Multiple Linear Regression - Estimated Regression Equation |
Wealth[t] = + 177248.201581934 + 37956.3484617117Group[t] -8.44025908902544Costs[t] + 43.8056967376555GrCosts[t] + 3.1871286204088Dividends[t] -1.60790451917921GrDiv[t] -180.177779312569t + 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) | 177248.201581934 | 43822.636074 | 4.0447 | 6.2e-05 | 3.1e-05 |
Group | 37956.3484617117 | 55583.383033 | 0.6829 | 0.495061 | 0.24753 |
Costs | -8.44025908902544 | 1.763625 | -4.7857 | 2e-06 | 1e-06 |
GrCosts | 43.8056967376555 | 2.075696 | 21.1041 | 0 | 0 |
Dividends | 3.1871286204088 | 0.433264 | 7.3561 | 0 | 0 |
GrDiv | -1.60790451917921 | 0.697819 | -2.3042 | 0.021695 | 0.010847 |
t | -180.177779312569 | 93.359588 | -1.9299 | 0.054282 | 0.027141 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.885473018272324 |
R-squared | 0.7840624660883 |
Adjusted R-squared | 0.781006746268795 |
F-TEST (value) | 256.588467661038 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 424 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 209376.395035431 |
Sum Squared Residuals | 18587513314366 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 6282929 | 6300449.53668094 | -17520.5366809435 |
2 | 4324047 | 1397508.99912298 | 2926538.00087702 |
3 | 4108272 | 3552842.05670343 | 555429.943296575 |
4 | -1212617 | -621570.838252116 | -591046.161747884 |
5 | 1485329 | 2347848.3488795 | -862519.3488795 |
6 | 1779876 | 1970169.68993019 | -190293.68993019 |
7 | 1367203 | 242628.248997362 | 1124574.75100264 |
8 | 2519076 | 2080974.19137641 | 438101.808623586 |
9 | 912684 | 1642462.34960491 | -729778.34960491 |
10 | 1443586 | 864490.608054575 | 579095.391945425 |
11 | 1220017 | 739841.037966865 | 480175.962033135 |
12 | 984885 | 221117.939592463 | 763767.060407537 |
13 | 1457425 | 847234.759501905 | 610190.240498095 |
14 | -572920 | -88844.8370109248 | -484075.162989075 |
15 | 929144 | 1230382.89430121 | -301238.894301207 |
16 | 1151176 | 601611.875699532 | 549564.124300468 |
17 | 790090 | 1032500.06838569 | -242410.068385692 |
18 | 774497 | 1128585.94985925 | -354088.949859249 |
19 | 990576 | 1601242.85736324 | -610666.857363236 |
20 | 454195 | 414750.41701566 | 39444.5829843403 |
21 | 876607 | 800780.433353738 | 75826.5666462617 |
22 | 711969 | 1126974.52409491 | -415005.524094905 |
23 | 702380 | 588251.988888827 | 114128.011111173 |
24 | 264449 | 407215.357843858 | -142766.357843858 |
25 | 450033 | 539594.140385095 | -89561.1403850951 |
26 | 541063 | 242464.836364728 | 298598.163635272 |
27 | 588864 | 1251388.77807549 | -662524.778075486 |
28 | -37216 | 175664.806841189 | -212880.806841189 |
29 | 783310 | 202230.459568413 | 581079.540431587 |
30 | 467359 | 209068.764802891 | 258290.235197109 |
31 | 688779 | 466411.950210469 | 222367.049789531 |
32 | 608419 | 794999.175728583 | -186580.175728583 |
33 | 696348 | 570615.966396335 | 125732.033603665 |
34 | 597793 | 530179.49651566 | 67613.5034843398 |
35 | 821730 | 1113665.69504708 | -291935.695047076 |
36 | 377934 | 340178.402856078 | 37755.5971439219 |
37 | 651939 | 365725.359944955 | 286213.640055045 |
38 | 697458 | 574694.158956864 | 122763.841043136 |
39 | 700368 | 594677.316375081 | 105690.683624919 |
40 | 225986 | 390043.288599293 | -164057.288599293 |
41 | 348695 | 513675.99428046 | -164980.994280460 |
42 | 373683 | 361289.441848745 | 12393.5581512555 |
43 | 501709 | 430296.107702825 | 71412.892297175 |
44 | 413743 | 485895.595080108 | -72152.5950801084 |
45 | 379825 | 350497.310707713 | 29327.6892922867 |
46 | 336260 | 496858.695638081 | -160598.695638081 |
47 | 636765 | 584007.533589192 | 52757.466410808 |
48 | 481231 | 687755.164159288 | -206524.164159288 |
49 | 469107 | 515628.502000546 | -46521.5020005462 |
50 | 211928 | 392467.948842067 | -180539.948842067 |
51 | 563925 | 488474.916266693 | 75450.0837333072 |
52 | 511939 | 565416.532418812 | -53477.5324188115 |
53 | 521016 | 761565.134681893 | -240549.134681893 |
54 | 543856 | 476487.187439706 | 67368.8125602941 |
55 | 329304 | 617346.108794143 | -288042.108794143 |
56 | 423262 | 342560.634877035 | 80701.3651229649 |
57 | 509665 | 295815.903133036 | 213849.096866964 |
58 | 455881 | 401040.181396911 | 54840.8186030889 |
59 | 367772 | 472856.218988947 | -105084.218988947 |
60 | 406339 | 672301.511939059 | -265962.511939059 |
61 | 493408 | 550030.056091729 | -56622.0560917289 |
62 | 232942 | 345447.184531308 | -112505.184531308 |
63 | 416002 | 463769.391949388 | -47767.391949388 |
64 | 337430 | 592609.625986522 | -255179.625986522 |
65 | 361517 | 331053.722654143 | 30463.2773458572 |
66 | 360962 | 342981.419903563 | 17980.5800964371 |
67 | 235561 | 415240.170741099 | -179679.170741099 |
68 | 408247 | 434148.126460814 | -25901.1264608136 |
69 | 450296 | 570680.562060115 | -120384.562060115 |
70 | 418799 | 503674.233247832 | -84875.2332478323 |
71 | 247405 | 353259.880039141 | -105854.880039141 |
72 | 378519 | 245492.02940685 | 133026.970593150 |
73 | 326638 | 492673.455528117 | -166035.455528117 |
74 | 328233 | 411930.635046598 | -83697.6350465976 |
75 | 386225 | 525954.393955486 | -139729.393955486 |
76 | 283662 | 369575.104041779 | -85913.104041779 |
77 | 370225 | 520613.347883851 | -150388.347883851 |
78 | 269236 | 392253.049773003 | -123017.049773003 |
79 | 365732 | 373604.514998988 | -7872.51499898817 |
80 | 420383 | 410485.274760465 | 9897.72523953534 |
81 | 345811 | 345363.721444533 | 447.278555467114 |
82 | 431809 | 505730.956292832 | -73921.9562928322 |
83 | 418876 | 597818.230443836 | -178942.230443836 |
84 | 297476 | 281532.868804913 | 15943.1311950865 |
85 | 416776 | 484992.584700102 | -68216.584700102 |
86 | 357257 | 502457.10915766 | -145200.10915766 |
87 | 458343 | 418509.914714851 | 39833.0852851492 |
88 | 388386 | 488168.708472054 | -99782.7084720545 |
89 | 358934 | 483279.244745655 | -124345.244745655 |
90 | 407560 | 485620.381816474 | -78060.3818164742 |
91 | 392558 | 448496.392036033 | -55938.3920360333 |
92 | 373177 | 433843.285636942 | -60666.2856369416 |
93 | 428370 | 344154.83473595 | 84215.1652640499 |
94 | 369419 | 629729.573633818 | -260310.573633818 |
95 | 358649 | 263791.038866155 | 94857.9611338448 |
96 | 376641 | 401092.409672988 | -24451.4096729883 |
97 | 467427 | 517604.804979493 | -50177.8049794934 |
98 | 364885 | 358390.12082688 | 6494.87917312003 |
99 | 436230 | 552542.69578573 | -116312.695785730 |
100 | 329118 | 361729.540296582 | -32611.5402965815 |
101 | 317365 | 361803.474448993 | -44438.4744489934 |
102 | 286849 | 439184.318000344 | -152335.318000344 |
103 | 376685 | 476016.503832407 | -99331.5038324073 |
104 | 407198 | 516219.062284475 | -109021.062284475 |
105 | 377772 | 366249.544091452 | 11522.4559085476 |
106 | 271483 | 379927.034899465 | -108444.034899465 |
107 | 153661 | 403298.561832301 | -249637.561832301 |
108 | 513294 | 422657.917138707 | 90636.0828612928 |
109 | 324881 | 434814.524133979 | -109933.524133979 |
110 | 264512 | 378921.734937525 | -114409.734937525 |
111 | 420968 | 365878.716912867 | 55089.283087133 |
112 | 129302 | 392413.147748232 | -263111.147748232 |
113 | 191521 | 388027.975765848 | -196506.975765848 |
114 | 268673 | 396329.405218799 | -127656.405218799 |
115 | 353179 | 334459.460860391 | 18719.5391396090 |
116 | 354624 | 323301.187331595 | 31322.8126684048 |
117 | 363713 | 423648.478697121 | -59935.4786971211 |
118 | 456657 | 419437.20800474 | 37219.7919952597 |
119 | 211742 | 394685.882627419 | -182943.882627419 |
120 | 338381 | 343812.244750398 | -5431.24475039795 |
121 | 418530 | 417726.160370989 | 803.839629011477 |
122 | 351483 | 361418.903370295 | -9935.90337029542 |
123 | 372928 | 440030.660728738 | -67102.6607287381 |
124 | 485538 | 421421.957605946 | 64116.0423940539 |
125 | 279268 | 385659.421534870 | -106391.421534870 |
126 | 219060 | 428751.623509297 | -209691.623509297 |
127 | 325560 | 347888.073440463 | -22328.0734404627 |
128 | 325314 | 347147.171696072 | -21833.1716960716 |
129 | 322046 | 335089.775338430 | -13043.7753384304 |
130 | 325560 | 347347.540102525 | -21787.540102525 |
131 | 325599 | 346593.551938349 | -20994.5519383488 |
132 | 377028 | 317637.086105660 | 59390.9138943395 |
133 | 325560 | 346807.006764587 | -21247.0067645873 |
134 | 323850 | 346796.148324055 | -22946.1483240549 |
135 | 325560 | 346446.651205962 | -20886.6512059622 |
136 | 331514 | 342914.11890113 | -11400.1189011297 |
137 | 325632 | 345832.769791691 | -20200.7697916911 |
138 | 325560 | 345906.117868024 | -20346.1178680245 |
139 | 325560 | 345725.940088712 | -20165.9400887119 |
140 | 325560 | 345545.762309399 | -19985.7623093993 |
141 | 322265 | 336568.591231149 | -14303.5912311487 |
142 | 325560 | 345185.406750774 | -19625.4067507742 |
143 | 325906 | 323895.188741235 | 2010.81125876469 |
144 | 325985 | 345075.762244895 | -19090.7622448953 |
145 | 346145 | 349131.753989078 | -2986.75398907819 |
146 | 325898 | 328518.522298604 | -2620.52229860434 |
147 | 325560 | 344284.517854211 | -18724.5178542113 |
148 | 325356 | 344394.897534445 | -19038.8975344446 |
149 | 325560 | 343924.162295586 | -18364.1622955862 |
150 | 325930 | 344569.210960668 | -18639.2109606682 |
151 | 318020 | 332577.515766422 | -14557.5157664217 |
152 | 326389 | 327579.361135474 | -1190.36113547430 |
153 | 325560 | 343203.451178336 | -17643.4511783359 |
154 | 302925 | 332480.600276493 | -29555.6002764934 |
155 | 325540 | 343369.084477179 | -17829.0844771794 |
156 | 325560 | 342662.917840398 | -17102.9178403982 |
157 | 325560 | 342482.740061086 | -16922.7400610857 |
158 | 326736 | 343929.505928763 | -17193.5059287633 |
159 | 340580 | 339102.470648956 | 1477.52935104369 |
160 | 325560 | 341942.206723148 | -16382.2067231480 |
161 | 325560 | 341762.028943835 | -16202.0289438354 |
162 | 325560 | 341581.851164523 | -16021.8511645228 |
163 | 325560 | 341401.67338521 | -15841.6733852102 |
164 | 331828 | 337495.434614143 | -5667.43461414336 |
165 | 323299 | 345307.934024626 | -22008.9340246263 |
166 | 325560 | 340861.140047273 | -15301.1400472726 |
167 | 325560 | 340680.96226796 | -15120.9622679600 |
168 | 387722 | 286205.778064891 | 101516.221935109 |
169 | 325560 | 340320.606709335 | -14760.6067093348 |
170 | 325560 | 340140.428930022 | -14580.4289300222 |
171 | 325560 | 339960.25115071 | -14400.2511507097 |
172 | 324598 | 342166.160599817 | -17568.1605998172 |
173 | 325560 | 339599.895592085 | -14039.8955920846 |
174 | 328726 | 341588.267877358 | -12862.2678773577 |
175 | 325560 | 339239.540033459 | -13679.5400334594 |
176 | 325043 | 339035.965647449 | -13992.965647449 |
177 | 325560 | 338879.184474834 | -13319.1844748343 |
178 | 325806 | 281573.819428258 | 44232.1805717419 |
179 | 325560 | 338518.828916209 | -12958.8289162092 |
180 | 325560 | 338338.651136897 | -12778.6511368966 |
181 | 387732 | 364764.360315156 | 22967.6396848441 |
182 | 349729 | 314328.435436375 | 35400.5645636246 |
183 | 332202 | 316994.031467813 | 15207.9685321869 |
184 | 305442 | 305563.831332375 | -121.83133237528 |
185 | 329537 | 281473.429589161 | 48063.5704108385 |
186 | 327055 | 299592.39130257 | 27462.6086974303 |
187 | 356245 | 308680.751347660 | 47564.2486523396 |
188 | 328451 | 339849.827205691 | -11398.8272056912 |
189 | 307062 | 350824.873886518 | -43762.8738865178 |
190 | 325560 | 336536.873343771 | -10976.8733437709 |
191 | 331345 | 330147.327398078 | 1197.67260192243 |
192 | 325560 | 336176.517785146 | -10616.5177851457 |
193 | 331824 | 337706.550518853 | -5882.55051885258 |
194 | 325560 | 335816.162226521 | -10256.1622265206 |
195 | 325685 | 335941.469058185 | -10256.4690581848 |
196 | 325560 | 275780.192725048 | 49779.8072749517 |
197 | 404480 | 449732.339721145 | -45252.3397211448 |
198 | 325560 | 275419.837166423 | 50140.1628335768 |
199 | 325560 | 275239.659387111 | 50320.3406128894 |
200 | 318314 | 322270.473934214 | -3956.47393421362 |
201 | 325560 | 274879.303828485 | 50680.6961715146 |
202 | 325560 | 274699.126049173 | 50860.8739508271 |
203 | 325560 | 274518.94826986 | 51041.0517301397 |
204 | 311807 | 265858.368145427 | 45948.631854573 |
205 | 337724 | 333817.756564749 | 3906.2434352507 |
206 | 326431 | 275810.22306716 | 50620.7769328401 |
207 | 327556 | 283871.845059382 | 43684.1549406175 |
208 | 325560 | 273618.059373297 | 51941.9406267025 |
209 | 356850 | 294349.64317603 | 62500.3568239701 |
210 | 325560 | 273257.703814672 | 52302.2961853276 |
211 | 325560 | 332753.139978207 | -7193.13997820695 |
212 | 325560 | 332572.962198894 | -7012.96219889438 |
213 | 322741 | 320322.879091953 | 2418.12090804706 |
214 | 310902 | 332218.144507925 | -21316.144507925 |
215 | 324295 | 333580.874886194 | -9285.87488619373 |
216 | 325560 | 331852.251081644 | -6292.2510816441 |
217 | 326156 | 331899.240692861 | -5743.24069286152 |
218 | 326960 | 327905.265146766 | -945.26514676561 |
219 | 325560 | 331311.717743706 | -5751.7177437064 |
220 | 333411 | 307850.281922200 | 25560.7180777996 |
221 | 297761 | 327851.270557156 | -30090.2705571561 |
222 | 325560 | 330771.184405769 | -5211.18440576868 |
223 | 325536 | 330495.56901954 | -4959.56901954005 |
224 | 325560 | 330410.828847144 | -4850.82884714355 |
225 | 325762 | 330332.751818785 | -4570.75181878522 |
226 | 327957 | 329884.077238129 | -1927.07723812888 |
227 | 325560 | 329870.295509206 | -4310.29550920584 |
228 | 325560 | 329690.117729893 | -4130.11772989329 |
229 | 318521 | 342409.96820007 | -23888.9682000702 |
230 | 325560 | 329329.762171268 | -3769.76217126813 |
231 | 319775 | 336656.898202941 | -16881.8982029405 |
232 | 325560 | 328969.406612643 | -3409.40661264301 |
233 | 325560 | 328789.228833330 | -3229.22883333042 |
234 | 332128 | 328581.801956571 | 3546.19804342862 |
235 | 325560 | 328428.873274705 | -2868.8732747053 |
236 | 325486 | 328305.118935484 | -2819.11893548405 |
237 | 325560 | 328068.51771608 | -2508.51771608014 |
238 | 325838 | 326258.581486878 | -420.581486877592 |
239 | 325560 | 327708.162157455 | -2148.16215745502 |
240 | 325560 | 327527.984378142 | -1967.98437814244 |
241 | 325560 | 327347.80659883 | -1787.80659882988 |
242 | 331767 | 328414.006782211 | 3352.99321778947 |
243 | 325560 | 326987.451040205 | -1427.45104020474 |
244 | 324523 | 323729.917027147 | 793.082972853154 |
245 | 339995 | 345062.469586061 | -5067.46958606115 |
246 | 325560 | 266771.30375942 | 58788.6962405801 |
247 | 325560 | 266591.125980107 | 58968.8740198927 |
248 | 319582 | 328448.484141984 | -8866.48414198431 |
249 | 325560 | 266230.770421482 | 59329.2295785178 |
250 | 325560 | 266050.592642170 | 59509.4073578304 |
251 | 307245 | 299553.286632054 | 7691.71336794578 |
252 | 325560 | 265690.237083544 | 59869.7629164556 |
253 | 317967 | 335010.778366153 | -17043.7783661527 |
254 | 331488 | 358915.903673355 | -27427.9036733552 |
255 | 335452 | 387510.763587104 | -52058.7635871043 |
256 | 325560 | 324645.139909141 | 914.860090858653 |
257 | 334184 | 302580.208701923 | 31603.7912980772 |
258 | 313213 | 279732.051047491 | 33480.9489525092 |
259 | 325560 | 264428.992628356 | 61131.0073716435 |
260 | 325560 | 323924.428791891 | 1635.57120810893 |
261 | 325560 | 264068.637069731 | 61491.3629302687 |
262 | 325560 | 263888.459290419 | 61671.5407095812 |
263 | 348678 | 360088.460136086 | -11410.4601360859 |
264 | 328727 | 314671.750385868 | 14055.2496141320 |
265 | 325560 | 263347.925952481 | 62212.0740475189 |
266 | 325560 | 322843.362116016 | 2716.63788398435 |
267 | 325560 | 262987.570393856 | 62572.4296061441 |
268 | 387978 | 374870.261035276 | 13107.7389647237 |
269 | 325560 | 262627.214835231 | 62932.7851647692 |
270 | 336704 | 349951.204304338 | -13247.2043043385 |
271 | 325560 | 262266.859276606 | 63293.1407233944 |
272 | 325560 | 262086.681497293 | 63473.3185027069 |
273 | 325560 | 261906.503717981 | 63653.4962820195 |
274 | 322076 | 320595.503527779 | 1480.49647222123 |
275 | 325560 | 321221.762102203 | 4338.23789779747 |
276 | 334272 | 324181.538030333 | 10090.4619696672 |
277 | 338197 | 329045.449132266 | 9151.55086773384 |
278 | 325560 | 320681.228764265 | 4878.77123573517 |
279 | 321024 | 300189.923810704 | 20834.0761892957 |
280 | 322145 | 342471.133454923 | -20326.1334549227 |
281 | 325560 | 260465.08148348 | 65094.91851652 |
282 | 325560 | 319960.517647015 | 5599.48235298545 |
283 | 323351 | 304949.323644622 | 18401.676355378 |
284 | 325560 | 319600.162088389 | 5959.83791161058 |
285 | 327748 | 348770.692940976 | -21022.6929409763 |
286 | 325560 | 319239.806529764 | 6320.19347023573 |
287 | 325560 | 259384.014807605 | 66175.9851923955 |
288 | 328157 | 322849.18862051 | 5307.81137949001 |
289 | 325560 | 259023.659248979 | 66536.3407510206 |
290 | 311594 | 296029.409114592 | 15564.5908854082 |
291 | 325560 | 258663.303690354 | 66896.6963096458 |
292 | 335962 | 323525.996908087 | 12436.0030919134 |
293 | 372426 | 379188.484206689 | -6762.48420668873 |
294 | 325560 | 317798.384295264 | 7761.61570473627 |
295 | 319844 | 313301.698639057 | 6542.30136094343 |
296 | 355822 | 269132.163318402 | 86689.836681598 |
297 | 325560 | 317257.850957326 | 8302.14904267398 |
298 | 325560 | 257402.059235166 | 68157.9407648338 |
299 | 325560 | 316897.495398701 | 8662.50460129912 |
300 | 325560 | 316717.317619388 | 8842.6823806117 |
301 | 324047 | 258045.668506583 | 66001.3314934166 |
302 | 311464 | 307758.128687557 | 3705.87131244312 |
303 | 325560 | 316176.784281451 | 9383.2157185494 |
304 | 325560 | 256320.992559291 | 69239.0074407091 |
305 | 353417 | 316194.889835247 | 37222.1101647531 |
306 | 325590 | 315667.177354641 | 9922.82264535902 |
307 | 325560 | 255780.459221353 | 69779.5407786469 |
308 | 328576 | 268196.780548257 | 60379.2194517429 |
309 | 326126 | 292613.962633982 | 33512.0373660183 |
310 | 325560 | 255239.925883415 | 70320.0741165845 |
311 | 325560 | 255059.748104103 | 70500.2518958971 |
312 | 369376 | 395844.158539604 | -26468.1585396042 |
313 | 325560 | 254699.392545478 | 70860.6074545223 |
314 | 332013 | 261600.953241813 | 70412.0467581872 |
315 | 325871 | 314120.002425869 | 11750.9975741306 |
316 | 342165 | 329508.086521101 | 12656.9134788989 |
317 | 324967 | 311051.228930087 | 13915.7710699134 |
318 | 314832 | 311792.748740323 | 3039.25125967657 |
319 | 325557 | 313282.31242474 | 12274.6875752599 |
320 | 325560 | 313113.762033137 | 12446.2379668631 |
321 | 325560 | 312933.584253824 | 12626.4157461756 |
322 | 325560 | 312753.406474512 | 12806.5935254882 |
323 | 325560 | 312573.228695199 | 12986.7713048008 |
324 | 325560 | 252717.436973039 | 72842.5630269605 |
325 | 325560 | 312212.873136574 | 13347.1268634259 |
326 | 322649 | 311853.383914544 | 10795.6160854562 |
327 | 325560 | 252176.903635102 | 73383.0963648982 |
328 | 325560 | 251996.725855789 | 73563.2741442108 |
329 | 325560 | 311492.162019324 | 14067.8379806762 |
330 | 325560 | 311311.984240011 | 14248.0157599888 |
331 | 325560 | 311131.806460699 | 14428.1935393013 |
332 | 325560 | 310951.628681386 | 14608.3713186139 |
333 | 325560 | 310771.450902074 | 14788.5490979265 |
334 | 324598 | 308694.197390655 | 15903.8026093449 |
335 | 325567 | 310424.964984702 | 15142.0350152978 |
336 | 325560 | 310230.917564136 | 15329.0824358642 |
337 | 324005 | 310020.440165796 | 13984.5598342040 |
338 | 325560 | 309870.562005511 | 15689.4379944893 |
339 | 325748 | 310031.872127075 | 15716.1278729246 |
340 | 323385 | 305312.665241034 | 18072.3347589657 |
341 | 315409 | 313932.042171809 | 1476.95782819142 |
342 | 325560 | 309149.850888260 | 16410.1491117396 |
343 | 325560 | 308969.673108948 | 16590.3268910522 |
344 | 325560 | 308789.495329635 | 16770.5046703647 |
345 | 325560 | 308609.317550323 | 16950.6824496773 |
346 | 325560 | 308429.13977101 | 17130.8602289899 |
347 | 312275 | 302138.791110209 | 10136.2088897913 |
348 | 325560 | 308068.784212385 | 17491.2157876150 |
349 | 325560 | 307888.606433072 | 17671.3935669276 |
350 | 325560 | 307708.42865376 | 17851.5713462401 |
351 | 320576 | 298131.803106164 | 22444.1968938361 |
352 | 325246 | 308129.257512438 | 17116.7424875616 |
353 | 332961 | 298627.943532604 | 34333.0564673956 |
354 | 323010 | 310134.970553941 | 12875.0294460591 |
355 | 325560 | 306807.539757197 | 18752.460242803 |
356 | 325560 | 306627.361977884 | 18932.6380221156 |
357 | 345253 | 359668.433911395 | -14415.4339113952 |
358 | 325560 | 306267.006419259 | 19292.9935807407 |
359 | 325560 | 306086.828639947 | 19473.1713600533 |
360 | 325560 | 305906.650860634 | 19653.3491393658 |
361 | 325559 | 305724.407079473 | 19834.5929205266 |
362 | 325560 | 305546.295302009 | 20013.7046979910 |
363 | 325560 | 305366.117522696 | 20193.8824773036 |
364 | 319634 | 248951.238393239 | 70682.7616067607 |
365 | 319951 | 300028.480774903 | 19922.5192250968 |
366 | 325560 | 304825.584184759 | 20734.4158152413 |
367 | 325560 | 304645.406405446 | 20914.5935945538 |
368 | 325560 | 304465.228626134 | 21094.7713738664 |
369 | 325560 | 304285.050846821 | 21274.9491531790 |
370 | 325560 | 304104.873067508 | 21455.1269324915 |
371 | 325560 | 303924.695288196 | 21635.3047118041 |
372 | 318519 | 296970.567662436 | 21548.4323375639 |
373 | 343222 | 352400.237067751 | -9178.2370677513 |
374 | 317234 | 314982.784212444 | 2251.21578755627 |
375 | 325560 | 303203.984170946 | 22356.0158290544 |
376 | 325560 | 303023.806391633 | 22536.1936083669 |
377 | 314025 | 287346.419068652 | 26678.5809313482 |
378 | 320249 | 296635.069037773 | 23613.9309622266 |
379 | 325560 | 302483.273053695 | 23076.7269463047 |
380 | 325560 | 302303.095274383 | 23256.9047256172 |
381 | 325560 | 302122.91749507 | 23437.0825049298 |
382 | 349365 | 337987.368549831 | 11377.6314501691 |
383 | 289197 | 235613.257954086 | 53583.7420459145 |
384 | 325560 | 301582.384157132 | 23977.6158428675 |
385 | 329245 | 307054.380837285 | 22190.6191627147 |
386 | 240869 | 302791.842872899 | -61922.8428728988 |
387 | 327182 | 296561.007669520 | 30620.9923304804 |
388 | 322876 | 286378.343797853 | 36497.6562021467 |
389 | 323117 | 299047.541190388 | 24069.4588096118 |
390 | 306351 | 288853.03403466 | 17497.9659653402 |
391 | 335137 | 303312.742798215 | 31824.2572017851 |
392 | 308271 | 291896.800907100 | 16374.1990928997 |
393 | 301731 | 295443.982572640 | 6287.01742736042 |
394 | 382409 | 317316.590630024 | 65092.4093699764 |
395 | 279230 | 397215.670506563 | -117985.670506563 |
396 | 298731 | 287461.166000744 | 11269.833999256 |
397 | 243650 | 232532.318826518 | 11117.6811734820 |
398 | 532682 | 385850.076984867 | 146831.923015133 |
399 | 319771 | 304454.275563637 | 15316.7244363629 |
400 | 171493 | 251485.644109533 | -79992.644109533 |
401 | 347262 | 320463.458990226 | 26798.5410097741 |
402 | 343945 | 302976.364534057 | 40968.6354659427 |
403 | 311874 | 288125.701257574 | 23748.2987424263 |
404 | 302211 | 305901.155697556 | -3690.15569755608 |
405 | 316708 | 304116.324013317 | 12591.6759866833 |
406 | 333463 | 319430.507628985 | 14032.4923710150 |
407 | 344282 | 315415.126338337 | 28866.8736616635 |
408 | 319635 | 283205.740984053 | 36429.259015947 |
409 | 301186 | 285731.997504344 | 15454.0024956560 |
410 | 300381 | 320282.944821358 | -19901.9448213585 |
411 | 318765 | 314859.843499090 | 3905.15650090958 |
412 | 286146 | 465117.365620113 | -178971.365620113 |
413 | 306844 | 272477.622093046 | 34366.3779069544 |
414 | 307705 | 376475.577160715 | -68770.5771607153 |
415 | 312448 | 344066.784284478 | -31618.7842844781 |
416 | 299715 | 328371.477680841 | -28656.4776808407 |
417 | 373399 | 186978.867884140 | 186420.132115860 |
418 | 299446 | 278391.983167278 | 21054.0168327225 |
419 | 325586 | 311603.006310919 | 13982.9936890809 |
420 | 291221 | 306090.04167016 | -14869.0416701598 |
421 | 261173 | 315209.337880084 | -54036.337880084 |
422 | 255027 | 308859.151380017 | -53832.1513800167 |
423 | -78375 | 523712.300055456 | -602087.300055456 |
424 | -58143 | 223709.083215851 | -281852.083215851 |
425 | 227033 | 257410.533298977 | -30377.5332989765 |
426 | 235098 | 402082.058705265 | -166984.058705265 |
427 | 21267 | 229906.409771649 | -208639.409771649 |
428 | 238675 | 300721.537409367 | -62046.5374093668 |
429 | 197687 | 275271.253773884 | -77584.2537738843 |
430 | 418341 | 217987.209361597 | 200353.790638403 |
431 | -297706 | 34008.3934614973 | -331714.393461497 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
10 | 1 | 1.65753223546702e-58 | 8.28766117733511e-59 |
11 | 1 | 8.70890541435844e-61 | 4.35445270717922e-61 |
12 | 1 | 5.3919088489798e-66 | 2.6959544244899e-66 |
13 | 1 | 3.15468080854928e-93 | 1.57734040427464e-93 |
14 | 1 | 1.94514494404535e-100 | 9.72572472022675e-101 |
15 | 1 | 9.94339156593887e-103 | 4.97169578296944e-103 |
16 | 1 | 5.63255321065776e-112 | 2.81627660532888e-112 |
17 | 1 | 1.22673417101607e-112 | 6.13367085508037e-113 |
18 | 1 | 8.84408488482496e-117 | 4.42204244241248e-117 |
19 | 1 | 2.01374899342214e-119 | 1.00687449671107e-119 |
20 | 1 | 1.76853574291645e-120 | 8.84267871458224e-121 |
21 | 1 | 1.46438295008282e-130 | 7.32191475041408e-131 |
22 | 1 | 1.90937612526597e-132 | 9.54688062632986e-133 |
23 | 1 | 3.73191342943246e-135 | 1.86595671471623e-135 |
24 | 1 | 4.08476534329328e-135 | 2.04238267164664e-135 |
25 | 1 | 3.39606286299095e-134 | 1.69803143149548e-134 |
26 | 1 | 1.03762826772389e-138 | 5.18814133861943e-139 |
27 | 1 | 6.139382013228e-140 | 3.069691006614e-140 |
28 | 1 | 1.68261945998048e-142 | 8.41309729990241e-143 |
29 | 1 | 5.4397731828503e-156 | 2.71988659142515e-156 |
30 | 1 | 2.04726595848705e-159 | 1.02363297924353e-159 |
31 | 1 | 7.11983627990047e-170 | 3.55991813995023e-170 |
32 | 1 | 7.52520321597098e-173 | 3.76260160798549e-173 |
33 | 1 | 7.56362326297658e-182 | 3.78181163148829e-182 |
34 | 1 | 1.00099240407306e-184 | 5.00496202036532e-185 |
35 | 1 | 6.30517715980313e-184 | 3.15258857990156e-184 |
36 | 1 | 1.18129964419005e-184 | 5.90649822095025e-185 |
37 | 1 | 1.89684856690075e-192 | 9.48424283450375e-193 |
38 | 1 | 6.5373847088193e-199 | 3.26869235440965e-199 |
39 | 1 | 8.04158350871006e-199 | 4.02079175435503e-199 |
40 | 1 | 6.56194031149637e-199 | 3.28097015574818e-199 |
41 | 1 | 4.25521132466973e-198 | 2.12760566233487e-198 |
42 | 1 | 3.88158195157106e-198 | 1.94079097578553e-198 |
43 | 1 | 9.89597600364753e-199 | 4.94798800182376e-199 |
44 | 1 | 7.53852751314977e-198 | 3.76926375657489e-198 |
45 | 1 | 3.51087471382416e-197 | 1.75543735691208e-197 |
46 | 1 | 7.7900319438612e-197 | 3.8950159719306e-197 |
47 | 1 | 2.6367245992249e-196 | 1.31836229961245e-196 |
48 | 1 | 1.5640897221282e-195 | 7.820448610641e-196 |
49 | 1 | 5.23318288589335e-195 | 2.61659144294667e-195 |
50 | 1 | 1.48273773495443e-195 | 7.41368867477214e-196 |
51 | 1 | 1.52850195635079e-197 | 7.64250978175395e-198 |
52 | 1 | 4.13280361038147e-197 | 2.06640180519074e-197 |
53 | 1 | 4.02770931067475e-196 | 2.01385465533737e-196 |
54 | 1 | 9.05486821591731e-196 | 4.52743410795865e-196 |
55 | 1 | 4.84807050121981e-198 | 2.42403525060991e-198 |
56 | 1 | 3.04740539345258e-198 | 1.52370269672629e-198 |
57 | 1 | 2.1141004457742e-202 | 1.0570502228871e-202 |
58 | 1 | 4.35664586299840e-203 | 2.17832293149920e-203 |
59 | 1 | 3.71728180753086e-202 | 1.85864090376543e-202 |
60 | 1 | 2.2564273970279e-202 | 1.12821369851395e-202 |
61 | 1 | 6.9822600279435e-204 | 3.49113001397175e-204 |
62 | 1 | 1.25470845176709e-203 | 6.27354225883547e-204 |
63 | 1 | 3.00037976758188e-203 | 1.50018988379094e-203 |
64 | 1 | 1.40177412711087e-202 | 7.00887063555437e-203 |
65 | 1 | 5.25515762737663e-202 | 2.62757881368832e-202 |
66 | 1 | 1.29550522311586e-202 | 6.47752611557928e-203 |
67 | 1 | 2.64475366455906e-203 | 1.32237683227953e-203 |
68 | 1 | 9.14313699384447e-203 | 4.57156849692223e-203 |
69 | 1 | 8.70071785208447e-202 | 4.35035892604223e-202 |
70 | 1 | 2.87016774979539e-201 | 1.43508387489769e-201 |
71 | 1 | 8.97338683984372e-201 | 4.48669341992186e-201 |
72 | 1 | 2.89710815595382e-202 | 1.44855407797691e-202 |
73 | 1 | 4.62774289412976e-202 | 2.31387144706488e-202 |
74 | 1 | 3.19640965137632e-201 | 1.59820482568816e-201 |
75 | 1 | 1.62306819424274e-200 | 8.11534097121372e-201 |
76 | 1 | 2.41736551282756e-200 | 1.20868275641378e-200 |
77 | 1 | 6.27987718540438e-200 | 3.13993859270219e-200 |
78 | 1 | 9.60887870022174e-200 | 4.80443935011087e-200 |
79 | 1 | 6.56886671919196e-199 | 3.28443335959598e-199 |
80 | 1 | 9.53717948144193e-199 | 4.76858974072096e-199 |
81 | 1 | 6.48416238199874e-198 | 3.24208119099937e-198 |
82 | 1 | 4.06238290176484e-198 | 2.03119145088242e-198 |
83 | 1 | 4.67821444434127e-198 | 2.33910722217063e-198 |
84 | 1 | 3.24440625982789e-197 | 1.62220312991395e-197 |
85 | 1 | 2.64051756407643e-196 | 1.32025878203822e-196 |
86 | 1 | 6.18324046703286e-197 | 3.09162023351643e-197 |
87 | 1 | 3.24938109841134e-197 | 1.62469054920567e-197 |
88 | 1 | 1.7605011718317e-196 | 8.8025058591585e-197 |
89 | 1 | 5.33135692857577e-196 | 2.66567846428788e-196 |
90 | 1 | 3.70751937695301e-195 | 1.85375968847651e-195 |
91 | 1 | 3.01616370406495e-194 | 1.50808185203248e-194 |
92 | 1 | 1.14548058680825e-193 | 5.72740293404127e-194 |
93 | 1 | 1.70395734350706e-194 | 8.5197867175353e-195 |
94 | 1 | 1.56126474966027e-193 | 7.80632374830135e-194 |
95 | 1 | 2.38653331799034e-194 | 1.19326665899517e-194 |
96 | 1 | 5.05347089464188e-195 | 2.52673544732094e-195 |
97 | 1 | 4.28204942849482e-194 | 2.14102471424741e-194 |
98 | 1 | 1.36448591540324e-193 | 6.8224295770162e-194 |
99 | 1 | 4.55258806674396e-193 | 2.27629403337198e-193 |
100 | 1 | 2.81737169527627e-192 | 1.40868584763813e-192 |
101 | 1 | 1.55298646917211e-191 | 7.76493234586053e-192 |
102 | 1 | 2.76085764222215e-192 | 1.38042882111107e-192 |
103 | 1 | 9.34416190239338e-192 | 4.67208095119669e-192 |
104 | 1 | 7.14009288475566e-192 | 3.57004644237783e-192 |
105 | 1 | 3.59312339157757e-191 | 1.79656169578879e-191 |
106 | 1 | 4.1460437476716e-191 | 2.0730218738358e-191 |
107 | 1 | 9.67867633022338e-192 | 4.83933816511169e-192 |
108 | 1 | 3.13306786324849e-193 | 1.56653393162425e-193 |
109 | 1 | 5.29546153522718e-193 | 2.64773076761359e-193 |
110 | 1 | 1.55008250419851e-192 | 7.75041252099255e-193 |
111 | 1 | 1.74073415813032e-192 | 8.7036707906516e-193 |
112 | 1 | 4.94564509601834e-193 | 2.47282254800917e-193 |
113 | 1 | 8.30538824233171e-196 | 4.15269412116586e-196 |
114 | 1 | 2.59955748094607e-195 | 1.29977874047303e-195 |
115 | 1 | 6.48053096635792e-195 | 3.24026548317896e-195 |
116 | 1 | 1.53953824529207e-194 | 7.69769122646035e-195 |
117 | 1 | 4.65534354025735e-194 | 2.32767177012867e-194 |
118 | 1 | 1.53794216482313e-193 | 7.68971082411565e-194 |
119 | 1 | 5.74327785406925e-195 | 2.87163892703462e-195 |
120 | 1 | 4.72598393128317e-194 | 2.36299196564158e-194 |
121 | 1 | 1.43668747526708e-193 | 7.18343737633538e-194 |
122 | 1 | 1.25957330507599e-192 | 6.29786652537996e-193 |
123 | 1 | 2.88884796405655e-192 | 1.44442398202828e-192 |
124 | 1 | 4.03584644246644e-192 | 2.01792322123322e-192 |
125 | 1 | 3.50610460900854e-191 | 1.75305230450427e-191 |
126 | 1 | 8.942025366134e-192 | 4.471012683067e-192 |
127 | 1 | 8.08649985216066e-191 | 4.04324992608033e-191 |
128 | 1 | 7.32050383537303e-190 | 3.66025191768652e-190 |
129 | 1 | 6.64296509675314e-189 | 3.32148254837657e-189 |
130 | 1 | 5.96215003080621e-188 | 2.98107501540311e-188 |
131 | 1 | 5.355441727132e-187 | 2.677720863566e-187 |
132 | 1 | 2.92468915129784e-187 | 1.46234457564892e-187 |
133 | 1 | 2.65840633296384e-186 | 1.32920316648192e-186 |
134 | 1 | 2.38499903903989e-185 | 1.19249951951994e-185 |
135 | 1 | 2.14907867858357e-184 | 1.07453933929179e-184 |
136 | 1 | 1.93394270111052e-183 | 9.6697135055526e-184 |
137 | 1 | 1.73591519221384e-182 | 8.67957596106919e-183 |
138 | 1 | 1.54629074459515e-181 | 7.73145372297574e-182 |
139 | 1 | 1.37116553361854e-180 | 6.8558276680927e-181 |
140 | 1 | 1.21034233172173e-179 | 6.05171165860863e-180 |
141 | 1 | 1.07923985078551e-178 | 5.39619925392753e-179 |
142 | 1 | 9.44970178741997e-178 | 4.72485089370999e-178 |
143 | 1 | 6.79106087295992e-177 | 3.39553043647996e-177 |
144 | 1 | 5.9231839667784e-176 | 2.9615919833892e-176 |
145 | 1 | 4.93811279664273e-175 | 2.46905639832136e-175 |
146 | 1 | 3.98846106298484e-174 | 1.99423053149242e-174 |
147 | 1 | 3.44556110751404e-173 | 1.72278055375702e-173 |
148 | 1 | 2.95581213329596e-172 | 1.47790606664798e-172 |
149 | 1 | 2.52936628318122e-171 | 1.26468314159061e-171 |
150 | 1 | 2.14798264035864e-170 | 1.07399132017932e-170 |
151 | 1 | 1.84546758850376e-169 | 9.22733794251882e-170 |
152 | 1 | 1.32634339022998e-168 | 6.63171695114991e-169 |
153 | 1 | 1.11913234854616e-167 | 5.59566174273078e-168 |
154 | 1 | 9.00170025444628e-167 | 4.50085012722314e-167 |
155 | 1 | 7.49781381716717e-166 | 3.74890690858358e-166 |
156 | 1 | 6.23189269685216e-165 | 3.11594634842608e-165 |
157 | 1 | 5.15556269357796e-164 | 2.57778134678898e-164 |
158 | 1 | 4.2334685606365e-163 | 2.11673428031825e-163 |
159 | 1 | 3.24510867040200e-162 | 1.62255433520100e-162 |
160 | 1 | 2.65469808132233e-161 | 1.32734904066116e-161 |
161 | 1 | 2.16165763276575e-160 | 1.08082881638287e-160 |
162 | 1 | 1.75205776508658e-159 | 8.7602888254329e-160 |
163 | 1 | 1.41352472648646e-158 | 7.0676236324323e-159 |
164 | 1 | 1.12596452671121e-157 | 5.62982263355607e-158 |
165 | 1 | 8.71767871058753e-157 | 4.35883935529376e-157 |
166 | 1 | 6.94468092318886e-156 | 3.47234046159443e-156 |
167 | 1 | 5.50694575326776e-155 | 2.75347287663388e-155 |
168 | 1 | 1.66430430790095e-156 | 8.32152153950475e-157 |
169 | 1 | 1.35625672565041e-155 | 6.78128362825203e-156 |
170 | 1 | 1.10024996587466e-154 | 5.50124982937332e-155 |
171 | 1 | 8.88559612978078e-154 | 4.44279806489039e-154 |
172 | 1 | 7.03934352891085e-153 | 3.51967176445542e-153 |
173 | 1 | 5.63275027476408e-152 | 2.81637513738204e-152 |
174 | 1 | 4.48986238367958e-151 | 2.24493119183979e-151 |
175 | 1 | 3.56134962460579e-150 | 1.78067481230290e-150 |
176 | 1 | 2.81127689794739e-149 | 1.40563844897369e-149 |
177 | 1 | 2.21015960845420e-148 | 1.10507980422710e-148 |
178 | 1 | 1.21650999543553e-147 | 6.08254997717764e-148 |
179 | 1 | 9.5378064880715e-147 | 4.76890324403575e-147 |
180 | 1 | 7.44452928854965e-146 | 3.72226464427482e-146 |
181 | 1 | 4.34900767609147e-145 | 2.17450383804573e-145 |
182 | 1 | 2.5810243926613e-144 | 1.29051219633065e-144 |
183 | 1 | 1.42040582376552e-143 | 7.1020291188276e-144 |
184 | 1 | 4.18203514890271e-143 | 2.09101757445135e-143 |
185 | 1 | 2.53754478914372e-142 | 1.26877239457186e-142 |
186 | 1 | 1.66833802035892e-141 | 8.3416901017946e-142 |
187 | 1 | 8.89121601964533e-141 | 4.44560800982267e-141 |
188 | 1 | 6.88410500750903e-140 | 3.44205250375452e-140 |
189 | 1 | 3.29935480620004e-139 | 1.64967740310002e-139 |
190 | 1 | 2.53376874679145e-138 | 1.26688437339572e-138 |
191 | 1 | 1.86280604364412e-137 | 9.31403021822059e-138 |
192 | 1 | 1.41932724954825e-136 | 7.09663624774124e-137 |
193 | 1 | 1.07796449814874e-135 | 5.3898224907437e-136 |
194 | 1 | 8.14155452303588e-135 | 4.07077726151794e-135 |
195 | 1 | 6.1189506992302e-134 | 3.0594753496151e-134 |
196 | 1 | 3.88336808866981e-133 | 1.94168404433491e-133 |
197 | 1 | 2.09326289183934e-132 | 1.04663144591967e-132 |
198 | 1 | 1.35173918029508e-131 | 6.75869590147539e-132 |
199 | 1 | 8.82234362068031e-131 | 4.41117181034016e-131 |
200 | 1 | 1.95995900163130e-130 | 9.79979500815652e-131 |
201 | 1 | 1.29254040843013e-129 | 6.46270204215065e-130 |
202 | 1 | 8.57149853201765e-129 | 4.28574926600882e-129 |
203 | 1 | 5.70829570944048e-128 | 2.85414785472024e-128 |
204 | 1 | 3.8107973127315e-127 | 1.90539865636575e-127 |
205 | 1 | 6.46228649127146e-127 | 3.23114324563573e-127 |
206 | 1 | 4.27909646253798e-126 | 2.13954823126899e-126 |
207 | 1 | 2.55982383752902e-125 | 1.27991191876451e-125 |
208 | 1 | 1.70956248492826e-124 | 8.54781242464131e-125 |
209 | 1 | 2.08590020759304e-124 | 1.04295010379652e-124 |
210 | 1 | 1.42430615867288e-123 | 7.12153079336439e-124 |
211 | 1 | 1.02964189159234e-122 | 5.14820945796168e-123 |
212 | 1 | 7.40890182843892e-122 | 3.70445091421946e-122 |
213 | 1 | 5.22316664475914e-121 | 2.61158332237957e-121 |
214 | 1 | 3.42406798725268e-120 | 1.71203399362634e-120 |
215 | 1 | 2.42272594879963e-119 | 1.21136297439982e-119 |
216 | 1 | 1.71191883594696e-118 | 8.5595941797348e-119 |
217 | 1 | 1.20524968466261e-117 | 6.02624842331306e-118 |
218 | 1 | 8.48781255083603e-117 | 4.24390627541802e-117 |
219 | 1 | 5.91776605618682e-116 | 2.95888302809341e-116 |
220 | 1 | 2.74714806038110e-115 | 1.37357403019055e-115 |
221 | 1 | 1.55586441186128e-114 | 7.7793220593064e-115 |
222 | 1 | 1.07461167583277e-113 | 5.37305837916383e-114 |
223 | 1 | 7.38976992554266e-113 | 3.69488496277133e-113 |
224 | 1 | 5.05655650248251e-112 | 2.52827825124126e-112 |
225 | 1 | 3.44518015479518e-111 | 1.72259007739759e-111 |
226 | 1 | 2.34902096010859e-110 | 1.17451048005430e-110 |
227 | 1 | 1.58532521338505e-109 | 7.92662606692523e-110 |
228 | 1 | 1.06490523328855e-108 | 5.32452616644274e-109 |
229 | 1 | 5.77515204846591e-108 | 2.88757602423295e-108 |
230 | 1 | 3.84024993663826e-107 | 1.92012496831913e-107 |
231 | 1 | 2.30290357675160e-106 | 1.15145178837580e-106 |
232 | 1 | 1.5157678691202e-105 | 7.578839345601e-106 |
233 | 1 | 9.92933922828299e-105 | 4.96466961414149e-105 |
234 | 1 | 6.51843750206547e-104 | 3.25921875103274e-104 |
235 | 1 | 4.23247659946038e-103 | 2.11623829973019e-103 |
236 | 1 | 2.73391126958563e-102 | 1.36695563479281e-102 |
237 | 1 | 1.75820455693389e-101 | 8.79102278466946e-102 |
238 | 1 | 1.13219627867901e-100 | 5.66098139339504e-101 |
239 | 1 | 7.21305312844459e-100 | 3.60652656422230e-100 |
240 | 1 | 4.57318955126914e-99 | 2.28659477563457e-99 |
241 | 1 | 2.88546684551387e-98 | 1.44273342275693e-98 |
242 | 1 | 1.82676309456771e-97 | 9.13381547283855e-98 |
243 | 1 | 1.14197677190593e-96 | 5.70988385952965e-97 |
244 | 1 | 7.1529560191315e-96 | 3.57647800956575e-96 |
245 | 1 | 4.42593655016184e-95 | 2.21296827508092e-95 |
246 | 1 | 2.61457306098837e-94 | 1.30728653049419e-94 |
247 | 1 | 1.54266777987948e-93 | 7.71333889939742e-94 |
248 | 1 | 9.02740899349287e-93 | 4.51370449674644e-93 |
249 | 1 | 5.29372980437058e-92 | 2.64686490218529e-92 |
250 | 1 | 3.09811871382221e-91 | 1.54905935691111e-91 |
251 | 1 | 1.83879432590296e-90 | 9.1939716295148e-91 |
252 | 1 | 1.06980274844124e-89 | 5.34901374220619e-90 |
253 | 1 | 5.5072034313481e-89 | 2.75360171567405e-89 |
254 | 1 | 2.13528201333576e-88 | 1.06764100666788e-88 |
255 | 1 | 2.88956003659547e-88 | 1.44478001829773e-88 |
256 | 1 | 1.70013480709383e-87 | 8.50067403546915e-88 |
257 | 1 | 8.09297656639182e-87 | 4.04648828319591e-87 |
258 | 1 | 3.14579651603196e-86 | 1.57289825801598e-86 |
259 | 1 | 1.80438431530372e-85 | 9.02192157651861e-86 |
260 | 1 | 1.05835074513969e-84 | 5.29175372569847e-85 |
261 | 1 | 6.02624621342823e-84 | 3.01312310671411e-84 |
262 | 1 | 3.42075437544492e-83 | 1.71037718772246e-83 |
263 | 1 | 1.53777164148377e-82 | 7.68885820741886e-83 |
264 | 1 | 8.78835423853155e-82 | 4.39417711926578e-82 |
265 | 1 | 4.93387841213983e-81 | 2.46693920606991e-81 |
266 | 1 | 2.81569300270929e-80 | 1.40784650135465e-80 |
267 | 1 | 1.56801613743476e-79 | 7.8400806871738e-80 |
268 | 1 | 8.41889055170454e-79 | 4.20944527585227e-79 |
269 | 1 | 4.65022756008606e-78 | 2.32511378004303e-78 |
270 | 1 | 2.01120090839883e-77 | 1.00560045419942e-77 |
271 | 1 | 1.10203402806194e-76 | 5.51017014030969e-77 |
272 | 1 | 6.013521605674e-76 | 3.006760802837e-76 |
273 | 1 | 3.26715746782985e-75 | 1.63357873391493e-75 |
274 | 1 | 1.77912340093758e-74 | 8.89561700468791e-75 |
275 | 1 | 9.70866480790885e-74 | 4.85433240395443e-74 |
276 | 1 | 5.33414121493935e-73 | 2.66707060746968e-73 |
277 | 1 | 2.9010849279586e-72 | 1.4505424639793e-72 |
278 | 1 | 1.55956849740973e-71 | 7.79784248704867e-72 |
279 | 1 | 7.45730837787296e-71 | 3.72865418893648e-71 |
280 | 1 | 2.74054884320266e-70 | 1.37027442160133e-70 |
281 | 1 | 1.43267978211681e-69 | 7.16339891058405e-70 |
282 | 1 | 7.53178768178372e-69 | 3.76589384089186e-69 |
283 | 1 | 3.92842535147345e-68 | 1.96421267573672e-68 |
284 | 1 | 2.04846358739102e-67 | 1.02423179369551e-67 |
285 | 1 | 6.77264738653606e-67 | 3.38632369326803e-67 |
286 | 1 | 3.48510047395572e-66 | 1.74255023697786e-66 |
287 | 1 | 1.77520500063837e-65 | 8.87602500319185e-66 |
288 | 1 | 8.91548666914714e-65 | 4.45774333457357e-65 |
289 | 1 | 4.4963599638755e-64 | 2.24817998193775e-64 |
290 | 1 | 2.28962312426846e-63 | 1.14481156213423e-63 |
291 | 1 | 1.14416825948867e-62 | 5.72084129744334e-63 |
292 | 1 | 5.78820952889534e-62 | 2.89410476444767e-62 |
293 | 1 | 1.83157695066641e-61 | 9.15788475333207e-62 |
294 | 1 | 9.04738394248306e-61 | 4.52369197124153e-61 |
295 | 1 | 4.45563037654653e-60 | 2.22781518827327e-60 |
296 | 1 | 1.81818967664224e-59 | 9.09094838321119e-60 |
297 | 1 | 8.87707281630667e-59 | 4.43853640815333e-59 |
298 | 1 | 4.33235863579469e-58 | 2.16617931789735e-58 |
299 | 1 | 2.09352309686368e-57 | 1.04676154843184e-57 |
300 | 1 | 1.00574680901560e-56 | 5.02873404507801e-57 |
301 | 1 | 4.81844260779908e-56 | 2.40922130389954e-56 |
302 | 1 | 2.28141786714416e-55 | 1.14070893357208e-55 |
303 | 1 | 1.07799090453220e-54 | 5.38995452266102e-55 |
304 | 1 | 5.0975437884348e-54 | 2.5487718942174e-54 |
305 | 1 | 2.29506439375059e-53 | 1.14753219687529e-53 |
306 | 1 | 1.07174999740278e-52 | 5.35874998701391e-53 |
307 | 1 | 4.99454945070772e-52 | 2.49727472535386e-52 |
308 | 1 | 2.27527222853822e-51 | 1.13763611426911e-51 |
309 | 1 | 9.57058957198012e-51 | 4.78529478599006e-51 |
310 | 1 | 4.38917538193905e-50 | 2.19458769096953e-50 |
311 | 1 | 2.00004632137914e-49 | 1.00002316068957e-49 |
312 | 1 | 2.79262100524615e-49 | 1.39631050262308e-49 |
313 | 1 | 1.2655392149322e-48 | 6.327696074661e-49 |
314 | 1 | 5.58084112721182e-48 | 2.79042056360591e-48 |
315 | 1 | 2.50274076824127e-47 | 1.25137038412064e-47 |
316 | 1 | 1.08083046591073e-46 | 5.40415232955366e-47 |
317 | 1 | 4.83445508897309e-46 | 2.41722754448654e-46 |
318 | 1 | 2.05287194535552e-45 | 1.02643597267776e-45 |
319 | 1 | 8.97367560864422e-45 | 4.48683780432211e-45 |
320 | 1 | 3.89844687771994e-44 | 1.94922343885997e-44 |
321 | 1 | 1.68320062069274e-43 | 8.41600310346368e-44 |
322 | 1 | 7.22248393880513e-43 | 3.61124196940256e-43 |
323 | 1 | 3.07982977462257e-42 | 1.53991488731128e-42 |
324 | 1 | 1.2994519256072e-41 | 6.497259628036e-42 |
325 | 1 | 5.47564133309659e-41 | 2.73782066654830e-41 |
326 | 1 | 2.26941252622377e-40 | 1.13470626311188e-40 |
327 | 1 | 9.3382357141927e-40 | 4.66911785709635e-40 |
328 | 1 | 3.76532976987893e-39 | 1.88266488493947e-39 |
329 | 1 | 1.54643767752815e-38 | 7.73218838764073e-39 |
330 | 1 | 6.3106840087971e-38 | 3.15534200439855e-38 |
331 | 1 | 2.55869305205162e-37 | 1.27934652602581e-37 |
332 | 1 | 1.03071940386086e-36 | 5.15359701930429e-37 |
333 | 1 | 4.12501563559658e-36 | 2.06250781779829e-36 |
334 | 1 | 1.65069639447429e-35 | 8.25348197237143e-36 |
335 | 1 | 6.52090493178743e-35 | 3.26045246589371e-35 |
336 | 1 | 2.55901503979368e-34 | 1.27950751989684e-34 |
337 | 1 | 9.92896084562465e-34 | 4.96448042281233e-34 |
338 | 1 | 3.84378915472556e-33 | 1.92189457736278e-33 |
339 | 1 | 1.47667623366816e-32 | 7.3833811683408e-33 |
340 | 1 | 5.70366994429005e-32 | 2.85183497214502e-32 |
341 | 1 | 1.98345414507059e-31 | 9.91727072535297e-32 |
342 | 1 | 7.46298151180179e-31 | 3.73149075590090e-31 |
343 | 1 | 2.78842706262206e-30 | 1.39421353131103e-30 |
344 | 1 | 1.03452290226789e-29 | 5.17261451133944e-30 |
345 | 1 | 3.81093355254511e-29 | 1.90546677627256e-29 |
346 | 1 | 1.39382734233632e-28 | 6.9691367116816e-29 |
347 | 1 | 4.98811585386905e-28 | 2.49405792693453e-28 |
348 | 1 | 1.79721815495399e-27 | 8.98609077476995e-28 |
349 | 1 | 6.42795534865095e-27 | 3.21397767432548e-27 |
350 | 1 | 2.28205285124589e-26 | 1.14102642562295e-26 |
351 | 1 | 8.18630190606613e-26 | 4.09315095303307e-26 |
352 | 1 | 2.85492455643729e-25 | 1.42746227821864e-25 |
353 | 1 | 9.99781106847442e-25 | 4.99890553423721e-25 |
354 | 1 | 3.38012795155257e-24 | 1.69006397577628e-24 |
355 | 1 | 1.15915832157182e-23 | 5.79579160785911e-24 |
356 | 1 | 3.94405763813856e-23 | 1.97202881906928e-23 |
357 | 1 | 7.9503399464265e-23 | 3.97516997321325e-23 |
358 | 1 | 2.66087147961788e-22 | 1.33043573980894e-22 |
359 | 1 | 8.83392718596576e-22 | 4.41696359298288e-22 |
360 | 1 | 2.90897118411428e-21 | 1.45448559205714e-21 |
361 | 1 | 9.50052983601638e-21 | 4.75026491800819e-21 |
362 | 1 | 3.07702577992909e-20 | 1.53851288996455e-20 |
363 | 1 | 9.88218858907967e-20 | 4.94109429453984e-20 |
364 | 1 | 2.90063184462735e-19 | 1.45031592231367e-19 |
365 | 1 | 9.19828904900002e-19 | 4.59914452450001e-19 |
366 | 1 | 2.87649401524708e-18 | 1.43824700762354e-18 |
367 | 1 | 8.91717993852188e-18 | 4.45858996926094e-18 |
368 | 1 | 2.74001473643602e-17 | 1.37000736821801e-17 |
369 | 1 | 8.34431617645048e-17 | 4.17215808822524e-17 |
370 | 1 | 2.51819582765208e-16 | 1.25909791382604e-16 |
371 | 1 | 7.52999191646227e-16 | 3.76499595823113e-16 |
372 | 0.999999999999999 | 2.24684512279442e-15 | 1.12342256139721e-15 |
373 | 0.999999999999998 | 4.50214963002667e-15 | 2.25107481501334e-15 |
374 | 0.999999999999994 | 1.15021193119388e-14 | 5.7510596559694e-15 |
375 | 0.999999999999984 | 3.29863951545400e-14 | 1.64931975772700e-14 |
376 | 0.999999999999953 | 9.36817191564206e-14 | 4.68408595782103e-14 |
377 | 0.999999999999865 | 2.69649654747181e-13 | 1.34824827373591e-13 |
378 | 0.99999999999962 | 7.59805489705623e-13 | 3.79902744852812e-13 |
379 | 0.99999999999895 | 2.09930277959540e-12 | 1.04965138979770e-12 |
380 | 0.99999999999713 | 5.74006872645586e-12 | 2.87003436322793e-12 |
381 | 0.999999999992236 | 1.55290056268173e-11 | 7.76450281340866e-12 |
382 | 0.99999999998186 | 3.62823036309002e-11 | 1.81411518154501e-11 |
383 | 0.999999999958555 | 8.28896731725941e-11 | 4.14448365862971e-11 |
384 | 0.99999999989001 | 2.19978514514241e-10 | 1.09989257257120e-10 |
385 | 0.99999999971419 | 5.71619717626018e-10 | 2.85809858813009e-10 |
386 | 0.999999999602127 | 7.95745545345333e-10 | 3.97872772672667e-10 |
387 | 0.99999999896334 | 2.07332090859804e-09 | 1.03666045429902e-09 |
388 | 0.999999997320422 | 5.3591555765911e-09 | 2.67957778829555e-09 |
389 | 0.999999993261927 | 1.34761450016236e-08 | 6.7380725008118e-09 |
390 | 0.999999983304596 | 3.33908070769997e-08 | 1.66954035384998e-08 |
391 | 0.999999958863882 | 8.22722362724634e-08 | 4.11361181362317e-08 |
392 | 0.999999901340648 | 1.97318703631971e-07 | 9.86593518159856e-08 |
393 | 0.999999774047512 | 4.51904976370959e-07 | 2.25952488185480e-07 |
394 | 0.99999947315244 | 1.05369512002114e-06 | 5.26847560010568e-07 |
395 | 0.999999315351882 | 1.36929623545824e-06 | 6.84648117729119e-07 |
396 | 0.999998443904397 | 3.11219120558866e-06 | 1.55609560279433e-06 |
397 | 0.99999641452647 | 7.17094705979968e-06 | 3.58547352989984e-06 |
398 | 0.99999201442487 | 1.59711502607329e-05 | 7.98557513036647e-06 |
399 | 0.999982743777234 | 3.45124455315973e-05 | 1.72562227657987e-05 |
400 | 0.999963442678054 | 7.31146438927626e-05 | 3.65573219463813e-05 |
401 | 0.999923158588552 | 0.000153682822896232 | 7.6841411448116e-05 |
402 | 0.999838937871442 | 0.000322124257116556 | 0.000161062128558278 |
403 | 0.999669601599282 | 0.00066079680143668 | 0.00033039840071834 |
404 | 0.999411169907584 | 0.00117766018483142 | 0.000588830092415712 |
405 | 0.998856252878828 | 0.00228749424234355 | 0.00114374712117178 |
406 | 0.997849571160584 | 0.00430085767883203 | 0.00215042883941601 |
407 | 0.995967115678866 | 0.00806576864226837 | 0.00403288432113419 |
408 | 0.992649503723222 | 0.0147009925535561 | 0.00735049627677803 |
409 | 0.986891005092674 | 0.0262179898146530 | 0.0131089949073265 |
410 | 0.97849841776612 | 0.0430031644677592 | 0.0215015822338796 |
411 | 0.964441504679854 | 0.0711169906402926 | 0.0355584953201463 |
412 | 0.94233530644858 | 0.115329387102841 | 0.0576646935514206 |
413 | 0.908656370315994 | 0.182687259368013 | 0.0913436296840063 |
414 | 0.863396058388438 | 0.273207883223124 | 0.136603941611562 |
415 | 0.811929627423749 | 0.376140745152502 | 0.188070372576251 |
416 | 0.748410401975894 | 0.503179196048212 | 0.251589598024106 |
417 | 0.878866834598323 | 0.242266330803355 | 0.121133165401677 |
418 | 0.800096329168618 | 0.399807341662763 | 0.199903670831382 |
419 | 0.732018424626013 | 0.535963150747975 | 0.267981575373987 |
420 | 0.645419475071294 | 0.709161049857413 | 0.354580524928706 |
421 | 0.499232575898154 | 0.998465151796309 | 0.500767424101846 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 398 | 0.966019417475728 | NOK |
5% type I error level | 401 | 0.973300970873786 | NOK |
10% type I error level | 402 | 0.975728155339806 | NOK |