Multiple Linear Regression - Estimated Regression Equation |
Wealth[t] = + 163762.659664875 + 70658.1155063091Group[t] -5.43448960658277Costs[t] + 38.5712533454338GrCosts[t] -581.876599718096Trades[t] -70.3635153411706GrTrades[t] + 2.7041924766397Dividends[t] -1.64332857766759GrDiv[t] + 0.00640665268048797TrDiv[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) | 163762.659664875 | 34306.11539 | 4.7736 | 2e-06 | 1e-06 |
Group | 70658.1155063091 | 55872.969731 | 1.2646 | 0.206705 | 0.103353 |
Costs | -5.43448960658277 | 2.424738 | -2.2413 | 0.025528 | 0.012764 |
GrCosts | 38.5712533454338 | 3.744011 | 10.3021 | 0 | 0 |
Trades | -581.876599718096 | 278.135559 | -2.0921 | 0.03703 | 0.018515 |
GrTrades | -70.3635153411706 | 340.450565 | -0.2067 | 0.836361 | 0.418181 |
Dividends | 2.7041924766397 | 0.476476 | 5.6754 | 0 | 0 |
GrDiv | -1.64332857766759 | 0.70885 | -2.3183 | 0.02091 | 0.010455 |
TrDiv | 0.00640665268048797 | 0.002115 | 3.0285 | 0.002608 | 0.001304 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.887183427060639 |
R-squared | 0.78709443325106 |
Adjusted R-squared | 0.783058308762928 |
F-TEST (value) | 195.012427284032 |
F-TEST (DF numerator) | 8 |
F-TEST (DF denominator) | 422 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 208393.352152515 |
Sum Squared Residuals | 18326527051414.8 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 6282929 | 6617986.38898894 | -335057.388988939 |
2 | 4324047 | 1268636.93567066 | 3055410.06432934 |
3 | 4108272 | 3448861.45622937 | 659410.54377063 |
4 | -1212617 | -807187.770953678 | -405429.229046322 |
5 | 1485329 | 2228493.38986276 | -743164.389862764 |
6 | 1779876 | 1869332.37662071 | -89456.3766207122 |
7 | 1367203 | 409746.920889049 | 957456.07911095 |
8 | 2519076 | 2160857.12436939 | 358218.875630611 |
9 | 912684 | 1428169.62637512 | -515485.626375123 |
10 | 1443586 | 786748.334049011 | 656837.665950989 |
11 | 1220017 | 801387.34302279 | 418629.65697721 |
12 | 984885 | 194548.883491134 | 790336.116508866 |
13 | 1457425 | 671028.637512452 | 786396.362487548 |
14 | -572920 | -76715.407804476 | -496204.592195524 |
15 | 929144 | 1127661.34822831 | -198517.348228313 |
16 | 1151176 | 577491.172247298 | 573684.827752702 |
17 | 790090 | 1042131.74304122 | -252041.743041225 |
18 | 774497 | 1085691.45538445 | -311194.455384448 |
19 | 990576 | 1418889.88915133 | -428313.889151335 |
20 | 454195 | 475626.497313377 | -21431.4973133769 |
21 | 876607 | 737311.352384347 | 139295.647615653 |
22 | 711969 | 1047180.15220330 | -335211.152203295 |
23 | 702380 | 587846.964989898 | 114533.035010102 |
24 | 264449 | 438816.248050248 | -174367.248050248 |
25 | 450033 | 516428.701998247 | -66395.7019982471 |
26 | 541063 | 239332.658276364 | 301730.341723636 |
27 | 588864 | 1132591.48345853 | -543727.483458528 |
28 | -37216 | 136882.171915981 | -174098.171915981 |
29 | 783310 | 190284.28264141 | 593025.71735859 |
30 | 467359 | 125493.879557454 | 341865.120442546 |
31 | 688779 | 435897.254403975 | 252881.745596025 |
32 | 608419 | 740980.703482448 | -132561.703482448 |
33 | 696348 | 533273.486684498 | 163074.513315502 |
34 | 597793 | 492611.960555943 | 105181.039444057 |
35 | 821730 | 997189.840083064 | -175459.840083064 |
36 | 377934 | 350970.833126927 | 26963.1668730726 |
37 | 651939 | 345860.040704305 | 306078.959295695 |
38 | 697458 | 536098.572883582 | 161359.427116418 |
39 | 700368 | 561776.35712389 | 138591.64287611 |
40 | 225986 | 347218.084926802 | -121232.084926802 |
41 | 348695 | 664682.149802437 | -315987.149802437 |
42 | 373683 | 352224.253747305 | 21458.7462526951 |
43 | 501709 | 397179.758866538 | 104529.241133462 |
44 | 413743 | 462188.338857705 | -48445.3388577054 |
45 | 379825 | 317025.557024265 | 62799.4429757347 |
46 | 336260 | 463454.572103608 | -127194.572103608 |
47 | 636765 | 517839.4648703 | 118925.535129700 |
48 | 481231 | 700509.617044333 | -219278.617044333 |
49 | 469107 | 483558.062442233 | -14451.0624422334 |
50 | 211928 | 354909.862402108 | -142981.862402108 |
51 | 563925 | 458156.275658268 | 105768.724341731 |
52 | 511939 | 546566.401875591 | -34627.401875591 |
53 | 521016 | 740338.059815466 | -219322.059815466 |
54 | 543856 | 473204.573253044 | 70651.4267469562 |
55 | 329304 | 610384.279929379 | -281080.279929379 |
56 | 423262 | 298386.033205349 | 124875.966794651 |
57 | 509665 | 277216.569082912 | 232448.430917088 |
58 | 455881 | 370473.368284098 | 85407.6317159016 |
59 | 367772 | 431756.836791598 | -63984.8367915978 |
60 | 406339 | 626917.160364939 | -220578.160364939 |
61 | 493408 | 516680.879699988 | -23272.8796999885 |
62 | 232942 | 311167.097827414 | -78225.0978274144 |
63 | 416002 | 436751.178482453 | -20749.1784824535 |
64 | 337430 | 553893.75382005 | -216463.753820050 |
65 | 361517 | 292720.488261687 | 68796.5117383135 |
66 | 360962 | 337389.961367796 | 23572.038632204 |
67 | 235561 | 372698.24568863 | -137137.24568863 |
68 | 408247 | 408515.850308411 | -268.850308411127 |
69 | 450296 | 534851.826107049 | -84555.8261070485 |
70 | 418799 | 473911.874088539 | -55112.8740885387 |
71 | 247405 | 336641.145871405 | -89236.1458714052 |
72 | 378519 | 225255.880463814 | 153263.119536186 |
73 | 326638 | 448522.065952709 | -121884.065952709 |
74 | 328233 | 374340.676371806 | -46107.6763718056 |
75 | 386225 | 480797.992222964 | -94572.9922229636 |
76 | 283662 | 356748.171030550 | -73086.1710305496 |
77 | 370225 | 475827.617752458 | -105602.617752458 |
78 | 269236 | 354880.936574444 | -85644.9365744444 |
79 | 365732 | 328643.142219870 | 37088.8577801296 |
80 | 420383 | 399129.689414259 | 21253.3105857407 |
81 | 345811 | 316199.290863362 | 29611.7091366376 |
82 | 431809 | 477271.153089129 | -45462.1530891287 |
83 | 418876 | 553005.656907183 | -134129.656907183 |
84 | 297476 | 260588.378241397 | 36887.6217586025 |
85 | 416776 | 439901.206123181 | -23125.2061231807 |
86 | 357257 | 473854.883325542 | -116597.883325542 |
87 | 458343 | 387746.528713571 | 70596.4712864289 |
88 | 388386 | 443134.11133002 | -54748.1113300202 |
89 | 358934 | 447125.485256583 | -88191.4852565834 |
90 | 407560 | 441028.483693289 | -33468.4836932892 |
91 | 392558 | 412851.385766374 | -20293.3857663744 |
92 | 373177 | 415124.406350102 | -41947.4063501016 |
93 | 428370 | 306215.091503218 | 122154.908496782 |
94 | 369419 | 597599.603342259 | -228180.603342259 |
95 | 358649 | 239611.703362915 | 119037.296637085 |
96 | 376641 | 388118.339740977 | -11477.3397409774 |
97 | 467427 | 468981.052349097 | -1554.05234909711 |
98 | 364885 | 315617.901523663 | 49267.0984763372 |
99 | 436230 | 507293.711186141 | -71063.7111861413 |
100 | 329118 | 355911.910378099 | -26793.9103780988 |
101 | 317365 | 351520.892005331 | -34155.8920053311 |
102 | 286849 | 403242.689741872 | -116393.689741872 |
103 | 376685 | 447867.117435201 | -71182.1174352007 |
104 | 407198 | 470909.145072097 | -63711.145072097 |
105 | 377772 | 338462.997372899 | 39309.002627101 |
106 | 271483 | 350384.815312435 | -78901.8153124354 |
107 | 153661 | 387530.452253018 | -233869.452253018 |
108 | 513294 | 405531.566404189 | 107762.433595811 |
109 | 324881 | 412450.455147575 | -87569.4551475749 |
110 | 264512 | 369180.697285606 | -104668.697285606 |
111 | 420968 | 337997.659365786 | 82970.340634214 |
112 | 129302 | 383061.385816321 | -253759.385816322 |
113 | 191521 | 366595.28536627 | -175074.285366270 |
114 | 268673 | 389882.468084033 | -121209.468084033 |
115 | 353179 | 338926.251635157 | 14252.7483648428 |
116 | 354624 | 299403.617446134 | 55220.3825538661 |
117 | 363713 | 390435.558534148 | -26722.5585341484 |
118 | 456657 | 390858.712927421 | 65798.2870725793 |
119 | 211742 | 387824.653914415 | -176082.653914415 |
120 | 338381 | 311810.16658685 | 26570.8334131498 |
121 | 418530 | 416052.768297359 | 2477.23170264067 |
122 | 351483 | 338051.54501222 | 13431.4549877801 |
123 | 372928 | 409440.526939185 | -36512.5269391853 |
124 | 485538 | 404591.304323799 | 80946.6956762006 |
125 | 279268 | 379665.404760339 | -100397.404760339 |
126 | 219060 | 420193.257046986 | -201133.257046986 |
127 | 325560 | 327961.226846438 | -2401.22684643810 |
128 | 325314 | 326301.012131022 | -987.012131021707 |
129 | 322046 | 312236.895238146 | 9809.10476185408 |
130 | 325560 | 327961.226846438 | -2401.22684643810 |
131 | 325599 | 325985.546895316 | -386.546895315826 |
132 | 377028 | 291546.812814994 | 85481.187185006 |
133 | 325560 | 327961.226846438 | -2401.22684643810 |
134 | 323850 | 327603.75972307 | -3753.75972307019 |
135 | 325560 | 327961.226846438 | -2401.22684643810 |
136 | 331514 | 323914.348034714 | 7599.65196528606 |
137 | 325632 | 325456.20287155 | 175.797128449777 |
138 | 325560 | 327961.226846438 | -2401.22684643810 |
139 | 325560 | 327961.226846438 | -2401.22684643810 |
140 | 325560 | 327961.226846438 | -2401.22684643810 |
141 | 322265 | 318313.683191545 | 3951.31680845483 |
142 | 325560 | 327961.226846438 | -2401.22684643810 |
143 | 325906 | 308505.738226876 | 17400.2617731235 |
144 | 325985 | 327660.865037359 | -1675.86503735906 |
145 | 346145 | 329921.959385767 | 16223.0406142327 |
146 | 325898 | 312548.482648573 | 13349.5173514269 |
147 | 325560 | 327961.226846438 | -2401.22684643810 |
148 | 325356 | 327070.531271389 | -1714.53127138877 |
149 | 325560 | 327961.226846438 | -2401.22684643810 |
150 | 325930 | 328494.616685266 | -2564.61668526589 |
151 | 318020 | 317476.349624296 | 543.650375703889 |
152 | 326389 | 303390.329196723 | 22998.6708032772 |
153 | 325560 | 327961.226846438 | -2401.22684643810 |
154 | 302925 | 317537.794918494 | -14612.7949184936 |
155 | 325540 | 327867.647018190 | -2327.64701819034 |
156 | 325560 | 327961.226846438 | -2401.22684643810 |
157 | 325560 | 327961.226846438 | -2401.22684643810 |
158 | 326736 | 329135.012019216 | -2399.01201921579 |
159 | 340580 | 324753.835893735 | 15826.1641062646 |
160 | 325560 | 327961.226846438 | -2401.22684643810 |
161 | 325560 | 327961.226846438 | -2401.22684643810 |
162 | 325560 | 327961.226846438 | -2401.22684643810 |
163 | 325560 | 327961.226846438 | -2401.22684643810 |
164 | 331828 | 320445.511775461 | 11382.4882245394 |
165 | 323299 | 323359.469078806 | -60.4690788059373 |
166 | 325560 | 327961.226846438 | -2401.22684643810 |
167 | 325560 | 327961.226846438 | -2401.22684643810 |
168 | 387722 | 277706.503235297 | 110015.496764703 |
169 | 325560 | 327961.226846438 | -2401.22684643810 |
170 | 325560 | 327961.226846438 | -2401.22684643810 |
171 | 325560 | 327961.226846438 | -2401.22684643810 |
172 | 324598 | 329298.093934499 | -4700.09393449892 |
173 | 325560 | 327961.226846438 | -2401.22684643810 |
174 | 328726 | 328486.179778903 | 239.82022109734 |
175 | 325560 | 327961.226846438 | -2401.22684643810 |
176 | 325043 | 326565.713546432 | -1522.71354643203 |
177 | 325560 | 327961.226846438 | -2401.22684643810 |
178 | 325806 | 300952.594941721 | 24853.405058279 |
179 | 325560 | 327961.226846438 | -2401.22684643810 |
180 | 325560 | 327961.226846438 | -2401.22684643810 |
181 | 387732 | 348035.792773691 | 39696.2072263091 |
182 | 349729 | 326085.136199011 | 23643.8638009887 |
183 | 332202 | 302823.942531186 | 29378.0574688142 |
184 | 305442 | 318128.202650557 | -12686.2026505566 |
185 | 329537 | 300287.902154222 | 29249.0978457780 |
186 | 327055 | 315889.797119183 | 11165.2028808169 |
187 | 356245 | 322618.855371172 | 33626.1446288282 |
188 | 328451 | 329801.718852859 | -1350.71885285861 |
189 | 307062 | 339518.243294268 | -32456.2432942678 |
190 | 325560 | 327961.226846438 | -2401.22684643810 |
191 | 331345 | 322364.904322211 | 8980.09567778885 |
192 | 325560 | 327961.226846438 | -2401.22684643810 |
193 | 331824 | 328533.571395534 | 3290.42860446571 |
194 | 325560 | 327961.226846438 | -2401.22684643810 |
195 | 325685 | 327885.222822476 | -2200.22282247619 |
196 | 325560 | 298836.431116771 | 26723.5688832287 |
197 | 404480 | 445884.001910882 | -41404.0019108822 |
198 | 325560 | 298836.431116771 | 26723.5688832287 |
199 | 325560 | 298836.431116771 | 26723.5688832287 |
200 | 318314 | 332189.786424153 | -13875.7864241529 |
201 | 325560 | 298836.431116771 | 26723.5688832287 |
202 | 325560 | 298836.431116771 | 26723.5688832287 |
203 | 325560 | 298836.431116771 | 26723.5688832287 |
204 | 311807 | 286221.241361997 | 25585.7586380028 |
205 | 337724 | 341995.339582533 | -4271.33958253341 |
206 | 326431 | 299646.304288815 | 26784.6957111845 |
207 | 327556 | 305268.819427279 | 22287.1805727211 |
208 | 325560 | 298836.431116771 | 26723.5688832287 |
209 | 356850 | 312615.328446152 | 44234.6715538479 |
210 | 325560 | 298836.431116771 | 26723.5688832287 |
211 | 325560 | 327961.226846438 | -2401.22684643810 |
212 | 325560 | 327961.226846438 | -2401.22684643810 |
213 | 322741 | 311378.196838558 | 11362.8031614424 |
214 | 310902 | 325088.218985264 | -14186.2189852641 |
215 | 324295 | 328932.331040077 | -4637.33104007678 |
216 | 325560 | 327961.226846438 | -2401.22684643810 |
217 | 326156 | 326642.646783156 | -486.646783155752 |
218 | 326960 | 320190.139474151 | 6769.8605258488 |
219 | 325560 | 327961.226846438 | -2401.22684643810 |
220 | 333411 | 305606.637136205 | 27804.3628637949 |
221 | 297761 | 325051.373235561 | -27290.3732355609 |
222 | 325560 | 327961.226846438 | -2401.22684643810 |
223 | 325536 | 327499.419952497 | -1963.41995249662 |
224 | 325560 | 327961.226846438 | -2401.22684643810 |
225 | 325762 | 327697.753247859 | -1935.75324785877 |
226 | 327957 | 323399.561428169 | 4557.43857183108 |
227 | 325560 | 327961.226846438 | -2401.22684643810 |
228 | 325560 | 327961.226846438 | -2401.22684643810 |
229 | 318521 | 338583.402008158 | -20062.4020081584 |
230 | 325560 | 327961.226846438 | -2401.22684643810 |
231 | 319775 | 333326.830061213 | -13551.8300612128 |
232 | 325560 | 327961.226846438 | -2401.22684643810 |
233 | 325560 | 327961.226846438 | -2401.22684643810 |
234 | 332128 | 325400.095621668 | 6727.90437833214 |
235 | 325560 | 327961.226846438 | -2401.22684643810 |
236 | 325486 | 327819.836998240 | -2333.83699824044 |
237 | 325560 | 327961.226846438 | -2401.22684643810 |
238 | 325838 | 325498.494385836 | 339.505614164068 |
239 | 325560 | 327961.226846438 | -2401.22684643810 |
240 | 325560 | 327961.226846438 | -2401.22684643810 |
241 | 325560 | 327961.226846438 | -2401.22684643810 |
242 | 331767 | 328614.774834739 | 3152.22516526131 |
243 | 325560 | 327961.226846438 | -2401.22684643810 |
244 | 324523 | 323802.469884538 | 720.5301154622 |
245 | 339995 | 347165.174772897 | -7170.17477289696 |
246 | 325560 | 298836.431116771 | 26723.5688832287 |
247 | 325560 | 298836.431116771 | 26723.5688832287 |
248 | 319582 | 328146.633803292 | -8564.63380329232 |
249 | 325560 | 298836.431116771 | 26723.5688832287 |
250 | 325560 | 298836.431116771 | 26723.5688832287 |
251 | 307245 | 304088.243757538 | 3156.75624246248 |
252 | 325560 | 298836.431116771 | 26723.5688832287 |
253 | 317967 | 336245.383165773 | -18278.3831657735 |
254 | 331488 | 349474.721426035 | -17986.7214260347 |
255 | 335452 | 378269.868477148 | -42817.8684771484 |
256 | 325560 | 327961.226846438 | -2401.22684643810 |
257 | 334184 | 308177.591329671 | 26006.4086703288 |
258 | 313213 | 281119.354370337 | 32093.6456296633 |
259 | 325560 | 298836.431116771 | 26723.5688832287 |
260 | 325560 | 327961.226846438 | -2401.22684643810 |
261 | 325560 | 298836.431116771 | 26723.5688832287 |
262 | 325560 | 298836.431116771 | 26723.5688832287 |
263 | 348678 | 358111.347429023 | -9433.34742902333 |
264 | 328727 | 318180.124017431 | 10546.8759825687 |
265 | 325560 | 298836.431116771 | 26723.5688832287 |
266 | 325560 | 327961.226846438 | -2401.22684643810 |
267 | 325560 | 298836.431116771 | 26723.5688832287 |
268 | 387978 | 371806.994548331 | 16171.005451669 |
269 | 325560 | 298836.431116771 | 26723.5688832287 |
270 | 336704 | 351003.806263574 | -14299.8062635743 |
271 | 325560 | 298836.431116771 | 26723.5688832287 |
272 | 325560 | 298836.431116771 | 26723.5688832287 |
273 | 325560 | 298836.431116771 | 26723.5688832287 |
274 | 322076 | 325184.463498196 | -3108.46349819571 |
275 | 325560 | 327961.226846438 | -2401.22684643810 |
276 | 334272 | 325659.312351434 | 8612.6876485661 |
277 | 338197 | 329849.578924746 | 8347.42107525368 |
278 | 325560 | 327961.226846438 | -2401.22684643810 |
279 | 321024 | 314851.237858003 | 6172.76214199722 |
280 | 322145 | 342989.166527389 | -20844.1665273893 |
281 | 325560 | 298836.431116771 | 26723.5688832287 |
282 | 325560 | 327961.226846438 | -2401.22684643810 |
283 | 323351 | 300078.891159639 | 23272.1088403609 |
284 | 325560 | 327961.226846438 | -2401.22684643810 |
285 | 327748 | 351772.751571336 | -24024.7515713365 |
286 | 325560 | 327961.226846438 | -2401.22684643810 |
287 | 325560 | 298836.431116771 | 26723.5688832287 |
288 | 328157 | 330643.743853159 | -2486.74385315934 |
289 | 325560 | 298836.431116771 | 26723.5688832287 |
290 | 311594 | 294810.743279666 | 16783.2567203340 |
291 | 325560 | 298836.431116771 | 26723.5688832287 |
292 | 335962 | 328497.500977340 | 7464.49902266049 |
293 | 372426 | 379373.575619206 | -6947.57561920556 |
294 | 325560 | 327961.226846438 | -2401.22684643810 |
295 | 319844 | 321581.316676267 | -1737.31667626691 |
296 | 355822 | 304347.111529581 | 51474.8884704189 |
297 | 325560 | 327961.226846438 | -2401.22684643810 |
298 | 325560 | 298836.431116771 | 26723.5688832287 |
299 | 325560 | 327961.226846438 | -2401.22684643810 |
300 | 325560 | 327961.226846438 | -2401.22684643810 |
301 | 324047 | 298862.367631493 | 25184.6323685072 |
302 | 311464 | 320755.67440335 | -9291.67440335007 |
303 | 325560 | 327961.226846438 | -2401.22684643810 |
304 | 325560 | 298836.431116771 | 26723.5688832287 |
305 | 353417 | 319061.971890361 | 34355.0281096394 |
306 | 325590 | 326256.003811857 | -666.00381185663 |
307 | 325560 | 298836.431116771 | 26723.5688832287 |
308 | 328576 | 306111.168267356 | 22464.8317326437 |
309 | 326126 | 304455.257409835 | 21670.7425901649 |
310 | 325560 | 298836.431116771 | 26723.5688832287 |
311 | 325560 | 298836.431116771 | 26723.5688832287 |
312 | 369376 | 395631.799027960 | -26255.7990279595 |
313 | 325560 | 298836.431116771 | 26723.5688832287 |
314 | 332013 | 302121.047912424 | 29891.9520875763 |
315 | 325871 | 327285.387364365 | -1414.38736436472 |
316 | 342165 | 339262.111829996 | 2902.88817000388 |
317 | 324967 | 325610.299967406 | -643.29996740623 |
318 | 314832 | 323940.093829692 | -9108.09382969188 |
319 | 325557 | 326795.861830686 | -1238.86183068567 |
320 | 325560 | 327961.226846438 | -2401.22684643810 |
321 | 325560 | 327961.226846438 | -2401.22684643810 |
322 | 325560 | 327961.226846438 | -2401.22684643810 |
323 | 325560 | 327961.226846438 | -2401.22684643810 |
324 | 325560 | 298836.431116771 | 26723.5688832287 |
325 | 325560 | 327961.226846438 | -2401.22684643810 |
326 | 322649 | 327461.372788740 | -4812.37278873955 |
327 | 325560 | 298836.431116771 | 26723.5688832287 |
328 | 325560 | 298836.431116771 | 26723.5688832287 |
329 | 325560 | 327961.226846438 | -2401.22684643810 |
330 | 325560 | 327961.226846438 | -2401.22684643810 |
331 | 325560 | 327961.226846438 | -2401.22684643810 |
332 | 325560 | 327961.226846438 | -2401.22684643810 |
333 | 325560 | 327961.226846438 | -2401.22684643810 |
334 | 324598 | 325542.139622057 | -944.139622057467 |
335 | 325567 | 327589.082099388 | -2022.08209938783 |
336 | 325560 | 327961.226846438 | -2401.22684643810 |
337 | 324005 | 326734.533649900 | -2729.53364990049 |
338 | 325560 | 327961.226846438 | -2401.22684643810 |
339 | 325748 | 328104.130914468 | -2356.13091446845 |
340 | 323385 | 322026.220953125 | 1358.77904687524 |
341 | 315409 | 329714.029579793 | -14305.0295797929 |
342 | 325560 | 327961.226846438 | -2401.22684643810 |
343 | 325560 | 327961.226846438 | -2401.22684643810 |
344 | 325560 | 327961.226846438 | -2401.22684643810 |
345 | 325560 | 327961.226846438 | -2401.22684643810 |
346 | 325560 | 327961.226846438 | -2401.22684643810 |
347 | 312275 | 321763.63759636 | -9488.63759635994 |
348 | 325560 | 327961.226846438 | -2401.22684643810 |
349 | 325560 | 327961.226846438 | -2401.22684643810 |
350 | 325560 | 327961.226846438 | -2401.22684643810 |
351 | 320576 | 317636.935730499 | 2939.06426950119 |
352 | 325246 | 326824.887617846 | -1578.88761784611 |
353 | 332961 | 319328.099312461 | 13632.9006875386 |
354 | 323010 | 330496.214228423 | -7486.21422842266 |
355 | 325560 | 327961.226846438 | -2401.22684643810 |
356 | 325560 | 327961.226846438 | -2401.22684643810 |
357 | 345253 | 369993.269236206 | -24740.2692362064 |
358 | 325560 | 327961.226846438 | -2401.22684643810 |
359 | 325560 | 327961.226846438 | -2401.22684643810 |
360 | 325560 | 327961.226846438 | -2401.22684643810 |
361 | 325559 | 327189.793399171 | -1630.79339917080 |
362 | 325560 | 327961.226846438 | -2401.22684643810 |
363 | 325560 | 327961.226846438 | -2401.22684643810 |
364 | 319634 | 300919.152714896 | 18714.8472851036 |
365 | 319951 | 321850.99534181 | -1899.99534180995 |
366 | 325560 | 327961.226846438 | -2401.22684643810 |
367 | 325560 | 327961.226846438 | -2401.22684643810 |
368 | 325560 | 327961.226846438 | -2401.22684643810 |
369 | 325560 | 327961.226846438 | -2401.22684643810 |
370 | 325560 | 327961.226846438 | -2401.22684643810 |
371 | 325560 | 327961.226846438 | -2401.22684643810 |
372 | 318519 | 315032.118934091 | 3486.88106590942 |
373 | 343222 | 368971.552698681 | -25749.5526986815 |
374 | 317234 | 337936.217436147 | -20702.2174361466 |
375 | 325560 | 327961.226846438 | -2401.22684643810 |
376 | 325560 | 327961.226846438 | -2401.22684643810 |
377 | 314025 | 309694.083404737 | 4330.91659526334 |
378 | 320249 | 321752.975470355 | -1503.97547035535 |
379 | 325560 | 327961.226846438 | -2401.22684643810 |
380 | 325560 | 327961.226846438 | -2401.22684643810 |
381 | 325560 | 327961.226846438 | -2401.22684643810 |
382 | 349365 | 352774.333904560 | -3409.33390456039 |
383 | 289197 | 247529.528133942 | 41667.4718660582 |
384 | 325560 | 327961.226846438 | -2401.22684643810 |
385 | 329245 | 330008.766134447 | -763.766134447301 |
386 | 240869 | 327692.084865358 | -86823.0848653576 |
387 | 327182 | 323187.673110329 | 3994.32688967066 |
388 | 322876 | 315615.839781916 | 7260.1602180843 |
389 | 323117 | 326114.41084392 | -2997.41084392022 |
390 | 306351 | 315760.528720342 | -9409.52872034206 |
391 | 335137 | 329383.923399891 | 5753.07660010923 |
392 | 308271 | 320128.942582978 | -11857.9425829783 |
393 | 301731 | 323863.200748874 | -22132.2007488743 |
394 | 382409 | 342871.745291732 | 39537.2547082676 |
395 | 279230 | 435225.440393795 | -155995.440393795 |
396 | 298731 | 316088.950882269 | -17357.9508822689 |
397 | 243650 | 269623.918822756 | -25973.9188227557 |
398 | 532682 | 425392.688515589 | 107289.311484411 |
399 | 319771 | 332050.434908833 | -12279.4349088329 |
400 | 171493 | 255706.965330241 | -84213.9653302406 |
401 | 347262 | 347758.618678768 | -496.618678768005 |
402 | 343945 | 331702.382822282 | 12242.6171777180 |
403 | 311874 | 318882.004587077 | -7008.00458707719 |
404 | 302211 | 353361.140268918 | -51150.1402689176 |
405 | 316708 | 333153.04506781 | -16445.0450678101 |
406 | 333463 | 346832.734856854 | -13369.7348568538 |
407 | 344282 | 341947.376046166 | 2334.62395383377 |
408 | 319635 | 315498.353962516 | 4136.64603748366 |
409 | 301186 | 316800.211685507 | -15614.2116855071 |
410 | 300381 | 348655.99259033 | -48274.99259033 |
411 | 318765 | 337412.912669407 | -18647.9126694065 |
412 | 286146 | 505718.2447746 | -219572.2447746 |
413 | 306844 | 328955.503534256 | -22111.5035342559 |
414 | 307705 | 418293.42234755 | -110588.422347550 |
415 | 312448 | 370594.691650172 | -58146.6916501723 |
416 | 299715 | 356916.327220088 | -57201.3272200876 |
417 | 373399 | 217891.968187152 | 155507.031812848 |
418 | 299446 | 333802.480163722 | -34356.4801637224 |
419 | 325586 | 340406.259750724 | -14820.2597507241 |
420 | 291221 | 337952.179929952 | -46731.1799299523 |
421 | 261173 | 346659.261904158 | -85486.2619041581 |
422 | 255027 | 337068.928186231 | -82041.9281862308 |
423 | -78375 | 548811.380661323 | -627186.380661323 |
424 | -58143 | 273443.223768383 | -331586.223768383 |
425 | 227033 | 295178.588228295 | -68145.5882282945 |
426 | 235098 | 432423.484599008 | -197325.484599008 |
427 | 21267 | 273019.723444757 | -251752.723444757 |
428 | 238675 | 490416.395546613 | -251741.395546613 |
429 | 197687 | 325013.890677954 | -127326.890677954 |
430 | 418341 | 282658.353957259 | 135682.646042741 |
431 | -297706 | 66052.3687006833 | -363758.368700683 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
12 | 1 | 7.85125144720938e-100 | 3.92562572360469e-100 |
13 | 1 | 2.19116517333217e-113 | 1.09558258666609e-113 |
14 | 1 | 6.07267516206369e-121 | 3.03633758103185e-121 |
15 | 1 | 2.67178632099303e-125 | 1.33589316049652e-125 |
16 | 1 | 2.73136778968596e-135 | 1.36568389484298e-135 |
17 | 1 | 1.14830021211010e-137 | 5.74150106055051e-138 |
18 | 1 | 7.99386110463218e-139 | 3.99693055231609e-139 |
19 | 1 | 7.65985333469227e-146 | 3.82992666734614e-146 |
20 | 1 | 6.11807142156165e-148 | 3.05903571078083e-148 |
21 | 1 | 8.79125566583466e-154 | 4.39562783291733e-154 |
22 | 1 | 3.52518892530796e-158 | 1.76259446265398e-158 |
23 | 1 | 4.27448833238106e-159 | 2.13724416619053e-159 |
24 | 1 | 1.19964662455829e-159 | 5.99823312279143e-160 |
25 | 1 | 6.36435992143235e-159 | 3.18217996071618e-159 |
26 | 1 | 9.9998427651967e-161 | 4.99992138259835e-161 |
27 | 1 | 4.20970941321153e-164 | 2.10485470660576e-164 |
28 | 1 | 2.85663066585754e-166 | 1.42831533292877e-166 |
29 | 1 | 5.11218417759924e-179 | 2.55609208879962e-179 |
30 | 1 | 1.07118669593966e-180 | 5.3559334796983e-181 |
31 | 1 | 2.74932112566167e-184 | 1.37466056283084e-184 |
32 | 1 | 4.37017157819649e-186 | 2.18508578909824e-186 |
33 | 1 | 2.25660186008592e-192 | 1.12830093004296e-192 |
34 | 1 | 7.310422497883e-194 | 3.6552112489415e-194 |
35 | 1 | 7.13416144816881e-193 | 3.56708072408441e-193 |
36 | 1 | 1.27111558953126e-192 | 6.35557794765631e-193 |
37 | 1 | 7.61055695187331e-200 | 3.80527847593666e-200 |
38 | 1 | 8.52837358099755e-205 | 4.26418679049878e-205 |
39 | 1 | 4.02955341978635e-204 | 2.01477670989317e-204 |
40 | 1 | 2.04437016275046e-204 | 1.02218508137523e-204 |
41 | 1 | 2.06984162687483e-206 | 1.03492081343742e-206 |
42 | 1 | 1.00183257392765e-206 | 5.00916286963824e-207 |
43 | 1 | 7.1680542567473e-207 | 3.58402712837365e-207 |
44 | 1 | 4.67226007713934e-206 | 2.33613003856967e-206 |
45 | 1 | 1.13409014422652e-205 | 5.67045072113258e-206 |
46 | 1 | 1.98661265545849e-205 | 9.93306327729245e-206 |
47 | 1 | 2.01134950342912e-204 | 1.00567475171456e-204 |
48 | 1 | 5.77415752424975e-204 | 2.88707876212487e-204 |
49 | 1 | 2.33356562205959e-203 | 1.16678281102979e-203 |
50 | 1 | 8.27217991632305e-204 | 4.13608995816153e-204 |
51 | 1 | 7.63610975983228e-205 | 3.81805487991614e-205 |
52 | 1 | 5.3398987417748e-204 | 2.6699493708874e-204 |
53 | 1 | 2.07057805184281e-203 | 1.03528902592141e-203 |
54 | 1 | 2.47486310336157e-202 | 1.23743155168079e-202 |
55 | 1 | 2.85466231838554e-207 | 1.42733115919277e-207 |
56 | 1 | 7.6526910263813e-208 | 3.82634551319065e-208 |
57 | 1 | 2.35934080821546e-212 | 1.17967040410773e-212 |
58 | 1 | 2.01184810440423e-213 | 1.00592405220212e-213 |
59 | 1 | 1.52736643435564e-212 | 7.63683217177818e-213 |
60 | 1 | 3.52383033536460e-213 | 1.76191516768230e-213 |
61 | 1 | 1.20682872815659e-214 | 6.03414364078296e-215 |
62 | 1 | 2.84029187757288e-214 | 1.42014593878644e-214 |
63 | 1 | 1.11881667938861e-213 | 5.59408339694305e-214 |
64 | 1 | 1.51161765005045e-213 | 7.55808825025225e-214 |
65 | 1 | 3.17299464324306e-213 | 1.58649732162153e-213 |
66 | 1 | 3.76895980068761e-213 | 1.88447990034380e-213 |
67 | 1 | 3.64620185440556e-214 | 1.82310092720278e-214 |
68 | 1 | 3.45276386658486e-213 | 1.72638193329243e-213 |
69 | 1 | 1.53277099414184e-212 | 7.66385497070922e-213 |
70 | 1 | 6.26177398638633e-212 | 3.13088699319317e-212 |
71 | 1 | 1.36661126907383e-211 | 6.83305634536914e-212 |
72 | 1 | 6.44672755853211e-214 | 3.22336377926606e-214 |
73 | 1 | 1.52309042955462e-213 | 7.61545214777312e-214 |
74 | 1 | 1.36373216539032e-212 | 6.8186608269516e-213 |
75 | 1 | 1.05558580234839e-211 | 5.27792901174194e-212 |
76 | 1 | 3.96379466447609e-211 | 1.98189733223805e-211 |
77 | 1 | 1.17811918786767e-210 | 5.89059593933835e-211 |
78 | 1 | 2.05610482731136e-210 | 1.02805241365568e-210 |
79 | 1 | 2.27508841638406e-209 | 1.13754420819203e-209 |
80 | 1 | 1.16866457567227e-210 | 5.84332287836133e-211 |
81 | 1 | 8.8053354189484e-210 | 4.4026677094742e-210 |
82 | 1 | 7.3427514787423e-210 | 3.67137573937115e-210 |
83 | 1 | 3.76869312310473e-210 | 1.88434656155237e-210 |
84 | 1 | 3.73964465788107e-209 | 1.86982232894054e-209 |
85 | 1 | 3.58954716426106e-208 | 1.79477358213053e-208 |
86 | 1 | 4.1225086922304e-209 | 2.0612543461152e-209 |
87 | 1 | 3.91414737357389e-209 | 1.95707368678695e-209 |
88 | 1 | 4.0080489282504e-208 | 2.0040244641252e-208 |
89 | 1 | 1.19947959471071e-207 | 5.99739797355355e-208 |
90 | 1 | 1.20572038969398e-206 | 6.02860194846988e-207 |
91 | 1 | 1.28818912812913e-205 | 6.44094564064564e-206 |
92 | 1 | 5.51273318952035e-205 | 2.75636659476017e-205 |
93 | 1 | 7.56175029017044e-206 | 3.78087514508522e-206 |
94 | 1 | 4.11316568925684e-205 | 2.05658284462842e-205 |
95 | 1 | 5.67390431509792e-206 | 2.83695215754896e-206 |
96 | 1 | 1.46472483589059e-206 | 7.32362417945295e-207 |
97 | 1 | 6.77166980119121e-206 | 3.38583490059561e-206 |
98 | 1 | 6.78379133999101e-205 | 3.39189566999551e-205 |
99 | 1 | 5.97019220765457e-204 | 2.98509610382729e-204 |
100 | 1 | 5.68351384823571e-203 | 2.84175692411785e-203 |
101 | 1 | 5.1578295402038e-202 | 2.5789147701019e-202 |
102 | 1 | 5.34900976452674e-202 | 2.67450488226337e-202 |
103 | 1 | 2.87803257759788e-201 | 1.43901628879894e-201 |
104 | 1 | 2.50584632287278e-200 | 1.25292316143639e-200 |
105 | 1 | 1.05263527084093e-199 | 5.26317635420464e-200 |
106 | 1 | 2.38930946096676e-199 | 1.19465473048338e-199 |
107 | 1 | 2.07970825976844e-200 | 1.03985412988422e-200 |
108 | 1 | 2.84537557212071e-203 | 1.42268778606035e-203 |
109 | 1 | 2.35301246867954e-202 | 1.17650623433977e-202 |
110 | 1 | 9.21168581785473e-202 | 4.60584290892736e-202 |
111 | 1 | 4.99394243840713e-202 | 2.49697121920357e-202 |
112 | 1 | 2.91897417563603e-203 | 1.45948708781802e-203 |
113 | 1 | 6.75718923425862e-205 | 3.37859461712931e-205 |
114 | 1 | 4.22017606653879e-204 | 2.11008803326940e-204 |
115 | 1 | 1.43460859274665e-203 | 7.17304296373324e-204 |
116 | 1 | 3.4134379526014e-203 | 1.7067189763007e-203 |
117 | 1 | 3.32929052758505e-202 | 1.66464526379252e-202 |
118 | 1 | 4.45141316344687e-203 | 2.22570658172343e-203 |
119 | 1 | 8.23962766037429e-204 | 4.11981383018714e-204 |
120 | 1 | 7.87643574203732e-203 | 3.93821787101866e-203 |
121 | 1 | 4.38568590705008e-204 | 2.19284295352504e-204 |
122 | 1 | 3.35439168231527e-203 | 1.67719584115763e-203 |
123 | 1 | 1.35131368604808e-202 | 6.75656843024042e-203 |
124 | 1 | 3.49335382573473e-204 | 1.74667691286737e-204 |
125 | 1 | 3.42062008707606e-203 | 1.71031004353803e-203 |
126 | 1 | 4.38603588795401e-203 | 2.19301794397701e-203 |
127 | 1 | 4.94179171352976e-202 | 2.47089585676488e-202 |
128 | 1 | 5.54605234050769e-201 | 2.77302617025385e-201 |
129 | 1 | 6.15879780720296e-200 | 3.07939890360148e-200 |
130 | 1 | 6.82741330209294e-199 | 3.41370665104647e-199 |
131 | 1 | 7.53691136932179e-198 | 3.76845568466090e-198 |
132 | 1 | 3.19494047554963e-198 | 1.59747023777482e-198 |
133 | 1 | 3.52127037769803e-197 | 1.76063518884901e-197 |
134 | 1 | 3.85147141256603e-196 | 1.92573570628302e-196 |
135 | 1 | 4.20002857673364e-195 | 2.10001428836682e-195 |
136 | 1 | 4.35762755823189e-194 | 2.17881377911594e-194 |
137 | 1 | 4.71147717900429e-193 | 2.35573858950215e-193 |
138 | 1 | 5.05661443378769e-192 | 2.52830721689385e-192 |
139 | 1 | 5.39825121708729e-191 | 2.69912560854364e-191 |
140 | 1 | 5.73241584984387e-190 | 2.86620792492194e-190 |
141 | 1 | 6.01317404387181e-189 | 3.00658702193590e-189 |
142 | 1 | 6.31782698274428e-188 | 3.15891349137214e-188 |
143 | 1 | 5.25087649445653e-187 | 2.62543824722827e-187 |
144 | 1 | 5.4664023744088e-186 | 2.7332011872044e-186 |
145 | 1 | 4.52711126768347e-185 | 2.26355563384173e-185 |
146 | 1 | 4.46085178760299e-184 | 2.23042589380150e-184 |
147 | 1 | 4.57193754726988e-183 | 2.28596877363494e-183 |
148 | 1 | 4.66129863820546e-182 | 2.33064931910273e-182 |
149 | 1 | 4.72752517306983e-181 | 2.36376258653492e-181 |
150 | 1 | 4.7700231542396e-180 | 2.3850115771198e-180 |
151 | 1 | 4.76034463843369e-179 | 2.38017231921684e-179 |
152 | 1 | 3.28928771595800e-178 | 1.64464385797900e-178 |
153 | 1 | 3.27113208573676e-177 | 1.63556604286838e-177 |
154 | 1 | 3.03913457327119e-176 | 1.51956728663560e-176 |
155 | 1 | 2.99229348215425e-175 | 1.49614674107712e-175 |
156 | 1 | 2.93074685382129e-174 | 1.46537342691065e-174 |
157 | 1 | 2.85570516110599e-173 | 1.42785258055300e-173 |
158 | 1 | 2.76740274618534e-172 | 1.38370137309267e-172 |
159 | 1 | 2.23251393143572e-171 | 1.11625696571786e-171 |
160 | 1 | 2.14356301517168e-170 | 1.07178150758584e-170 |
161 | 1 | 2.047658994016e-169 | 1.023829497008e-169 |
162 | 1 | 1.94608777217690e-168 | 9.73043886088448e-169 |
163 | 1 | 1.84015634290039e-167 | 9.20078171450196e-168 |
164 | 1 | 1.61991970146757e-166 | 8.09959850733785e-167 |
165 | 1 | 1.51531488799680e-165 | 7.57657443998398e-166 |
166 | 1 | 1.41146204645263e-164 | 7.05731023226313e-165 |
167 | 1 | 1.30809944190603e-163 | 6.54049720953014e-164 |
168 | 1 | 1.99980218631491e-164 | 9.99901093157454e-165 |
169 | 1 | 1.86496761606856e-163 | 9.3248380803428e-164 |
170 | 1 | 1.73052975588383e-162 | 8.65264877941916e-163 |
171 | 1 | 1.59776836754952e-161 | 7.98884183774758e-162 |
172 | 1 | 1.46550011728701e-160 | 7.32750058643505e-161 |
173 | 1 | 1.3396467753167e-159 | 6.6982338765835e-160 |
174 | 1 | 1.20892761805529e-158 | 6.04463809027643e-159 |
175 | 1 | 1.09418328654973e-157 | 5.47091643274867e-158 |
176 | 1 | 9.8560667502091e-157 | 4.92803337510455e-157 |
177 | 1 | 8.83244440826989e-156 | 4.41622220413494e-156 |
178 | 1 | 7.89241545623706e-155 | 3.94620772811853e-155 |
179 | 1 | 7.00265408486395e-154 | 3.50132704243198e-154 |
180 | 1 | 6.18261515365466e-153 | 3.09130757682733e-153 |
181 | 1 | 1.69917517707377e-152 | 8.49587588536885e-153 |
182 | 1 | 1.27345928498102e-151 | 6.36729642490511e-152 |
183 | 1 | 8.11126551691675e-151 | 4.05563275845838e-151 |
184 | 1 | 5.20897839996945e-150 | 2.60448919998472e-150 |
185 | 1 | 4.53061878002764e-149 | 2.26530939001382e-149 |
186 | 1 | 3.77816243667856e-148 | 1.88908121833928e-148 |
187 | 1 | 2.040726865831e-147 | 1.0203634329155e-147 |
188 | 1 | 1.74100379012615e-146 | 8.70501895063073e-147 |
189 | 1 | 1.22897122509530e-145 | 6.14485612547652e-146 |
190 | 1 | 1.04467612838592e-144 | 5.22338064192959e-145 |
191 | 1 | 8.32004125861331e-144 | 4.16002062930666e-144 |
192 | 1 | 7.0055869981287e-143 | 3.50279349906435e-143 |
193 | 1 | 5.75209490776214e-142 | 2.87604745388107e-142 |
194 | 1 | 4.79690941135141e-141 | 2.39845470567571e-141 |
195 | 1 | 3.98073940901288e-140 | 1.99036970450644e-140 |
196 | 1 | 3.29084419776701e-139 | 1.64542209888350e-139 |
197 | 1 | 2.39033987736106e-138 | 1.19516993868053e-138 |
198 | 1 | 1.95826625974194e-137 | 9.79133129870968e-138 |
199 | 1 | 1.59648196300461e-136 | 7.98240981502304e-137 |
200 | 1 | 9.86781252627668e-136 | 4.93390626313834e-136 |
201 | 1 | 7.97368774186378e-135 | 3.98684387093189e-135 |
202 | 1 | 6.41172806814164e-134 | 3.20586403407082e-134 |
203 | 1 | 5.1305999472883e-133 | 2.56529997364415e-133 |
204 | 1 | 4.08969696492586e-132 | 2.04484848246293e-132 |
205 | 1 | 2.91922395790976e-131 | 1.45961197895488e-131 |
206 | 1 | 2.30192949455416e-130 | 1.15096474727708e-130 |
207 | 1 | 1.79601094231981e-129 | 8.98005471159903e-130 |
208 | 1 | 1.40268226536127e-128 | 7.01341132680636e-129 |
209 | 1 | 2.33848453203932e-128 | 1.16924226601966e-128 |
210 | 1 | 1.82480656293133e-127 | 9.12403281465663e-128 |
211 | 1 | 1.41511495686373e-126 | 7.07557478431863e-127 |
212 | 1 | 1.09215420455163e-125 | 5.46077102275815e-126 |
213 | 1 | 8.12247738540908e-125 | 4.06123869270454e-125 |
214 | 1 | 6.07273791263065e-124 | 3.03636895631533e-124 |
215 | 1 | 4.56764620581275e-123 | 2.28382310290638e-123 |
216 | 1 | 3.45929229865641e-122 | 1.72964614932820e-122 |
217 | 1 | 2.60723367724666e-121 | 1.30361683862333e-121 |
218 | 1 | 1.89720018034737e-120 | 9.48600090173684e-121 |
219 | 1 | 1.41646296650019e-119 | 7.08231483250094e-120 |
220 | 1 | 6.63075819483809e-119 | 3.31537909741905e-119 |
221 | 1 | 4.21042787523831e-118 | 2.10521393761915e-118 |
222 | 1 | 3.10826990148276e-117 | 1.55413495074138e-117 |
223 | 1 | 2.28371786204695e-116 | 1.14185893102347e-116 |
224 | 1 | 1.66977068450079e-115 | 8.34885342250396e-116 |
225 | 1 | 1.21480467324468e-114 | 6.0740233662234e-115 |
226 | 1 | 8.65982257631623e-114 | 4.32991128815811e-114 |
227 | 1 | 6.24128469524267e-113 | 3.12064234762134e-113 |
228 | 1 | 4.47656549558165e-112 | 2.23828274779083e-112 |
229 | 1 | 3.07009339368719e-111 | 1.53504669684359e-111 |
230 | 1 | 2.18145762205030e-110 | 1.09072881102515e-110 |
231 | 1 | 1.52733880944369e-109 | 7.63669404721846e-110 |
232 | 1 | 1.07489536526049e-108 | 5.37447682630244e-109 |
233 | 1 | 7.52825822861159e-108 | 3.76412911430580e-108 |
234 | 1 | 5.01058534555919e-107 | 2.50529267277960e-107 |
235 | 1 | 3.47615984323616e-106 | 1.73807992161808e-106 |
236 | 1 | 2.40004690103243e-105 | 1.20002345051621e-105 |
237 | 1 | 1.64896703965483e-104 | 8.24483519827413e-105 |
238 | 1 | 1.12539721013165e-103 | 5.62698605065823e-104 |
239 | 1 | 7.65719808716461e-103 | 3.82859904358231e-103 |
240 | 1 | 5.18461210638583e-102 | 2.59230605319292e-102 |
241 | 1 | 3.49335263141782e-101 | 1.74667631570891e-101 |
242 | 1 | 2.30443060965246e-100 | 1.15221530482623e-100 |
243 | 1 | 1.53768585349237e-99 | 7.68842926746184e-100 |
244 | 1 | 1.02033314515292e-98 | 5.10166572576459e-99 |
245 | 1 | 4.46456196424222e-98 | 2.23228098212111e-98 |
246 | 1 | 2.94463545294314e-97 | 1.47231772647157e-97 |
247 | 1 | 1.93258228576991e-96 | 9.66291142884957e-97 |
248 | 1 | 1.25379265992744e-95 | 6.26896329963718e-96 |
249 | 1 | 8.14795780886005e-95 | 4.07397890443003e-95 |
250 | 1 | 5.26883844276668e-94 | 2.63441922138334e-94 |
251 | 1 | 3.39034995835181e-93 | 1.69517497917590e-93 |
252 | 1 | 2.17064474504389e-92 | 1.08532237252194e-92 |
253 | 1 | 1.34671007471618e-91 | 6.73355037358089e-92 |
254 | 1 | 7.62475902373892e-91 | 3.81237951186946e-91 |
255 | 1 | 2.22346519673757e-90 | 1.11173259836878e-90 |
256 | 1 | 1.40179126160083e-89 | 7.00895630800413e-90 |
257 | 1 | 7.10069683221064e-89 | 3.55034841610532e-89 |
258 | 1 | 3.67987750349307e-88 | 1.83993875174654e-88 |
259 | 1 | 2.2937187895382e-87 | 1.1468593947691e-87 |
260 | 1 | 1.42014458907032e-86 | 7.10072294535159e-87 |
261 | 1 | 8.76291811635587e-86 | 4.38145905817794e-86 |
262 | 1 | 5.37969456519302e-85 | 2.68984728259651e-85 |
263 | 1 | 3.27571289144735e-84 | 1.63785644572368e-84 |
264 | 1 | 1.89272815457477e-83 | 9.46364077287384e-84 |
265 | 1 | 1.14474510525650e-82 | 5.72372552628251e-83 |
266 | 1 | 6.8763569233128e-82 | 3.4381784616564e-82 |
267 | 1 | 4.11648806060656e-81 | 2.05824403030328e-81 |
268 | 1 | 1.87466029405896e-80 | 9.37330147029482e-81 |
269 | 1 | 1.11271850863313e-79 | 5.56359254316564e-80 |
270 | 1 | 6.55499769761431e-79 | 3.27749884880716e-79 |
271 | 1 | 3.85068024304712e-78 | 1.92534012152356e-78 |
272 | 1 | 2.25026763838226e-77 | 1.12513381919113e-77 |
273 | 1 | 1.30814139499988e-76 | 6.54070697499938e-77 |
274 | 1 | 7.56393155022059e-76 | 3.78196577511029e-76 |
275 | 1 | 4.34453345624082e-75 | 2.17226672812041e-75 |
276 | 1 | 2.43226786672498e-74 | 1.21613393336249e-74 |
277 | 1 | 1.35140430947597e-73 | 6.75702154737986e-74 |
278 | 1 | 7.64241071741245e-73 | 3.82120535870622e-73 |
279 | 1 | 3.97933353785214e-72 | 1.98966676892607e-72 |
280 | 1 | 2.07357433162889e-71 | 1.03678716581444e-71 |
281 | 1 | 1.15706738173069e-70 | 5.78533690865347e-71 |
282 | 1 | 6.41327385198918e-70 | 3.20663692599459e-70 |
283 | 1 | 3.42498091214129e-69 | 1.71249045607064e-69 |
284 | 1 | 1.87860707875664e-68 | 9.39303539378321e-69 |
285 | 1 | 9.96205997084109e-68 | 4.98102998542054e-68 |
286 | 1 | 5.40699735784384e-67 | 2.70349867892192e-67 |
287 | 1 | 2.92236213343715e-66 | 1.46118106671857e-66 |
288 | 1 | 1.56834702030922e-65 | 7.84173510154612e-66 |
289 | 1 | 8.3838045600263e-65 | 4.19190228001315e-65 |
290 | 1 | 4.38574195305703e-64 | 2.19287097652852e-64 |
291 | 1 | 2.31888282333445e-63 | 1.15944141166722e-63 |
292 | 1 | 1.19604984904561e-62 | 5.98024924522805e-63 |
293 | 1 | 6.09222383082462e-62 | 3.04611191541231e-62 |
294 | 1 | 3.16532695754803e-61 | 1.58266347877402e-61 |
295 | 1 | 1.63780350957894e-60 | 8.1890175478947e-61 |
296 | 1 | 6.44185175330663e-60 | 3.22092587665331e-60 |
297 | 1 | 3.29814740674653e-59 | 1.64907370337327e-59 |
298 | 1 | 1.68198072414779e-58 | 8.40990362073897e-59 |
299 | 1 | 8.51378494636075e-58 | 4.25689247318038e-58 |
300 | 1 | 4.28474802239863e-57 | 2.14237401119932e-57 |
301 | 1 | 2.14711751412851e-56 | 1.07355875706426e-56 |
302 | 1 | 1.06774859711342e-55 | 5.3387429855671e-56 |
303 | 1 | 5.28134899566791e-55 | 2.64067449783396e-55 |
304 | 1 | 2.60152216273082e-54 | 1.30076108136541e-54 |
305 | 1 | 1.03649302206643e-53 | 5.18246511033214e-54 |
306 | 1 | 5.04736357927475e-53 | 2.52368178963738e-53 |
307 | 1 | 2.44706739152776e-52 | 1.22353369576388e-52 |
308 | 1 | 1.17922645957533e-51 | 5.89613229787666e-52 |
309 | 1 | 5.06240240395094e-51 | 2.53120120197547e-51 |
310 | 1 | 2.41290320549541e-50 | 1.20645160274770e-50 |
311 | 1 | 1.14308816897081e-49 | 5.71544084485404e-50 |
312 | 1 | 3.60273440485643e-49 | 1.80136720242821e-49 |
313 | 1 | 1.69244075628764e-48 | 8.46220378143818e-49 |
314 | 1 | 7.89156522232394e-48 | 3.94578261116197e-48 |
315 | 1 | 3.65358243624439e-47 | 1.82679121812220e-47 |
316 | 1 | 1.66445186407303e-46 | 8.32225932036517e-47 |
317 | 1 | 7.58977490463795e-46 | 3.79488745231897e-46 |
318 | 1 | 3.44786892664246e-45 | 1.72393446332123e-45 |
319 | 1 | 1.55770634562676e-44 | 7.78853172813381e-45 |
320 | 1 | 6.98450950856444e-44 | 3.49225475428222e-44 |
321 | 1 | 3.11156694302951e-43 | 1.55578347151475e-43 |
322 | 1 | 1.37719879997938e-42 | 6.88599399989692e-43 |
323 | 1 | 6.0557686570348e-42 | 3.0278843285174e-42 |
324 | 1 | 2.65268375705586e-41 | 1.32634187852793e-41 |
325 | 1 | 1.15114439952744e-40 | 5.75572199763721e-41 |
326 | 1 | 4.97386351277782e-40 | 2.48693175638891e-40 |
327 | 1 | 2.13542954542874e-39 | 1.06771477271437e-39 |
328 | 1 | 9.10412089093941e-39 | 4.55206044546970e-39 |
329 | 1 | 3.8458874428228e-38 | 1.9229437214114e-38 |
330 | 1 | 1.61349042379612e-37 | 8.06745211898061e-38 |
331 | 1 | 6.7224028679011e-37 | 3.36120143395055e-37 |
332 | 1 | 2.78129775116381e-36 | 1.39064887558190e-36 |
333 | 1 | 1.14264450451109e-35 | 5.71322252255547e-36 |
334 | 1 | 4.65558959585176e-35 | 2.32779479792588e-35 |
335 | 1 | 1.88643495621423e-34 | 9.43217478107114e-35 |
336 | 1 | 7.58546145452963e-34 | 3.79273072726481e-34 |
337 | 1 | 3.03351194851802e-33 | 1.51675597425901e-33 |
338 | 1 | 1.20211595010265e-32 | 6.01057975051325e-33 |
339 | 1 | 4.72763382132428e-32 | 2.36381691066214e-32 |
340 | 1 | 1.84501344609593e-31 | 9.22506723047967e-32 |
341 | 1 | 7.12075488294576e-31 | 3.56037744147288e-31 |
342 | 1 | 2.73919581128619e-30 | 1.36959790564309e-30 |
343 | 1 | 1.04564829312294e-29 | 5.22824146561469e-30 |
344 | 1 | 3.960789289337e-29 | 1.9803946446685e-29 |
345 | 1 | 1.48860179099519e-28 | 7.44300895497593e-29 |
346 | 1 | 5.55062937562777e-28 | 2.77531468781389e-28 |
347 | 1 | 2.05811176649789e-27 | 1.02905588324894e-27 |
348 | 1 | 7.55342271012003e-27 | 3.77671135506002e-27 |
349 | 1 | 2.74966271930081e-26 | 1.37483135965041e-26 |
350 | 1 | 9.9274561962875e-26 | 4.96372809814375e-26 |
351 | 1 | 3.53121578164861e-25 | 1.76560789082431e-25 |
352 | 1 | 1.25672279452424e-24 | 6.2836139726212e-25 |
353 | 1 | 4.12751077528744e-24 | 2.06375538764372e-24 |
354 | 1 | 1.44644133090863e-23 | 7.23220665454316e-24 |
355 | 1 | 5.00831675656683e-23 | 2.50415837828342e-23 |
356 | 1 | 1.71890613691995e-22 | 8.59453068459975e-23 |
357 | 1 | 5.16466937502333e-22 | 2.58233468751166e-22 |
358 | 1 | 1.74390048028400e-21 | 8.71950240142002e-22 |
359 | 1 | 5.8347528499151e-21 | 2.91737642495755e-21 |
360 | 1 | 1.93416001716541e-20 | 9.67080008582707e-21 |
361 | 1 | 6.36314026534674e-20 | 3.18157013267337e-20 |
362 | 1 | 2.06982763272164e-19 | 1.03491381636082e-19 |
363 | 1 | 6.66803750417433e-19 | 3.33401875208716e-19 |
364 | 1 | 2.13935626589946e-18 | 1.06967813294973e-18 |
365 | 1 | 6.78224165230231e-18 | 3.39112082615115e-18 |
366 | 1 | 2.12159822941536e-17 | 1.06079911470768e-17 |
367 | 1 | 6.56915030417084e-17 | 3.28457515208542e-17 |
368 | 1 | 2.01298775941773e-16 | 1.00649387970887e-16 |
369 | 1 | 6.1035926968704e-16 | 3.0517963484352e-16 |
370 | 1 | 1.83090433204441e-15 | 9.15452166022205e-16 |
371 | 0.999999999999997 | 5.43251596100976e-15 | 2.71625798050488e-15 |
372 | 0.999999999999992 | 1.60812523934868e-14 | 8.0406261967434e-15 |
373 | 0.999999999999977 | 4.62954406035348e-14 | 2.31477203017674e-14 |
374 | 0.999999999999933 | 1.33675748144439e-13 | 6.68378740722195e-14 |
375 | 0.99999999999981 | 3.79781372798376e-13 | 1.89890686399188e-13 |
376 | 0.999999999999467 | 1.06625649751938e-12 | 5.3312824875969e-13 |
377 | 0.999999999998514 | 2.97278764205520e-12 | 1.48639382102760e-12 |
378 | 0.999999999995958 | 8.08402300437208e-12 | 4.04201150218604e-12 |
379 | 0.99999999998906 | 2.18789235167555e-11 | 1.09394617583777e-11 |
380 | 0.999999999970771 | 5.84577279263208e-11 | 2.92288639631604e-11 |
381 | 0.999999999922924 | 1.5415172383979e-10 | 7.7075861919895e-11 |
382 | 0.999999999806322 | 3.87356260509940e-10 | 1.93678130254970e-10 |
383 | 0.999999999536974 | 9.2605118416374e-10 | 4.6302559208187e-10 |
384 | 0.999999998823 | 2.35399995295035e-09 | 1.17699997647518e-09 |
385 | 0.99999999702446 | 5.95108113549e-09 | 2.975540567745e-09 |
386 | 0.999999993931701 | 1.21365978744696e-08 | 6.06829893723481e-09 |
387 | 0.999999985255014 | 2.94899719248486e-08 | 1.47449859624243e-08 |
388 | 0.999999966364855 | 6.7270290072212e-08 | 3.3635145036106e-08 |
389 | 0.999999919817946 | 1.60364107725635e-07 | 8.01820538628177e-08 |
390 | 0.99999981037885 | 3.79242301391817e-07 | 1.89621150695908e-07 |
391 | 0.999999568497896 | 8.63004207179112e-07 | 4.31502103589556e-07 |
392 | 0.99999901307993 | 1.97384014185768e-06 | 9.86920070928838e-07 |
393 | 0.999997765108263 | 4.46978347445359e-06 | 2.23489173722680e-06 |
394 | 0.999995775950234 | 8.44809953264923e-06 | 4.22404976632462e-06 |
395 | 0.999991385333667 | 1.72293326668780e-05 | 8.61466633343901e-06 |
396 | 0.999981388474726 | 3.72230505475205e-05 | 1.86115252737602e-05 |
397 | 0.999965638245619 | 6.87235087629668e-05 | 3.43617543814834e-05 |
398 | 0.999929857467282 | 0.000140285065435828 | 7.01425327179138e-05 |
399 | 0.999856527947924 | 0.000286944104151604 | 0.000143472052075802 |
400 | 0.999749844098816 | 0.000500311802367751 | 0.000250155901183875 |
401 | 0.9995169081769 | 0.000966183646199312 | 0.000483091823099656 |
402 | 0.99911765207745 | 0.00176469584510033 | 0.000882347922550163 |
403 | 0.998370420390915 | 0.0032591592181694 | 0.0016295796090847 |
404 | 0.996959207288765 | 0.00608158542246968 | 0.00304079271123484 |
405 | 0.994500046702753 | 0.0109999065944946 | 0.00549995329724729 |
406 | 0.990279492213172 | 0.0194410155736553 | 0.00972050778682764 |
407 | 0.983452630081379 | 0.0330947398372424 | 0.0165473699186212 |
408 | 0.974039224326758 | 0.0519215513464845 | 0.0259607756732422 |
409 | 0.958387133361151 | 0.0832257332776974 | 0.0416128666388487 |
410 | 0.933029091117462 | 0.133941817765076 | 0.066970908882538 |
411 | 0.896308876951143 | 0.207382246097714 | 0.103691123048857 |
412 | 0.846339208765015 | 0.307321582469969 | 0.153660791234985 |
413 | 0.777399564901064 | 0.445200870197871 | 0.222600435098936 |
414 | 0.68960333893171 | 0.620793322136579 | 0.310396661068289 |
415 | 0.585826802139102 | 0.828346395721797 | 0.414173197860898 |
416 | 0.468359698369931 | 0.936719396739863 | 0.531640301630069 |
417 | 0.784171848092534 | 0.431656303814931 | 0.215828151907466 |
418 | 0.653332411837909 | 0.693335176324183 | 0.346667588162091 |
419 | 0.490713376965786 | 0.981426753931572 | 0.509286623034214 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 393 | 0.963235294117647 | NOK |
5% type I error level | 396 | 0.970588235294118 | NOK |
10% type I error level | 398 | 0.975490196078431 | NOK |