 |
217 | 0.99999009510046 | 1.98097990800220e-05 | 9.90489954001102e-06 |
218 | 0.999986418037415 | 2.71639251696131e-05 | 1.35819625848065e-05 |
219 | 0.999982792462906 | 3.44150741883375e-05 | 1.72075370941687e-05 |
220 | 0.999978112995044 | 4.37740099118388e-05 | 2.18870049559194e-05 |
221 | 0.999969823570176 | 6.03528596484567e-05 | 3.01764298242283e-05 |
222 | 0.999962974429857 | 7.40511402851457e-05 | 3.70255701425729e-05 |
223 | 0.999951876108225 | 9.62477835497425e-05 | 4.81238917748713e-05 |
224 | 0.999941053624099 | 0.000117892751802848 | 5.89463759014241e-05 |
225 | 0.999922320063156 | 0.000155359873688545 | 7.76799368442727e-05 |
226 | 0.999893088113027 | 0.000213823773946223 | 0.000106911886973111 |
227 | 0.999856428540716 | 0.000287142918567465 | 0.000143571459283733 |
228 | 0.999804758535175 | 0.000390482929650142 | 0.000195241464825071 |
229 | 0.999734125357448 | 0.000531749285104125 | 0.000265874642552063 |
230 | 0.999653255255284 | 0.000693489489431232 | 0.000346744744715616 |
231 | 0.999539926486544 | 0.000920147026912415 | 0.000460073513456207 |
232 | 0.999404077207257 | 0.00119184558548692 | 0.000595922792743462 |
233 | 0.999257960164926 | 0.00148407967014746 | 0.00074203983507373 |
234 | 0.999107737593915 | 0.00178452481216950 | 0.000892262406084751 |
235 | 0.998837404792547 | 0.00232519041490537 | 0.00116259520745268 |
236 | 0.998578123746995 | 0.00284375250601091 | 0.00142187625300546 |
237 | 0.998190607500316 | 0.00361878499936871 | 0.00180939249968435 |
238 | 0.997707201673342 | 0.0045855966533155 | 0.00229279832665775 |
239 | 0.997038225051358 | 0.00592354989728497 | 0.00296177494864248 |
240 | 0.99617327991121 | 0.0076534401775809 | 0.00382672008879045 |
241 | 0.995177162432644 | 0.00964567513471152 | 0.00482283756735576 |
242 | 0.99421462393842 | 0.0115707521231605 | 0.00578537606158024 |
243 | 0.992655634540345 | 0.0146887309193101 | 0.00734436545965506 |
244 | 0.990917992220326 | 0.0181640155593475 | 0.00908200777967375 |
245 | 0.988575553310448 | 0.0228488933791046 | 0.0114244466895523 |
246 | 0.985905637185312 | 0.0281887256293763 | 0.0140943628146882 |
247 | 0.98248064201063 | 0.0350387159787405 | 0.0175193579893703 |
248 | 0.97912768402217 | 0.0417446319556606 | 0.0208723159778303 |
249 | 0.974188006894955 | 0.0516239862100906 | 0.0258119931050453 |
250 | 0.968366744507982 | 0.063266510984036 | 0.031633255492018 |
251 | 0.961602321457463 | 0.0767953570850741 | 0.0383976785425370 |
252 | 0.956204448491784 | 0.0875911030164314 | 0.0437955515082157 |
253 | 0.947459761653254 | 0.105080476693493 | 0.0525402383467463 |
254 | 0.937939658860995 | 0.124120682278010 | 0.0620603411390052 |
255 | 0.926039464383324 | 0.147921071233352 | 0.0739605356166758 |
256 | 0.914133119613427 | 0.171733760773146 | 0.085866880386573 |
257 | 0.898724155058322 | 0.202551689883355 | 0.101275844941678 |
258 | 0.882142325983772 | 0.235715348032456 | 0.117857674016228 |
259 | 0.866419651619317 | 0.267160696761367 | 0.133580348380683 |
260 | 0.848538882687048 | 0.302922234625903 | 0.151461117312952 |
261 | 0.834478076602838 | 0.331043846794323 | 0.165521923397162 |
262 | 0.817022805858163 | 0.365954388283674 | 0.182977194141837 |
263 | 0.793706112699225 | 0.41258777460155 | 0.206293887300775 |
264 | 0.777598395834357 | 0.444803208331286 | 0.222401604165643 |
265 | 0.759290617270015 | 0.48141876545997 | 0.240709382729985 |
266 | 0.766127622712601 | 0.467744754574798 | 0.233872377287399 |
267 | 0.737155062839172 | 0.525689874321656 | 0.262844937160828 |
268 | 0.705042823718294 | 0.589914352563413 | 0.294957176281706 |
269 | 0.674184676837094 | 0.651630646325811 | 0.325815323162906 |
270 | 0.638928006340364 | 0.722143987319273 | 0.361071993659637 |
271 | 0.615679241186936 | 0.768641517626129 | 0.384320758813064 |
272 | 0.591739985715964 | 0.816520028568072 | 0.408260014284036 |
273 | 0.591557073841004 | 0.816885852317992 | 0.408442926158996 |
274 | 0.591664169547042 | 0.816671660905917 | 0.408335830452958 |
275 | 0.561084969756297 | 0.877830060487407 | 0.438915030243703 |
276 | 0.554760919349617 | 0.890478161300767 | 0.445239080650383 |
277 | 0.565619252465387 | 0.868761495069226 | 0.434380747534613 |
278 | 0.64647689231349 | 0.707046215373021 | 0.353523107686511 |
279 | 0.617974251390926 | 0.764051497218148 | 0.382025748609074 |
280 | 0.580721666696225 | 0.83855666660755 | 0.419278333303775 |
281 | 0.5607868404766 | 0.8784263190468 | 0.4392131595234 |
282 | 0.520689101074532 | 0.958621797850935 | 0.479310898925468 |
283 | 0.49905679725958 | 0.99811359451916 | 0.50094320274042 |
284 | 0.480994472783515 | 0.96198894556703 | 0.519005527216485 |
285 | 0.47128489121419 | 0.94256978242838 | 0.52871510878581 |
286 | 0.484688892656403 | 0.969377785312806 | 0.515311107343597 |
287 | 0.455922561543972 | 0.911845123087944 | 0.544077438456028 |
288 | 0.461567053034752 | 0.923134106069504 | 0.538432946965248 |
289 | 0.470212915103523 | 0.940425830207046 | 0.529787084896477 |
290 | 0.433627820286161 | 0.867255640572323 | 0.566372179713839 |
291 | 0.392836532786911 | 0.785673065573822 | 0.607163467213089 |
292 | 0.359770921443474 | 0.719541842886948 | 0.640229078556526 |
293 | 0.353729259872072 | 0.707458519744145 | 0.646270740127928 |
294 | 0.330833789060287 | 0.661667578120575 | 0.669166210939713 |
295 | 0.317317878742794 | 0.634635757485589 | 0.682682121257206 |
296 | 0.294062326236448 | 0.588124652472897 | 0.705937673763552 |
297 | 0.270774076079260 | 0.541548152158520 | 0.72922592392074 |
298 | 0.293028804816039 | 0.586057609632079 | 0.706971195183961 |
299 | 0.258262093356279 | 0.516524186712559 | 0.74173790664372 |
300 | 0.254641516968988 | 0.509283033937976 | 0.745358483031012 |
301 | 0.237339442637789 | 0.474678885275578 | 0.762660557362211 |
302 | 0.225417030832456 | 0.450834061664913 | 0.774582969167544 |
303 | 0.252917196395806 | 0.505834392791612 | 0.747082803604194 |
304 | 0.239929679556094 | 0.479859359112187 | 0.760070320443906 |
305 | 0.283084865323317 | 0.566169730646635 | 0.716915134676683 |
306 | 0.250524566727930 | 0.501049133455861 | 0.74947543327207 |
307 | 0.321254400635945 | 0.642508801271891 | 0.678745599364055 |
308 | 0.309917516109212 | 0.619835032218424 | 0.690082483890788 |
309 | 0.296330939906781 | 0.592661879813562 | 0.703669060093219 |
310 | 0.337992957503250 | 0.675985915006499 | 0.66200704249675 |
311 | 0.361770077132152 | 0.723540154264304 | 0.638229922867848 |
312 | 0.439235295397205 | 0.87847059079441 | 0.560764704602795 |
313 | 0.393929829223954 | 0.78785965844791 | 0.606070170776046 |
314 | 0.410912050739846 | 0.821824101479692 | 0.589087949260154 |
315 | 0.476633722659917 | 0.953267445319833 | 0.523366277340083 |
316 | 0.43442607401437 | 0.86885214802874 | 0.56557392598563 |
317 | 0.380612039844356 | 0.761224079688712 | 0.619387960155644 |
318 | 0.328007925881472 | 0.656015851762944 | 0.671992074118528 |
319 | 0.29980856434218 | 0.59961712868436 | 0.70019143565782 |
320 | 0.257027708484644 | 0.514055416969289 | 0.742972291515356 |
321 | 0.251547732421317 | 0.503095464842633 | 0.748452267578683 |
322 | 0.363001829089345 | 0.72600365817869 | 0.636998170910655 |
323 | 0.348153114419567 | 0.696306228839134 | 0.651846885580433 |
324 | 0.315305230614096 | 0.630610461228192 | 0.684694769385904 |
325 | 0.25442837679999 | 0.50885675359998 | 0.74557162320001 |
326 | 0.647142490379577 | 0.705715019240847 | 0.352857509620423 |
327 | 0.595279514856138 | 0.809440970287725 | 0.404720485143862 |
328 | 0.525297130429697 | 0.949405739140605 | 0.474702869570303 |
329 | 0.45196380695888 | 0.90392761391776 | 0.54803619304112 |
330 | 0.439841500028288 | 0.879683000056576 | 0.560158499971712 |
331 | 0.455010008455491 | 0.910020016910982 | 0.544989991544509 |
332 | 0.376120001120069 | 0.752240002240137 | 0.623879998879931 |
333 | 0.804120446975192 | 0.391759106049615 | 0.195879553024808 |
334 | 0.704149841494164 | 0.591700317011673 | 0.295850158505836 |
335 | 0.584460476017259 | 0.831079047965482 | 0.415539523982741 |
336 | 0.732613299761111 | 0.534773400477778 | 0.267386700238889 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 174 | 0.542056074766355 | NOK |
5% type I error level | 217 | 0.67601246105919 | NOK |
10% type I error level | 226 | 0.70404984423676 | NOK |