Multiple Linear Regression - Estimated Regression Equation |
CCScore [t] = + 12643.2666340819 + 0.0816834896133914Costs[t] + 0.409653715041103Trades[t] -0.0146582706350887Orders[t] + 0.00695828453847412Dividends[t] -0.00620844609687738Wealth[t] -0.0220034826398095WRank[t] -0.0251392946483144`Profit/Trades`[t] + 0.00519706906003111`Profit/Cost`[t] + 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) | 12643.2666340819 | 4776.877546 | 2.6468 | 0.008431 | 0.004215 |
Costs | 0.0816834896133914 | 0.034053 | 2.3987 | 0.016885 | 0.008443 |
Trades | 0.409653715041103 | 0.037504 | 10.9229 | 0 | 0 |
Orders | -0.0146582706350887 | 0.0384 | -0.3817 | 0.702857 | 0.351428 |
Dividends | 0.00695828453847412 | 0.006158 | 1.13 | 0.259112 | 0.129556 |
Wealth | -0.00620844609687738 | 0.006098 | -1.0181 | 0.309219 | 0.15461 |
WRank | -0.0220034826398095 | 0.032918 | -0.6684 | 0.504218 | 0.252109 |
`Profit/Trades` | -0.0251392946483144 | 0.03867 | -0.6501 | 0.515983 | 0.257991 |
`Profit/Cost` | 0.00519706906003111 | 0.037623 | 0.1381 | 0.890199 | 0.445099 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.506378733356555 |
R-squared | 0.256419421595789 |
Adjusted R-squared | 0.242323107313244 |
F-TEST (value) | 18.1905295566031 |
F-TEST (DF numerator) | 8 |
F-TEST (DF denominator) | 422 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 57399.7665423969 |
Sum Squared Residuals | 1390377410029.34 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 56289 | -11308.3277673972 | 67597.3277673972 |
2 | 28328 | -11395.7973957188 | 39723.7973957188 |
3 | 17936 | -4700.89724658897 | 22636.8972465890 |
4 | 4145 | 18222.8071280746 | -14077.8071280746 |
5 | 3040 | 8744.02621408481 | -5704.02621408481 |
6 | 2964 | 6933.45075793953 | -3969.45075793953 |
7 | 2865 | 8333.7088199408 | -5468.7088199408 |
8 | 2854 | 6025.39221821394 | -3171.39221821394 |
9 | 2167 | 10174.7061688595 | -8007.70616885945 |
10 | 1974 | 5099.15888864883 | -3125.15888864883 |
11 | 1910 | 9654.19975006326 | -7744.19975006326 |
12 | 1871 | 7762.40389363329 | -5891.40389363329 |
13 | 943 | 5344.09193332195 | -4401.09193332195 |
14 | 929 | 15104.6398314583 | -14175.6398314583 |
15 | 822 | 9731.29943659368 | -8909.29943659368 |
16 | 819 | 7509.32453058586 | -6690.32453058586 |
17 | 769 | 11205.7777978304 | -10436.7777978304 |
18 | 745 | 10088.1248192059 | -9343.12481920593 |
19 | 652 | 9834.19425465133 | -9182.19425465133 |
20 | 643 | 12325.5549680399 | -11682.5549680399 |
21 | 601 | 8863.8788170424 | -8262.8788170424 |
22 | 446 | 10482.2001324410 | -10036.2001324410 |
23 | 436 | 10439.2218023252 | -10003.2218023252 |
24 | 379 | 12650.3588253935 | -12271.3588253935 |
25 | 305 | 12319.9409824743 | -12014.9409824743 |
26 | 284 | 10616.9962073987 | -10332.9962073987 |
27 | 247 | 11410.7273026228 | -11163.7273026228 |
28 | 238 | 12595.7540280720 | -12357.7540280720 |
29 | 223 | 8298.84989849045 | -8075.84989849045 |
30 | 220 | 11565.4600189412 | -11345.4600189412 |
31 | 217 | 8821.20721160293 | -8604.20721160293 |
32 | 199 | 10703.8607536702 | -10504.8607536702 |
33 | 195 | 8886.75983622106 | -8691.75983622106 |
34 | 163 | 9826.8671794801 | -9663.8671794801 |
35 | 154 | 10426.0322333949 | -10272.0322333949 |
36 | 143 | 12555.0269075050 | -12412.0269075050 |
37 | 135 | 10042.2548415694 | -9907.25484156938 |
38 | 132 | 9409.27443849377 | -9277.27443849377 |
39 | 120 | 10672.1167628804 | -10552.1167628804 |
40 | 119 | 12290.3138138876 | -12171.3138138876 |
41 | 108 | 12705.3304409404 | -12597.3304409404 |
42 | 104 | 12250.0801737968 | -12146.0801737968 |
43 | 101 | 10607.8167046858 | -10506.8167046858 |
44 | 90 | 11660.2579981803 | -11570.2579981803 |
45 | 85 | 11044.5186607253 | -10959.5186607253 |
46 | 74 | 11140.6251824876 | -11066.6251824876 |
47 | 73 | 12272.4867135539 | -12199.4867135539 |
48 | 70 | 11644.0035751169 | -11574.0035751169 |
49 | 67 | 10931.9240727636 | -10864.9240727636 |
50 | 66 | 12161.7642096438 | -12095.7642096438 |
51 | 66 | 10324.6655939105 | -10258.6655939105 |
52 | 66 | 10707.4424227212 | -10641.4424227212 |
53 | 59 | 11483.6949773899 | -11424.6949773899 |
54 | 58 | 10496.7596053299 | -10438.7596053299 |
55 | 58 | 12710.7716674850 | -12652.7716674850 |
56 | 54 | 10728.8293812728 | -10674.8293812728 |
57 | 53 | 7984.65900078683 | -7931.65900078683 |
58 | 49 | 10853.9199810693 | -10804.9199810693 |
59 | 49 | 11329.4273738886 | -11280.4273738886 |
60 | 44 | 11598.5444591951 | -11554.5444591951 |
61 | 39 | 10552.2053344402 | -10513.2053344402 |
62 | 38 | 12319.2828991176 | -12281.2828991176 |
63 | 38 | 10838.0118083148 | -10800.0118083148 |
64 | 37 | 11557.895450047 | -11520.895450047 |
65 | 36 | 11047.7762079128 | -11011.7762079128 |
66 | 35 | 12514.8449040538 | -12479.8449040538 |
67 | 34 | 11656.4581248879 | -11622.4581248879 |
68 | 33 | 10970.8147463360 | -10937.8147463360 |
69 | 32 | 11333.7110933846 | -11301.7110933846 |
70 | 32 | 10966.6249013154 | -10934.6249013154 |
71 | 31 | 11840.5967125803 | -11809.5967125803 |
72 | 31 | 10909.5940531539 | -10878.5940531539 |
73 | 30 | 11499.1559639005 | -11469.1559639005 |
74 | 30 | 10933.3163509075 | -10903.3163509075 |
75 | 30 | 11055.8128193986 | -11025.8128193986 |
76 | 28 | 11733.7002837438 | -11705.7002837438 |
77 | 26 | 11167.3152480195 | -11141.3152480195 |
78 | 26 | 11741.7239999946 | -11715.7239999946 |
79 | 26 | 11308.1144998629 | -11282.1144998629 |
80 | 25 | 11455.9916837604 | -11430.9916837604 |
81 | 25 | 10889.7099005820 | -10864.7099005820 |
82 | 24 | 10958.9376655939 | -10934.9376655939 |
83 | 24 | 11448.5128158021 | -11424.5128158021 |
84 | 23 | 10968.9049752420 | -10945.9049752420 |
85 | 23 | 10764.8724407092 | -10741.8724407092 |
86 | 22 | 11308.5621529476 | -11286.5621529476 |
87 | 22 | 10680.9195698235 | -10658.9195698235 |
88 | 22 | 10939.5816941178 | -10917.5816941178 |
89 | 20 | 11616.1078816979 | -11596.1078816979 |
90 | 20 | 10589.9313089732 | -10569.9313089732 |
91 | 19 | 10955.9838273620 | -10936.9838273620 |
92 | 18 | 11016.5909443824 | -10998.5909443824 |
93 | 17 | 10435.7580038420 | -10418.7580038420 |
94 | 16 | 11768.1998968101 | -11752.1998968101 |
95 | 14 | 10759.7005115763 | -10745.7005115763 |
96 | 14 | 10886.2244250862 | -10872.2244250862 |
97 | 14 | 10074.0623776820 | -10060.0623776820 |
98 | 13 | 11257.0321812754 | -11244.0321812754 |
99 | 13 | 11028.0060886198 | -11015.0060886198 |
100 | 13 | 11024.1877764556 | -11011.1877764556 |
101 | 13 | 11290.6762731324 | -11277.6762731324 |
102 | 13 | 11854.9551654492 | -11841.9551654492 |
103 | 12 | 11808.1606551488 | -11796.1606551488 |
104 | 12 | 11374.0831606229 | -11362.0831606229 |
105 | 11 | 10882.1307854401 | -10871.1307854401 |
106 | 10 | 11452.5885046662 | -11442.5885046662 |
107 | 10 | 12587.4531485461 | -12577.4531485461 |
108 | 10 | 9937.21194402893 | -9927.21194402893 |
109 | 10 | 11787.8298853422 | -11777.8298853422 |
110 | 10 | 11728.1145897553 | -11718.1145897553 |
111 | 9 | 10490.7945973157 | -10481.7945973157 |
112 | 9 | 12305.7286431033 | -12296.7286431033 |
113 | 9 | 11835.3109709227 | -11826.3109709227 |
114 | 6 | 11393.2132206277 | -11387.2132206277 |
115 | 6 | 10315.3095175312 | -10309.3095175312 |
116 | 6 | 10947.0248713567 | -10941.0248713567 |
117 | 5 | 11083.0281444561 | -11078.0281444561 |
118 | 5 | 10410.1009455996 | -10405.1009455996 |
119 | 5 | 12007.8880870927 | -12002.8880870927 |
120 | 4 | 11160.8685172773 | -11156.8685172773 |
121 | 4 | 11932.4701959070 | -11928.4701959070 |
122 | 3 | 10868.3644296087 | -10865.3644296087 |
123 | 2 | 11215.2300968081 | -11213.2300968081 |
124 | 2 | 10313.3701319118 | -10311.3701319118 |
125 | 1 | 11014.4743662284 | -11013.4743662284 |
126 | 1 | 12072.7148882625 | -12071.7148882625 |
127 | 7 | 11104.0398005323 | -11097.0398005323 |
128 | 28 | 32813.7374285901 | -32785.7374285901 |
129 | 0 | 31684.9903689328 | -31684.9903689328 |
130 | 60630 | 32894.972747254 | 27735.027252746 |
131 | 55637 | 38225.2797175794 | 17411.7202824206 |
132 | 60720 | 42815.1685069797 | 17904.8314930203 |
133 | 323 | 38579.9642616480 | -38256.9642616480 |
134 | 329 | 16886.0026465219 | -16557.0026465219 |
135 | 299 | 14663.6072329870 | -14364.6072329870 |
136 | 145 | 13961.9599603323 | -13816.9599603323 |
137 | 304 | 13925.1866176918 | -13621.1866176918 |
138 | 303 | 27616.8477758998 | -27313.8477758998 |
139 | 188 | 14685.6276204987 | -14497.6276204987 |
140 | 322 | 5317.36955801454 | -4995.36955801454 |
141 | 1002 | 5321.30078731378 | -4319.30078731378 |
142 | 36 | 13745.3539071525 | -13709.3539071525 |
143 | 460 | 13018.8073375146 | -12558.8073375146 |
144 | 309 | 13818.6039454233 | -13509.6039454233 |
145 | 0 | 13759.2661543374 | -13759.2661543374 |
146 | 7 | 13946.2648330682 | -13939.2648330682 |
147 | 2 | 146692.887330167 | -146690.887330167 |
148 | 0 | 151273.199675522 | -151273.199675522 |
149 | 7 | 147768.455560672 | -147761.455560672 |
150 | 46 | 136922.558556966 | -136876.558556966 |
151 | 5 | 142921.902607245 | -142916.902607245 |
152 | 297765 | 147098.044544738 | 150666.955455262 |
153 | 315245 | 16627.6647023206 | 298617.335297679 |
154 | 315380 | 28636.7690995426 | 286743.230900457 |
155 | 0 | 3397.64789737754 | -3397.64789737754 |
156 | 0 | 9673.89523697691 | -9673.89523697691 |
157 | 0 | 10523.2123889282 | -10523.2123889282 |
158 | 0 | 11103.0671994226 | -11103.0671994226 |
159 | 60720 | 32895.9899748056 | 27824.0100251944 |
160 | 218 | 38601.9975764737 | -38383.9975764737 |
161 | 220 | 5735.86710521184 | -5515.86710521184 |
162 | 225 | 5788.1901289333 | -5563.1901289333 |
163 | 2432 | 5548.35495228769 | -3116.35495228769 |
164 | 757 | 5321.97954826928 | -4564.97954826928 |
165 | 4655 | 14427.4106966856 | -9772.41069668556 |
166 | 0 | 14175.2629372413 | -14175.2629372413 |
167 | 0 | 13946.5281972127 | -13946.5281972127 |
168 | 312412 | 147116.149301704 | 165295.850698296 |
169 | 315380 | 24451.7632359135 | 290928.236764087 |
170 | 12177 | 3511.59498060788 | 8665.40501939212 |
171 | 0 | 3424.04058904543 | -3424.04058904543 |
172 | 0 | 10833.1352405433 | -10833.1352405433 |
173 | 0 | 11189.8796488463 | -11189.8796488463 |
174 | 0 | 8193.66828359333 | -8193.66828359333 |
175 | 0 | 11103.1552133532 | -11103.1552133532 |
176 | 71642 | 32873.6935157140 | 38768.3064842860 |
177 | 71641 | 41951.2176755182 | 29689.7823244818 |
178 | 55792 | 39409.122199316 | 16382.877800684 |
179 | 71873 | 38403.8703946586 | 33469.1296053414 |
180 | 62555 | 37061.8950566024 | 25493.1049433976 |
181 | 60370 | 38166.7822530702 | 22203.2177469298 |
182 | 64873 | 39718.4860510224 | 25154.5139489776 |
183 | 62041 | 41364.6167895592 | 20676.3832104408 |
184 | 65745 | 38035.5660771224 | 27709.4339228776 |
185 | 60720 | 36367.6779265245 | 24352.3220734755 |
186 | 146 | 38642.4682879710 | -38496.4682879710 |
187 | 179 | 15357.2771270347 | -15178.2771270347 |
188 | 819 | 5471.72487909899 | -4652.72487909899 |
189 | 28 | 5322.15552333182 | -5294.15552333182 |
190 | 0 | 12570.6859465471 | -12570.6859465471 |
191 | 89 | 13821.3666434757 | -13732.3666434757 |
192 | 0 | 189742.390123307 | -189742.390123307 |
193 | 315380 | 147111.446314301 | 168268.553685699 |
194 | 3479 | 4121.25596850432 | -642.255968504321 |
195 | 0 | 3392.13646625165 | -3392.13646625165 |
196 | 0 | 11102.2530705649 | -11102.2530705649 |
197 | 50804 | 32891.1504116618 | 17912.8495883382 |
198 | 87390 | 37312.1572474632 | 50077.8427525368 |
199 | 61656 | 39175.2862478444 | 22480.7137521556 |
200 | 65688 | 37761.6575948327 | 27926.3424051673 |
201 | 60720 | 38304.7744036308 | 22415.2255963692 |
202 | 103 | 39071.1121217936 | -38968.1121217936 |
203 | 346 | 13131.8359594805 | -12785.8359594805 |
204 | 0 | 3827.18394655269 | -3827.18394655269 |
205 | 32 | 11104.6088412401 | -11072.6088412401 |
206 | 20 | 31385.8696820704 | -31365.8696820704 |
207 | 7 | 33770.874527888 | -33763.874527888 |
208 | 0 | 33738.4295619125 | -33738.4295619125 |
209 | 60831 | 32895.5768164725 | 27935.4231835275 |
210 | 60646 | 38329.0594906394 | 22316.9405093606 |
211 | 60720 | 38599.7582311942 | 22120.2417688058 |
212 | 135 | 38760.0343197319 | -38625.0343197319 |
213 | 373 | 13037.3208800818 | -12664.3208800818 |
214 | 198 | 14866.8941407456 | -14668.8941407456 |
215 | 36505 | 5621.05683234708 | 30883.9431676529 |
216 | 239 | 5608.7217806056 | -5369.7217806056 |
217 | 5924 | 5626.24143371037 | 297.758566289629 |
218 | 413 | 5461.69712832148 | -5048.69712832148 |
219 | 1874 | 5404.72326022641 | -3530.72326022641 |
220 | 192 | 5321.42648378702 | -5129.42648378702 |
221 | 0 | 13226.1934374802 | -13226.1934374802 |
222 | 7 | 13938.4692286166 | -13931.4692286166 |
223 | 9 | 140278.190454296 | -140269.190454296 |
224 | 0 | 149337.364421406 | -149337.364421406 |
225 | 303230 | 147114.111410451 | 156115.888589549 |
226 | 315380 | 15471.1286899009 | 299908.871310099 |
227 | 115487 | 3393.12340688192 | 112093.876593118 |
228 | 0 | 7648.3683466844 | -7648.3683466844 |
229 | 0 | 10631.9756726758 | -10631.9756726758 |
230 | 0 | 11103.4632621101 | -11103.4632621101 |
231 | 60720 | 32895.8647256839 | 27824.1352743161 |
232 | 321 | 38570.6540016873 | -38249.6540016873 |
233 | 237 | 16321.1127919005 | -16084.1127919005 |
234 | 4772 | 5407.43991822687 | -635.43991822687 |
235 | 53 | 6168.01961450046 | -6115.01961450046 |
236 | 0 | 5320.89855859941 | -5320.89855859941 |
237 | 15 | 13943.0375710835 | -13928.0375710835 |
238 | 0 | 144329.261860630 | -144329.261860630 |
239 | 315380 | 147111.43165603 | 168268.56834397 |
240 | 10745 | 4033.81706139246 | 6711.18293860754 |
241 | 0 | 3418.34127521037 | -3418.34127521037 |
242 | 0 | 9843.50097149913 | -9843.50097149913 |
243 | 0 | 11298.9016520183 | -11298.9016520183 |
244 | 0 | 11849.3718348946 | -11849.3718348946 |
245 | 8 | 11104.4140425635 | -11096.4140425635 |
246 | 35 | 30476.037863634 | -30441.037863634 |
247 | 0 | 27792.0379486660 | -27792.0379486660 |
248 | 60720 | 32896.1778484881 | 27823.8221515119 |
249 | 262 | 38613.4678804949 | -38351.4678804949 |
250 | 226 | 5319.71701175094 | -5093.71701175094 |
251 | 307 | 13694.5614118989 | -13387.5614118989 |
252 | 0 | 13890.6038778185 | -13890.6038778185 |
253 | 0 | 13945.9321863874 | -13945.9321863874 |
254 | 315380 | 147111.123832347 | 168268.876167653 |
255 | 16471 | 1372.63771357668 | 15098.3622864233 |
256 | 0 | 3458.67585825686 | -3458.67585825686 |
257 | 0 | 10536.5767348302 | -10536.5767348302 |
258 | 0 | 11101.4609451899 | -11101.4609451899 |
259 | 60720 | 32896.4979295769 | 27823.5020704231 |
260 | 332 | 38597.2582243456 | -38265.2582243456 |
261 | 284 | 13867.6840186899 | -13583.6840186899 |
262 | 425 | 5346.48518967923 | -4921.48518967923 |
263 | 359 | 5347.31749381756 | -4988.31749381756 |
264 | 1324 | 5320.999115778 | -3996.999115778 |
265 | 176 | 13685.4897432994 | -13509.4897432994 |
266 | 0 | 13706.9799557024 | -13706.9799557024 |
267 | 0 | 13946.1308566625 | -13946.1308566625 |
268 | 313491 | 147086.964078068 | 166404.035921932 |
269 | 315380 | 13623.6710753803 | 301756.328924620 |
270 | 10102 | 2771.48554030906 | 7330.51445969094 |
271 | 0 | 3412.22021055843 | -3412.22021055843 |
272 | 0 | 10633.8450129696 | -10633.8450129696 |
273 | 0 | 10378.9589972417 | -10378.9589972417 |
274 | 62 | 11103.4591268303 | -11041.4591268303 |
275 | 0 | 30591.81501729 | -30591.81501729 |
276 | 62841 | 32892.1385030160 | 29948.8614969840 |
277 | 81125 | 39176.4590753822 | 41948.5409246178 |
278 | 60720 | 42457.1881408844 | 18262.8118591156 |
279 | 356 | 38585.6500191600 | -38229.6500191600 |
280 | 107 | 14314.2020105087 | -14207.2020105087 |
281 | 229 | 13455.3637898137 | -13226.3637898137 |
282 | 0 | 5321.0493943673 | -5321.0493943673 |
283 | 9 | 13946.3295269376 | -13937.3295269376 |
284 | 313164 | 147112.004558938 | 166051.995441062 |
285 | 301164 | 24506.7660028188 | 276657.233997181 |
286 | 315380 | 33704.2167204012 | 281675.783279599 |
287 | 0 | 3398.36373012316 | -3398.36373012316 |
288 | 0 | 10917.7235417721 | -10917.7235417721 |
289 | 0 | 11112.9926901729 | -11112.9926901729 |
290 | 13 | 11103.9553555124 | -11090.9553555124 |
291 | 22 | 34162.8152157182 | -34140.8152157182 |
292 | 0 | 30469.1147538593 | -30469.1147538593 |
293 | 60720 | 32896.0943490737 | 27823.9056509263 |
294 | 99 | 38115.2973811999 | -38016.2973811999 |
295 | 226 | 13064.7941392926 | -12838.7941392926 |
296 | 2500 | 5255.34345209927 | -2755.34345209927 |
297 | 37920 | 5467.79971157221 | 32452.2002884278 |
298 | 1052 | 4867.92829764982 | -3815.92829764982 |
299 | 3603 | 5943.53264379644 | -2340.53264379644 |
300 | 264 | 5896.41483241283 | -5632.41483241283 |
301 | 84213 | 5419.93879158092 | 78793.061208419 |
302 | 0 | 5319.94326540277 | -5319.94326540277 |
303 | 0 | 13946.1929411235 | -13946.1929411235 |
304 | 315380 | 147112.648292493 | 168267.351707507 |
305 | 0 | 3395.16914950547 | -3395.16914950547 |
306 | 2 | 11101.8613259835 | -11099.8613259835 |
307 | 0 | 32477.2195455604 | -32477.2195455604 |
308 | 60720 | 32896.2683061871 | 27823.7316938129 |
309 | 253 | 38619.2030325055 | -38366.2030325055 |
310 | 0 | 5319.86784751883 | -5319.86784751883 |
311 | 0 | 13945.9942708484 | -13945.9942708484 |
312 | 315380 | 147111.211781971 | 168268.788218029 |
313 | 22746 | 3450.58226566543 | 19295.4177343346 |
314 | 57694 | 3476.37180587018 | 54217.6281941298 |
315 | 23074 | 12993.6049921712 | 10080.3950078288 |
316 | 1233 | 3877.95261483602 | -2644.95261483602 |
317 | 0 | 3389.03181225402 | -3389.03181225402 |
318 | 0 | 8273.50897793355 | -8273.50897793355 |
319 | 0 | 10875.8195730112 | -10875.8195730112 |
320 | 0 | 11110.3020279038 | -11110.3020279038 |
321 | 0 | 11103.6392899712 | -11103.6392899712 |
322 | 60720 | 32895.788184554 | 27824.211815446 |
323 | 341 | 38558.4693576255 | -38217.4693576255 |
324 | 181 | 13011.3363186842 | -12830.3363186842 |
325 | 872 | 5723.87188048882 | -4851.87188048882 |
326 | 0 | 5322.35663768901 | -5322.35663768901 |
327 | 10 | 13906.6187075602 | -13896.6187075602 |
328 | 3 | 148472.314049277 | -148469.314049277 |
329 | 7 | 148035.313970479 | -148028.313970479 |
330 | 10 | 146335.594562485 | -146325.594562485 |
331 | 1 | 151001.328603101 | -151000.328603101 |
332 | 0 | 146817.78178256 | -146817.78178256 |
333 | 315380 | 147111.255756782 | 168268.744243218 |
334 | 2353 | 2820.87516347252 | -467.87516347252 |
335 | 0 | 3399.67507480302 | -3399.67507480302 |
336 | 0 | 11102.2310670823 | -11102.2310670823 |
337 | 60722 | 32896.2917829238 | 27825.7082170762 |
338 | 60720 | 39252.5296718008 | 21467.4703281992 |
339 | 289 | 38626.9864530912 | -38337.9864530912 |
340 | 61 | 6213.33527393183 | -6152.33527393183 |
341 | 647 | 5436.08932407688 | -4789.08932407688 |
342 | 0 | 5319.61645457234 | -5319.61645457234 |
343 | 0 | 13946.1805242313 | -13946.1805242313 |
344 | 315380 | 147110.977249640 | 168269.022750360 |
345 | 5503 | 3396.07756659462 | 2106.92243340538 |
346 | 0 | 3423.6655050194 | -3423.6655050194 |
347 | 0 | 11025.5433973857 | -11025.5433973857 |
348 | 0 | 10727.7474145273 | -10727.7474145273 |
349 | 0 | 8495.33491342573 | -8495.33491342573 |
350 | 0 | 11101.9010148427 | -11101.9010148427 |
351 | 56178 | 32893.2545414429 | 23284.7454585571 |
352 | 60436 | 36858.1933057522 | 23577.8066942478 |
353 | 60720 | 38817.413920033 | 21902.586079967 |
354 | 60720 | 38703.916817503 | 22016.083182497 |
355 | 264 | 38628.2154142364 | -38364.2154142364 |
356 | 221 | 5428.48070277937 | -5207.48070277937 |
357 | 141 | 6444.28214519812 | -6303.28214519812 |
358 | 78 | 5320.11924046531 | -5242.11924046531 |
359 | 2489 | 13738.1951651599 | -11249.1951651599 |
360 | 131 | 13297.5866006023 | -13166.5866006023 |
361 | 923 | 13555.1763198753 | -12632.1763198753 |
362 | 72 | 13632.5183853774 | -13560.5183853774 |
363 | 572 | 13066.1667636465 | -12494.1667636465 |
364 | 397 | 13776.5185575540 | -13379.5185575540 |
365 | 450 | 13694.0417834121 | -13244.0417834121 |
366 | 622 | 13548.6094592426 | -12926.6094592426 |
367 | 694 | 13381.7083298522 | -12687.7083298522 |
368 | 3425 | 13739.2729760007 | -10314.2729760007 |
369 | 562 | 13240.8123874456 | -12678.8123874456 |
370 | 4917 | 13616.3620933193 | -8699.3620933193 |
371 | 1442 | 13552.9923420892 | -12110.9923420892 |
372 | 529 | 13976.8481311167 | -13447.8481311167 |
373 | 2126 | 13529.8517996947 | -11403.8517996947 |
374 | 1061 | 13960.4065521889 | -12899.4065521889 |
375 | 776 | 13266.3652396412 | -12490.3652396412 |
376 | 611 | 13694.9550144772 | -13083.9550144772 |
377 | 1526 | 13571.9084104688 | -12045.9084104688 |
378 | 592 | 13505.3509867494 | -12913.3509867494 |
379 | 1182 | 13383.9231486830 | -12201.9231486830 |
380 | 621 | 13669.5309155286 | -13048.5309155286 |
381 | 989 | 13691.6641801865 | -12702.6641801865 |
382 | 438 | 13690.4426469340 | -13252.4426469340 |
383 | 726 | 13663.0619434458 | -12937.0619434458 |
384 | 1303 | 12994.9426982910 | -11691.9426982910 |
385 | 7419 | 13756.8771739501 | -6337.87717395009 |
386 | 1164 | 13655.0807103308 | -12491.0807103308 |
387 | 3310 | 13593.3339498620 | -10283.3339498620 |
388 | 1920 | 14507.6097435815 | -12587.6097435815 |
389 | 965 | 12684.2952939662 | -11719.2952939662 |
390 | 3256 | 12954.3612598274 | -9698.36125982744 |
391 | 1135 | 14903.4306095122 | -13768.4306095122 |
392 | 1270 | 13639.5281056938 | -12369.5281056938 |
393 | 661 | 13488.7548933743 | -12827.7548933743 |
394 | 1013 | 13047.4520006034 | -12034.4520006034 |
395 | 2844 | 12792.6925361572 | -9948.6925361572 |
396 | 11528 | 13273.4977205610 | -1745.49772056102 |
397 | 6526 | 12397.5347248842 | -5871.53472488423 |
398 | 2264 | 11745.0026822220 | -9481.00268222197 |
399 | 5109 | 13672.1970927236 | -8563.19709272357 |
400 | 3999 | 13194.3684658433 | -9195.36846584328 |
401 | 35624 | 12313.9127209088 | 23310.0872790912 |
402 | 9252 | 12574.0734620785 | -3322.07346207847 |
403 | 15236 | 13231.1551215950 | 2004.84487840498 |
404 | 18073 | 14099.7998078642 | 3973.20019213578 |
405 | 162556 | 12257.4456025096 | 150298.554397490 |
406 | 29790 | 53819.0406243371 | -24029.0406243371 |
407 | 87550 | 41569.0182829342 | 45980.9817170658 |
408 | 84738 | 39119.8239431703 | 45618.1760568297 |
409 | 54660 | 14818.9935717153 | 39841.0064282847 |
410 | 42634 | 21234.5211115345 | 21399.4788884655 |
411 | 40949 | 21572.5559589479 | 19376.4440410521 |
412 | 45187 | 20587.3642344077 | 24599.6357655923 |
413 | 37704 | 22650.9540408443 | 15053.0459591556 |
414 | 16275 | 18704.6048105048 | -2429.60481050484 |
415 | 25830 | 21806.2356575901 | 4023.76434240992 |
416 | 12679 | 16404.8022387191 | -3725.80223871912 |
417 | 18014 | 18702.5390044614 | -688.539004461355 |
418 | 43556 | 22519.0072043348 | 21036.9927956652 |
419 | 24811 | 13842.9747840602 | 10968.0252159398 |
420 | 6575 | 17838.2979409097 | -11263.2979409097 |
421 | 7123 | 17798.1239712058 | -10675.1239712058 |
422 | 21950 | 12828.7199284243 | 9121.28007157572 |
423 | 37597 | 17056.3352800303 | 20540.6647199697 |
424 | 17821 | 19042.1366109178 | -1221.13661091785 |
425 | 12988 | 14067.6173893156 | -1079.61738931562 |
426 | 22330 | 17320.9062483887 | 5009.09375161132 |
427 | 13326 | 16329.4173691517 | -3003.41736915165 |
428 | 16189 | 15047.3182892520 | 1141.68171074805 |
429 | 7146 | 13564.6668365170 | -6418.66683651696 |
430 | 15824 | 12773.0670792833 | 3050.93292071675 |
431 | 27664 | 15679.3233143975 | 11984.6766856025 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
12 | 0.00116361708782266 | 0.00232723417564533 | 0.998836382912177 |
13 | 9.0823687975027e-05 | 0.000181647375950054 | 0.999909176312025 |
14 | 1.93932016471739e-05 | 3.87864032943478e-05 | 0.999980606798353 |
15 | 1.58927022762658e-06 | 3.17854045525317e-06 | 0.999998410729772 |
16 | 1.50057872790421e-07 | 3.00115745580842e-07 | 0.999999849942127 |
17 | 1.71145244004348e-08 | 3.42290488008696e-08 | 0.999999982885476 |
18 | 1.27768652474457e-09 | 2.55537304948915e-09 | 0.999999998722313 |
19 | 1.21922912193294e-10 | 2.43845824386587e-10 | 0.999999999878077 |
20 | 1.19701584524726e-11 | 2.39403169049452e-11 | 0.99999999998803 |
21 | 1.2774007407896e-12 | 2.5548014815792e-12 | 0.999999999998723 |
22 | 1.73598290661375e-13 | 3.47196581322749e-13 | 0.999999999999826 |
23 | 1.64677533927847e-14 | 3.29355067855693e-14 | 0.999999999999984 |
24 | 1.43023701819014e-15 | 2.86047403638029e-15 | 0.999999999999999 |
25 | 9.62261043988556e-17 | 1.92452208797711e-16 | 1 |
26 | 1.19264499066228e-17 | 2.38528998132456e-17 | 1 |
27 | 8.24569964643992e-19 | 1.64913992928798e-18 | 1 |
28 | 5.36912488776641e-20 | 1.07382497755328e-19 | 1 |
29 | 4.37718748541734e-21 | 8.75437497083468e-21 | 1 |
30 | 3.1019316716117e-22 | 6.2038633432234e-22 | 1 |
31 | 2.03126583384819e-23 | 4.06253166769638e-23 | 1 |
32 | 1.85424182016025e-24 | 3.70848364032049e-24 | 1 |
33 | 1.19755690609742e-25 | 2.39511381219483e-25 | 1 |
34 | 8.853132742265e-27 | 1.770626548453e-26 | 1 |
35 | 5.16373755846271e-28 | 1.03274751169254e-27 | 1 |
36 | 5.12083241590366e-29 | 1.02416648318073e-28 | 1 |
37 | 3.50859237567511e-30 | 7.01718475135022e-30 | 1 |
38 | 2.10178091756919e-31 | 4.20356183513838e-31 | 1 |
39 | 1.20700678712523e-32 | 2.41401357425045e-32 | 1 |
40 | 6.560432331844e-34 | 1.3120864663688e-33 | 1 |
41 | 5.37973767071587e-35 | 1.07594753414317e-34 | 1 |
42 | 4.44908772286388e-36 | 8.89817544572775e-36 | 1 |
43 | 2.57092079968087e-37 | 5.14184159936173e-37 | 1 |
44 | 1.95083087855621e-38 | 3.90166175711243e-38 | 1 |
45 | 1.39882509617418e-39 | 2.79765019234835e-39 | 1 |
46 | 1.13350250790524e-40 | 2.26700501581047e-40 | 1 |
47 | 6.75237803647649e-42 | 1.35047560729530e-41 | 1 |
48 | 3.91516255252477e-43 | 7.83032510504955e-43 | 1 |
49 | 2.23920366805907e-44 | 4.47840733611814e-44 | 1 |
50 | 1.12609636144100e-45 | 2.25219272288201e-45 | 1 |
51 | 5.58714727194176e-47 | 1.11742945438835e-46 | 1 |
52 | 2.79994509149110e-48 | 5.59989018298221e-48 | 1 |
53 | 1.51347646723466e-49 | 3.02695293446931e-49 | 1 |
54 | 1.08620695152985e-50 | 2.1724139030597e-50 | 1 |
55 | 5.3432715916889e-52 | 1.06865431833778e-51 | 1 |
56 | 2.90429062027696e-53 | 5.80858124055393e-53 | 1 |
57 | 2.63919168713601e-54 | 5.27838337427201e-54 | 1 |
58 | 1.56580691103818e-55 | 3.13161382207636e-55 | 1 |
59 | 8.09221958124026e-57 | 1.61844391624805e-56 | 1 |
60 | 4.90382214247897e-58 | 9.80764428495794e-58 | 1 |
61 | 2.63399505482026e-59 | 5.26799010964052e-59 | 1 |
62 | 1.21863251630239e-60 | 2.43726503260478e-60 | 1 |
63 | 6.80182975869786e-62 | 1.36036595173957e-61 | 1 |
64 | 3.82964464089386e-63 | 7.65928928178771e-63 | 1 |
65 | 2.02288886779035e-64 | 4.04577773558071e-64 | 1 |
66 | 8.91184504089584e-66 | 1.78236900817917e-65 | 1 |
67 | 4.29760577231226e-67 | 8.59521154462451e-67 | 1 |
68 | 2.15906259370947e-68 | 4.31812518741893e-68 | 1 |
69 | 1.0087030411679e-69 | 2.0174060823358e-69 | 1 |
70 | 5.22810340277217e-71 | 1.04562068055443e-70 | 1 |
71 | 2.24486576311578e-72 | 4.48973152623155e-72 | 1 |
72 | 1.18382246003698e-73 | 2.36764492007395e-73 | 1 |
73 | 5.06832067354201e-75 | 1.01366413470840e-74 | 1 |
74 | 2.11637254432915e-76 | 4.2327450886583e-76 | 1 |
75 | 1.00638720379709e-77 | 2.01277440759418e-77 | 1 |
76 | 4.19207122359194e-79 | 8.38414244718389e-79 | 1 |
77 | 1.73173148266159e-80 | 3.46346296532317e-80 | 1 |
78 | 7.27834676065999e-82 | 1.45566935213200e-81 | 1 |
79 | 3.0835188558635e-83 | 6.167037711727e-83 | 1 |
80 | 1.22681235116379e-84 | 2.45362470232759e-84 | 1 |
81 | 5.45003692761972e-86 | 1.09000738552394e-85 | 1 |
82 | 2.51981248201769e-87 | 5.03962496403539e-87 | 1 |
83 | 9.8601285348248e-89 | 1.97202570696496e-88 | 1 |
84 | 4.19769046308174e-90 | 8.39538092616348e-90 | 1 |
85 | 1.63747240935247e-91 | 3.27494481870494e-91 | 1 |
86 | 7.71722111454533e-93 | 1.54344422290907e-92 | 1 |
87 | 3.27898718122652e-94 | 6.55797436245304e-94 | 1 |
88 | 1.22397108598132e-95 | 2.44794217196264e-95 | 1 |
89 | 4.61686418458988e-97 | 9.23372836917976e-97 | 1 |
90 | 1.69917830831678e-98 | 3.39835661663356e-98 | 1 |
91 | 7.00370970851299e-100 | 1.40074194170260e-99 | 1 |
92 | 3.11796514521465e-101 | 6.23593029042931e-101 | 1 |
93 | 1.17010626775865e-102 | 2.34021253551729e-102 | 1 |
94 | 5.02984605243775e-104 | 1.00596921048755e-103 | 1 |
95 | 2.02061644229874e-105 | 4.04123288459747e-105 | 1 |
96 | 8.3541114248359e-107 | 1.67082228496718e-106 | 1 |
97 | 5.03355915973809e-108 | 1.00671183194762e-107 | 1 |
98 | 1.80319700636229e-109 | 3.60639401272458e-109 | 1 |
99 | 7.79623493490903e-111 | 1.55924698698181e-110 | 1 |
100 | 3.17265438075954e-112 | 6.34530876151908e-112 | 1 |
101 | 1.14721688723570e-113 | 2.29443377447140e-113 | 1 |
102 | 4.06907179503017e-115 | 8.13814359006034e-115 | 1 |
103 | 1.43038267372130e-116 | 2.86076534744261e-116 | 1 |
104 | 5.16226935078704e-118 | 1.03245387015741e-117 | 1 |
105 | 1.92884891467352e-119 | 3.85769782934703e-119 | 1 |
106 | 6.85968996107255e-121 | 1.37193799221451e-120 | 1 |
107 | 2.36503896467568e-122 | 4.73007792935136e-122 | 1 |
108 | 8.49637748098515e-124 | 1.69927549619703e-123 | 1 |
109 | 3.18474496315126e-125 | 6.36948992630252e-125 | 1 |
110 | 1.07987763302327e-126 | 2.15975526604653e-126 | 1 |
111 | 3.59598900761971e-128 | 7.19197801523942e-128 | 1 |
112 | 1.18461883722135e-129 | 2.36923767444270e-129 | 1 |
113 | 3.98495825427327e-131 | 7.96991650854653e-131 | 1 |
114 | 1.29610098320852e-132 | 2.59220196641703e-132 | 1 |
115 | 5.66225749605722e-134 | 1.13245149921144e-133 | 1 |
116 | 1.98424612132936e-135 | 3.96849224265871e-135 | 1 |
117 | 6.27588259935837e-137 | 1.25517651987167e-136 | 1 |
118 | 2.23239572958458e-138 | 4.46479145916915e-138 | 1 |
119 | 7.0760810172426e-140 | 1.41521620344852e-139 | 1 |
120 | 2.20441899333715e-141 | 4.40883798667431e-141 | 1 |
121 | 8.00790185141156e-143 | 1.60158037028231e-142 | 1 |
122 | 2.72069169528496e-144 | 5.44138339056993e-144 | 1 |
123 | 9.70616345003787e-146 | 1.94123269000757e-145 | 1 |
124 | 3.06455676471641e-147 | 6.12911352943283e-147 | 1 |
125 | 1.03170150692834e-148 | 2.06340301385668e-148 | 1 |
126 | 3.15350167596286e-150 | 6.30700335192573e-150 | 1 |
127 | 9.4462200344423e-152 | 1.88924400688846e-151 | 1 |
128 | 6.16404697535334e-153 | 1.23280939507067e-152 | 1 |
129 | 1.04140738111053e-153 | 2.08281476222107e-153 | 1 |
130 | 3.81766001867616e-113 | 7.63532003735232e-113 | 1 |
131 | 4.72926576916283e-107 | 9.45853153832565e-107 | 1 |
132 | 4.38352974015962e-108 | 8.76705948031925e-108 | 1 |
133 | 3.63894372849482e-109 | 7.27788745698963e-109 | 1 |
134 | 5.86019199704391e-105 | 1.17203839940878e-104 | 1 |
135 | 1.05237086055257e-102 | 2.10474172110515e-102 | 1 |
136 | 1.77551455640705e-102 | 3.55102911281409e-102 | 1 |
137 | 6.42988757185014e-103 | 1.28597751437003e-102 | 1 |
138 | 1.04652215966246e-103 | 2.09304431932492e-103 | 1 |
139 | 1.76778553970104e-104 | 3.53557107940208e-104 | 1 |
140 | 1.58347133746342e-105 | 3.16694267492683e-105 | 1 |
141 | 1.41009960095629e-106 | 2.82019920191258e-106 | 1 |
142 | 1.37345703699485e-107 | 2.74691407398970e-107 | 1 |
143 | 1.30290115491832e-108 | 2.60580230983664e-108 | 1 |
144 | 1.22332168539088e-109 | 2.44664337078175e-109 | 1 |
145 | 1.14092486085455e-110 | 2.28184972170909e-110 | 1 |
146 | 1.05692952891844e-111 | 2.11385905783688e-111 | 1 |
147 | 3.09961958707206e-112 | 6.19923917414412e-112 | 1 |
148 | 1.11034469672451e-112 | 2.22068939344902e-112 | 1 |
149 | 4.35245303935348e-113 | 8.70490607870696e-113 | 1 |
150 | 1.7241572930039e-113 | 3.4483145860078e-113 | 1 |
151 | 9.32838298595676e-114 | 1.86567659719135e-113 | 1 |
152 | 2.66824388584054e-34 | 5.33648777168109e-34 | 1 |
153 | 1.04532606917590e-15 | 2.09065213835180e-15 | 0.999999999999999 |
154 | 2.98144092176763e-08 | 5.96288184353527e-08 | 0.99999997018559 |
155 | 4.91419971064376e-07 | 9.82839942128751e-07 | 0.99999950858003 |
156 | 3.32595911952664e-07 | 6.65191823905327e-07 | 0.999999667404088 |
157 | 2.24734271213279e-07 | 4.49468542426558e-07 | 0.999999775265729 |
158 | 1.51783135431106e-07 | 3.03566270862211e-07 | 0.999999848216865 |
159 | 1.16505143860696e-07 | 2.33010287721392e-07 | 0.999999883494856 |
160 | 9.03055016482228e-08 | 1.80611003296446e-07 | 0.999999909694498 |
161 | 6.0092203950867e-08 | 1.20184407901734e-07 | 0.999999939907796 |
162 | 3.9736704000809e-08 | 7.9473408001618e-08 | 0.999999960263296 |
163 | 2.60796478703016e-08 | 5.21592957406032e-08 | 0.999999973920352 |
164 | 1.70428590062994e-08 | 3.40857180125987e-08 | 0.99999998295714 |
165 | 1.26542766831342e-08 | 2.53085533662685e-08 | 0.999999987345723 |
166 | 8.75859167508256e-09 | 1.75171833501651e-08 | 0.999999991241408 |
167 | 5.96104351283611e-09 | 1.19220870256722e-08 | 0.999999994038957 |
168 | 3.72786305552011e-06 | 7.45572611104023e-06 | 0.999996272136944 |
169 | 0.00611140100720793 | 0.0122228020144159 | 0.993888598992792 |
170 | 0.00554551383886183 | 0.0110910276777237 | 0.994454486161138 |
171 | 0.00458223021353167 | 0.00916446042706333 | 0.995417769786468 |
172 | 0.0037170593507741 | 0.0074341187015482 | 0.996282940649226 |
173 | 0.00300509604725611 | 0.00601019209451222 | 0.996994903952744 |
174 | 0.00240627045612855 | 0.0048125409122571 | 0.997593729543871 |
175 | 0.00192796001850224 | 0.00385592003700448 | 0.998072039981498 |
176 | 0.00167896368670822 | 0.00335792737341644 | 0.998321036313292 |
177 | 0.00150123035731889 | 0.00300246071463779 | 0.99849876964268 |
178 | 0.00121875353276265 | 0.00243750706552531 | 0.998781246467237 |
179 | 0.00104122078348435 | 0.00208244156696870 | 0.998958779216516 |
180 | 0.000846872657428183 | 0.00169374531485637 | 0.999153127342572 |
181 | 0.000677652443501018 | 0.00135530488700204 | 0.9993223475565 |
182 | 0.000543764894684925 | 0.00108752978936985 | 0.999456235105315 |
183 | 0.000428985523105262 | 0.000857971046210525 | 0.999571014476895 |
184 | 0.000343730915286666 | 0.000687461830573332 | 0.999656269084713 |
185 | 0.000271130744266935 | 0.00054226148853387 | 0.999728869255733 |
186 | 0.000243624507177833 | 0.000487249014355666 | 0.999756375492822 |
187 | 0.000192016874719141 | 0.000384033749438283 | 0.99980798312528 |
188 | 0.000146087146302611 | 0.000292174292605222 | 0.999853912853697 |
189 | 0.000110688245614697 | 0.000221376491229395 | 0.999889311754385 |
190 | 8.72689719311977e-05 | 0.000174537943862395 | 0.999912731028069 |
191 | 6.82226303828072e-05 | 0.000136445260765614 | 0.999931777369617 |
192 | 0.000473907321869508 | 0.000947814643739016 | 0.99952609267813 |
193 | 0.00679197457832555 | 0.0135839491566511 | 0.993208025421674 |
194 | 0.00562564396516385 | 0.0112512879303277 | 0.994374356034836 |
195 | 0.00462757794695629 | 0.00925515589391257 | 0.995372422053044 |
196 | 0.00377936977726417 | 0.00755873955452833 | 0.996220630222736 |
197 | 0.00310961851999093 | 0.00621923703998187 | 0.99689038148001 |
198 | 0.00287481823882272 | 0.00574963647764543 | 0.997125181761177 |
199 | 0.00236521737721496 | 0.00473043475442992 | 0.997634782622785 |
200 | 0.00198550860613218 | 0.00397101721226436 | 0.998014491393868 |
201 | 0.00163516347998914 | 0.00327032695997827 | 0.99836483652001 |
202 | 0.00146175844447380 | 0.00292351688894761 | 0.998538241555526 |
203 | 0.00118767537556660 | 0.00237535075113319 | 0.998812324624433 |
204 | 0.000944821954001237 | 0.00188964390800247 | 0.999055178045999 |
205 | 0.000748222147233534 | 0.00149644429446707 | 0.999251777852767 |
206 | 0.000659401214299661 | 0.00131880242859932 | 0.9993405987857 |
207 | 0.000572241573324866 | 0.00114448314664973 | 0.999427758426675 |
208 | 0.000487708375802069 | 0.000975416751604137 | 0.999512291624198 |
209 | 0.000406415457858553 | 0.000812830915717106 | 0.99959358454214 |
210 | 0.000327997130943496 | 0.000655994261886992 | 0.999672002869056 |
211 | 0.000264720265527015 | 0.000529440531054031 | 0.999735279734473 |
212 | 0.000226812018367079 | 0.000453624036734158 | 0.999773187981633 |
213 | 0.000179819638049997 | 0.000359639276099994 | 0.99982018036195 |
214 | 0.000143107851145221 | 0.000286215702290443 | 0.999856892148855 |
215 | 0.000118968549199213 | 0.000237937098398425 | 0.9998810314508 |
216 | 9.05091621216066e-05 | 0.000181018324243213 | 0.999909490837878 |
217 | 6.83037774754386e-05 | 0.000136607554950877 | 0.999931696222525 |
218 | 5.14559880484152e-05 | 0.000102911976096830 | 0.999948544011952 |
219 | 3.85285547007305e-05 | 7.7057109401461e-05 | 0.9999614714453 |
220 | 2.87545287877011e-05 | 5.75090575754022e-05 | 0.999971245471212 |
221 | 2.22136987186844e-05 | 4.44273974373687e-05 | 0.999977786301281 |
222 | 1.71054579074467e-05 | 3.42109158148934e-05 | 0.999982894542093 |
223 | 6.31262825824582e-05 | 0.000126252565164916 | 0.999936873717417 |
224 | 0.000277953217513994 | 0.000555906435027989 | 0.999722046782486 |
225 | 0.00235738626145108 | 0.00471477252290216 | 0.997642613738549 |
226 | 0.148048809634659 | 0.296097619269317 | 0.851951190365341 |
227 | 0.202794052736452 | 0.405588105472904 | 0.797205947263548 |
228 | 0.183997688005268 | 0.367995376010536 | 0.816002311994732 |
229 | 0.166536378224650 | 0.333072756449301 | 0.83346362177535 |
230 | 0.150240113325984 | 0.300480226651969 | 0.849759886674015 |
231 | 0.138276787598123 | 0.276553575196245 | 0.861723212401877 |
232 | 0.128375161646835 | 0.256750323293671 | 0.871624838353165 |
233 | 0.116259783002527 | 0.232519566005054 | 0.883740216997473 |
234 | 0.103160704075655 | 0.206321408151311 | 0.896839295924345 |
235 | 0.0912629559594218 | 0.182525911918844 | 0.908737044040578 |
236 | 0.0804225134281779 | 0.160845026856356 | 0.919577486571822 |
237 | 0.0717980049623544 | 0.143596009924709 | 0.928201995037646 |
238 | 0.153402219069044 | 0.306804438138088 | 0.846597780930956 |
239 | 0.322256588693287 | 0.644513177386575 | 0.677743411306712 |
240 | 0.297700953794766 | 0.595401907589533 | 0.702299046205234 |
241 | 0.274034024532992 | 0.548068049065985 | 0.725965975467008 |
242 | 0.251585130843731 | 0.503170261687462 | 0.748414869156269 |
243 | 0.230247278315565 | 0.46049455663113 | 0.769752721684435 |
244 | 0.20998811562176 | 0.41997623124352 | 0.79001188437824 |
245 | 0.190875277331857 | 0.381750554663715 | 0.809124722668143 |
246 | 0.177574080140135 | 0.355148160280269 | 0.822425919859865 |
247 | 0.164047454499114 | 0.328094908998228 | 0.835952545500886 |
248 | 0.151581870959443 | 0.303163741918887 | 0.848418129040557 |
249 | 0.140728594246515 | 0.281457188493031 | 0.859271405753484 |
250 | 0.125721941089391 | 0.251443882178782 | 0.874278058910609 |
251 | 0.113830141233510 | 0.227660282467021 | 0.88616985876649 |
252 | 0.102662963948165 | 0.205325927896331 | 0.897337036051835 |
253 | 0.0921325043840138 | 0.184265008768028 | 0.907867495615986 |
254 | 0.206441303474675 | 0.41288260694935 | 0.793558696525325 |
255 | 0.188389032640861 | 0.376778065281723 | 0.811610967359139 |
256 | 0.169995627802029 | 0.339991255604059 | 0.83000437219797 |
257 | 0.152991869957874 | 0.305983739915747 | 0.847008130042126 |
258 | 0.137249184589664 | 0.274498369179327 | 0.862750815410336 |
259 | 0.126374306808411 | 0.252748613616822 | 0.87362569319159 |
260 | 0.116665518056188 | 0.233331036112376 | 0.883334481943812 |
261 | 0.105264183918531 | 0.210528367837061 | 0.89473581608147 |
262 | 0.0929723619383386 | 0.185944723876677 | 0.907027638061661 |
263 | 0.0817705334460275 | 0.163541066892055 | 0.918229466553973 |
264 | 0.0715963016985485 | 0.143192603397097 | 0.928403698301452 |
265 | 0.0633742528095237 | 0.126748505619047 | 0.936625747190476 |
266 | 0.0559759414543909 | 0.111951882908782 | 0.94402405854561 |
267 | 0.049340565751217 | 0.098681131502434 | 0.950659434248783 |
268 | 0.120563798460859 | 0.241127596921719 | 0.87943620153914 |
269 | 0.726602958535024 | 0.546794082929952 | 0.273397041464976 |
270 | 0.702328011980691 | 0.595343976038619 | 0.297671988019309 |
271 | 0.676882268395365 | 0.646235463209269 | 0.323117731604634 |
272 | 0.651092185926844 | 0.697815628146311 | 0.348907814073156 |
273 | 0.624471051715334 | 0.751057896569332 | 0.375528948284666 |
274 | 0.597383985184633 | 0.805232029630735 | 0.402616014815367 |
275 | 0.577215563552782 | 0.845568872894435 | 0.422784436447218 |
276 | 0.557357522820024 | 0.885284954359951 | 0.442642477179976 |
277 | 0.546799729254738 | 0.906400541490523 | 0.453200270745262 |
278 | 0.525581516894800 | 0.948836966210399 | 0.474418483105200 |
279 | 0.504396670105011 | 0.991206659789979 | 0.495603329894989 |
280 | 0.481085987185657 | 0.962171974371315 | 0.518914012814343 |
281 | 0.459357522066926 | 0.918715044133852 | 0.540642477933074 |
282 | 0.430623707507922 | 0.861247415015844 | 0.569376292492078 |
283 | 0.405122540120318 | 0.810245080240636 | 0.594877459879682 |
284 | 0.605602819584494 | 0.788794360831013 | 0.394397180415506 |
285 | 0.970019159069708 | 0.0599616818605846 | 0.0299808409302923 |
286 | 0.999932979184612 | 0.000134041630776954 | 6.70208153884768e-05 |
287 | 0.999909027671901 | 0.000181944656198037 | 9.09723280990186e-05 |
288 | 0.99987781829982 | 0.000244363400362398 | 0.000122181700181199 |
289 | 0.9998363702245 | 0.000327259550997284 | 0.000163629775498642 |
290 | 0.999782373245356 | 0.000435253509288795 | 0.000217626754644397 |
291 | 0.999746572038428 | 0.000506855923143344 | 0.000253427961571672 |
292 | 0.99970277394544 | 0.000594452109119805 | 0.000297226054559902 |
293 | 0.99962347748453 | 0.000753045030940677 | 0.000376522515470338 |
294 | 0.99953975408515 | 0.00092049182969921 | 0.000460245914849605 |
295 | 0.999400652358108 | 0.00119869528378286 | 0.00059934764189143 |
296 | 0.999215003101966 | 0.00156999379606768 | 0.000784996898033841 |
297 | 0.999062760584198 | 0.00187447883160373 | 0.000937239415801863 |
298 | 0.998782572441745 | 0.00243485511651041 | 0.00121742755825521 |
299 | 0.998425458171088 | 0.00314908365782375 | 0.00157454182891187 |
300 | 0.997980492541244 | 0.00403901491751223 | 0.00201950745875611 |
301 | 0.998519919483443 | 0.00296016103311372 | 0.00148008051655686 |
302 | 0.998090616635865 | 0.00381876672826949 | 0.00190938336413475 |
303 | 0.997588539928255 | 0.00482292014349059 | 0.00241146007174530 |
304 | 0.999885312932383 | 0.000229374135233674 | 0.000114687067616837 |
305 | 0.99984392172149 | 0.000312156557019935 | 0.000156078278509968 |
306 | 0.99978917970862 | 0.000421640582758443 | 0.000210820291379221 |
307 | 0.999754776121 | 0.000490447758000244 | 0.000245223879000122 |
308 | 0.999684373439624 | 0.000631253120752676 | 0.000315626560376338 |
309 | 0.999617531009184 | 0.000764937981632687 | 0.000382468990816344 |
310 | 0.999487484461526 | 0.00102503107694858 | 0.000512515538474289 |
311 | 0.999329339522816 | 0.00134132095436853 | 0.000670660477184267 |
312 | 0.99999507196569 | 9.85606861786728e-06 | 4.92803430893364e-06 |
313 | 0.999993008741345 | 1.39825173092319e-05 | 6.99125865461597e-06 |
314 | 0.999993390581379 | 1.32188372424294e-05 | 6.6094186212147e-06 |
315 | 0.999990497233661 | 1.90055326774781e-05 | 9.50276633873907e-06 |
316 | 0.999986146982175 | 2.77060356495064e-05 | 1.38530178247532e-05 |
317 | 0.999979919890722 | 4.01602185570453e-05 | 2.00801092785226e-05 |
318 | 0.99997114894721 | 5.77021055814556e-05 | 2.88510527907278e-05 |
319 | 0.99995897953386 | 8.20409322789365e-05 | 4.10204661394682e-05 |
320 | 0.999942001064995 | 0.000115997870009814 | 5.79989350049072e-05 |
321 | 0.999918500119374 | 0.000162999761251649 | 8.14998806258243e-05 |
322 | 0.999895858347308 | 0.000208283305384660 | 0.000104141652692330 |
323 | 0.99987371478079 | 0.000252570438420364 | 0.000126285219210182 |
324 | 0.999825672742606 | 0.000348654514787977 | 0.000174327257393989 |
325 | 0.999757947949993 | 0.000484104100014106 | 0.000242052050007053 |
326 | 0.999666019041225 | 0.000667961917549338 | 0.000333980958774669 |
327 | 0.999551315562823 | 0.000897368874354308 | 0.000448684437177154 |
328 | 0.999866632035332 | 0.000266735929336505 | 0.000133367964668252 |
329 | 0.999977848324337 | 4.43033513261310e-05 | 2.21516756630655e-05 |
330 | 0.999998974640108 | 2.05071978491301e-06 | 1.02535989245651e-06 |
331 | 0.999999999601682 | 7.96635590674451e-10 | 3.98317795337225e-10 |
332 | 1 | 3.82728889951519e-26 | 1.91364444975760e-26 |
333 | 1 | 4.41091063669418e-26 | 2.20545531834709e-26 |
334 | 1 | 1.37115660372767e-25 | 6.85578301863837e-26 |
335 | 1 | 4.20589084664665e-25 | 2.10294542332332e-25 |
336 | 1 | 1.27346509852571e-24 | 6.36732549262855e-25 |
337 | 1 | 3.58476089772239e-24 | 1.79238044886119e-24 |
338 | 1 | 1.02144035902658e-23 | 5.10720179513292e-24 |
339 | 1 | 2.96812776532533e-23 | 1.48406388266266e-23 |
340 | 1 | 8.84340406577869e-23 | 4.42170203288934e-23 |
341 | 1 | 2.56576728101098e-22 | 1.28288364050549e-22 |
342 | 1 | 7.47784766291311e-22 | 3.73892383145656e-22 |
343 | 1 | 1.89045298917281e-21 | 9.45226494586405e-22 |
344 | 1 | 2.45636433288414e-21 | 1.22818216644207e-21 |
345 | 1 | 7.08576504135241e-21 | 3.54288252067621e-21 |
346 | 1 | 2.03593992076391e-20 | 1.01796996038195e-20 |
347 | 1 | 5.78968570102462e-20 | 2.89484285051231e-20 |
348 | 1 | 1.63912899736258e-19 | 8.19564498681291e-20 |
349 | 1 | 3.15265196284053e-19 | 1.57632598142027e-19 |
350 | 1 | 3.47670374054942e-19 | 1.73835187027471e-19 |
351 | 1 | 1.83703575006897e-19 | 9.18517875034485e-20 |
352 | 1 | 4.98169271313084e-19 | 2.49084635656542e-19 |
353 | 1 | 1.42302743585187e-18 | 7.11513717925933e-19 |
354 | 1 | 1.70525881119477e-18 | 8.52629405597383e-19 |
355 | 1 | 3.27836336686057e-18 | 1.63918168343028e-18 |
356 | 1 | 6.62874099238506e-18 | 3.31437049619253e-18 |
357 | 1 | 1.81010109947701e-17 | 9.05050549738504e-18 |
358 | 1 | 2.82267135470339e-17 | 1.41133567735169e-17 |
359 | 1 | 7.90761267291934e-17 | 3.95380633645967e-17 |
360 | 1 | 1.95710584061603e-16 | 9.78552920308016e-17 |
361 | 1 | 5.30774707957483e-16 | 2.65387353978741e-16 |
362 | 1 | 1.42129569511573e-15 | 7.10647847557864e-16 |
363 | 0.999999999999999 | 2.3395855096282e-15 | 1.1697927548141e-15 |
364 | 0.999999999999997 | 6.34392005254476e-15 | 3.17196002627238e-15 |
365 | 0.999999999999992 | 1.55532390695818e-14 | 7.77661953479088e-15 |
366 | 0.999999999999979 | 4.17948549508861e-14 | 2.08974274754431e-14 |
367 | 0.999999999999946 | 1.08101189873329e-13 | 5.40505949366645e-14 |
368 | 0.99999999999988 | 2.38742871257802e-13 | 1.19371435628901e-13 |
369 | 0.999999999999712 | 5.75054644550893e-13 | 2.87527322275447e-13 |
370 | 0.999999999999254 | 1.49212715444348e-12 | 7.46063577221738e-13 |
371 | 0.999999999998396 | 3.2079136538712e-12 | 1.6039568269356e-12 |
372 | 0.999999999995968 | 8.06371721784439e-12 | 4.03185860892220e-12 |
373 | 0.999999999989832 | 2.0335699414047e-11 | 1.01678497070235e-11 |
374 | 0.999999999981557 | 3.68861138882967e-11 | 1.84430569441483e-11 |
375 | 0.99999999995428 | 9.14411904197026e-11 | 4.57205952098513e-11 |
376 | 0.999999999892444 | 2.15112807218725e-10 | 1.07556403609362e-10 |
377 | 0.999999999737693 | 5.24614833658696e-10 | 2.62307416829348e-10 |
378 | 0.999999999431793 | 1.13641421244578e-09 | 5.6820710622289e-10 |
379 | 0.999999998654188 | 2.6916242595003e-09 | 1.34581212975015e-09 |
380 | 0.99999999683486 | 6.33028067567071e-09 | 3.16514033783536e-09 |
381 | 0.9999999929123 | 1.41753983543565e-08 | 7.08769917717824e-09 |
382 | 0.999999984055457 | 3.18890850153361e-08 | 1.59445425076680e-08 |
383 | 0.999999964301687 | 7.13966265709806e-08 | 3.56983132854903e-08 |
384 | 0.999999924129483 | 1.51741033644186e-07 | 7.58705168220932e-08 |
385 | 0.999999833022664 | 3.33954672018704e-07 | 1.66977336009352e-07 |
386 | 0.999999692875644 | 6.14248712533528e-07 | 3.07124356266764e-07 |
387 | 0.999999378748684 | 1.24250263136691e-06 | 6.21251315683455e-07 |
388 | 0.999998677059022 | 2.64588195573111e-06 | 1.32294097786555e-06 |
389 | 0.999997704007212 | 4.59198557625525e-06 | 2.29599278812763e-06 |
390 | 0.99999587125907 | 8.25748186037655e-06 | 4.12874093018827e-06 |
391 | 0.99999172703173 | 1.65459365392680e-05 | 8.27296826963402e-06 |
392 | 0.999984809513296 | 3.03809734073010e-05 | 1.51904867036505e-05 |
393 | 0.999975009804868 | 4.9980390264174e-05 | 2.4990195132087e-05 |
394 | 0.999956357798623 | 8.7284402754675e-05 | 4.36422013773375e-05 |
395 | 0.99994551701913 | 0.000108965961738922 | 5.44829808694612e-05 |
396 | 0.999908901223444 | 0.000182197553112648 | 9.1098776556324e-05 |
397 | 0.999854197713057 | 0.000291604573885509 | 0.000145802286942754 |
398 | 0.999758586453344 | 0.000482827093311401 | 0.000241413546655701 |
399 | 0.99973375791868 | 0.000532484162640364 | 0.000266242081320182 |
400 | 0.99976612639046 | 0.000467747219079428 | 0.000233873609539714 |
401 | 0.999590213251947 | 0.000819573496105528 | 0.000409786748052764 |
402 | 0.999417113416538 | 0.00116577316692400 | 0.000582886583462001 |
403 | 0.999670514273376 | 0.000658971453247713 | 0.000329485726623856 |
404 | 0.999338703005753 | 0.00132259398849356 | 0.000661296994246778 |
405 | 0.99999998988733 | 2.02253389498652e-08 | 1.01126694749326e-08 |
406 | 0.99999999946696 | 1.06608058454480e-09 | 5.33040292272398e-10 |
407 | 0.999999997376738 | 5.24652371281779e-09 | 2.62326185640889e-09 |
408 | 0.999999990140064 | 1.97198729934662e-08 | 9.8599364967331e-09 |
409 | 0.999999968732367 | 6.2535265260401e-08 | 3.12676326302005e-08 |
410 | 0.999999841895835 | 3.1620832902518e-07 | 1.5810416451259e-07 |
411 | 0.99999925097988 | 1.49804023890334e-06 | 7.49020119451672e-07 |
412 | 0.999998879292033 | 2.24141593396462e-06 | 1.12070796698231e-06 |
413 | 0.999994528448605 | 1.09431027899943e-05 | 5.47155139499716e-06 |
414 | 0.999973765490647 | 5.24690187067153e-05 | 2.62345093533577e-05 |
415 | 0.999899400372277 | 0.000201199255446532 | 0.000100599627723266 |
416 | 0.999735858090782 | 0.000528283818436537 | 0.000264141909218268 |
417 | 0.99872471280791 | 0.00255057438417990 | 0.00127528719208995 |
418 | 0.995771662836626 | 0.00845667432674767 | 0.00422833716337384 |
419 | 0.9938844867733 | 0.0122310264533981 | 0.00611551322669907 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 343 | 0.840686274509804 | NOK |
5% type I error level | 348 | 0.852941176470588 | NOK |
10% type I error level | 350 | 0.857843137254902 | NOK |