Multiple Linear Regression - Estimated Regression Equation |
Y[t] = + 9395186.10552913 -576258.714617189M1[t] + 1548021.40761659M2[t] -1825170.50348296M3[t] -2504009.61458251M4[t] -2171238.11425717M5[t] -2466677.87133373M6[t] + 163424.337106949M7[t] + 3265090.26968556M8[t] + 1932905.27122969M9[t] + 438612.203808296M10[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) | 9395186.10552913 | 2151203.122293 | 4.3674 | 1.7e-05 | 8e-06 |
M1 | -576258.714617189 | 2689189.4391 | -0.2143 | 0.830452 | 0.415226 |
M2 | 1548021.40761659 | 2689140.327813 | 0.5757 | 0.565229 | 0.282615 |
M3 | -1825170.50348296 | 2689102.129526 | -0.6787 | 0.497773 | 0.248886 |
M4 | -2504009.61458251 | 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 | 163424.337106949 | 2711881.130366 | 0.0603 | 0.951982 | 0.475991 |
M8 | 3265090.26968556 | 2711832.430026 | 1.204 | 0.229423 | 0.114712 |
M9 | 1932905.27122969 | 2711794.551379 | 0.7128 | 0.476474 | 0.238237 |
M10 | 438612.203808296 | 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) | 0.883958346365611 |
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 | 8821267.76867813 | -7337758.76867813 |
2 | 8036554 | 10947888.2686782 | -2911334.26867816 |
3 | 4623093 | 7577036.73534483 | -2953943.73534482 |
4 | 5528662 | 6900538.0020115 | -1371876.0020115 |
5 | 4221032 | 7235649.88010305 | -3014617.88010305 |
6 | 8061847 | 6942550.50079271 | 1119296.49920729 |
7 | 7640066 | 9574993.08699961 | -1934927.08699961 |
8 | 2935533 | 12678999.3973444 | -9743466.39734443 |
9 | 8161548 | 11349154.7766548 | -3187606.77665477 |
10 | 2543967 | 9857202.0869996 | -7313235.0869996 |
11 | 13163450 | 8407780.08699961 | 4755669.91300039 |
12 | 3348436 | 9423270.63872374 | -6074834.63872374 |
13 | 3997440 | 8849352.30187277 | -4851912.30187277 |
14 | 2322911 | 10975972.8018728 | -8653061.80187277 |
15 | 2019457 | 7605121.26853944 | -5585664.26853944 |
16 | 3047748 | 6928622.5352061 | -3880874.5352061 |
17 | 5728767 | 7263734.41329766 | -1534967.41329766 |
18 | 2605173 | 6970635.03398732 | -4365462.03398732 |
19 | 5646743 | 9603077.62019421 | -3956334.62019421 |
20 | 13121544 | 12707083.930539 | 414460.06946096 |
21 | 3453409 | 11377239.3098494 | -7923830.30984939 |
22 | 1878333 | 9885286.62019422 | -8006953.62019422 |
23 | 4247362 | 8435864.62019421 | -4188502.62019421 |
24 | 23022552 | 9451355.17191835 | 13571196.8280816 |
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 | 9631162.15338882 | 21425106.8466112 |
32 | 15623385 | 12735168.4637337 | 2888216.53626635 |
33 | 6663443 | 11405323.843044 | -4741880.84304399 |
34 | 35435745 | 9913371.15338881 | 25522373.8466112 |
35 | 2823250 | 8463949.15338882 | -5640699.15338883 |
36 | 5197089 | 9479439.70511296 | -4282350.70511296 |
37 | 4120632 | 8905521.36826199 | -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 | -5533250.37623861 |
46 | 4416718 | 9941455.68658343 | -5524737.68658343 |
47 | 3926429 | 8492033.68658343 | -4565604.68658343 |
48 | 4876884 | 9507524.23830757 | -4630640.23830757 |
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 | 9687331.21977805 | -7392305.21977805 |
56 | 2218752 | 12791337.5301229 | -10572585.5301229 |
57 | 4146062 | 11461492.9094332 | -7315430.90943322 |
58 | 3302091 | 9969540.21977804 | -6667449.21977804 |
59 | 3864505 | 8520118.21977804 | -4655613.21977804 |
60 | 5454794 | 9535608.77150218 | -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 | 9563693.30469679 | -5743361.30469679 |
73 | 4932979 | 8989774.96784582 | -4056795.96784582 |
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 | 7111057.69996036 | -2227953.69996036 |
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 | 8576287.28616727 | 52635366.7138327 |
84 | 18223748 | 9591777.8378914 | 8631970.1621086 |
85 | 17678085 | 9017859.50104043 | 8660225.49895957 |
86 | 49299580 | 11144480.0010404 | 38155099.9989596 |
87 | 25899948 | 7773628.4677071 | 18126319.5322929 |
88 | 34121754 | 7097129.73437375 | 27024624.2656262 |
89 | 9859231 | 7432241.61246532 | 2426989.38753468 |
90 | 29740892 | 7139142.23315497 | 22601749.766845 |
91 | 21085212 | 9771584.81936187 | 11313627.1806381 |
92 | 43003866 | 12875591.1297067 | 30128274.8702933 |
93 | 59549247 | 11545746.5090171 | 48003500.4909829 |
94 | 18026465 | 10053793.8193619 | 7972671.18063813 |
95 | 4680597 | 8604371.81936187 | -3923774.81936187 |
96 | 5564728 | 9619862.37108601 | -4055134.37108601 |
97 | 11792347 | 9045944.03423504 | 2746402.96576496 |
98 | 10371624 | 11172564.534235 | -800940.534235037 |
99 | 3728446 | 7801713.0009017 | -4073267.00090171 |
100 | 5732978 | 7125214.26756837 | -1392236.26756837 |
101 | 4067638 | 7460326.14565993 | -3392688.14565993 |
102 | 2395508 | 7167226.76634959 | -4771718.76634959 |
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 | 9647946.90428062 | 4701257.09571938 |
109 | 35151574 | 9074028.56742965 | 26077545.4325703 |
110 | 8210488 | 11200649.0674296 | -2990161.06742965 |
111 | 5022664 | 7829797.53409631 | -2807133.53409631 |
112 | 13996871 | 7153298.80076298 | 6843572.19923702 |
113 | 12822431 | 7488410.67885454 | 5334020.32114546 |
114 | 14011552 | 7195311.2995442 | 6816240.7004558 |
115 | 20260980 | 9827753.88575109 | 10433226.1142489 |
116 | 23718976 | 12931760.1960959 | 10787215.8039041 |
117 | 45833049 | 11601915.5754063 | 34231133.4245937 |
118 | 30688420 | 10109962.8857511 | 20578457.1142489 |
119 | 16576062 | 8660540.88575109 | 7915521.11424891 |
120 | 14844405 | 9676031.43747523 | 5168373.56252477 |
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 | 7516495.21204915 | 17404712.7879508 |
126 | 9516725 | 7223395.8327388 | 2293329.1672612 |
127 | 27977239 | 9855838.41894569 | 18121400.5810543 |
128 | 21632046 | 12959844.7292905 | 8672201.27070947 |
129 | 22956809 | 11630000.1086009 | 11326808.8913991 |
130 | 9704324 | 10138047.4189457 | -433723.4189457 |
131 | 19871149 | 8688625.4189457 | 11182523.5810543 |
132 | 5553842 | 9704115.97066984 | -4150273.97066984 |
133 | 5667858 | 9130197.63381887 | -3462339.63381887 |
134 | 4348188 | 11256818.1338189 | -6908630.13381886 |
135 | 10025042 | 7885966.60048553 | 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 | 9732200.50386445 | 11801036.4961356 |
145 | 5986771 | 9158282.16701348 | -3171511.16701348 |
146 | 5455310 | 11284902.6670135 | -5829592.66701347 |
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 | 9760285.03705906 | -5501309.03705906 |
157 | 7159779 | 9186366.70020809 | -2026587.70020809 |
158 | 8098401 | 11312987.2002081 | -3214586.20020808 |
159 | 6894240 | 7942135.66687475 | -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 | 9788369.57025367 | -8226201.57025367 |
169 | 3303103 | 9214451.2334027 | -5911348.2334027 |
170 | 5886910 | 11341071.7334027 | -5454161.73340269 |
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 | 13072182.862069 | -9072433.86206897 |
177 | 3613526 | 11742338.2413793 | -8128812.24137931 |
178 | 4271706 | 10250385.5517241 | -5978679.55172414 |
179 | 4253390 | 8800963.55172414 | -4547573.55172414 |
180 | 5551591 | 9816454.10344828 | -4264863.10344828 |
181 | 4663041 | 9242535.7665973 | -4579494.76659731 |
182 | 2104104 | 11369156.2665973 | -9265052.26659731 |
183 | 5385399 | 7998304.73326397 | -2612905.73326397 |
184 | 6205877 | 7321805.99993064 | -1115928.99993064 |
185 | 7529500 | 7656917.8780222 | -127417.878022195 |
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 | 8829048.08491874 | -3203660.08491875 |
192 | 5810139 | 9844538.63664288 | -4034399.63664289 |
193 | 6942187 | 9270620.29979192 | -2328433.29979191 |
194 | 3711188 | 11397240.7997919 | -7686052.79979191 |
195 | 4261281 | 8026389.26645858 | -3765108.26645858 |
196 | 1989945 | 7349890.53312525 | -5359945.53312525 |
197 | 5033342 | 7685002.4112168 | -2651660.4112168 |
198 | 7239565 | 7391903.03190646 | -152338.03190646 |
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 | -5837676.1698375 |
205 | 3245271 | 9298704.83298652 | -6053433.83298652 |
206 | 2387251 | 11425325.3329865 | -9038074.33298653 |
207 | 2174886 | 8054473.79965319 | -5879587.79965319 |
208 | 3436080 | 7377975.06631986 | -3941895.06631986 |
209 | 3738956 | 7713086.94441141 | -3974130.94441141 |
210 | 1884730 | 7419987.56510107 | -5535257.56510107 |
211 | 1509144 | 10052430.151308 | -8543286.15130797 |
212 | 42728366 | 13156436.4616528 | 29571929.5383472 |
213 | 3446317 | 11826591.8409631 | -8380274.84096314 |
214 | 4600683 | 10334639.151308 | -5733956.15130797 |
215 | 2953615 | 8885217.15130797 | -5931602.15130797 |
216 | 3570060 | 9900707.70303211 | -6330647.70303211 |
217 | 2130208 | 9326789.36618114 | -7196581.36618113 |
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 | -9071052.9948474 |
225 | 1714614 | 11854676.3741577 | -10140062.3741577 |
226 | 3651985 | 10362723.6845026 | -6710738.68450258 |
227 | 2419548 | 8913301.68450258 | -6493753.68450258 |
228 | 2378854 | 9928792.23622672 | -7549938.23622672 |
229 | 2303949 | 9354873.89937574 | -7050924.89937574 |
230 | 2555534 | 11481494.3993757 | -8925960.39937574 |
231 | 1713005 | 8110642.86604241 | -6397637.86604241 |
232 | 1705960 | 7434144.13270908 | -5728184.13270908 |
233 | 6115046 | 7769256.01080063 | -1654210.01080063 |
234 | 3951044 | 7476156.63149029 | -3525112.63149029 |
235 | 3785568 | 10108599.2176972 | -6323031.21769719 |
236 | 4670530 | 13212605.528042 | -8542075.52804201 |
237 | 2265100 | 11882760.9073524 | -9617660.90735236 |
238 | 1105643 | 10390808.2176972 | -9285165.21769719 |
239 | 2814152 | 8941386.21769719 | -6127234.21769719 |
240 | 3728673 | 9956876.76942133 | -6228203.76942133 |
241 | 2038949 | 9382958.43257035 | -7344009.43257035 |
242 | 2402919 | 11509578.9325704 | -9106659.93257036 |
243 | 2348814 | 8138727.39923702 | -5789913.39923702 |
244 | 2797822 | 7462228.66590369 | -4664406.66590369 |
245 | 902505 | 7797340.54399525 | -6894835.54399525 |
246 | 1331319 | 7504241.1646849 | -6172922.1646849 |
247 | 4204238 | 10136683.7508918 | -5932445.7508918 |
248 | 2212485 | 13240690.0612366 | -11028205.0612366 |
249 | 6797382 | 11910845.440547 | -5113463.44054697 |
250 | 4532324 | 10418892.7508918 | -5886568.7508918 |
251 | 1778808 | 8969470.7508918 | -7190662.7508918 |
252 | 1890720 | 9984961.30261594 | -8094241.30261594 |
253 | 5463736 | 9411042.96576496 | -3947306.96576496 |
254 | 11368931 | 11537663.465765 | -168732.465764962 |
255 | 2040164 | 8166811.93243163 | -6126647.93243163 |
256 | 4276399 | 7490313.19909829 | -3213914.1990983 |
257 | 3714445 | 7825425.07718985 | -4110980.07718985 |
258 | 2068168 | 7532325.69787951 | -5464157.69787951 |
259 | 1003842 | 10164768.2840864 | -9160926.28408641 |
260 | 2858535 | 13268774.5944312 | -10410239.5944312 |
261 | 2355484 | 11938929.9737416 | -9583445.97374158 |
262 | 2719262 | 10446977.2840864 | -7727715.28408641 |
263 | 1897741 | 8997555.28408641 | -7099814.28408641 |
264 | 3945185 | 10013045.8358105 | -6067860.83581055 |
265 | 3799916 | 9439127.49895957 | -5639211.49895957 |
266 | 1017654 | 11565747.9989596 | -10548093.9989596 |
267 | 3052241 | 8194896.46562624 | -5142655.46562624 |
268 | 3932970 | 7518397.7322929 | -3585427.7322929 |
269 | 3598151 | 7853509.61038446 | -4255358.61038446 |
270 | 2296005 | 7560410.23107412 | -5264405.23107412 |
271 | 2202018 | 10192852.817281 | -7990834.81728102 |
272 | 2461777 | 13296859.1276258 | -10835082.1276258 |
273 | 2452042 | 11967014.5069362 | -9514972.50693619 |
274 | 2185142 | 10475061.817281 | -8289919.81728102 |
275 | 11968502 | 9025639.81728101 | 2942862.18271899 |
276 | 20395972 | 10041130.3690052 | 10354841.6309948 |
277 | 21756900 | 9467212.03215418 | 12289687.9678458 |
278 | 30024300 | 11593832.5321542 | 18430467.4678458 |
279 | 10811344 | 8222980.99882085 | 2588363.00117915 |
280 | 1819202 | 7546482.26548752 | -5727280.26548752 |
281 | 1276885 | 7881594.14357908 | -6604709.14357908 |
282 | 2946701 | 7588494.76426873 | -4641793.76426873 |
283 | 3587459 | 10220937.3504756 | -6633478.35047563 |
284 | 2832691 | 13324943.6608205 | -10492252.6608205 |
285 | 6674805 | 11995099.0401308 | -5320294.0401308 |
286 | 3868362 | 10503146.3504756 | -6634784.35047563 |
287 | 4302909 | 9053724.35047562 | -4750815.35047562 |
288 | 23265229 | 10069214.9021998 | 13196014.0978002 |
289 | 22348002 | 9495296.56534879 | 12852705.4346512 |
290 | 11883953 | 11621917.0653488 | 262035.934651209 |
291 | 6634979 | 8251065.53201546 | -1616086.53201546 |
292 | 2935493 | 7574566.79868213 | -4639073.79868213 |
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 | -783645.098543401 |
302 | 12455537 | 11650001.5985434 | 805535.4014566 |
303 | 24291181 | 8279150.06521007 | 16012030.9347899 |
304 | 4215150 | 7602651.33187673 | -3387501.33187673 |
305 | 28652176 | 7937763.20996829 | 20714412.7900317 |
306 | 6851172 | 7644663.83065795 | -793491.830657947 |
307 | 3746871 | 10277106.4168648 | -6530235.41686484 |
308 | 7327861 | 13381112.7272097 | -6053251.72720967 |
309 | 16829710 | 12051268.10652 | 4778441.89347998 |
310 | 13778594 | 10559315.4168648 | 3219278.58313516 |
311 | 6463717 | 9109893.41686484 | -2646176.41686484 |
312 | 8956867 | 10125383.968589 | -1168516.96858898 |
313 | 21204915 | 9551465.63173801 | 11653449.368262 |
314 | 16115855 | 11678086.131738 | 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 | 10305190.9500594 | 20715236.0499406 |
320 | 23798897 | 13409197.2604043 | 10389699.7395957 |
321 | 20770321 | 12079352.6397146 | 8690968.36028538 |
322 | 44410402 | 10587399.9500595 | 33823002.0499405 |
323 | 27037491 | 9137977.95005944 | 17899513.0499406 |
324 | 29627771 | 10153468.5017836 | 19474302.4982164 |
325 | 18189792 | 9579550.16493262 | 8610241.83506738 |
326 | 4654610 | 11706170.6649326 | -7051560.66493262 |
327 | 12307201 | 8335319.13159929 | 3971881.86840071 |
328 | 15300578 | 7658820.39826596 | 7641757.60173404 |
329 | 10623864 | 7993932.27635751 | 2629931.72364249 |
330 | 6880178 | 7700832.89704717 | -820654.897047166 |
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 | -1482563.6647939 |
340 | 8510379 | 7686904.93146056 | 823474.068539438 |
341 | 8182481 | 8022016.80955212 | 160464.19044788 |
342 | 10948683 | 7728917.43024177 | 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 | 69986.5353448281 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
16 | 0.01588321838689 | 0.0317664367737801 | 0.98411678161311 |
17 | 0.00485459628046066 | 0.00970919256092133 | 0.995145403719539 |
18 | 0.00178380401315296 | 0.00356760802630591 | 0.998216195986847 |
19 | 0.000358415246336178 | 0.000716830492672357 | 0.999641584753664 |
20 | 0.00316533183315364 | 0.00633066366630727 | 0.996834668166846 |
21 | 0.00133080089769086 | 0.00266160179538172 | 0.998669199102309 |
22 | 0.000413873680745858 | 0.000827747361491716 | 0.999586126319254 |
23 | 0.00037666774228462 | 0.000753335484569241 | 0.999623332257715 |
24 | 0.0102555174726991 | 0.0205110349453981 | 0.989744482527301 |
25 | 0.00582023607600702 | 0.011640472152014 | 0.994179763923993 |
26 | 0.00292334931847829 | 0.00584669863695658 | 0.997076650681522 |
27 | 0.00136749002933172 | 0.00273498005866344 | 0.998632509970668 |
28 | 0.000649622811075566 | 0.00129924562215113 | 0.999350377188924 |
29 | 0.00101170513184568 | 0.00202341026369135 | 0.998988294868154 |
30 | 0.000513246763056819 | 0.00102649352611364 | 0.999486753236943 |
31 | 0.00698342776035609 | 0.0139668555207122 | 0.993016572239644 |
32 | 0.00413613531519273 | 0.00827227063038547 | 0.995863864684807 |
33 | 0.00252895635143417 | 0.00505791270286834 | 0.997471043648566 |
34 | 0.0458516261467274 | 0.0917032522934548 | 0.954148373853273 |
35 | 0.0485224933240718 | 0.0970449866481436 | 0.951477506675928 |
36 | 0.0551385055449771 | 0.110277011089954 | 0.944861494455023 |
37 | 0.0444307530254065 | 0.088861506050813 | 0.955569246974594 |
38 | 0.032242379775232 | 0.064484759550464 | 0.967757620224768 |
39 | 0.0242533808950282 | 0.0485067617900565 | 0.975746619104972 |
40 | 0.0165335512123642 | 0.0330671024247284 | 0.983466448787636 |
41 | 0.0158818028922615 | 0.0317636057845231 | 0.984118197107739 |
42 | 0.0121411926354454 | 0.0242823852708908 | 0.987858807364555 |
43 | 0.0145216713751132 | 0.0290433427502263 | 0.985478328624887 |
44 | 0.00993096281145689 | 0.0198619256229138 | 0.990069037188543 |
45 | 0.00695875011290498 | 0.01391750022581 | 0.993041249887095 |
46 | 0.0074533375748923 | 0.0149066751497846 | 0.992546662425108 |
47 | 0.00546195137558377 | 0.0109239027511675 | 0.994538048624416 |
48 | 0.0044543170486842 | 0.0089086340973684 | 0.995545682951316 |
49 | 0.00311779407278882 | 0.00623558814557764 | 0.996882205927211 |
50 | 0.00232767521376017 | 0.00465535042752034 | 0.99767232478624 |
51 | 0.0015234643051347 | 0.00304692861026941 | 0.998476535694865 |
52 | 0.00100945281176632 | 0.00201890562353265 | 0.998990547188234 |
53 | 0.000682507356842738 | 0.00136501471368548 | 0.999317492643157 |
54 | 0.000471944410743895 | 0.00094388882148779 | 0.999528055589256 |
55 | 0.000506268641988451 | 0.0010125372839769 | 0.999493731358012 |
56 | 0.000498519556442444 | 0.000997039112884887 | 0.999501480443558 |
57 | 0.000327531785001682 | 0.000655063570003364 | 0.999672468214998 |
58 | 0.000266176346036409 | 0.000532352692072818 | 0.999733823653964 |
59 | 0.000169375214091296 | 0.000338750428182592 | 0.999830624785909 |
60 | 0.000109241189715056 | 0.000218482379430113 | 0.999890758810285 |
61 | 6.97359023324083e-05 | 0.000139471804664817 | 0.999930264097668 |
62 | 4.36468688320218e-05 | 8.72937376640437e-05 | 0.999956353131168 |
63 | 2.67713844849661e-05 | 5.35427689699323e-05 | 0.999973228615515 |
64 | 1.60365918534053e-05 | 3.20731837068105e-05 | 0.999983963408147 |
65 | 9.49414831985528e-06 | 1.89882966397106e-05 | 0.99999050585168 |
66 | 6.43189594580559e-06 | 1.28637918916112e-05 | 0.999993568104054 |
67 | 3.91356342423767e-06 | 7.82712684847534e-06 | 0.999996086436576 |
68 | 2.76647632629687e-06 | 5.53295265259374e-06 | 0.999997233523674 |
69 | 1.67333391346354e-06 | 3.34666782692708e-06 | 0.999998326666087 |
70 | 1.1338378702779e-06 | 2.26767574055579e-06 | 0.99999886616213 |
71 | 6.63319463491145e-07 | 1.32663892698229e-06 | 0.999999336680537 |
72 | 4.104400197076e-07 | 8.208800394152e-07 | 0.99999958955998 |
73 | 2.52093276884473e-07 | 5.04186553768945e-07 | 0.999999747906723 |
74 | 1.46634010169291e-07 | 2.93268020338581e-07 | 0.99999985336599 |
75 | 8.83411318800756e-08 | 1.76682263760151e-07 | 0.999999911658868 |
76 | 4.91536870515676e-08 | 9.83073741031352e-08 | 0.999999950846313 |
77 | 2.73689360615715e-08 | 5.47378721231431e-08 | 0.999999972631064 |
78 | 1.47520003836271e-08 | 2.95040007672542e-08 | 0.999999985248 |
79 | 9.89940673058202e-09 | 1.9798813461164e-08 | 0.999999990100593 |
80 | 0.000103137792601066 | 0.000206275585202133 | 0.999896862207399 |
81 | 7.16528714755461e-05 | 0.000143305742951092 | 0.999928347128524 |
82 | 0.000101053960463579 | 0.000202107920927158 | 0.999898946039536 |
83 | 0.164939691522636 | 0.329879383045272 | 0.835060308477364 |
84 | 0.153783363586254 | 0.307566727172509 | 0.846216636413746 |
85 | 0.150387445034225 | 0.300774890068451 | 0.849612554965774 |
86 | 0.530207279114512 | 0.939585441770976 | 0.469792720885488 |
87 | 0.579810158395274 | 0.840379683209451 | 0.420189841604726 |
88 | 0.712840021375004 | 0.574319957249992 | 0.287159978624996 |
89 | 0.682554761196894 | 0.634890477606211 | 0.317445238803106 |
90 | 0.739838160470171 | 0.520323679059657 | 0.260161839529829 |
91 | 0.721143073785729 | 0.557713852428542 | 0.278856926214271 |
92 | 0.830535254469856 | 0.338929491060289 | 0.169464745530144 |
93 | 0.992541810044018 | 0.0149163799119636 | 0.00745818995598179 |
94 | 0.991047494911286 | 0.0179050101774273 | 0.00895250508871366 |
95 | 0.992255859874958 | 0.0154882802500834 | 0.0077441401250417 |
96 | 0.991867461529197 | 0.0162650769416066 | 0.00813253847080328 |
97 | 0.989849457175192 | 0.0203010856496163 | 0.0101505428248082 |
98 | 0.988764957640508 | 0.0224700847189839 | 0.011235042359492 |
99 | 0.98807292093817 | 0.0238541581236603 | 0.0119270790618302 |
100 | 0.986982385800848 | 0.0260352283983036 | 0.0130176141991518 |
101 | 0.985914073515991 | 0.0281718529680184 | 0.0140859264840092 |
102 | 0.986299993414504 | 0.0274000131709926 | 0.0137000065854963 |
103 | 0.986389978271822 | 0.0272200434563558 | 0.0136100217281779 |
104 | 0.98474079289173 | 0.0305184142165408 | 0.0152592071082704 |
105 | 0.9839072304034 | 0.0321855391931999 | 0.0160927695965999 |
106 | 0.980824810899882 | 0.0383503782002354 | 0.0191751891001177 |
107 | 0.979762386474569 | 0.0404752270508629 | 0.0202376135254315 |
108 | 0.975629482451014 | 0.0487410350979716 | 0.0243705175489858 |
109 | 0.988813722270742 | 0.0223725554585154 | 0.0111862777292577 |
110 | 0.987758311541174 | 0.0244833769176515 | 0.0122416884588257 |
111 | 0.985967694129024 | 0.028064611741953 | 0.0140323058709765 |
112 | 0.983509351208664 | 0.0329812975826715 | 0.0164906487913358 |
113 | 0.980257887838632 | 0.0394842243227363 | 0.0197421121613682 |
114 | 0.977130812340619 | 0.0457383753187625 | 0.0228691876593812 |
115 | 0.975086921269246 | 0.0498261574615071 | 0.0249130787307535 |
116 | 0.974095069062036 | 0.0518098618759277 | 0.0259049309379639 |
117 | 0.995033068751314 | 0.00993386249737288 | 0.00496693124868644 |
118 | 0.996874863460309 | 0.0062502730793825 | 0.00312513653969125 |
119 | 0.996540619395289 | 0.00691876120942133 | 0.00345938060471067 |
120 | 0.995848055494599 | 0.00830388901080109 | 0.00415194450540055 |
121 | 0.995254371785844 | 0.0094912564283126 | 0.0047456282141563 |
122 | 0.999296318124468 | 0.00140736375106412 | 0.000703681875532059 |
123 | 0.999999609301974 | 7.81396051238884e-07 | 3.90698025619442e-07 |
124 | 0.999999823372263 | 3.5325547421055e-07 | 1.76627737105275e-07 |
125 | 0.999999925570494 | 1.48859012839333e-07 | 7.44295064196665e-08 |
126 | 0.999999918010074 | 1.63979851465899e-07 | 8.19899257329493e-08 |
127 | 0.999999975444004 | 4.91119913436713e-08 | 2.45559956718357e-08 |
128 | 0.999999984729556 | 3.05408888506781e-08 | 1.5270444425339e-08 |
129 | 0.999999991666317 | 1.66673666291873e-08 | 8.33368331459367e-09 |
130 | 0.999999992279378 | 1.54412444842752e-08 | 7.72062224213758e-09 |
131 | 0.99999999587571 | 8.24858092396107e-09 | 4.12429046198054e-09 |
132 | 0.9999999956172 | 8.76559981183323e-09 | 4.38279990591661e-09 |
133 | 0.999999995494209 | 9.0115817732468e-09 | 4.5057908866234e-09 |
134 | 0.999999996697737 | 6.6045255181871e-09 | 3.30226275909355e-09 |
135 | 0.999999996757815 | 6.48436932331557e-09 | 3.24218466165778e-09 |
136 | 0.999999996935836 | 6.12832890962384e-09 | 3.06416445481192e-09 |
137 | 0.999999996531291 | 6.93741776078526e-09 | 3.46870888039263e-09 |
138 | 0.999999996482632 | 7.03473541695907e-09 | 3.51736770847953e-09 |
139 | 0.999999996715809 | 6.56838235946055e-09 | 3.28419117973027e-09 |
140 | 0.999999998216957 | 3.56608683333482e-09 | 1.78304341666741e-09 |
141 | 0.999999998634295 | 2.73141031671007e-09 | 1.36570515835504e-09 |
142 | 0.999999998576207 | 2.84758575737731e-09 | 1.42379287868865e-09 |
143 | 0.999999998573176 | 2.85364770459303e-09 | 1.42682385229652e-09 |
144 | 0.999999999306464 | 1.3870711612845e-09 | 6.9353558064225e-10 |
145 | 0.999999999140716 | 1.71856840693343e-09 | 8.59284203466717e-10 |
146 | 0.999999999106759 | 1.78648239646562e-09 | 8.9324119823281e-10 |
147 | 0.999999999104195 | 1.79161008524133e-09 | 8.95805042620665e-10 |
148 | 0.999999999019493 | 1.9610138651419e-09 | 9.80506932570952e-10 |
149 | 0.999999998813528 | 2.37294415362187e-09 | 1.18647207681093e-09 |
150 | 0.999999998618511 | 2.76297906581062e-09 | 1.38148953290531e-09 |
151 | 0.999999998462142 | 3.07571640048833e-09 | 1.53785820024417e-09 |
152 | 0.999999998787873 | 2.42425316143952e-09 | 1.21212658071976e-09 |
153 | 0.999999998833203 | 2.33359304027984e-09 | 1.16679652013992e-09 |
154 | 0.99999999860376 | 2.7924809293707e-09 | 1.39624046468535e-09 |
155 | 0.999999998517636 | 2.96472732404108e-09 | 1.48236366202054e-09 |
156 | 0.99999999805558 | 3.88884006673215e-09 | 1.94442003336607e-09 |
157 | 0.999999997307701 | 5.38459854304206e-09 | 2.69229927152103e-09 |
158 | 0.999999996503929 | 6.99214262052055e-09 | 3.49607131026028e-09 |
159 | 0.999999995766513 | 8.46697392041754e-09 | 4.23348696020877e-09 |
160 | 0.999999994754596 | 1.04908073158415e-08 | 5.24540365792074e-09 |
161 | 0.999999992908651 | 1.41826978841118e-08 | 7.09134894205589e-09 |
162 | 0.999999990656713 | 1.86865733007626e-08 | 9.34328665038128e-09 |
163 | 0.999999988757426 | 2.24851486138347e-08 | 1.12425743069173e-08 |
164 | 0.999999987005295 | 2.598941008338e-08 | 1.299470504169e-08 |
165 | 0.999999984707108 | 3.05857842157348e-08 | 1.52928921078674e-08 |
166 | 0.999999981774552 | 3.64508952070836e-08 | 1.82254476035418e-08 |
167 | 0.999999977067529 | 4.58649426413902e-08 | 2.29324713206951e-08 |
168 | 0.999999970533504 | 5.89329926131153e-08 | 2.94664963065577e-08 |
169 | 0.999999958853528 | 8.22929434407121e-08 | 4.11464717203561e-08 |
170 | 0.999999944219686 | 1.11560627771391e-07 | 5.57803138856956e-08 |
171 | 0.999999926296818 | 1.4740636488529e-07 | 7.37031824426451e-08 |
172 | 0.999999911631837 | 1.7673632657791e-07 | 8.83681632889551e-08 |
173 | 0.999999880762603 | 2.38474793950633e-07 | 1.19237396975316e-07 |
174 | 0.99999989178439 | 2.16431219230624e-07 | 1.08215609615312e-07 |
175 | 0.999999860537413 | 2.78925173473659e-07 | 1.3946258673683e-07 |
176 | 0.999999838519553 | 3.22960894476851e-07 | 1.61480447238425e-07 |
177 | 0.999999802428538 | 3.95142923022105e-07 | 1.97571461511053e-07 |
178 | 0.999999734598475 | 5.30803049053945e-07 | 2.65401524526973e-07 |
179 | 0.999999650583624 | 6.98832752621557e-07 | 3.49416376310778e-07 |
180 | 0.999999499895054 | 1.00020989132125e-06 | 5.00104945660624e-07 |
181 | 0.999999285203081 | 1.42959383787224e-06 | 7.14796918936119e-07 |
182 | 0.999999095130514 | 1.80973897256166e-06 | 9.04869486280831e-07 |
183 | 0.999998823941265 | 2.35211746918325e-06 | 1.17605873459162e-06 |
184 | 0.999998576434699 | 2.84713060289509e-06 | 1.42356530144755e-06 |
185 | 0.999998194905508 | 3.61018898425382e-06 | 1.80509449212691e-06 |
186 | 0.999999158236527 | 1.6835269458403e-06 | 8.41763472920149e-07 |
187 | 0.999998904306987 | 2.19138602582272e-06 | 1.09569301291136e-06 |
188 | 0.999998596870592 | 2.80625881631691e-06 | 1.40312940815846e-06 |
189 | 0.999998184265318 | 3.63146936424698e-06 | 1.81573468212349e-06 |
190 | 0.999997539024109 | 4.92195178096669e-06 | 2.46097589048335e-06 |
191 | 0.999996859587935 | 6.28082413058389e-06 | 3.14041206529195e-06 |
192 | 0.999995587073392 | 8.82585321648511e-06 | 4.41292660824255e-06 |
193 | 0.999993966854797 | 1.20662904049958e-05 | 6.03314520249788e-06 |
194 | 0.999991868405856 | 1.62631882883659e-05 | 8.13159414418296e-06 |
195 | 0.999989476442367 | 2.10471152659688e-05 | 1.05235576329844e-05 |
196 | 0.999986345356539 | 2.7309286921354e-05 | 1.3654643460677e-05 |
197 | 0.999981987288944 | 3.60254221127825e-05 | 1.80127110563913e-05 |
198 | 0.999980358938033 | 3.92821239346357e-05 | 1.96410619673178e-05 |
199 | 0.999979503130681 | 4.09937386373631e-05 | 2.04968693186815e-05 |
200 | 0.999973862588804 | 5.2274822391692e-05 | 2.6137411195846e-05 |
201 | 0.999966292258034 | 6.74154839314909e-05 | 3.37077419657454e-05 |
202 | 0.999955195759944 | 8.96084801126298e-05 | 4.48042400563149e-05 |
203 | 0.999941716455589 | 0.000116567088822722 | 5.8283544411361e-05 |
204 | 0.999920487077558 | 0.000159025844884866 | 7.95129224424332e-05 |
205 | 0.999892078220556 | 0.0002158435588871 | 0.00010792177944355 |
206 | 0.999860949975931 | 0.000278100048138102 | 0.000139050024069051 |
207 | 0.999819413499863 | 0.000361173000273489 | 0.000180586500136745 |
208 | 0.99977486527928 | 0.000450269441439924 | 0.000225134720719962 |
209 | 0.999705877109697 | 0.000588245780606705 | 0.000294122890303352 |
210 | 0.999631976919994 | 0.000736046160011142 | 0.000368023080005571 |
211 | 0.999535174692766 | 0.000929650614467979 | 0.000464825307233989 |
212 | 0.999998202067823 | 3.59586435494682e-06 | 1.79793217747341e-06 |
213 | 0.999997515783811 | 4.9684323783495e-06 | 2.48421618917475e-06 |
214 | 0.999996492381509 | 7.01523698110728e-06 | 3.50761849055364e-06 |
215 | 0.999995215973237 | 9.56805352683284e-06 | 4.78402676341642e-06 |
216 | 0.999993072863103 | 1.38542737934325e-05 | 6.92713689671625e-06 |
217 | 0.99999009510046 | 1.98097990800218e-05 | 9.90489954001089e-06 |
218 | 0.999986418037415 | 2.7163925169613e-05 | 1.35819625848065e-05 |
219 | 0.999982792462906 | 3.44150741883373e-05 | 1.72075370941686e-05 |
220 | 0.999978112995044 | 4.37740099118389e-05 | 2.18870049559195e-05 |
221 | 0.999969823570176 | 6.0352859648457e-05 | 3.01764298242285e-05 |
222 | 0.999962974429857 | 7.40511402851453e-05 | 3.70255701425726e-05 |
223 | 0.999951876108225 | 9.62477835497426e-05 | 4.81238917748713e-05 |
224 | 0.999941053624099 | 0.000117892751802848 | 5.89463759014241e-05 |
225 | 0.999922320063156 | 0.000155359873688547 | 7.76799368442735e-05 |
226 | 0.999893088113027 | 0.000213823773946222 | 0.000106911886973111 |
227 | 0.999856428540716 | 0.00028714291856746 | 0.00014357145928373 |
228 | 0.999804758535175 | 0.000390482929650138 | 0.000195241464825069 |
229 | 0.999734125357448 | 0.000531749285104126 | 0.000265874642552063 |
230 | 0.999653255255284 | 0.000693489489431232 | 0.000346744744715616 |
231 | 0.999539926486544 | 0.000920147026912413 | 0.000460073513456207 |
232 | 0.999404077207257 | 0.0011918455854869 | 0.000595922792743452 |
233 | 0.999257960164926 | 0.00148407967014745 | 0.000742039835073723 |
234 | 0.999107737593915 | 0.0017845248121695 | 0.000892262406084752 |
235 | 0.998837404792547 | 0.00232519041490536 | 0.00116259520745268 |
236 | 0.998578123746995 | 0.00284375250601092 | 0.00142187625300546 |
237 | 0.998190607500316 | 0.00361878499936869 | 0.00180939249968434 |
238 | 0.997707201673342 | 0.00458559665331551 | 0.00229279832665776 |
239 | 0.997038225051358 | 0.00592354989728498 | 0.00296177494864249 |
240 | 0.99617327991121 | 0.00765344017758093 | 0.00382672008879047 |
241 | 0.995177162432644 | 0.00964567513471157 | 0.00482283756735578 |
242 | 0.99421462393842 | 0.0115707521231606 | 0.00578537606158028 |
243 | 0.992655634540345 | 0.0146887309193101 | 0.00734436545965503 |
244 | 0.990917992220326 | 0.0181640155593475 | 0.00908200777967376 |
245 | 0.988575553310448 | 0.0228488933791046 | 0.0114244466895523 |
246 | 0.985905637185312 | 0.0281887256293766 | 0.0140943628146883 |
247 | 0.98248064201063 | 0.0350387159787402 | 0.0175193579893701 |
248 | 0.97912768402217 | 0.0417446319556608 | 0.0208723159778304 |
249 | 0.974188006894955 | 0.0516239862100909 | 0.0258119931050454 |
250 | 0.968366744507982 | 0.0632665109840358 | 0.0316332554920179 |
251 | 0.961602321457463 | 0.0767953570850745 | 0.0383976785425372 |
252 | 0.956204448491784 | 0.0875911030164314 | 0.0437955515082157 |
253 | 0.947459761653253 | 0.105080476693494 | 0.0525402383467468 |
254 | 0.937939658860995 | 0.12412068227801 | 0.0620603411390051 |
255 | 0.926039464383324 | 0.147921071233352 | 0.073960535616676 |
256 | 0.914133119613427 | 0.171733760773145 | 0.0858668803865725 |
257 | 0.898724155058323 | 0.202551689883355 | 0.101275844941677 |
258 | 0.882142325983772 | 0.235715348032455 | 0.117857674016228 |
259 | 0.866419651619316 | 0.267160696761367 | 0.133580348380684 |
260 | 0.848538882687048 | 0.302922234625904 | 0.151461117312952 |
261 | 0.834478076602838 | 0.331043846794323 | 0.165521923397161 |
262 | 0.817022805858162 | 0.365954388283676 | 0.182977194141838 |
263 | 0.793706112699224 | 0.412587774601552 | 0.206293887300776 |
264 | 0.777598395834356 | 0.444803208331288 | 0.222401604165644 |
265 | 0.759290617270016 | 0.481418765459969 | 0.240709382729984 |
266 | 0.766127622712601 | 0.467744754574798 | 0.233872377287399 |
267 | 0.737155062839172 | 0.525689874321656 | 0.262844937160828 |
268 | 0.705042823718295 | 0.589914352563409 | 0.294957176281705 |
269 | 0.674184676837094 | 0.651630646325812 | 0.325815323162906 |
270 | 0.638928006340364 | 0.722143987319273 | 0.361071993659636 |
271 | 0.615679241186936 | 0.768641517626128 | 0.384320758813064 |
272 | 0.591739985715963 | 0.816520028568074 | 0.408260014284037 |
273 | 0.591557073841005 | 0.816885852317991 | 0.408442926158995 |
274 | 0.591664169547042 | 0.816671660905916 | 0.408335830452958 |
275 | 0.561084969756297 | 0.877830060487406 | 0.438915030243703 |
276 | 0.554760919349616 | 0.890478161300768 | 0.445239080650384 |
277 | 0.565619252465386 | 0.868761495069228 | 0.434380747534614 |
278 | 0.646476892313489 | 0.707046215373022 | 0.353523107686511 |
279 | 0.617974251390926 | 0.764051497218148 | 0.382025748609074 |
280 | 0.580721666696224 | 0.838556666607551 | 0.419278333303776 |
281 | 0.5607868404766 | 0.8784263190468 | 0.4392131595234 |
282 | 0.520689101074533 | 0.958621797850934 | 0.479310898925467 |
283 | 0.499056797259579 | 0.998113594519158 | 0.500943202740421 |
284 | 0.480994472783515 | 0.96198894556703 | 0.519005527216485 |
285 | 0.471284891214188 | 0.942569782428377 | 0.528715108785812 |
286 | 0.484688892656403 | 0.969377785312806 | 0.515311107343597 |
287 | 0.455922561543974 | 0.911845123087948 | 0.544077438456026 |
288 | 0.461567053034753 | 0.923134106069507 | 0.538432946965247 |
289 | 0.470212915103521 | 0.940425830207042 | 0.529787084896479 |
290 | 0.433627820286161 | 0.867255640572322 | 0.566372179713839 |
291 | 0.39283653278691 | 0.78567306557382 | 0.60716346721309 |
292 | 0.359770921443475 | 0.719541842886951 | 0.640229078556525 |
293 | 0.353729259872072 | 0.707458519744145 | 0.646270740127928 |
294 | 0.330833789060286 | 0.661667578120572 | 0.669166210939714 |
295 | 0.317317878742793 | 0.634635757485586 | 0.682682121257207 |
296 | 0.294062326236446 | 0.588124652472892 | 0.705937673763554 |
297 | 0.27077407607926 | 0.54154815215852 | 0.72922592392074 |
298 | 0.293028804816041 | 0.586057609632082 | 0.706971195183959 |
299 | 0.258262093356278 | 0.516524186712557 | 0.741737906643722 |
300 | 0.254641516968988 | 0.509283033937976 | 0.745358483031012 |
301 | 0.237339442637788 | 0.474678885275576 | 0.762660557362212 |
302 | 0.225417030832458 | 0.450834061664917 | 0.774582969167542 |
303 | 0.252917196395806 | 0.505834392791611 | 0.747082803604195 |
304 | 0.239929679556096 | 0.479859359112192 | 0.760070320443904 |
305 | 0.283084865323317 | 0.566169730646634 | 0.716915134676683 |
306 | 0.250524566727929 | 0.501049133455858 | 0.749475433272071 |
307 | 0.321254400635946 | 0.642508801271892 | 0.678745599364054 |
308 | 0.309917516109213 | 0.619835032218426 | 0.690082483890787 |
309 | 0.296330939906781 | 0.592661879813563 | 0.703669060093219 |
310 | 0.337992957503249 | 0.675985915006497 | 0.662007042496751 |
311 | 0.361770077132151 | 0.723540154264302 | 0.638229922867849 |
312 | 0.439235295397205 | 0.878470590794411 | 0.560764704602795 |
313 | 0.393929829223957 | 0.787859658447913 | 0.606070170776043 |
314 | 0.410912050739848 | 0.821824101479696 | 0.589087949260152 |
315 | 0.476633722659916 | 0.953267445319832 | 0.523366277340084 |
316 | 0.43442607401437 | 0.86885214802874 | 0.56557392598563 |
317 | 0.380612039844355 | 0.76122407968871 | 0.619387960155645 |
318 | 0.328007925881471 | 0.656015851762943 | 0.671992074118529 |
319 | 0.299808564342179 | 0.599617128684358 | 0.700191435657821 |
320 | 0.257027708484646 | 0.514055416969292 | 0.742972291515354 |
321 | 0.251547732421318 | 0.503095464842636 | 0.748452267578682 |
322 | 0.363001829089344 | 0.726003658178688 | 0.636998170910656 |
323 | 0.348153114419566 | 0.696306228839133 | 0.651846885580434 |
324 | 0.315305230614096 | 0.630610461228192 | 0.684694769385904 |
325 | 0.254428376799988 | 0.508856753599976 | 0.745571623200012 |
326 | 0.647142490379578 | 0.705715019240844 | 0.352857509620422 |
327 | 0.595279514856138 | 0.809440970287723 | 0.404720485143862 |
328 | 0.525297130429696 | 0.949405739140609 | 0.474702869570304 |
329 | 0.451963806958878 | 0.903927613917755 | 0.548036193041122 |
330 | 0.439841500028281 | 0.879683000056563 | 0.560158499971719 |
331 | 0.45501000845549 | 0.91002001691098 | 0.54498999154451 |
332 | 0.376120001120065 | 0.752240002240131 | 0.623879998879935 |
333 | 0.804120446975192 | 0.391759106049616 | 0.195879553024808 |
334 | 0.704149841494164 | 0.591700317011672 | 0.295850158505836 |
335 | 0.584460476017259 | 0.831079047965483 | 0.415539523982741 |
336 | 0.732613299761111 | 0.534773400477777 | 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 |