Multiple Linear Regression - Estimated Regression Equation |
Wealth[t] = + 61717.3599305791 + 79750.7841883978Group[t] + 26.2815436219015Costs[t] -455.229985043956Trades[t] + 3.55237329156021`Dividends `[t] + 44851.7697638657M1[t] + 30297.9091810057M2[t] + 13057.1953704482M3[t] -135104.900329877M4[t] -40495.2398170421M5[t] -27870.9586201965M6[t] -13703.6963798287M7[t] -35442.1668144452M8[t] + 15124.118591117M9[t] -13400.7521437974M10[t] -64055.2437346312M11[t] + 33.2798030790441t + 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) | 61717.3599305791 | 73262.52063 | 0.8424 | 0.400043 | 0.200021 |
Group | 79750.7841883978 | 33589.301927 | 2.3743 | 0.018038 | 0.009019 |
Costs | 26.2815436219015 | 1.934678 | 13.5845 | 0 | 0 |
Trades | -455.229985043956 | 213.770506 | -2.1295 | 0.0338 | 0.0169 |
`Dividends ` | 3.55237329156021 | 0.518348 | 6.8533 | 0 | 0 |
M1 | 44851.7697638657 | 71628.615049 | 0.6262 | 0.531548 | 0.265774 |
M2 | 30297.9091810057 | 71255.74016 | 0.4252 | 0.670912 | 0.335456 |
M3 | 13057.1953704482 | 71497.404028 | 0.1826 | 0.855182 | 0.427591 |
M4 | -135104.900329877 | 71521.572063 | -1.889 | 0.059589 | 0.029795 |
M5 | -40495.2398170421 | 71573.811093 | -0.5658 | 0.571848 | 0.285924 |
M6 | -27870.9586201965 | 71502.988464 | -0.3898 | 0.696894 | 0.348447 |
M7 | -13703.6963798287 | 71285.763609 | -0.1922 | 0.847652 | 0.423826 |
M8 | -35442.1668144452 | 71560.39752 | -0.4953 | 0.620668 | 0.310334 |
M9 | 15124.118591117 | 71232.568916 | 0.2123 | 0.831962 | 0.415981 |
M10 | -13400.7521437974 | 71659.210408 | -0.187 | 0.851747 | 0.425873 |
M11 | -64055.2437346312 | 71790.94144 | -0.8922 | 0.372779 | 0.186389 |
t | 33.2798030790441 | 135.994911 | 0.2447 | 0.806799 | 0.4034 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.753065489427061 |
R-squared | 0.567107631366019 |
Adjusted R-squared | 0.55037749151543 |
F-TEST (value) | 33.8973634668132 |
F-TEST (DF numerator) | 16 |
F-TEST (DF denominator) | 414 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 300010.442841773 |
Sum Squared Residuals | 37262594047044.3 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 6282929 | 4723546.87600595 | 1559382.12399405 |
2 | 4324047 | 1104560.63895501 | 3219486.36104499 |
3 | 4108272 | 2791295.47336645 | 1316976.52663355 |
4 | -1212617 | 1793729.21884625 | -3006346.21884625 |
5 | 1485329 | 1852520.08253956 | -367191.082539559 |
6 | 1779876 | 1721751.13208589 | 58124.8679141072 |
7 | 1367203 | 1364990.51914930 | 2212.48085069837 |
8 | 2519076 | 1905435.24349416 | 613640.756505844 |
9 | 912684 | 1156781.00914634 | -244097.009146343 |
10 | 1443586 | 676379.630138452 | 767206.369861548 |
11 | 1220017 | 1496800.06975292 | -276783.069752921 |
12 | 984885 | 515850.076255503 | 469034.923744497 |
13 | 1457425 | 545313.75337373 | 912111.24662627 |
14 | -572920 | 1240736.17726723 | -1813656.17726723 |
15 | 929144 | 912022.603102543 | 17121.3968974570 |
16 | 1151176 | 589586.09335292 | 561589.90664708 |
17 | 790090 | 1183058.6550438 | -392968.655043799 |
18 | 774497 | 838836.241901893 | -64339.2419018926 |
19 | 990576 | 1138185.03303685 | -147609.033036847 |
20 | 454195 | 761891.138270648 | -307696.138270648 |
21 | 876607 | 736965.875742847 | 139641.124257153 |
22 | 711969 | 960910.039016083 | -248941.039016083 |
23 | 702380 | 890310.237168951 | -187930.237168951 |
24 | 264449 | 767134.552476416 | -502685.552476416 |
25 | 450033 | 723527.374585145 | -273494.374585145 |
26 | 541063 | 706401.377408417 | -165338.377408417 |
27 | 588864 | 985924.185547839 | -397060.185547839 |
28 | -37216 | 276892.150979592 | -314108.150979592 |
29 | 783310 | 344796.734751564 | 438513.265248436 |
30 | 467359 | 426492.178852535 | 40866.8211474649 |
31 | 688779 | 514220.610981233 | 174558.389018767 |
32 | 608419 | 755970.933428907 | -147551.933428907 |
33 | 696348 | 597858.911747762 | 98489.0882522378 |
34 | 597793 | 588459.263533839 | 9333.7364661615 |
35 | 821730 | 1118801.32733834 | -297071.327338337 |
36 | 377934 | 843646.766448746 | -465712.766448746 |
37 | 651939 | 652442.623799275 | -503.623799274778 |
38 | 697458 | 675955.66450971 | 21502.3354902902 |
39 | 700368 | 863282.978765666 | -162914.978765666 |
40 | 225986 | 252368.503049678 | -26382.503049678 |
41 | 348695 | 309497.804636196 | 39197.1953638039 |
42 | 373683 | 710624.638581665 | -336941.638581665 |
43 | 501709 | 398738.394206874 | 102970.605793126 |
44 | 413743 | 577943.188384993 | -164200.188384994 |
45 | 379825 | 417424.3789407 | -37599.3789407004 |
46 | 336260 | 576282.404221064 | -240022.404221064 |
47 | 636765 | 848403.363456873 | -211638.363456873 |
48 | 481231 | 679964.93111762 | -198733.93111762 |
49 | 469107 | 631871.718299586 | -162764.718299586 |
50 | 211928 | 410095.691986584 | -198167.691986584 |
51 | 563925 | 574097.687484827 | -10172.6874848269 |
52 | 511939 | 527591.97422087 | -15652.9742208698 |
53 | 521016 | 912793.731567473 | -391777.731567473 |
54 | 543856 | 590864.120953932 | -47008.1209539317 |
55 | 329304 | 736418.005907029 | -407114.005907029 |
56 | 423262 | 264567.750224546 | 158694.249775454 |
57 | 509665 | 352006.578156749 | 157658.421843251 |
58 | 455881 | 472974.013281360 | -17093.0132813595 |
59 | 367772 | 338109.866136085 | 29662.1338639149 |
60 | 406339 | 653159.581950657 | -246820.581950657 |
61 | 493408 | 648395.144754644 | -154987.144754643 |
62 | 232942 | 331238.547311742 | -98296.5473117418 |
63 | 416002 | 559498.306291492 | -143496.306291492 |
64 | 337430 | 455360.25568077 | -117930.255680770 |
65 | 361517 | 267375.682231798 | 94141.3177682024 |
66 | 360962 | 275907.883797156 | 85054.1162028436 |
67 | 235561 | 326683.940449508 | -91122.9404495077 |
68 | 408247 | 494857.806820692 | -86610.8068206916 |
69 | 450296 | 539544.060953815 | -89248.0609538145 |
70 | 418799 | 563982.716762388 | -145183.716762388 |
71 | 247405 | 230486.089657439 | 16918.9103425611 |
72 | 378519 | 315023.559214849 | 63495.4407851509 |
73 | 326638 | 510825.044019074 | -184187.044019074 |
74 | 328233 | 385680.336291835 | -57447.336291835 |
75 | 386225 | 535553.228982642 | -149328.228982642 |
76 | 283662 | 310697.536185903 | -27035.5361859031 |
77 | 370225 | 436684.555724704 | -66459.5557247037 |
78 | 269236 | 301084.296102227 | -31848.2961022269 |
79 | 365732 | 277786.846278116 | 87945.153721884 |
80 | 420383 | 467062.229663435 | -46679.2296634354 |
81 | 345811 | 320600.521224105 | 25210.4787758955 |
82 | 431809 | 538848.857070788 | -107039.857070788 |
83 | 418876 | 490265.271648115 | -71389.2716481146 |
84 | 297476 | 218474.691844729 | 79001.3081552713 |
85 | 416776 | 480995.722977684 | -64219.722977684 |
86 | 357257 | 519647.011614015 | -162390.011614015 |
87 | 458343 | 454881.819368897 | 3461.18063110331 |
88 | 388386 | 306664.623427468 | 81721.3765725317 |
89 | 358934 | 428936.332593655 | -70002.3325936554 |
90 | 407560 | 413855.706801921 | -6295.70680192093 |
91 | 392558 | 419392.355577952 | -26834.3555779522 |
92 | 373177 | 462429.964932205 | -89252.964932205 |
93 | 428370 | 319987.124199028 | 108382.875800972 |
94 | 369419 | 719582.463500102 | -350163.463500102 |
95 | 358649 | 163294.096575631 | 195354.903424369 |
96 | 376641 | 419398.065319212 | -42757.0653192119 |
97 | 467427 | 514704.430657763 | -47277.4306577634 |
98 | 364885 | 371373.806739256 | -6488.80673925615 |
99 | 436230 | 597745.934145087 | -161515.934145087 |
100 | 329118 | 301139.39387194 | 27978.6061280599 |
101 | 317365 | 392837.942127499 | -75472.9421274991 |
102 | 286849 | 374005.7201779 | -87156.7201779 |
103 | 376685 | 488844.662590856 | -112159.662590856 |
104 | 407198 | 440801.860052959 | -33603.8600529594 |
105 | 377772 | 345946.949870988 | 31825.0501290116 |
106 | 271483 | 315191.393916428 | -43708.393916428 |
107 | 153661 | 350092.773859614 | -196431.773859614 |
108 | 513294 | 537445.341368252 | -24151.341368252 |
109 | 324881 | 587780.467530443 | -262899.467530443 |
110 | 264512 | 468974.335567092 | -204462.335567092 |
111 | 420968 | 330755.927776891 | 90212.0722231089 |
112 | 129302 | 249616.508072666 | -120314.508072666 |
113 | 191521 | 433410.425756866 | -241889.425756866 |
114 | 268673 | 436961.39436216 | -168288.394362160 |
115 | 353179 | 368367.654782122 | -15188.6547821224 |
116 | 354624 | 252108.809125806 | 102515.190874194 |
117 | 363713 | 381380.622456508 | -17667.6224565079 |
118 | 456657 | 416232.920932942 | 40424.0790670578 |
119 | 211742 | 407045.703749825 | -195303.703749825 |
120 | 338381 | 273923.211931125 | 64457.7880688755 |
121 | 418530 | 738606.022637776 | -320076.022637776 |
122 | 351483 | 350707.546500311 | 775.453499689494 |
123 | 372928 | 399364.437043739 | -26436.4370437386 |
124 | 485538 | 423043.012259534 | 62494.9877404665 |
125 | 279268 | 381371.943712331 | -102103.943712331 |
126 | 219060 | 463275.127166866 | -244215.127166866 |
127 | 325560 | 267940.304805325 | 57619.6951946752 |
128 | 325314 | 245778.292629222 | 79535.7073707777 |
129 | 322046 | 285285.691592645 | 36760.3084073549 |
130 | 325560 | 268343.088450593 | 57216.9115494068 |
131 | 325599 | 214653.895669391 | 110945.104330609 |
132 | 377028 | 276020.842664702 | 101007.157335298 |
133 | 325560 | 326695.449767493 | -1135.44976749345 |
134 | 323850 | 312532.531748013 | 11317.4682519870 |
135 | 325560 | 294967.434980234 | 30592.565019766 |
136 | 331514 | 150282.756744427 | 181231.243255573 |
137 | 325632 | 239385.23110045 | 86246.76889955 |
138 | 325560 | 254139.120398826 | 71420.8796011735 |
139 | 325560 | 268339.662442273 | 57220.3375577267 |
140 | 325560 | 246634.471810736 | 78925.5281892642 |
141 | 322265 | 294938.731903282 | 27326.2680967177 |
142 | 325560 | 268742.446087542 | 56817.5539124582 |
143 | 325906 | 223523.969265779 | 102382.030734221 |
144 | 325985 | 282408.316405485 | 43576.6835945147 |
145 | 346145 | 341684.399958494 | 4460.60004150556 |
146 | 325898 | 300821.011543166 | 25076.9884568344 |
147 | 325560 | 295366.792617182 | 30193.2073828175 |
148 | 325356 | 145151.653630799 | 180204.346369201 |
149 | 325560 | 241880.917035850 | 83679.0829641497 |
150 | 325930 | 255502.692155739 | 70427.3078442605 |
151 | 318020 | 270499.710198641 | 47520.2898013586 |
152 | 326389 | 259213.477307534 | 67175.5226924663 |
153 | 325560 | 297633.394656326 | 27926.6053436744 |
154 | 302925 | 268728.998822019 | 34196.0011779809 |
155 | 325540 | 218454.950231602 | 107085.049768398 |
156 | 325560 | 282609.115474446 | 42950.8845255543 |
157 | 325560 | 327494.165041391 | -1934.16504139052 |
158 | 326736 | 317374.043000969 | 9361.95699903066 |
159 | 340580 | 303667.612187139 | 36912.3878128614 |
160 | 325560 | 147637.334356885 | 177922.665643115 |
161 | 325560 | 242280.274672799 | 83279.7253272011 |
162 | 325560 | 254937.835672724 | 70622.1643272765 |
163 | 325560 | 269138.377716170 | 56421.6222838296 |
164 | 331828 | 248226.724119896 | 83601.2758801039 |
165 | 323299 | 295774.42439423 | 27524.5756057697 |
166 | 325560 | 269541.161361439 | 56018.8386385612 |
167 | 325560 | 218919.949573684 | 106640.050426316 |
168 | 387722 | 240858.508971897 | 146863.491028103 |
169 | 325560 | 327893.522678339 | -2333.52267833903 |
170 | 325560 | 313372.941898558 | 12187.0581014419 |
171 | 325560 | 296165.507891080 | 29394.4921089204 |
172 | 324598 | 150160.110682123 | 174437.889317877 |
173 | 325560 | 242679.632309747 | 82880.3676902526 |
174 | 328726 | 260902.067468643 | 67823.9325313572 |
175 | 325560 | 269537.735353119 | 56022.2646468811 |
176 | 325043 | 247376.641997551 | 77666.3580024486 |
177 | 325560 | 298432.109930223 | 27127.8900697773 |
178 | 325806 | 351190.872131185 | -25384.8721311855 |
179 | 325560 | 219319.307210633 | 106240.692789367 |
180 | 325560 | 283407.830748343 | 42152.1692516572 |
181 | 387732 | 377159.742314702 | 10572.2576852980 |
182 | 349729 | 441721.752253824 | -91992.7522538237 |
183 | 332202 | 277634.082863178 | 54567.9171368224 |
184 | 305442 | 270691.830134509 | 34750.1698654909 |
185 | 329537 | 327676.704703191 | 1860.29529680927 |
186 | 327055 | 344638.40952313 | -17583.4095231302 |
187 | 356245 | 375528.002689321 | -19283.0026893208 |
188 | 328451 | 254564.387551125 | 73886.6124488754 |
189 | 307062 | 320345.622290591 | -13283.6222905913 |
190 | 325560 | 270339.876635336 | 55220.1233646641 |
191 | 331345 | 220791.273987725 | 110553.726012275 |
192 | 325560 | 283807.188385291 | 41752.8116147087 |
193 | 331824 | 332899.21538798 | -1075.21538798025 |
194 | 325560 | 314171.657172455 | 11388.3428275449 |
195 | 325685 | 297393.549875867 | 28291.4501241328 |
196 | 325560 | 228586.191456128 | 96973.8085438718 |
197 | 404480 | 541818.036069996 | -137338.036069996 |
198 | 325560 | 335886.692771967 | -10326.6927719673 |
199 | 325560 | 350087.234815414 | -24527.2348154141 |
200 | 318314 | 400331.946931936 | -82017.9469319358 |
201 | 325560 | 378981.609392518 | -53421.6093925178 |
202 | 325560 | 350490.018460683 | -24930.0184606825 |
203 | 325560 | 299868.806672928 | 25691.1933270723 |
204 | 311807 | 321775.940410586 | -9968.94041058597 |
205 | 337724 | 508880.911354209 | -171156.911354209 |
206 | 326431 | 396999.175864833 | -70568.175864833 |
207 | 327556 | 394597.372810798 | -67041.3728107981 |
208 | 325560 | 228985.549093077 | 96574.4509069234 |
209 | 356850 | 295585.114031613 | 61264.8859683871 |
210 | 325560 | 336286.050408916 | -10726.0504089157 |
211 | 325560 | 270735.808263965 | 54824.1917360355 |
212 | 325560 | 249030.617632427 | 76529.382367573 |
213 | 322741 | 281138.685728704 | 41602.3142712961 |
214 | 310902 | 278956.777112626 | 31945.2228873737 |
215 | 324295 | 238114.62377423 | 86180.3762257698 |
216 | 325560 | 284605.903659188 | 40954.0963408116 |
217 | 326156 | 326637.649935473 | -481.649935473209 |
218 | 326960 | 312394.830059441 | 14565.1699405591 |
219 | 325560 | 297762.938438874 | 27797.0615611263 |
220 | 333411 | 152446.322678022 | 180964.677321978 |
221 | 297761 | 249279.229089246 | 48481.7709107544 |
222 | 325560 | 256934.623857466 | 68625.3761425338 |
223 | 325536 | 270225.398349277 | 55310.6016507235 |
224 | 325560 | 249429.975269376 | 76130.0247306244 |
225 | 325762 | 299946.663110150 | 25815.3368898504 |
226 | 327957 | 269438.062393354 | 58518.9376066456 |
227 | 325560 | 220916.737758427 | 104643.262241573 |
228 | 325560 | 285005.261296137 | 40554.7387038631 |
229 | 318521 | 349300.060014659 | -30779.0600146592 |
230 | 325560 | 315369.730083301 | 10190.2699166993 |
231 | 319775 | 313746.308205104 | 6028.69179489576 |
232 | 325560 | 150033.480178576 | 175526.519821424 |
233 | 325560 | 244676.42049449 | 80883.57950551 |
234 | 332128 | 262698.272401174 | 69429.7275988256 |
235 | 325560 | 271534.523537862 | 54025.4764621384 |
236 | 325486 | 249508.37059423 | 75977.6294057702 |
237 | 325560 | 300428.898114965 | 25131.1018850347 |
238 | 325838 | 269280.918593658 | 56557.0814063418 |
239 | 325560 | 221316.095395375 | 104243.904604625 |
240 | 325560 | 285404.618933085 | 40155.3810669145 |
241 | 325560 | 330289.66850003 | -4729.6685000302 |
242 | 331767 | 319147.381772175 | 12619.6182278253 |
243 | 325560 | 298561.653712771 | 26998.3462872292 |
244 | 324523 | 144217.514273111 | 180305.485726889 |
245 | 339995 | 347029.802484597 | -7034.80248459715 |
246 | 325560 | 337484.123319761 | -11924.1233197613 |
247 | 325560 | 351684.665363208 | -26124.6653632082 |
248 | 319582 | 252529.025063476 | 67052.9749365242 |
249 | 325560 | 380579.039940312 | -55019.0399403119 |
250 | 325560 | 352087.449008477 | -26527.4490084766 |
251 | 307245 | 195998.820404267 | 111246.179595733 |
252 | 325560 | 365554.760758432 | -39994.7607584321 |
253 | 317967 | 346689.699804498 | -28722.6998044981 |
254 | 331488 | 342931.787215212 | -11443.787215212 |
255 | 335452 | 361720.469620189 | -26268.4696201892 |
256 | 325560 | 150832.195452473 | 174727.804547527 |
257 | 334184 | 230467.056889824 | 103716.943110176 |
258 | 313213 | 205531.990780489 | 107681.009219511 |
259 | 325560 | 352084.023000157 | -26524.0230001568 |
260 | 325560 | 250628.048180221 | 74931.9518197788 |
261 | 325560 | 380978.397577261 | -55418.3975772605 |
262 | 325560 | 352486.806645425 | -26926.8066454252 |
263 | 348678 | 265628.682134546 | 83049.3178654535 |
264 | 328727 | 280821.694507779 | 47905.3054922213 |
265 | 325560 | 410839.167962325 | -85279.1679623252 |
266 | 325560 | 316567.802994146 | 8992.1970058537 |
267 | 325560 | 379111.153175066 | -53551.153175066 |
268 | 387978 | 211324.395147427 | 176653.604852573 |
269 | 325560 | 325625.277593734 | -65.2775937337582 |
270 | 336704 | 291743.467348142 | 44960.5326518579 |
271 | 325560 | 352483.380637105 | -26923.3806371053 |
272 | 325560 | 330778.190005568 | -5218.19000556787 |
273 | 325560 | 381377.755214209 | -55817.755214209 |
274 | 322076 | 271234.898342928 | 50841.1016570724 |
275 | 325560 | 222514.168306221 | 103045.831693779 |
276 | 334272 | 286509.898134971 | 47762.1018650291 |
277 | 338197 | 337542.918740103 | 654.081259897182 |
278 | 325560 | 316967.160631095 | 8592.83936890518 |
279 | 321024 | 387420.4955223 | -66396.4955223002 |
280 | 322145 | 169854.423152804 | 152290.576847196 |
281 | 325560 | 326024.635230682 | -464.635230682282 |
282 | 325560 | 258931.412042209 | 66628.5879577912 |
283 | 323351 | 232711.320597853 | 90639.6794021472 |
284 | 325560 | 251426.763454118 | 74133.2365458818 |
285 | 327748 | 340707.091768415 | -12959.0917684154 |
286 | 325560 | 273534.737730924 | 52025.2622690759 |
287 | 325560 | 302664.310131567 | 22895.6898684326 |
288 | 328157 | 290676.470460678 | 37480.5295393219 |
289 | 325560 | 411637.883236222 | -86077.8832362222 |
290 | 311594 | 272961.831611061 | 38632.1683889391 |
291 | 325560 | 379909.868448963 | -54349.8684489631 |
292 | 335962 | 152975.787171276 | 182986.212828724 |
293 | 372426 | 321505.095268317 | 50920.904731683 |
294 | 325560 | 259330.769679157 | 66229.2303208427 |
295 | 319844 | 264238.432567996 | 55605.5674320044 |
296 | 355822 | 327243.159447044 | 28578.8405529562 |
297 | 325560 | 302425.686299708 | 23134.3137002920 |
298 | 325560 | 353684.879556271 | -28124.8795562707 |
299 | 325560 | 223312.883580118 | 102247.116419882 |
300 | 325560 | 287401.407117828 | 38158.5928821719 |
301 | 324047 | 411281.852358394 | -87234.8523583938 |
302 | 311464 | 317620.983132544 | -6156.98313254424 |
303 | 325560 | 300558.441897513 | 25001.5581024866 |
304 | 325560 | 232180.410188665 | 93379.5898113351 |
305 | 353417 | 236429.404215685 | 116987.595784315 |
306 | 325590 | 255738.906137327 | 69851.0938626725 |
307 | 325560 | 353681.453547951 | -28121.4535479509 |
308 | 328576 | 343259.738096802 | -14683.7380968015 |
309 | 326126 | 281456.419455351 | 44669.5805446493 |
310 | 325560 | 354084.237193219 | -28524.2371932193 |
311 | 325560 | 303463.025405464 | 22096.9745945355 |
312 | 369376 | 353647.865192304 | 15728.1348076957 |
313 | 325560 | 412436.598510119 | -86876.5985101194 |
314 | 332013 | 407593.861825974 | -75580.8618259743 |
315 | 325871 | 299361.371530106 | 26509.6284698942 |
316 | 342165 | 168672.216394835 | 173492.783605165 |
317 | 324967 | 245257.366114565 | 79709.6338854354 |
318 | 314832 | 263650.094121494 | 51181.9058785057 |
319 | 325557 | 271621.376256568 | 53935.6237434321 |
320 | 325560 | 252624.836364964 | 72935.1636350362 |
321 | 325560 | 303224.401573605 | 22335.598426395 |
322 | 325560 | 274732.810641770 | 50827.1893582303 |
323 | 325560 | 224111.598854015 | 101448.401145985 |
324 | 325560 | 367950.906580123 | -42390.9065801233 |
325 | 325560 | 333085.17195867 | -7525.1719586699 |
326 | 322649 | 318239.429915066 | 4409.57008493401 |
327 | 325560 | 381107.941359809 | -55547.9413598086 |
328 | 325560 | 232979.125462562 | 92580.874537438 |
329 | 325560 | 247871.281590078 | 77688.7184099217 |
330 | 325560 | 260528.842590003 | 65031.1574099971 |
331 | 325560 | 274729.38463345 | 50830.6153665502 |
332 | 325560 | 253024.194001912 | 72535.8059980877 |
333 | 325560 | 303623.759210554 | 21936.2407894464 |
334 | 324598 | 274167.687248779 | 50430.312751221 |
335 | 325567 | 223651.644677538 | 101915.355322462 |
336 | 325560 | 288599.480028674 | 36960.5199713263 |
337 | 324005 | 333154.961258455 | -9149.96125845461 |
338 | 325560 | 318963.948815837 | 6596.05118416253 |
339 | 325748 | 302609.822656799 | 23138.1773432009 |
340 | 323385 | 147492.261992800 | 175892.738007200 |
341 | 315409 | 257421.066245144 | 57987.9337548555 |
342 | 325560 | 260928.200226951 | 64631.7997730486 |
343 | 325560 | 275128.742270398 | 50431.2577296017 |
344 | 325560 | 253423.551638861 | 72136.4483611391 |
345 | 325560 | 304023.116847502 | 21536.8831524979 |
346 | 325560 | 275531.525915667 | 50028.4740843333 |
347 | 312275 | 219615.535895575 | 92659.464104425 |
348 | 325560 | 288998.837665622 | 36561.1623343778 |
349 | 325560 | 333883.887232567 | -8323.88723256697 |
350 | 325560 | 319363.306452786 | 6196.693547214 |
351 | 320576 | 296444.358140035 | 24131.6418599654 |
352 | 325246 | 152486.808124726 | 172759.191875274 |
353 | 332961 | 254638.083196499 | 78322.9168035012 |
354 | 323010 | 268743.048359917 | 54266.9516400827 |
355 | 325560 | 275528.099907347 | 50031.9000926532 |
356 | 325560 | 253822.909275809 | 71737.0907241906 |
357 | 345253 | 358415.0903294 | -13162.0903293997 |
358 | 325560 | 275930.883552615 | 49629.1164473847 |
359 | 325560 | 225309.671764861 | 100250.328235139 |
360 | 325560 | 289398.195302571 | 36161.8046974293 |
361 | 325559 | 332495.711219545 | -6936.7112195447 |
362 | 325560 | 319762.664089735 | 5797.33591026546 |
363 | 325560 | 302555.230082256 | 23004.7699177439 |
364 | 319634 | 237461.926444919 | 82172.073555081 |
365 | 319951 | 244938.17749604 | 75012.8225039602 |
366 | 325560 | 261726.915500848 | 63833.0844991515 |
367 | 325560 | 275927.457544295 | 49632.5424557046 |
368 | 325560 | 254222.266912758 | 71337.7330872421 |
369 | 325560 | 304821.832121399 | 20738.1678786008 |
370 | 325560 | 276330.241189564 | 49229.7588104362 |
371 | 325560 | 225709.029401809 | 99850.970598191 |
372 | 318519 | 280026.806559598 | 38492.1934404021 |
373 | 343222 | 393119.435338045 | -49897.4353380448 |
374 | 317234 | 338844.510827247 | -21610.5108272468 |
375 | 325560 | 302954.587719205 | 22605.4122807954 |
376 | 325560 | 154825.771821958 | 170734.228178042 |
377 | 314025 | 225588.379784801 | 88436.620215199 |
378 | 320249 | 272062.766266005 | 48186.2337339953 |
379 | 325560 | 276326.815181244 | 49233.1848187561 |
380 | 325560 | 254621.624549706 | 70938.3754502936 |
381 | 325560 | 305221.189758348 | 20338.8102416523 |
382 | 349365 | 308506.339499088 | 40858.6605009122 |
383 | 289197 | 136338.430393854 | 152858.569606146 |
384 | 325560 | 290196.910576468 | 35363.0894235322 |
385 | 329245 | 336881.939902507 | -7636.9399025068 |
386 | 240869 | 392931.954434199 | -152062.954434199 |
387 | 327182 | 300303.484344596 | 26878.5156554037 |
388 | 322876 | 168381.170429294 | 154494.829570706 |
389 | 323117 | 249250.786760584 | 73866.2132394164 |
390 | 306351 | 262672.915121831 | 43678.0848781689 |
391 | 335137 | 289676.868635853 | 45460.1313641474 |
392 | 308271 | 258250.276194433 | 50020.7238055675 |
393 | 301731 | 319598.10348987 | -17867.1034898701 |
394 | 382409 | 317800.927816761 | 64608.0721832391 |
395 | 279230 | 472159.404325318 | -192929.404325318 |
396 | 298731 | 291405.932791261 | 7325.06720873876 |
397 | 243650 | 417492.288034455 | -173842.288034455 |
398 | 532682 | 599643.991451262 | -66961.9914512626 |
399 | 319771 | 324749.145572107 | -4978.1455721066 |
400 | 171493 | 87331.3803208697 | 84161.6196791303 |
401 | 347262 | 310316.254331063 | 36945.7456689366 |
402 | 343945 | 291691.226650270 | 52253.7733497296 |
403 | 311874 | 284106.582591684 | 27767.4174083159 |
404 | 302211 | 394556.543832380 | -92345.5438323805 |
405 | 316708 | 331002.894146142 | -14294.8941461416 |
406 | 333463 | 338106.480065947 | -4643.48006594709 |
407 | 344282 | 261823.300570168 | 82458.6994298317 |
408 | 319635 | 305621.794465049 | 14013.2055349508 |
409 | 301186 | 333858.765788474 | -32672.7657884744 |
410 | 300381 | 371969.782031745 | -71588.7820317448 |
411 | 318765 | 343107.831886442 | -24342.8318864416 |
412 | 286146 | 400505.643680729 | -114359.643680729 |
413 | 306844 | 341192.307075957 | -34348.3070759573 |
414 | 307705 | 466589.386579623 | -158884.386579623 |
415 | 312448 | 376668.247336475 | -64220.2473364751 |
416 | 299715 | 325179.504033779 | -25464.504033779 |
417 | 373399 | 271467.841953165 | 101931.158046835 |
418 | 299446 | 385328.562392158 | -85882.5623921584 |
419 | 325586 | 278993.480490455 | 46592.5195095448 |
420 | 291221 | 325873.734982372 | -34652.7349823716 |
421 | 261173 | 394141.755061776 | -132968.755061776 |
422 | 255027 | 408500.795024155 | -153473.795024155 |
423 | -78375 | 388040.962586321 | -466415.962586321 |
424 | -58143 | 298729.471039409 | -356872.471039409 |
425 | 227033 | 279940.575529604 | -52907.5755296037 |
426 | 235098 | 440368.729833237 | -205270.729833237 |
427 | 21267 | 335733.368797212 | -314466.368797212 |
428 | 238675 | 1433966.53870579 | -1195291.53870579 |
429 | 197687 | 594873.516762281 | -397186.516762281 |
430 | 418341 | 697177.610778528 | -278836.610778528 |
431 | -297706 | 501973.604780658 | -799679.604780658 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
20 | 1 | 1.26591730518362e-98 | 6.32958652591812e-99 |
21 | 1 | 6.71616280895762e-105 | 3.35808140447881e-105 |
22 | 1 | 1.14436092666410e-107 | 5.72180463332051e-108 |
23 | 1 | 1.86322410321611e-118 | 9.31612051608055e-119 |
24 | 1 | 2.48947530377986e-123 | 1.24473765188993e-123 |
25 | 1 | 1.19050716926223e-123 | 5.95253584631113e-124 |
26 | 1 | 2.4840277790352e-127 | 1.2420138895176e-127 |
27 | 1 | 2.54573643829456e-129 | 1.27286821914728e-129 |
28 | 1 | 1.46898991464012e-143 | 7.34494957320061e-144 |
29 | 1 | 1.84136070830341e-195 | 9.20680354151705e-196 |
30 | 1 | 3.52605807509895e-207 | 1.76302903754948e-207 |
31 | 1 | 4.47295660229739e-211 | 2.23647830114870e-211 |
32 | 1 | 4.14618763195707e-213 | 2.07309381597854e-213 |
33 | 1 | 6.64130729235011e-219 | 3.32065364617506e-219 |
34 | 1 | 5.88055810950743e-220 | 2.94027905475371e-220 |
35 | 1 | 6.40156755342259e-219 | 3.20078377671129e-219 |
36 | 1 | 5.17042906730416e-218 | 2.58521453365208e-218 |
37 | 1 | 2.28022493199618e-224 | 1.14011246599809e-224 |
38 | 1 | 3.94418903753161e-232 | 1.97209451876581e-232 |
39 | 1 | 2.34179230688861e-232 | 1.17089615344430e-232 |
40 | 1 | 8.91133083099437e-236 | 4.45566541549719e-236 |
41 | 1 | 8.69084866641544e-236 | 4.34542433320772e-236 |
42 | 1 | 2.87626189196537e-237 | 1.43813094598268e-237 |
43 | 1 | 7.10142899861852e-239 | 3.55071449930926e-239 |
44 | 1 | 7.66697742760557e-239 | 3.83348871380279e-239 |
45 | 1 | 7.50390908803499e-240 | 3.75195454401750e-240 |
46 | 1 | 3.56075628512148e-239 | 1.78037814256074e-239 |
47 | 1 | 4.66494227857172e-238 | 2.33247113928586e-238 |
48 | 1 | 1.68428845104521e-237 | 8.42144225522603e-238 |
49 | 1 | 1.07470725080872e-236 | 5.37353625404361e-237 |
50 | 1 | 5.55042214846523e-237 | 2.77521107423262e-237 |
51 | 1 | 1.04836576566186e-237 | 5.24182882830929e-238 |
52 | 1 | 5.30287871646696e-237 | 2.65143935823348e-237 |
53 | 1 | 3.36043824551246e-236 | 1.68021912275623e-236 |
54 | 1 | 3.68575252506433e-235 | 1.84287626253216e-235 |
55 | 1 | 8.28788832429972e-237 | 4.14394416214986e-237 |
56 | 1 | 4.71382592907991e-239 | 2.35691296453995e-239 |
57 | 1 | 1.06962523362252e-244 | 5.34812616811259e-245 |
58 | 1 | 2.75140703527977e-245 | 1.37570351763988e-245 |
59 | 1 | 5.92861706469956e-246 | 2.96430853234978e-246 |
60 | 1 | 1.50689763792396e-245 | 7.53448818961981e-246 |
61 | 1 | 4.15805822053818e-247 | 2.07902911026909e-247 |
62 | 1 | 1.24898329156338e-246 | 6.24491645781691e-247 |
63 | 1 | 1.31218676707794e-245 | 6.5609338353897e-246 |
64 | 1 | 3.78517518448879e-245 | 1.89258759224440e-245 |
65 | 1 | 7.01936549643968e-246 | 3.50968274821984e-246 |
66 | 1 | 3.33226500205837e-245 | 1.66613250102919e-245 |
67 | 1 | 4.51017154184021e-246 | 2.25508577092011e-246 |
68 | 1 | 7.19221244155449e-245 | 3.59610622077724e-245 |
69 | 1 | 7.86818534373299e-244 | 3.93409267186649e-244 |
70 | 1 | 9.24116273087772e-243 | 4.62058136543886e-243 |
71 | 1 | 4.29966601258203e-242 | 2.14983300629102e-242 |
72 | 1 | 6.4998961214985e-244 | 3.24994806074925e-244 |
73 | 1 | 8.37535954365387e-244 | 4.18767977182693e-244 |
74 | 1 | 8.35776153687081e-243 | 4.17888076843540e-243 |
75 | 1 | 3.42593139961272e-242 | 1.71296569980636e-242 |
76 | 1 | 8.57359468013816e-242 | 4.28679734006908e-242 |
77 | 1 | 1.54570282602731e-241 | 7.72851413013653e-242 |
78 | 1 | 2.13941193258964e-241 | 1.06970596629482e-241 |
79 | 1 | 1.08083173125742e-240 | 5.40415865628711e-241 |
80 | 1 | 7.19812311747625e-240 | 3.59906155873812e-240 |
81 | 1 | 6.5763935388067e-239 | 3.28819676940335e-239 |
82 | 1 | 2.39721879820505e-238 | 1.19860939910253e-238 |
83 | 1 | 3.02789102666374e-238 | 1.51394551333187e-238 |
84 | 1 | 1.47280914338476e-237 | 7.36404571692379e-238 |
85 | 1 | 1.88560684223457e-236 | 9.42803421117284e-237 |
86 | 1 | 1.24323040741834e-236 | 6.21615203709172e-237 |
87 | 1 | 1.31803927705893e-236 | 6.59019638529467e-237 |
88 | 1 | 1.47241684068257e-236 | 7.36208420341286e-237 |
89 | 1 | 5.63043578372406e-236 | 2.81521789186203e-236 |
90 | 1 | 5.40474737107711e-235 | 2.70237368553856e-235 |
91 | 1 | 6.95540925853582e-234 | 3.47770462926791e-234 |
92 | 1 | 8.68838146941837e-233 | 4.34419073470918e-233 |
93 | 1 | 3.58805797579998e-233 | 1.79402898789999e-233 |
94 | 1 | 8.31326275320813e-233 | 4.15663137660407e-233 |
95 | 1 | 1.86513578685522e-234 | 9.32567893427612e-235 |
96 | 1 | 4.43171288509793e-234 | 2.21585644254896e-234 |
97 | 1 | 5.90456383244184e-233 | 2.95228191622092e-233 |
98 | 1 | 3.36760888578381e-232 | 1.68380444289191e-232 |
99 | 1 | 1.52583386480117e-231 | 7.62916932400585e-232 |
100 | 1 | 1.39073912765883e-230 | 6.95369563829413e-231 |
101 | 1 | 1.47962105110701e-229 | 7.39810525553506e-230 |
102 | 1 | 5.53537103892923e-230 | 2.76768551946461e-230 |
103 | 1 | 4.41576914297392e-229 | 2.20788457148696e-229 |
104 | 1 | 6.54216017561485e-229 | 3.27108008780742e-229 |
105 | 1 | 5.75203438238998e-228 | 2.87601719119499e-228 |
106 | 1 | 4.57010816030519e-228 | 2.28505408015259e-228 |
107 | 1 | 1.9639148056596e-228 | 9.819574028298e-229 |
108 | 1 | 2.827842472007e-228 | 1.4139212360035e-228 |
109 | 1 | 8.96889251840893e-228 | 4.48444625920447e-228 |
110 | 1 | 1.75881111379773e-227 | 8.79405556898866e-228 |
111 | 1 | 2.62679180435192e-227 | 1.31339590217596e-227 |
112 | 1 | 1.16780046864139e-227 | 5.83900234320697e-228 |
113 | 1 | 8.74754722867876e-230 | 4.37377361433938e-230 |
114 | 1 | 2.51166504760437e-229 | 1.25583252380219e-229 |
115 | 1 | 1.24734856839131e-228 | 6.23674284195655e-229 |
116 | 1 | 4.88797785035495e-228 | 2.44398892517748e-228 |
117 | 1 | 3.41601787537610e-227 | 1.70800893768805e-227 |
118 | 1 | 1.63012545737867e-226 | 8.15062728689337e-227 |
119 | 1 | 6.6308925048587e-228 | 3.31544625242935e-228 |
120 | 1 | 6.82500413219744e-227 | 3.41250206609872e-227 |
121 | 1 | 9.6601447378045e-227 | 4.83007236890225e-227 |
122 | 1 | 1.26602617041430e-225 | 6.33013085207151e-226 |
123 | 1 | 9.07161878793019e-225 | 4.53580939396510e-225 |
124 | 1 | 6.22639217154435e-224 | 3.11319608577217e-224 |
125 | 1 | 6.94740556920085e-223 | 3.47370278460043e-223 |
126 | 1 | 6.95067837249785e-224 | 3.47533918624892e-224 |
127 | 1 | 7.77803247461124e-223 | 3.88901623730562e-223 |
128 | 1 | 8.33780134107138e-222 | 4.16890067053569e-222 |
129 | 1 | 1.12870175822733e-220 | 5.64350879113663e-221 |
130 | 1 | 1.0635180085361e-219 | 5.3175900426805e-220 |
131 | 1 | 8.7274003193769e-219 | 4.36370015968845e-219 |
132 | 1 | 1.38888496882673e-218 | 6.94442484413364e-219 |
133 | 1 | 1.91702928449573e-217 | 9.58514642247864e-218 |
134 | 1 | 2.60872357501438e-216 | 1.30436178750719e-216 |
135 | 1 | 3.25357346816242e-215 | 1.62678673408121e-215 |
136 | 1 | 1.35739838659016e-214 | 6.78699193295079e-215 |
137 | 1 | 1.30426614165282e-213 | 6.52133070826409e-214 |
138 | 1 | 1.36472482692817e-212 | 6.82362413464085e-213 |
139 | 1 | 1.70156665678550e-211 | 8.50783328392751e-212 |
140 | 1 | 2.02484680809542e-210 | 1.01242340404771e-210 |
141 | 1 | 2.68476400318027e-209 | 1.34238200159014e-209 |
142 | 1 | 2.81326827497579e-208 | 1.40663413748790e-208 |
143 | 1 | 2.23697069741212e-207 | 1.11848534870606e-207 |
144 | 1 | 2.58788522522657e-206 | 1.29394261261328e-206 |
145 | 1 | 3.12658338975863e-205 | 1.56329169487931e-205 |
146 | 1 | 3.76793183031838e-204 | 1.88396591515919e-204 |
147 | 1 | 4.69721281043411e-203 | 2.34860640521705e-203 |
148 | 1 | 2.95676501937519e-202 | 1.47838250968759e-202 |
149 | 1 | 3.09384336854349e-201 | 1.54692168427175e-201 |
150 | 1 | 3.44455117147539e-200 | 1.72227558573770e-200 |
151 | 1 | 4.27223076558776e-199 | 2.13611538279388e-199 |
152 | 1 | 4.78235856958521e-198 | 2.39117928479261e-198 |
153 | 1 | 5.71361058611467e-197 | 2.85680529305733e-197 |
154 | 1 | 5.12536675860538e-196 | 2.56268337930269e-196 |
155 | 1 | 5.5854568625232e-195 | 2.7927284312616e-195 |
156 | 1 | 6.30848625200766e-194 | 3.15424312600383e-194 |
157 | 1 | 7.53419607211151e-193 | 3.76709803605575e-193 |
158 | 1 | 9.06407456494233e-192 | 4.53203728247117e-192 |
159 | 1 | 1.05697813682383e-190 | 5.28489068411913e-191 |
160 | 1 | 8.01686328713232e-190 | 4.00843164356616e-190 |
161 | 1 | 8.48797432117886e-189 | 4.24398716058943e-189 |
162 | 1 | 9.39894052126092e-188 | 4.69947026063046e-188 |
163 | 1 | 1.11896964424896e-186 | 5.59484822124478e-187 |
164 | 1 | 1.31874111448985e-185 | 6.59370557244927e-186 |
165 | 1 | 1.43083175768734e-184 | 7.1541587884367e-185 |
166 | 1 | 1.41508223492348e-183 | 7.07541117461742e-184 |
167 | 1 | 1.54448480963593e-182 | 7.72242404817965e-183 |
168 | 1 | 3.39723117395115e-183 | 1.69861558697558e-183 |
169 | 1 | 3.82810742347308e-182 | 1.91405371173654e-182 |
170 | 1 | 4.35831239620071e-181 | 2.17915619810036e-181 |
171 | 1 | 5.00380077080162e-180 | 2.50190038540081e-180 |
172 | 1 | 4.28671489015268e-179 | 2.14335744507634e-179 |
173 | 1 | 4.56331230130041e-178 | 2.28165615065021e-178 |
174 | 1 | 5.08996771990251e-177 | 2.54498385995126e-177 |
175 | 1 | 5.83313335177105e-176 | 2.91656667588553e-176 |
176 | 1 | 6.52792451606124e-175 | 3.26396225803062e-175 |
177 | 1 | 6.90133984068629e-174 | 3.45066992034314e-174 |
178 | 1 | 6.14191302432624e-173 | 3.07095651216312e-173 |
179 | 1 | 6.61435602133494e-172 | 3.30717801066747e-172 |
180 | 1 | 7.22260410936749e-171 | 3.61130205468375e-171 |
181 | 1 | 4.55846994083995e-170 | 2.27923497041997e-170 |
182 | 1 | 3.47606652054632e-169 | 1.73803326027316e-169 |
183 | 1 | 3.01928101868589e-168 | 1.50964050934295e-168 |
184 | 1 | 1.50956053292992e-167 | 7.54780266464959e-168 |
185 | 1 | 1.52400830503695e-166 | 7.62004152518475e-167 |
186 | 1 | 1.56559849610909e-165 | 7.82799248054543e-166 |
187 | 1 | 1.15665001845957e-164 | 5.78325009229785e-165 |
188 | 1 | 1.24039998077043e-163 | 6.20199990385217e-164 |
189 | 1 | 7.06850584475601e-163 | 3.53425292237801e-163 |
190 | 1 | 6.4964655962779e-162 | 3.24823279813895e-162 |
191 | 1 | 6.0846471693142e-161 | 3.0423235846571e-161 |
192 | 1 | 6.35375393530594e-160 | 3.17687696765297e-160 |
193 | 1 | 6.37829722423509e-159 | 3.18914861211754e-159 |
194 | 1 | 6.5762000395371e-158 | 3.28810001976855e-158 |
195 | 1 | 6.81473053062778e-157 | 3.40736526531389e-157 |
196 | 1 | 6.99073037735415e-156 | 3.49536518867708e-156 |
197 | 1 | 1.23369618822316e-155 | 6.16848094111578e-156 |
198 | 1 | 1.22084603954284e-154 | 6.10423019771421e-155 |
199 | 1 | 1.17199858098136e-153 | 5.8599929049068e-154 |
200 | 1 | 1.79717510733344e-153 | 8.98587553666721e-154 |
201 | 1 | 1.49459540917772e-152 | 7.47297704588858e-153 |
202 | 1 | 1.21574664952397e-151 | 6.07873324761985e-152 |
203 | 1 | 1.23468624825387e-150 | 6.17343124126935e-151 |
204 | 1 | 1.13906039750576e-149 | 5.6953019875288e-150 |
205 | 1 | 1.41339076102803e-149 | 7.06695380514017e-150 |
206 | 1 | 1.25541847383607e-148 | 6.27709236918036e-149 |
207 | 1 | 9.72705785434562e-148 | 4.86352892717281e-148 |
208 | 1 | 9.40962618728617e-147 | 4.70481309364309e-147 |
209 | 1 | 1.77453261121069e-146 | 8.87266305605345e-147 |
210 | 1 | 1.72642585874421e-145 | 8.63212929372103e-146 |
211 | 1 | 1.73883157949326e-144 | 8.6941578974663e-145 |
212 | 1 | 1.69531798448482e-143 | 8.47658992242412e-144 |
213 | 1 | 1.69216991000158e-142 | 8.46084955000792e-143 |
214 | 1 | 1.15024185255968e-141 | 5.7512092627984e-142 |
215 | 1 | 1.11802529228045e-140 | 5.59012646140224e-141 |
216 | 1 | 1.08629951823157e-139 | 5.43149759115784e-140 |
217 | 1 | 1.04824574035593e-138 | 5.24122870177964e-139 |
218 | 1 | 9.87838860271e-138 | 4.939194301355e-138 |
219 | 1 | 9.4748961768108e-137 | 4.7374480884054e-137 |
220 | 1 | 4.90468344494452e-136 | 2.45234172247226e-136 |
221 | 1 | 3.33456824665253e-135 | 1.66728412332627e-135 |
222 | 1 | 3.10904488513382e-134 | 1.55452244256691e-134 |
223 | 1 | 2.97326500032252e-133 | 1.48663250016126e-133 |
224 | 1 | 2.75653856478257e-132 | 1.37826928239129e-132 |
225 | 1 | 2.45739901803019e-131 | 1.22869950901510e-131 |
226 | 1 | 2.0646273635217e-130 | 1.03231368176085e-130 |
227 | 1 | 1.89556014863017e-129 | 9.47780074315086e-130 |
228 | 1 | 1.74884491961174e-128 | 8.74422459805868e-129 |
229 | 1 | 1.34892230902430e-127 | 6.74461154512148e-128 |
230 | 1 | 1.23314157571278e-126 | 6.16570787856391e-127 |
231 | 1 | 1.00698743040684e-125 | 5.03493715203422e-126 |
232 | 1 | 8.19108158196425e-125 | 4.09554079098213e-125 |
233 | 1 | 7.00967908334067e-124 | 3.50483954167033e-124 |
234 | 1 | 6.35744043453189e-123 | 3.17872021726594e-123 |
235 | 1 | 5.75516415682401e-122 | 2.87758207841200e-122 |
236 | 1 | 5.0172345297577e-121 | 2.50861726487885e-121 |
237 | 1 | 4.17722506064021e-120 | 2.08861253032011e-120 |
238 | 1 | 3.16592137397077e-119 | 1.58296068698538e-119 |
239 | 1 | 2.77013255927176e-118 | 1.38506627963588e-118 |
240 | 1 | 2.40608807827096e-117 | 1.20304403913548e-117 |
241 | 1 | 2.06161566790585e-116 | 1.03080783395293e-116 |
242 | 1 | 1.75653612287753e-115 | 8.78268061438765e-116 |
243 | 1 | 1.49408423589669e-114 | 7.47042117948346e-115 |
244 | 1 | 1.17369370013046e-113 | 5.86846850065232e-114 |
245 | 1 | 9.78512474682518e-113 | 4.89256237341259e-113 |
246 | 1 | 8.04545580362835e-112 | 4.02272790181418e-112 |
247 | 1 | 6.5433733109137e-111 | 3.27168665545685e-111 |
248 | 1 | 5.04487282388475e-110 | 2.52243641194237e-110 |
249 | 1 | 3.65041946920255e-109 | 1.82520973460127e-109 |
250 | 1 | 2.38823672519425e-108 | 1.19411836259713e-108 |
251 | 1 | 1.82301584497986e-107 | 9.1150792248993e-108 |
252 | 1 | 1.42772172789605e-106 | 7.13860863948024e-107 |
253 | 1 | 1.02041072939244e-105 | 5.10205364696219e-106 |
254 | 1 | 7.03914716189364e-105 | 3.51957358094682e-105 |
255 | 1 | 1.79672035521854e-104 | 8.9836017760927e-105 |
256 | 1 | 1.37995932569765e-103 | 6.89979662848825e-104 |
257 | 1 | 1.01804269149570e-102 | 5.09021345747848e-103 |
258 | 1 | 6.60419948056091e-102 | 3.30209974028046e-102 |
259 | 1 | 5.19022767258291e-101 | 2.59511383629146e-101 |
260 | 1 | 4.0611067078744e-100 | 2.0305533539372e-100 |
261 | 1 | 2.86360048964669e-99 | 1.43180024482335e-99 |
262 | 1 | 1.78434734887947e-98 | 8.92173674439735e-99 |
263 | 1 | 1.394564870867e-97 | 6.972824354335e-98 |
264 | 1 | 1.10676573339166e-96 | 5.5338286669583e-97 |
265 | 1 | 7.9820777745067e-96 | 3.99103888725335e-96 |
266 | 1 | 6.22883930505855e-95 | 3.11441965252928e-95 |
267 | 1 | 4.44448303948564e-94 | 2.22224151974282e-94 |
268 | 1 | 3.27241178797645e-93 | 1.63620589398822e-93 |
269 | 1 | 2.42649147353502e-92 | 1.21324573676751e-92 |
270 | 1 | 1.57114698898586e-91 | 7.85573494492928e-92 |
271 | 1 | 1.18135723978119e-90 | 5.90678619890597e-91 |
272 | 1 | 8.41152190507093e-90 | 4.20576095253546e-90 |
273 | 1 | 5.58374612397095e-89 | 2.79187306198547e-89 |
274 | 1 | 3.26043696479486e-88 | 1.63021848239743e-88 |
275 | 1 | 2.43454018688142e-87 | 1.21727009344071e-87 |
276 | 1 | 1.83584582279063e-86 | 9.17922911395316e-87 |
277 | 1 | 1.35901621046396e-85 | 6.7950810523198e-86 |
278 | 1 | 1.00103336789409e-84 | 5.00516683947046e-85 |
279 | 1 | 5.25747299014614e-84 | 2.62873649507307e-84 |
280 | 1 | 3.24280531957673e-83 | 1.62140265978836e-83 |
281 | 1 | 2.24327100322894e-82 | 1.12163550161447e-82 |
282 | 1 | 1.61091975014394e-81 | 8.05459875071971e-82 |
283 | 1 | 1.09787274172006e-80 | 5.4893637086003e-81 |
284 | 1 | 7.66648393833726e-80 | 3.83324196916863e-80 |
285 | 1 | 3.09628422225504e-79 | 1.54814211112752e-79 |
286 | 1 | 1.70662451423899e-78 | 8.53312257119496e-79 |
287 | 1 | 1.21049499070194e-77 | 6.05247495350972e-78 |
288 | 1 | 8.42200335146133e-77 | 4.21100167573066e-77 |
289 | 1 | 5.56376126870531e-76 | 2.78188063435266e-76 |
290 | 1 | 3.75879131654221e-75 | 1.87939565827111e-75 |
291 | 1 | 2.35306634721883e-74 | 1.17653317360942e-74 |
292 | 1 | 1.56797583323923e-73 | 7.83987916619617e-74 |
293 | 1 | 7.89892856035122e-73 | 3.94946428017561e-73 |
294 | 1 | 5.34210663138126e-72 | 2.67105331569063e-72 |
295 | 1 | 3.67146735689741e-71 | 1.83573367844871e-71 |
296 | 1 | 2.21281458760777e-70 | 1.10640729380389e-70 |
297 | 1 | 1.34059851758157e-69 | 6.70299258790785e-70 |
298 | 1 | 6.50087226705019e-69 | 3.25043613352509e-69 |
299 | 1 | 4.32767350664293e-68 | 2.16383675332147e-68 |
300 | 1 | 2.86422529682188e-67 | 1.43211264841094e-67 |
301 | 1 | 1.78383391267429e-66 | 8.91916956337143e-67 |
302 | 1 | 1.16873498548669e-65 | 5.84367492743347e-66 |
303 | 1 | 7.21414777336894e-65 | 3.60707388668447e-65 |
304 | 1 | 4.72404332938333e-64 | 2.36202166469167e-64 |
305 | 1 | 2.99493841196442e-63 | 1.49746920598221e-63 |
306 | 1 | 1.90719720315438e-62 | 9.53598601577191e-63 |
307 | 1 | 1.20851833624396e-61 | 6.04259168121979e-62 |
308 | 1 | 6.99163268345267e-61 | 3.49581634172633e-61 |
309 | 1 | 4.44327797096104e-60 | 2.22163898548052e-60 |
310 | 1 | 1.90989526598583e-59 | 9.54947632992913e-60 |
311 | 1 | 1.20042234247411e-58 | 6.00211171237056e-59 |
312 | 1 | 3.47620812121049e-58 | 1.73810406060524e-58 |
313 | 1 | 2.03665595282401e-57 | 1.01832797641201e-57 |
314 | 1 | 1.21229207058113e-56 | 6.06146035290564e-57 |
315 | 1 | 6.96311115630868e-56 | 3.48155557815434e-56 |
316 | 1 | 4.1986242641449e-55 | 2.09931213207245e-55 |
317 | 1 | 2.46774607972815e-54 | 1.23387303986407e-54 |
318 | 1 | 1.39956448697387e-53 | 6.99782243486937e-54 |
319 | 1 | 8.45621344204906e-53 | 4.22810672102453e-53 |
320 | 1 | 4.95516049443483e-52 | 2.47758024721741e-52 |
321 | 1 | 2.63525712756808e-51 | 1.31762856378404e-51 |
322 | 1 | 1.11642076629644e-50 | 5.5821038314822e-51 |
323 | 1 | 6.48954706046582e-50 | 3.24477353023291e-50 |
324 | 1 | 3.37451345531722e-49 | 1.68725672765861e-49 |
325 | 1 | 1.93914836581881e-48 | 9.69574182909406e-49 |
326 | 1 | 1.11663093081634e-47 | 5.58315465408168e-48 |
327 | 1 | 5.21854594555055e-47 | 2.60927297277527e-47 |
328 | 1 | 2.95654196827769e-46 | 1.47827098413885e-46 |
329 | 1 | 1.58084764707449e-45 | 7.90423823537244e-46 |
330 | 1 | 8.73296084316964e-45 | 4.36648042158482e-45 |
331 | 1 | 4.8972323392206e-44 | 2.4486161696103e-44 |
332 | 1 | 2.66188471813849e-43 | 1.33094235906925e-43 |
333 | 1 | 1.28392942484493e-42 | 6.41964712422465e-43 |
334 | 1 | 4.92493550820551e-42 | 2.46246775410275e-42 |
335 | 1 | 2.65406835184228e-41 | 1.32703417592114e-41 |
336 | 1 | 1.35898197883937e-40 | 6.79490989419686e-41 |
337 | 1 | 7.16023515794039e-40 | 3.58011757897020e-40 |
338 | 1 | 3.79560729123845e-39 | 1.89780364561922e-39 |
339 | 1 | 1.84200615057086e-38 | 9.21003075285429e-39 |
340 | 1 | 9.47596840430682e-38 | 4.73798420215341e-38 |
341 | 1 | 4.07159029807321e-37 | 2.03579514903661e-37 |
342 | 1 | 2.07733998047397e-36 | 1.03866999023698e-36 |
343 | 1 | 1.07228177269338e-35 | 5.36140886346691e-36 |
344 | 1 | 5.38508389665522e-35 | 2.69254194832761e-35 |
345 | 1 | 2.36872063194401e-34 | 1.18436031597201e-34 |
346 | 1 | 7.9730382495358e-34 | 3.9865191247679e-34 |
347 | 1 | 4.00059116298735e-33 | 2.00029558149367e-33 |
348 | 1 | 1.87291910954520e-32 | 9.36459554772602e-33 |
349 | 1 | 9.12540698769852e-32 | 4.56270349384926e-32 |
350 | 1 | 4.42250943782254e-31 | 2.21125471891127e-31 |
351 | 1 | 2.03978708171111e-30 | 1.01989354085556e-30 |
352 | 1 | 9.65832750578959e-30 | 4.82916375289479e-30 |
353 | 1 | 4.61226938929359e-29 | 2.30613469464680e-29 |
354 | 1 | 2.10895766019893e-28 | 1.05447883009946e-28 |
355 | 1 | 9.84150834316838e-28 | 4.92075417158419e-28 |
356 | 1 | 4.52716941298234e-27 | 2.26358470649117e-27 |
357 | 1 | 8.6789407330846e-27 | 4.3394703665423e-27 |
358 | 1 | 2.58053717290573e-26 | 1.29026858645286e-26 |
359 | 1 | 1.15554422774513e-25 | 5.77772113872564e-26 |
360 | 1 | 4.95793220933055e-25 | 2.47896610466527e-25 |
361 | 1 | 2.21891666301674e-24 | 1.10945833150837e-24 |
362 | 1 | 9.63654539276712e-24 | 4.81827269638356e-24 |
363 | 1 | 3.94844258303156e-23 | 1.97422129151578e-23 |
364 | 1 | 1.71375839001797e-22 | 8.56879195008985e-23 |
365 | 1 | 6.97429142321199e-22 | 3.48714571160600e-22 |
366 | 1 | 2.97302767794073e-21 | 1.48651383897036e-21 |
367 | 1 | 1.25957998501532e-20 | 6.29789992507658e-21 |
368 | 1 | 5.29453638492302e-20 | 2.64726819246151e-20 |
369 | 1 | 1.76263369601580e-19 | 8.81316848007901e-20 |
370 | 1 | 4.58889112611641e-19 | 2.29444556305821e-19 |
371 | 1 | 1.80579336157395e-18 | 9.02896680786974e-19 |
372 | 1 | 6.73642193925251e-18 | 3.36821096962626e-18 |
373 | 1 | 2.08386561827854e-17 | 1.04193280913927e-17 |
374 | 1 | 8.36798005055885e-17 | 4.18399002527942e-17 |
375 | 1 | 3.05485848513187e-16 | 1.52742924256593e-16 |
376 | 1 | 1.15948349996763e-15 | 5.79741749983813e-16 |
377 | 0.999999999999998 | 4.27715145674730e-15 | 2.13857572837365e-15 |
378 | 0.999999999999992 | 1.62965767187669e-14 | 8.14828835938343e-15 |
379 | 0.99999999999997 | 6.03532376723568e-14 | 3.01766188361784e-14 |
380 | 0.999999999999888 | 2.24946508492526e-13 | 1.12473254246263e-13 |
381 | 0.99999999999967 | 6.60426109155708e-13 | 3.30213054577854e-13 |
382 | 0.999999999999574 | 8.5153670219034e-13 | 4.2576835109517e-13 |
383 | 0.999999999998788 | 2.42319531036723e-12 | 1.21159765518362e-12 |
384 | 0.99999999999578 | 8.44008269111988e-12 | 4.22004134555994e-12 |
385 | 0.999999999985247 | 2.95063157459396e-11 | 1.47531578729698e-11 |
386 | 0.999999999960947 | 7.81057679857973e-11 | 3.90528839928986e-11 |
387 | 0.999999999868078 | 2.63844438249383e-10 | 1.31922219124691e-10 |
388 | 0.9999999996145 | 7.71000370768193e-10 | 3.85500185384096e-10 |
389 | 0.999999998738468 | 2.52306302680778e-09 | 1.26153151340389e-09 |
390 | 0.999999995790787 | 8.41842547178601e-09 | 4.20921273589301e-09 |
391 | 0.999999987023659 | 2.59526824203792e-08 | 1.29763412101896e-08 |
392 | 0.9999999579044 | 8.41911997487108e-08 | 4.20955998743554e-08 |
393 | 0.999999906619931 | 1.86760137032546e-07 | 9.33800685162729e-08 |
394 | 0.999999766874754 | 4.66250492104949e-07 | 2.33125246052474e-07 |
395 | 0.999999463784819 | 1.07243036207590e-06 | 5.36215181037951e-07 |
396 | 0.999998555955658 | 2.88808868397187e-06 | 1.44404434198594e-06 |
397 | 0.999995846704188 | 8.30659162438917e-06 | 4.15329581219458e-06 |
398 | 0.9999890874222 | 2.18251555993409e-05 | 1.09125777996704e-05 |
399 | 0.999971354999326 | 5.72900013477482e-05 | 2.86450006738741e-05 |
400 | 0.999929458103664 | 0.000141083792671959 | 7.05418963359793e-05 |
401 | 0.999817069415044 | 0.000365861169911536 | 0.000182930584955768 |
402 | 0.999508110388014 | 0.000983779223971931 | 0.000491889611985966 |
403 | 0.998847927456935 | 0.00230414508613039 | 0.00115207254306519 |
404 | 0.997241028652738 | 0.00551794269452422 | 0.00275897134726211 |
405 | 0.99527239490362 | 0.00945521019276009 | 0.00472760509638004 |
406 | 0.994685065783698 | 0.0106298684326034 | 0.00531493421630169 |
407 | 0.986487422204372 | 0.0270251555912557 | 0.0135125777956279 |
408 | 0.968998566365488 | 0.0620028672690242 | 0.0310014336345121 |
409 | 0.931824266697339 | 0.136351466605322 | 0.0681757333026612 |
410 | 0.878050459625526 | 0.243899080748948 | 0.121949540374474 |
411 | 0.827206846741586 | 0.345586306516828 | 0.172793153258414 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 386 | 0.98469387755102 | NOK |
5% type I error level | 388 | 0.989795918367347 | NOK |
10% type I error level | 389 | 0.99234693877551 | NOK |