Multiple Linear Regression - Estimated Regression Equation |
Gold[t] = + 61.6438571653296 + 10.5637230611924M1[t] + 9.69354255151801M2[t] + 4.17336204184364M3[t] + 5.37818153216927M4[t] + 10.4080010224949M5[t] + 8.58782051282051M6[t] + 8.01764000314614M7[t] + 13.7974594934718M8[t] + 18.6772789837974M9[t] + 14.607098474123M10[t] + 23.3119179644486M11[t] + 1.24518050967437t + 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) | 61.6438571653296 | 33.029443 | 1.8663 | 0.062623 | 0.031312 |
M1 | 10.5637230611924 | 41.595112 | 0.254 | 0.799634 | 0.399817 |
M2 | 9.69354255151801 | 41.594708 | 0.233 | 0.815827 | 0.407913 |
M3 | 4.17336204184364 | 41.594394 | 0.1003 | 0.920122 | 0.460061 |
M4 | 5.37818153216927 | 41.59417 | 0.1293 | 0.897175 | 0.448588 |
M5 | 10.4080010224949 | 41.594035 | 0.2502 | 0.802521 | 0.401261 |
M6 | 8.58782051282051 | 41.59399 | 0.2065 | 0.836516 | 0.418258 |
M7 | 8.01764000314614 | 41.594035 | 0.1928 | 0.847231 | 0.423616 |
M8 | 13.7974594934718 | 41.59417 | 0.3317 | 0.740253 | 0.370126 |
M9 | 18.6772789837974 | 41.594394 | 0.449 | 0.653616 | 0.326808 |
M10 | 14.607098474123 | 41.594708 | 0.3512 | 0.725614 | 0.362807 |
M11 | 23.3119179644486 | 41.595112 | 0.5604 | 0.575443 | 0.287721 |
t | 1.24518050967437 | 0.06109 | 20.3826 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.68702533535552 |
R-squared | 0.472003811420365 |
Adjusted R-squared | 0.458407343044923 |
F-TEST (value) | 34.7151773818653 |
F-TEST (DF numerator) | 12 |
F-TEST (DF denominator) | 466 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 184.832926195057 |
Sum Squared Residuals | 15920056.1423155 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 41 | 73.4527607361962 | -32.4527607361962 |
2 | 48 | 73.8277607361964 | -25.8277607361964 |
3 | 52 | 69.5527607361963 | -17.5527607361963 |
4 | 53 | 72.0027607361963 | -19.0027607361963 |
5 | 65 | 78.2777607361964 | -13.2777607361964 |
6 | 68 | 77.7027607361965 | -9.70276073619647 |
7 | 64 | 78.3777607361963 | -14.3777607361963 |
8 | 57 | 85.4027607361963 | -28.4027607361963 |
9 | 55 | 91.5277607361962 | -36.5277607361962 |
10 | 54 | 88.7027607361963 | -34.7027607361963 |
11 | 59 | 98.6527607361963 | -39.6527607361963 |
12 | 66 | 76.5860232814221 | -10.5860232814221 |
13 | 83 | 88.3949268522892 | -5.39492685228917 |
14 | 100 | 88.7699268522889 | 11.2300731477111 |
15 | 101 | 84.494926852289 | 16.5050731477111 |
16 | 98 | 86.9449268522889 | 11.0550731477111 |
17 | 92 | 93.2199268522888 | -1.21992685228883 |
18 | 85 | 92.6449268522888 | -7.64492685228882 |
19 | 92 | 93.3199268522889 | -1.31992685228885 |
20 | 94 | 100.344926852289 | -6.34492685228885 |
21 | 90 | 106.469926852289 | -16.4699268522889 |
22 | 99 | 103.644926852289 | -4.64492685228886 |
23 | 108 | 113.594926852289 | -5.59492685228885 |
24 | 106 | 91.5281893975146 | 14.4718106024854 |
25 | 99 | 103.337092968381 | -4.33709296838129 |
26 | 100 | 103.712092968381 | -3.7120929683814 |
27 | 99 | 99.4370929683814 | -0.437092968381453 |
28 | 93 | 101.887092968381 | -8.88709296838142 |
29 | 92 | 108.162092968381 | -16.1620929683813 |
30 | 93 | 107.587092968381 | -14.5870929683813 |
31 | 98 | 108.262092968381 | -10.2620929683814 |
32 | 95 | 115.287092968381 | -20.2870929683814 |
33 | 86 | 121.412092968381 | -35.4120929683814 |
34 | 85 | 118.587092968381 | -33.5870929683814 |
35 | 83 | 128.537092968381 | -45.5370929683814 |
36 | 85 | 106.470355513607 | -21.4703555136071 |
37 | 80 | 118.279259084474 | -38.2792590844738 |
38 | 84 | 118.654259084474 | -34.6542590844739 |
39 | 86 | 114.379259084474 | -28.379259084474 |
40 | 87 | 116.829259084474 | -29.8292590844739 |
41 | 85 | 123.104259084474 | -38.1042590844738 |
42 | 83 | 122.529259084474 | -39.5292590844738 |
43 | 76 | 123.204259084474 | -47.2042590844738 |
44 | 70 | 130.229259084474 | -60.2292590844738 |
45 | 78 | 136.354259084474 | -58.3542590844739 |
46 | 83 | 133.529259084474 | -50.5292590844738 |
47 | 88 | 143.479259084474 | -55.4792590844738 |
48 | 90 | 121.4125216297 | -31.4125216296996 |
49 | 90 | 133.221425200566 | -43.2214252005663 |
50 | 97 | 133.596425200566 | -36.5964252005664 |
51 | 102 | 129.321425200566 | -27.3214252005665 |
52 | 101 | 131.771425200566 | -30.7714252005664 |
53 | 98 | 138.046425200566 | -40.0464252005664 |
54 | 98 | 137.471425200566 | -39.4714252005663 |
55 | 100 | 138.146425200566 | -38.1464252005663 |
56 | 102 | 145.171425200566 | -43.1714252005663 |
57 | 108 | 151.296425200566 | -43.2964252005664 |
58 | 112 | 148.471425200566 | -36.4714252005663 |
59 | 110 | 158.421425200566 | -48.4214252005663 |
60 | 110 | 136.354687745792 | -26.3546877457921 |
61 | 117 | 148.163591316659 | -31.1635913166588 |
62 | 120 | 148.538591316659 | -28.5385913166589 |
63 | 119 | 144.263591316659 | -25.2635913166589 |
64 | 113 | 146.713591316659 | -33.7135913166589 |
65 | 123 | 152.988591316659 | -29.9885913166588 |
66 | 120 | 152.413591316659 | -32.4135913166588 |
67 | 129 | 153.088591316659 | -24.0885913166589 |
68 | 132 | 160.113591316659 | -28.1135913166588 |
69 | 136 | 166.238591316659 | -30.2385913166589 |
70 | 141 | 163.413591316659 | -22.4135913166589 |
71 | 122 | 173.363591316659 | -51.3635913166588 |
72 | 137 | 151.296853861885 | -14.2968538618846 |
73 | 145 | 163.105757432751 | -18.1057574327513 |
74 | 155 | 163.480757432751 | -8.48075743275134 |
75 | 148 | 159.205757432751 | -11.2057574327513 |
76 | 153 | 161.655757432751 | -8.65575743275131 |
77 | 172 | 167.930757432751 | 4.06924256724872 |
78 | 169 | 167.355757432751 | 1.64424256724867 |
79 | 180 | 168.030757432751 | 11.9692425672487 |
80 | 190 | 175.055757432751 | 14.9442425672488 |
81 | 233 | 181.180757432751 | 51.8192425672486 |
82 | 231 | 178.355757432751 | 52.6442425672487 |
83 | 245 | 188.305757432751 | 56.6942425672487 |
84 | 299 | 166.239019977977 | 132.760980022023 |
85 | 385 | 178.047923548844 | 206.952076451156 |
86 | 381 | 178.422923548844 | 202.577076451156 |
87 | 322 | 174.147923548844 | 147.852076451156 |
88 | 317 | 176.597923548844 | 140.402076451156 |
89 | 323 | 182.872923548844 | 140.127076451156 |
90 | 393 | 182.297923548844 | 210.702076451156 |
91 | 372 | 182.972923548844 | 189.027076451156 |
92 | 387 | 189.997923548844 | 197.002076451156 |
93 | 413 | 196.122923548844 | 216.877076451156 |
94 | 405 | 193.297923548844 | 211.702076451156 |
95 | 407 | 203.247923548844 | 203.752076451156 |
96 | 392 | 181.181186094069 | 210.818813905931 |
97 | 363 | 192.990089664936 | 170.009910335064 |
98 | 358 | 193.365089664936 | 164.634910335064 |
99 | 375 | 189.090089664936 | 185.909910335064 |
100 | 370 | 191.540089664936 | 178.459910335064 |
101 | 386 | 197.815089664936 | 188.184910335064 |
102 | 353 | 197.240089664936 | 155.759910335064 |
103 | 347 | 197.915089664936 | 149.084910335064 |
104 | 363 | 204.940089664936 | 158.059910335064 |
105 | 350 | 211.065089664936 | 138.934910335064 |
106 | 347 | 208.240089664936 | 138.759910335064 |
107 | 333 | 218.190089664936 | 114.809910335064 |
108 | 327 | 196.123352210162 | 130.876647789838 |
109 | 328 | 207.932255781029 | 120.067744218971 |
110 | 309 | 208.307255781029 | 100.692744218971 |
111 | 286 | 204.032255781029 | 81.9677442189712 |
112 | 319 | 206.482255781029 | 112.517744218971 |
113 | 285 | 212.757255781029 | 72.2427442189712 |
114 | 301 | 212.182255781029 | 88.8177442189712 |
115 | 315 | 212.857255781029 | 102.142744218971 |
116 | 388 | 219.882255781029 | 168.117744218971 |
117 | 383 | 226.007255781029 | 156.992744218971 |
118 | 417 | 223.182255781029 | 193.817744218971 |
119 | 423 | 233.132255781029 | 189.867744218971 |
120 | 430 | 211.065518326255 | 218.934481673745 |
121 | 486 | 222.874421897121 | 263.125578102879 |
122 | 394 | 223.249421897121 | 170.750578102879 |
123 | 411 | 218.974421897121 | 192.025578102879 |
124 | 431 | 221.424421897121 | 209.575578102879 |
125 | 447 | 227.699421897121 | 219.300578102879 |
126 | 432 | 227.124421897121 | 204.875578102879 |
127 | 457 | 227.799421897121 | 229.200578102879 |
128 | 453 | 234.824421897121 | 218.175578102879 |
129 | 441 | 240.949421897121 | 200.050578102879 |
130 | 416 | 238.124421897121 | 177.875578102879 |
131 | 451 | 248.074421897121 | 202.925578102879 |
132 | 432 | 226.007684442347 | 205.992315557653 |
133 | 436 | 237.816588013214 | 198.183411986786 |
134 | 429 | 238.191588013214 | 190.808411986786 |
135 | 421 | 233.916588013214 | 187.083411986786 |
136 | 425 | 236.366588013214 | 188.633411986786 |
137 | 437 | 242.641588013214 | 194.358411986786 |
138 | 432 | 242.066588013214 | 189.933411986786 |
139 | 413 | 242.741588013214 | 170.258411986786 |
140 | 419 | 249.766588013214 | 169.233411986786 |
141 | 436 | 255.891588013214 | 180.108411986786 |
142 | 421 | 253.066588013214 | 167.933411986786 |
143 | 424 | 263.016588013214 | 160.983411986786 |
144 | 402 | 240.949850558439 | 161.050149441561 |
145 | 403 | 252.758754129306 | 150.241245870694 |
146 | 400 | 253.133754129306 | 146.866245870694 |
147 | 426 | 248.858754129306 | 177.141245870694 |
148 | 418 | 251.308754129306 | 166.691245870694 |
149 | 403 | 257.583754129306 | 145.416245870694 |
150 | 405 | 257.008754129306 | 147.991245870694 |
151 | 394 | 257.683754129306 | 136.316245870694 |
152 | 400 | 264.708754129306 | 135.291245870694 |
153 | 376 | 270.833754129306 | 105.166245870694 |
154 | 367 | 268.008754129306 | 98.9912458706937 |
155 | 354 | 277.958754129306 | 76.0412458706937 |
156 | 348 | 255.892016674532 | 92.107983325468 |
157 | 364 | 267.700920245399 | 96.2990797546013 |
158 | 329 | 268.075920245399 | 60.9240797546012 |
159 | 348 | 263.800920245399 | 84.1990797546012 |
160 | 330 | 266.250920245399 | 63.7490797546012 |
161 | 351 | 272.525920245399 | 78.4740797546012 |
162 | 336 | 271.950920245399 | 64.0490797546012 |
163 | 332 | 272.625920245399 | 59.3740797546012 |
164 | 349 | 279.650920245399 | 69.3490797546012 |
165 | 384 | 285.775920245399 | 98.2240797546012 |
166 | 370 | 282.950920245399 | 87.0490797546012 |
167 | 346 | 292.900920245399 | 53.0990797546012 |
168 | 338 | 270.834182790625 | 67.1658172093755 |
169 | 335 | 282.643086361491 | 52.3569136385087 |
170 | 338 | 283.018086361491 | 54.9819136385087 |
171 | 347 | 278.743086361491 | 68.2569136385087 |
172 | 372 | 281.193086361491 | 90.8069136385087 |
173 | 376 | 287.468086361491 | 88.5319136385087 |
174 | 373 | 286.893086361491 | 86.1069136385087 |
175 | 392 | 287.568086361491 | 104.431913638509 |
176 | 374 | 294.593086361491 | 79.4069136385087 |
177 | 385 | 300.718086361491 | 84.2819136385087 |
178 | 372 | 297.893086361491 | 74.1069136385087 |
179 | 372 | 307.843086361491 | 64.1569136385087 |
180 | 352 | 285.776348906717 | 66.223651093283 |
181 | 353 | 297.585252477584 | 55.4147475224162 |
182 | 330 | 297.960252477584 | 32.0397475224162 |
183 | 348 | 293.685252477584 | 54.3147475224162 |
184 | 346 | 296.135252477584 | 49.8647475224162 |
185 | 361 | 302.410252477584 | 58.5897475224162 |
186 | 364 | 301.835252477584 | 62.1647475224162 |
187 | 375 | 302.510252477584 | 72.4897475224162 |
188 | 369 | 309.535252477584 | 59.4647475224162 |
189 | 342 | 315.660252477584 | 26.3397475224162 |
190 | 338 | 312.835252477584 | 25.1647475224162 |
191 | 337 | 322.785252477584 | 14.2147475224162 |
192 | 333 | 300.71851502281 | 32.2814849771905 |
193 | 336 | 312.527418593676 | 23.4725814063237 |
194 | 322 | 312.902418593676 | 9.09758140632374 |
195 | 329 | 308.627418593676 | 20.3725814063237 |
196 | 322 | 311.077418593676 | 10.9225814063237 |
197 | 325 | 317.352418593676 | 7.64758140632375 |
198 | 331 | 316.777418593676 | 14.2225814063237 |
199 | 311 | 317.452418593676 | -6.45241859367627 |
200 | 318 | 324.477418593676 | -6.47741859367628 |
201 | 312 | 330.602418593676 | -18.6024185936763 |
202 | 315 | 327.777418593676 | -12.7774185936763 |
203 | 333 | 337.727418593676 | -4.72741859367626 |
204 | 311 | 315.660681138902 | -4.660681138902 |
205 | 321 | 327.469584709769 | -6.46958470976875 |
206 | 316 | 327.844584709769 | -11.8445847097688 |
207 | 284 | 323.569584709769 | -39.5695847097688 |
208 | 281 | 326.019584709769 | -45.0195847097687 |
209 | 280 | 332.294584709769 | -52.2945847097687 |
210 | 266 | 331.719584709769 | -65.7195847097688 |
211 | 268 | 332.394584709769 | -64.3945847097688 |
212 | 278 | 339.419584709769 | -61.4195847097688 |
213 | 292 | 345.544584709769 | -53.5445847097687 |
214 | 263 | 342.719584709769 | -79.7195847097688 |
215 | 265 | 352.669584709769 | -87.6695847097688 |
216 | 266 | 330.602847254994 | -64.6028472549945 |
217 | 251 | 342.411750825861 | -91.4117508258612 |
218 | 256 | 342.786750825861 | -86.7867508258613 |
219 | 280 | 338.511750825861 | -58.5117508258613 |
220 | 283 | 340.961750825861 | -57.9617508258612 |
221 | 289 | 347.236750825861 | -58.2367508258612 |
222 | 308 | 346.661750825861 | -38.6617508258613 |
223 | 293 | 347.336750825861 | -54.3367508258613 |
224 | 281 | 354.361750825861 | -73.3617508258613 |
225 | 274 | 360.486750825861 | -86.4867508258613 |
226 | 277 | 357.661750825861 | -80.6617508258612 |
227 | 278 | 367.611750825861 | -89.6117508258612 |
228 | 250 | 345.545013371087 | -95.545013371087 |
229 | 265 | 357.353916941954 | -92.3539169419537 |
230 | 269 | 357.728916941954 | -88.7289169419537 |
231 | 262 | 353.453916941954 | -91.4539169419537 |
232 | 258 | 355.903916941954 | -97.9039169419537 |
233 | 251 | 362.178916941954 | -111.178916941954 |
234 | 243 | 361.603916941954 | -118.603916941954 |
235 | 247 | 362.278916941954 | -115.278916941954 |
236 | 224 | 369.303916941954 | -145.303916941954 |
237 | 241 | 375.428916941954 | -134.428916941954 |
238 | 255 | 372.603916941954 | -117.603916941954 |
239 | 261 | 382.553916941954 | -121.553916941954 |
240 | 267 | 360.487179487179 | -93.4871794871794 |
241 | 264 | 372.296083058046 | -108.296083058046 |
242 | 270 | 372.671083058046 | -102.671083058046 |
243 | 275 | 368.396083058046 | -93.3960830580462 |
244 | 281 | 370.846083058046 | -89.8460830580462 |
245 | 301 | 377.121083058046 | -76.1210830580462 |
246 | 321 | 376.546083058046 | -55.5460830580463 |
247 | 355 | 377.221083058046 | -22.2210830580463 |
248 | 319 | 384.246083058046 | -65.2460830580463 |
249 | 299 | 390.371083058046 | -91.3710830580463 |
250 | 319 | 387.546083058046 | -68.5460830580462 |
251 | 328 | 397.496083058046 | -69.4960830580462 |
252 | 348 | 375.429345603272 | -27.429345603272 |
253 | 335 | 387.238249174139 | -52.2382491741387 |
254 | 333 | 387.613249174139 | -54.6132491741388 |
255 | 331 | 383.338249174139 | -52.3382491741387 |
256 | 318 | 385.788249174139 | -67.7882491741387 |
257 | 325 | 392.063249174139 | -67.0632491741387 |
258 | 318 | 391.488249174139 | -73.4882491741388 |
259 | 313 | 392.163249174139 | -79.1632491741388 |
260 | 313 | 399.188249174139 | -86.1882491741387 |
261 | 315 | 405.313249174139 | -90.3132491741388 |
262 | 298 | 402.488249174139 | -104.488249174139 |
263 | 311 | 412.438249174139 | -101.438249174139 |
264 | 309 | 390.371511719364 | -81.3715117193645 |
265 | 297 | 402.180415290231 | -105.180415290231 |
266 | 294 | 402.555415290231 | -108.555415290231 |
267 | 291 | 398.280415290231 | -107.280415290231 |
268 | 292 | 400.730415290231 | -108.730415290231 |
269 | 290 | 407.005415290231 | -117.005415290231 |
270 | 287 | 406.430415290231 | -119.430415290231 |
271 | 281 | 407.105415290231 | -126.105415290231 |
272 | 295 | 414.130415290231 | -119.130415290231 |
273 | 289 | 420.255415290231 | -131.255415290231 |
274 | 286 | 417.430415290231 | -131.430415290231 |
275 | 295 | 427.380415290231 | -132.380415290231 |
276 | 291 | 405.313677835457 | -114.313677835457 |
277 | 315 | 417.122581406324 | -102.122581406324 |
278 | 306 | 417.497581406324 | -111.497581406324 |
279 | 304 | 413.222581406324 | -109.222581406324 |
280 | 309 | 415.672581406324 | -106.672581406324 |
281 | 307 | 421.947581406324 | -114.947581406324 |
282 | 299 | 421.372581406324 | -122.372581406324 |
283 | 294 | 422.047581406324 | -128.047581406324 |
284 | 295 | 429.072581406324 | -134.072581406324 |
285 | 296 | 435.197581406324 | -139.197581406324 |
286 | 294 | 432.372581406324 | -138.372581406324 |
287 | 292 | 442.322581406324 | -150.322581406324 |
288 | 290 | 420.255843951549 | -130.255843951549 |
289 | 289 | 432.064747522416 | -143.064747522416 |
290 | 310 | 432.439747522416 | -122.439747522416 |
291 | 297 | 428.164747522416 | -131.164747522416 |
292 | 301 | 430.614747522416 | -129.614747522416 |
293 | 302 | 436.889747522416 | -134.889747522416 |
294 | 297 | 436.314747522416 | -139.314747522416 |
295 | 305 | 436.989747522416 | -131.989747522416 |
296 | 298 | 444.014747522416 | -146.014747522416 |
297 | 299 | 450.139747522416 | -151.139747522416 |
298 | 273 | 447.314747522416 | -174.314747522416 |
299 | 267 | 457.264747522416 | -190.264747522416 |
300 | 266 | 435.198010067642 | -169.198010067642 |
301 | 284 | 447.006913638509 | -163.006913638509 |
302 | 276 | 447.381913638509 | -171.381913638509 |
303 | 284 | 443.106913638509 | -159.106913638509 |
304 | 285 | 445.556913638509 | -160.556913638509 |
305 | 267 | 451.831913638509 | -184.831913638509 |
306 | 273 | 451.256913638509 | -178.256913638509 |
307 | 262 | 451.931913638509 | -189.931913638509 |
308 | 246 | 458.956913638509 | -212.956913638509 |
309 | 251 | 465.081913638509 | -214.081913638509 |
310 | 248 | 462.256913638509 | -214.256913638509 |
311 | 255 | 472.206913638509 | -217.206913638509 |
312 | 245 | 450.140176183734 | -205.140176183734 |
313 | 251 | 461.949079754601 | -210.949079754601 |
314 | 261 | 462.324079754601 | -201.324079754601 |
315 | 259 | 458.049079754601 | -199.049079754601 |
316 | 271 | 460.499079754601 | -189.499079754601 |
317 | 258 | 466.774079754601 | -208.774079754601 |
318 | 253 | 466.199079754601 | -213.199079754601 |
319 | 239 | 466.874079754601 | -227.874079754601 |
320 | 241 | 473.899079754601 | -232.899079754601 |
321 | 281 | 480.024079754601 | -199.024079754601 |
322 | 285 | 477.199079754601 | -192.199079754601 |
323 | 289 | 487.149079754601 | -198.149079754601 |
324 | 290 | 465.082342299827 | -175.082342299827 |
325 | 290 | 476.891245870694 | -186.891245870694 |
326 | 305 | 477.266245870694 | -172.266245870694 |
327 | 289 | 472.991245870694 | -183.991245870694 |
328 | 302 | 475.441245870694 | -173.441245870694 |
329 | 294 | 481.716245870694 | -187.716245870694 |
330 | 301 | 481.141245870694 | -180.141245870694 |
331 | 299 | 481.816245870694 | -182.816245870694 |
332 | 312 | 488.841245870694 | -176.841245870694 |
333 | 310 | 494.966245870694 | -184.966245870694 |
334 | 312 | 492.141245870694 | -180.141245870694 |
335 | 309 | 502.091245870694 | -193.091245870694 |
336 | 292 | 480.024508415919 | -188.024508415919 |
337 | 284 | 491.833411986786 | -207.833411986786 |
338 | 290 | 492.208411986786 | -202.208411986786 |
339 | 292 | 487.933411986786 | -195.933411986786 |
340 | 297 | 490.383411986786 | -193.383411986786 |
341 | 316 | 496.658411986786 | -180.658411986786 |
342 | 320 | 496.083411986786 | -176.083411986786 |
343 | 304 | 496.758411986786 | -192.758411986786 |
344 | 301 | 503.783411986786 | -202.783411986786 |
345 | 322 | 509.908411986786 | -187.908411986786 |
346 | 309 | 507.083411986786 | -198.083411986786 |
347 | 308 | 517.033411986786 | -209.033411986786 |
348 | 311 | 494.966674532012 | -183.966674532012 |
349 | 328 | 506.775578102879 | -178.775578102879 |
350 | 343 | 507.150578102879 | -164.150578102879 |
351 | 345 | 502.875578102879 | -157.875578102879 |
352 | 342 | 505.325578102879 | -163.325578102879 |
353 | 350 | 511.600578102879 | -161.600578102879 |
354 | 322 | 511.025578102879 | -189.025578102879 |
355 | 311 | 511.700578102879 | -200.700578102879 |
356 | 319 | 518.725578102879 | -199.725578102879 |
357 | 328 | 524.850578102879 | -196.850578102879 |
358 | 320 | 522.025578102879 | -202.025578102879 |
359 | 321 | 531.975578102879 | -210.975578102879 |
360 | 331 | 509.908840648104 | -178.908840648104 |
361 | 342 | 521.717744218971 | -179.717744218971 |
362 | 322 | 522.092744218971 | -200.092744218971 |
363 | 307 | 517.817744218971 | -210.817744218971 |
364 | 302 | 520.267744218971 | -218.267744218971 |
365 | 307 | 526.542744218971 | -219.542744218971 |
366 | 301 | 525.967744218971 | -224.967744218971 |
367 | 315 | 526.642744218971 | -211.642744218971 |
368 | 342 | 533.667744218971 | -191.667744218971 |
369 | 333 | 539.792744218971 | -206.792744218971 |
370 | 332 | 536.967744218971 | -204.967744218971 |
371 | 332 | 546.917744218971 | -214.917744218971 |
372 | 330 | 524.851006764197 | -194.851006764197 |
373 | 322 | 536.659910335064 | -214.659910335064 |
374 | 319 | 537.034910335064 | -218.034910335064 |
375 | 345 | 532.759910335064 | -187.759910335064 |
376 | 324 | 535.209910335064 | -211.209910335064 |
377 | 322 | 541.484910335064 | -219.484910335064 |
378 | 325 | 540.909910335064 | -215.909910335064 |
379 | 325 | 541.584910335064 | -216.584910335064 |
380 | 335 | 548.609910335064 | -213.609910335064 |
381 | 335 | 554.734910335064 | -219.734910335064 |
382 | 335 | 551.909910335064 | -216.909910335064 |
383 | 341 | 561.859910335064 | -220.859910335064 |
384 | 320 | 539.793172880289 | -219.793172880289 |
385 | 324 | 551.602076451156 | -227.602076451156 |
386 | 328 | 551.977076451156 | -223.977076451156 |
387 | 329 | 547.702076451156 | -218.702076451156 |
388 | 338 | 550.152076451156 | -212.152076451156 |
389 | 336 | 556.427076451156 | -220.427076451156 |
390 | 361 | 555.852076451156 | -194.852076451156 |
391 | 353 | 556.527076451156 | -203.527076451156 |
392 | 352 | 563.552076451156 | -211.552076451156 |
393 | 393 | 569.677076451156 | -176.677076451156 |
394 | 393 | 566.852076451156 | -173.852076451156 |
395 | 420 | 576.802076451156 | -156.802076451156 |
396 | 435 | 554.735338996382 | -119.735338996382 |
397 | 468 | 566.544242567249 | -98.5442425672487 |
398 | 466 | 566.919242567249 | -100.919242567249 |
399 | 481 | 562.644242567249 | -81.6442425672487 |
400 | 511 | 565.094242567249 | -54.0942425672487 |
401 | 508 | 571.369242567249 | -63.3692425672487 |
402 | 480 | 570.794242567249 | -90.7942425672487 |
403 | 496 | 571.469242567249 | -75.4692425672487 |
404 | 487 | 578.494242567249 | -91.4942425672487 |
405 | 473 | 584.619242567249 | -111.619242567249 |
406 | 473 | 581.794242567249 | -108.794242567249 |
407 | 488 | 591.744242567249 | -103.744242567249 |
408 | 479 | 569.677505112474 | -90.6775051124745 |
409 | 501 | 581.486408683341 | -80.4864086833412 |
410 | 503 | 581.861408683341 | -78.8614086833412 |
411 | 497 | 577.586408683341 | -80.5864086833412 |
412 | 496 | 580.036408683341 | -84.0364086833412 |
413 | 490 | 586.311408683341 | -96.3114086833412 |
414 | 482 | 585.736408683341 | -103.736408683341 |
415 | 486 | 586.411408683341 | -100.411408683341 |
416 | 493 | 593.436408683341 | -100.436408683341 |
417 | 522 | 599.561408683341 | -77.5614086833412 |
418 | 546 | 596.736408683341 | -50.7364086833412 |
419 | 534 | 606.686408683341 | -72.6864086833412 |
420 | 570 | 584.619671228567 | -14.6196712285669 |
421 | 624 | 596.428574799434 | 27.5714252005663 |
422 | 640 | 596.803574799434 | 43.1964252005663 |
423 | 589 | 592.528574799434 | -3.5285747994337 |
424 | 559 | 594.978574799434 | -35.9785747994337 |
425 | 570 | 601.253574799434 | -31.2535747994336 |
426 | 590 | 600.678574799434 | -10.6785747994337 |
427 | 588 | 601.353574799434 | -13.3535747994337 |
428 | 566 | 608.378574799434 | -42.3785747994336 |
429 | 630 | 614.503574799434 | 15.4964252005663 |
430 | 576 | 611.678574799434 | -35.6785747994337 |
431 | 642 | 621.628574799434 | 20.3714252005663 |
432 | 626 | 599.561837344659 | 26.4381626553406 |
433 | 718 | 611.370740915526 | 106.629259084474 |
434 | 750 | 611.745740915526 | 138.254259084474 |
435 | 690 | 607.470740915526 | 82.5292590844737 |
436 | 667 | 609.920740915526 | 57.0792590844737 |
437 | 689 | 616.195740915526 | 72.8042590844738 |
438 | 666 | 615.620740915526 | 50.3792590844739 |
439 | 662 | 616.295740915526 | 45.7042590844738 |
440 | 666 | 623.320740915526 | 42.6792590844739 |
441 | 681 | 629.445740915526 | 51.5542590844738 |
442 | 705 | 626.620740915526 | 78.3792590844739 |
443 | 783 | 636.570740915526 | 146.429259084474 |
444 | 758 | 614.504003460752 | 143.495996539248 |
445 | 776 | 626.312907031619 | 149.687092968381 |
446 | 812 | 626.687907031619 | 185.312092968381 |
447 | 824 | 622.412907031619 | 201.587092968381 |
448 | 887 | 624.862907031619 | 262.137092968381 |
449 | 984 | 631.137907031619 | 352.862092968381 |
450 | 1016 | 630.562907031619 | 385.437092968381 |
451 | 897 | 631.237907031619 | 265.762092968381 |
452 | 980 | 638.262907031619 | 341.737092968381 |
453 | 957 | 644.387907031619 | 312.612092968381 |
454 | 969 | 641.562907031619 | 327.437092968381 |
455 | 1063 | 651.512907031619 | 411.487092968381 |
456 | 1048 | 629.446169576845 | 418.553830423155 |
457 | 968 | 641.255073147711 | 326.744926852289 |
458 | 1022 | 641.630073147711 | 380.369926852289 |
459 | 1014 | 637.355073147711 | 376.644926852289 |
460 | 1035 | 639.805073147711 | 395.194926852289 |
461 | 1069 | 646.080073147711 | 422.919926852289 |
462 | 1038 | 645.505073147711 | 392.494926852289 |
463 | 1133 | 646.180073147711 | 486.819926852289 |
464 | 1260 | 653.205073147711 | 606.794926852289 |
465 | 1207 | 659.330073147711 | 547.669926852289 |
466 | 1235 | 656.505073147712 | 578.494926852288 |
467 | 1297 | 666.455073147712 | 630.544926852288 |
468 | 1179 | 644.388335692937 | 534.611664307063 |
469 | 1332 | 656.197239263804 | 675.802760736196 |
470 | 1323 | 656.572239263804 | 666.427760736196 |
471 | 1248 | 652.297239263803 | 595.702760736197 |
472 | 1248 | 654.747239263804 | 593.252760736196 |
473 | 1260 | 661.022239263804 | 598.977760736196 |
474 | 1260 | 660.447239263804 | 599.552760736196 |
475 | 1317 | 661.122239263804 | 655.877760736196 |
476 | 1308 | 668.147239263804 | 639.852760736196 |
477 | 1380 | 674.272239263804 | 705.727760736196 |
478 | 1327 | 671.447239263804 | 655.552760736196 |
479 | 1327 | 681.397239263804 | 645.602760736196 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
16 | 6.25610817712529e-06 | 1.25122163542506e-05 | 0.999993743891823 |
17 | 3.56520241220846e-06 | 7.13040482441691e-06 | 0.999996434797588 |
18 | 1.07929118862053e-06 | 2.15858237724106e-06 | 0.999998920708811 |
19 | 6.52495139377012e-08 | 1.30499027875402e-07 | 0.999999934750486 |
20 | 2.86981441170539e-09 | 5.73962882341079e-09 | 0.999999997130186 |
21 | 1.20306202777972e-10 | 2.40612405555944e-10 | 0.999999999879694 |
22 | 6.02642775343171e-12 | 1.20528555068634e-11 | 0.999999999993974 |
23 | 3.79357226251028e-13 | 7.58714452502057e-13 | 0.999999999999621 |
24 | 1.4633340971466e-14 | 2.92666819429319e-14 | 0.999999999999985 |
25 | 3.94855764518539e-15 | 7.89711529037078e-15 | 0.999999999999996 |
26 | 2.40651103569739e-15 | 4.81302207139478e-15 | 0.999999999999998 |
27 | 8.25747762820132e-16 | 1.65149552564026e-15 | 0.999999999999999 |
28 | 2.6950409291656e-16 | 5.39008185833121e-16 | 1 |
29 | 8.04225130853143e-17 | 1.60845026170629e-16 | 1 |
30 | 1.28285546056298e-17 | 2.56571092112596e-17 | 1 |
31 | 1.38617430579141e-18 | 2.77234861158283e-18 | 1 |
32 | 1.42051015124277e-19 | 2.84102030248555e-19 | 1 |
33 | 1.97042886012134e-20 | 3.94085772024268e-20 | 1 |
34 | 3.53270392860085e-21 | 7.06540785720169e-21 | 1 |
35 | 1.17225236467616e-21 | 2.34450472935232e-21 | 1 |
36 | 3.1253281092417e-22 | 6.25065621848341e-22 | 1 |
37 | 8.84893347744672e-23 | 1.76978669548934e-22 | 1 |
38 | 2.62736514499355e-23 | 5.25473028998709e-23 | 1 |
39 | 5.66532071339628e-24 | 1.13306414267926e-23 | 1 |
40 | 8.27060599722723e-25 | 1.65412119944545e-24 | 1 |
41 | 1.35276077640501e-25 | 2.70552155281001e-25 | 1 |
42 | 2.11930739247348e-26 | 4.23861478494696e-26 | 1 |
43 | 5.68804735180772e-27 | 1.13760947036154e-26 | 1 |
44 | 1.64660632255759e-27 | 3.29321264511519e-27 | 1 |
45 | 1.98804473151858e-28 | 3.97608946303716e-28 | 1 |
46 | 2.09905013836803e-29 | 4.19810027673606e-29 | 1 |
47 | 2.09433826501584e-30 | 4.18867653003167e-30 | 1 |
48 | 2.05395658489205e-31 | 4.1079131697841e-31 | 1 |
49 | 1.7496418339445e-32 | 3.499283667889e-32 | 1 |
50 | 1.46862246881578e-33 | 2.93724493763155e-33 | 1 |
51 | 1.1864221495009e-34 | 2.37284429900181e-34 | 1 |
52 | 9.4575607455974e-36 | 1.89151214911948e-35 | 1 |
53 | 7.57232893671552e-37 | 1.5144657873431e-36 | 1 |
54 | 5.9170921922835e-38 | 1.1834184384567e-37 | 1 |
55 | 4.53879707250942e-39 | 9.07759414501884e-39 | 1 |
56 | 3.62060084578312e-40 | 7.24120169156624e-40 | 1 |
57 | 3.62489811471843e-41 | 7.24979622943685e-41 | 1 |
58 | 3.68098677331434e-42 | 7.36197354662869e-42 | 1 |
59 | 2.94558135276184e-43 | 5.89116270552369e-43 | 1 |
60 | 2.21994442384249e-44 | 4.43988884768497e-44 | 1 |
61 | 2.45849136601156e-45 | 4.91698273202312e-45 | 1 |
62 | 2.14515019685995e-46 | 4.2903003937199e-46 | 1 |
63 | 1.65812093106289e-47 | 3.31624186212577e-47 | 1 |
64 | 1.1854935491457e-48 | 2.37098709829141e-48 | 1 |
65 | 1.08270140055797e-49 | 2.16540280111594e-49 | 1 |
66 | 8.8936529064282e-51 | 1.77873058128564e-50 | 1 |
67 | 1.1031809239932e-51 | 2.2063618479864e-51 | 1 |
68 | 1.96040193214603e-52 | 3.92080386429206e-52 | 1 |
69 | 4.67177370092748e-53 | 9.34354740185495e-53 | 1 |
70 | 1.18089864055983e-53 | 2.36179728111965e-53 | 1 |
71 | 8.64407060347215e-55 | 1.72881412069443e-54 | 1 |
72 | 9.94937891259253e-56 | 1.98987578251851e-55 | 1 |
73 | 2.28905133203471e-56 | 4.57810266406942e-56 | 1 |
74 | 6.49811478049558e-57 | 1.29962295609912e-56 | 1 |
75 | 8.11519177596345e-58 | 1.62303835519269e-57 | 1 |
76 | 1.66328989037086e-58 | 3.32657978074172e-58 | 1 |
77 | 2.10044769442276e-58 | 4.20089538884553e-58 | 1 |
78 | 1.51869220312911e-58 | 3.03738440625821e-58 | 1 |
79 | 2.56258273244809e-58 | 5.12516546489619e-58 | 1 |
80 | 1.36273819697882e-57 | 2.72547639395764e-57 | 1 |
81 | 3.92481841395675e-54 | 7.8496368279135e-54 | 1 |
82 | 3.35551485131358e-52 | 6.71102970262716e-52 | 1 |
83 | 4.98962269349018e-50 | 9.97924538698037e-50 | 1 |
84 | 1.06093997209325e-45 | 2.12187994418651e-45 | 1 |
85 | 1.96829415254547e-38 | 3.93658830509094e-38 | 1 |
86 | 1.14240670485464e-34 | 2.28481340970928e-34 | 1 |
87 | 1.10760815384333e-33 | 2.21521630768666e-33 | 1 |
88 | 5.29011814033633e-33 | 1.05802362806727e-32 | 1 |
89 | 1.88883586914223e-32 | 3.77767173828446e-32 | 1 |
90 | 1.54886993988283e-30 | 3.09773987976566e-30 | 1 |
91 | 1.52562025264938e-29 | 3.05124050529875e-29 | 1 |
92 | 1.71081233635011e-28 | 3.42162467270022e-28 | 1 |
93 | 2.55592277004425e-27 | 5.11184554008849e-27 | 1 |
94 | 1.57072284643262e-26 | 3.14144569286524e-26 | 1 |
95 | 7.03458489906484e-26 | 1.40691697981297e-25 | 1 |
96 | 1.24507304299622e-25 | 2.49014608599244e-25 | 1 |
97 | 7.66408825583777e-26 | 1.53281765116755e-25 | 1 |
98 | 3.93184561595674e-26 | 7.86369123191349e-26 | 1 |
99 | 2.80564272887474e-26 | 5.61128545774947e-26 | 1 |
100 | 1.80756912066152e-26 | 3.61513824132305e-26 | 1 |
101 | 1.35574109036616e-26 | 2.71148218073232e-26 | 1 |
102 | 5.74820229279875e-27 | 1.14964045855975e-26 | 1 |
103 | 2.27630788096451e-27 | 4.55261576192902e-27 | 1 |
104 | 1.01427133171885e-27 | 2.0285426634377e-27 | 1 |
105 | 3.70765420518366e-28 | 7.41530841036731e-28 | 1 |
106 | 1.3174766304359e-28 | 2.63495326087179e-28 | 1 |
107 | 4.33455364851396e-29 | 8.66910729702791e-29 | 1 |
108 | 1.43876677878415e-29 | 2.87753355756829e-29 | 1 |
109 | 4.84243234501426e-30 | 9.68486469002853e-30 | 1 |
110 | 1.82385497549588e-30 | 3.64770995099176e-30 | 1 |
111 | 8.01462368662142e-31 | 1.60292473732428e-30 | 1 |
112 | 2.70071341516239e-31 | 5.40142683032479e-31 | 1 |
113 | 1.20987491781964e-31 | 2.41974983563929e-31 | 1 |
114 | 4.69458201788889e-32 | 9.38916403577778e-32 | 1 |
115 | 1.63247087056348e-32 | 3.26494174112697e-32 | 1 |
116 | 6.5207855264523e-33 | 1.30415710529046e-32 | 1 |
117 | 2.35959958949007e-33 | 4.71919917898013e-33 | 1 |
118 | 1.20523268282404e-33 | 2.41046536564808e-33 | 1 |
119 | 6.5139786025747e-34 | 1.30279572051494e-33 | 1 |
120 | 3.72022352017766e-34 | 7.44044704035532e-34 | 1 |
121 | 4.80699303079924e-34 | 9.61398606159848e-34 | 1 |
122 | 1.71177280352217e-34 | 3.42354560704434e-34 | 1 |
123 | 6.94371318270382e-35 | 1.38874263654076e-34 | 1 |
124 | 3.38943674816528e-35 | 6.77887349633056e-35 | 1 |
125 | 1.97210007629509e-35 | 3.94420015259019e-35 | 1 |
126 | 9.01796818355463e-36 | 1.80359363671093e-35 | 1 |
127 | 5.64454428406087e-36 | 1.12890885681217e-35 | 1 |
128 | 2.89192884612206e-36 | 5.78385769224411e-36 | 1 |
129 | 1.2342463333436e-36 | 2.4684926666872e-36 | 1 |
130 | 4.62475712938003e-37 | 9.24951425876007e-37 | 1 |
131 | 2.0752052806926e-37 | 4.15041056138519e-37 | 1 |
132 | 8.5051526618295e-38 | 1.7010305323659e-37 | 1 |
133 | 3.42481744987944e-38 | 6.84963489975887e-38 | 1 |
134 | 1.35883915259574e-38 | 2.71767830519148e-38 | 1 |
135 | 5.41468926958521e-39 | 1.08293785391704e-38 | 1 |
136 | 2.17699693866846e-39 | 4.35399387733692e-39 | 1 |
137 | 8.85559118550494e-40 | 1.77111823710099e-39 | 1 |
138 | 3.61760602185786e-40 | 7.23521204371571e-40 | 1 |
139 | 1.55436230833911e-40 | 3.10872461667822e-40 | 1 |
140 | 6.85091723576134e-41 | 1.37018344715227e-40 | 1 |
141 | 2.89197539342028e-41 | 5.78395078684057e-41 | 1 |
142 | 1.3202489940997e-41 | 2.6404979881994e-41 | 1 |
143 | 5.94281532528582e-42 | 1.18856306505716e-41 | 1 |
144 | 3.63352120094563e-42 | 7.26704240189126e-42 | 1 |
145 | 2.69669628436364e-42 | 5.39339256872728e-42 | 1 |
146 | 1.8305789224375e-42 | 3.66115784487499e-42 | 1 |
147 | 9.27835724049695e-43 | 1.85567144809939e-42 | 1 |
148 | 5.11855273261271e-43 | 1.02371054652254e-42 | 1 |
149 | 3.39061858607612e-43 | 6.78123717215225e-43 | 1 |
150 | 2.24665132606532e-43 | 4.49330265213064e-43 | 1 |
151 | 1.74581536641278e-43 | 3.49163073282556e-43 | 1 |
152 | 1.40728001530401e-43 | 2.81456003060802e-43 | 1 |
153 | 1.86619875122989e-43 | 3.73239750245978e-43 | 1 |
154 | 2.90761610866627e-43 | 5.81523221733253e-43 | 1 |
155 | 6.17518600130117e-43 | 1.23503720026023e-42 | 1 |
156 | 1.58641817133783e-42 | 3.17283634267565e-42 | 1 |
157 | 3.52820169390277e-42 | 7.05640338780554e-42 | 1 |
158 | 1.48214607482035e-41 | 2.96429214964069e-41 | 1 |
159 | 3.17940815678929e-41 | 6.35881631357858e-41 | 1 |
160 | 1.02352542286301e-40 | 2.04705084572602e-40 | 1 |
161 | 1.88643286039177e-40 | 3.77286572078355e-40 | 1 |
162 | 4.74180805609417e-40 | 9.48361611218834e-40 | 1 |
163 | 1.20172979594633e-39 | 2.40345959189266e-39 | 1 |
164 | 2.35191156732468e-39 | 4.70382313464936e-39 | 1 |
165 | 2.48959032302501e-39 | 4.97918064605002e-39 | 1 |
166 | 3.17784339321591e-39 | 6.35568678643182e-39 | 1 |
167 | 6.05121956388732e-39 | 1.21024391277746e-38 | 1 |
168 | 1.41497033492076e-38 | 2.82994066984151e-38 | 1 |
169 | 4.25872214232353e-38 | 8.51744428464705e-38 | 1 |
170 | 8.93866294745841e-38 | 1.78773258949168e-37 | 1 |
171 | 1.50680454049737e-37 | 3.01360908099474e-37 | 1 |
172 | 1.714925854007e-37 | 3.42985170801401e-37 | 1 |
173 | 1.89007343904532e-37 | 3.78014687809064e-37 | 1 |
174 | 2.15884338984046e-37 | 4.31768677968091e-37 | 1 |
175 | 2.01386916765128e-37 | 4.02773833530256e-37 | 1 |
176 | 2.51931251781683e-37 | 5.03862503563366e-37 | 1 |
177 | 2.87987648702644e-37 | 5.75975297405288e-37 | 1 |
178 | 3.75538688234592e-37 | 7.51077376469185e-37 | 1 |
179 | 4.60712140378621e-37 | 9.21424280757243e-37 | 1 |
180 | 8.1224720700788e-37 | 1.62449441401576e-36 | 1 |
181 | 1.58565221965252e-36 | 3.17130443930505e-36 | 1 |
182 | 3.6523103808687e-36 | 7.3046207617374e-36 | 1 |
183 | 6.16194780007899e-36 | 1.2323895600158e-35 | 1 |
184 | 1.07158205384909e-35 | 2.14316410769817e-35 | 1 |
185 | 1.54296745095411e-35 | 3.08593490190822e-35 | 1 |
186 | 2.13521965102121e-35 | 4.27043930204243e-35 | 1 |
187 | 2.67042690432648e-35 | 5.34085380865296e-35 | 1 |
188 | 3.80824279388887e-35 | 7.61648558777773e-35 | 1 |
189 | 8.02905174791521e-35 | 1.60581034958304e-34 | 1 |
190 | 1.67138709106379e-34 | 3.34277418212758e-34 | 1 |
191 | 3.2347902639838e-34 | 6.4695805279676e-34 | 1 |
192 | 6.99290090706402e-34 | 1.3985801814128e-33 | 1 |
193 | 1.55385270052045e-33 | 3.10770540104091e-33 | 1 |
194 | 3.38499712244887e-33 | 6.76999424489774e-33 | 1 |
195 | 6.74691064342335e-33 | 1.34938212868467e-32 | 1 |
196 | 1.45991503494142e-32 | 2.91983006988283e-32 | 1 |
197 | 3.05567701425072e-32 | 6.11135402850145e-32 | 1 |
198 | 5.81938963922579e-32 | 1.16387792784516e-31 | 1 |
199 | 1.42860429171313e-31 | 2.85720858342626e-31 | 1 |
200 | 3.32080453211282e-31 | 6.64160906422563e-31 | 1 |
201 | 8.23033272360133e-31 | 1.64606654472027e-30 | 1 |
202 | 1.81949200725735e-30 | 3.6389840145147e-30 | 1 |
203 | 3.00820810434935e-30 | 6.01641620869871e-30 | 1 |
204 | 6.80865027914651e-30 | 1.3617300558293e-29 | 1 |
205 | 1.41366002030518e-29 | 2.82732004061036e-29 | 1 |
206 | 2.57368657297979e-29 | 5.14737314595958e-29 | 1 |
207 | 6.95533978730339e-29 | 1.39106795746068e-28 | 1 |
208 | 1.8747765965761e-28 | 3.74955319315219e-28 | 1 |
209 | 5.0449097884424e-28 | 1.00898195768848e-27 | 1 |
210 | 1.5685023456182e-27 | 3.1370046912364e-27 | 1 |
211 | 4.45883845229947e-27 | 8.91767690459894e-27 | 1 |
212 | 1.14040994731631e-26 | 2.28081989463262e-26 | 1 |
213 | 2.40271153812319e-26 | 4.80542307624637e-26 | 1 |
214 | 6.62955370889545e-26 | 1.32591074177909e-25 | 1 |
215 | 1.63179492732042e-25 | 3.26358985464084e-25 | 1 |
216 | 3.98879619019239e-25 | 7.97759238038478e-25 | 1 |
217 | 1.15609982807738e-24 | 2.31219965615476e-24 | 1 |
218 | 2.55889521425437e-24 | 5.11779042850874e-24 | 1 |
219 | 4.42288909816385e-24 | 8.8457781963277e-24 | 1 |
220 | 7.32820598769143e-24 | 1.46564119753829e-23 | 1 |
221 | 1.1566495332e-23 | 2.3132990664e-23 | 1 |
222 | 1.61378617256101e-23 | 3.22757234512202e-23 | 1 |
223 | 2.44708050435504e-23 | 4.89416100871009e-23 | 1 |
224 | 4.15474502527489e-23 | 8.30949005054978e-23 | 1 |
225 | 7.35322901958997e-23 | 1.47064580391799e-22 | 1 |
226 | 1.20311915154593e-22 | 2.40623830309186e-22 | 1 |
227 | 1.83800752837605e-22 | 3.6760150567521e-22 | 1 |
228 | 3.66958386853557e-22 | 7.33916773707115e-22 | 1 |
229 | 6.30226635606788e-22 | 1.26045327121358e-21 | 1 |
230 | 9.25562699113983e-22 | 1.85112539822797e-21 | 1 |
231 | 1.4523794794635e-21 | 2.904758958927e-21 | 1 |
232 | 2.30262664297254e-21 | 4.60525328594508e-21 | 1 |
233 | 3.80686667805323e-21 | 7.61373335610646e-21 | 1 |
234 | 6.61211084724796e-21 | 1.32242216944959e-20 | 1 |
235 | 1.07971460883794e-20 | 2.15942921767588e-20 | 1 |
236 | 2.13125622527999e-20 | 4.26251245055998e-20 | 1 |
237 | 3.55623144964223e-20 | 7.11246289928445e-20 | 1 |
238 | 5.15249062939505e-20 | 1.03049812587901e-19 | 1 |
239 | 6.81220184479789e-20 | 1.36244036895958e-19 | 1 |
240 | 9.24313426206491e-20 | 1.84862685241298e-19 | 1 |
241 | 1.23416640028838e-19 | 2.46833280057676e-19 | 1 |
242 | 1.46687675010058e-19 | 2.93375350020117e-19 | 1 |
243 | 1.76856512689826e-19 | 3.53713025379652e-19 | 1 |
244 | 2.08349175065834e-19 | 4.16698350131668e-19 | 1 |
245 | 2.3329443884746e-19 | 4.66588877694919e-19 | 1 |
246 | 2.6339636154073e-19 | 5.26792723081459e-19 | 1 |
247 | 3.16462957256106e-19 | 6.32925914512211e-19 | 1 |
248 | 3.60418029145926e-19 | 7.20836058291852e-19 | 1 |
249 | 4.15474264915759e-19 | 8.30948529831517e-19 | 1 |
250 | 4.77185157976001e-19 | 9.54370315952002e-19 | 1 |
251 | 5.17228957824474e-19 | 1.03445791564895e-18 | 1 |
252 | 6.78422936132802e-19 | 1.3568458722656e-18 | 1 |
253 | 8.20270926178001e-19 | 1.640541852356e-18 | 1 |
254 | 9.47314713928776e-19 | 1.89462942785755e-18 | 1 |
255 | 1.17611726020127e-18 | 2.35223452040254e-18 | 1 |
256 | 1.44799271489969e-18 | 2.89598542979938e-18 | 1 |
257 | 1.78788499652415e-18 | 3.5757699930483e-18 | 1 |
258 | 2.28687227183673e-18 | 4.57374454367346e-18 | 1 |
259 | 3.0054773593667e-18 | 6.0109547187334e-18 | 1 |
260 | 3.83028284467601e-18 | 7.66056568935201e-18 | 1 |
261 | 4.78349631487201e-18 | 9.56699262974403e-18 | 1 |
262 | 6.16987455594003e-18 | 1.23397491118801e-17 | 1 |
263 | 7.43686265619991e-18 | 1.48737253123998e-17 | 1 |
264 | 1.0618514856398e-17 | 2.1237029712796e-17 | 1 |
265 | 1.40546364965568e-17 | 2.81092729931135e-17 | 1 |
266 | 1.74897475187317e-17 | 3.49794950374634e-17 | 1 |
267 | 2.33183671829645e-17 | 4.6636734365929e-17 | 1 |
268 | 3.0992354718507e-17 | 6.1984709437014e-17 | 1 |
269 | 4.09570102711333e-17 | 8.19140205422666e-17 | 1 |
270 | 5.60169618359492e-17 | 1.12033923671898e-16 | 1 |
271 | 7.85032775390146e-17 | 1.57006555078029e-16 | 1 |
272 | 1.05933563766509e-16 | 2.11867127533019e-16 | 1 |
273 | 1.39131929614351e-16 | 2.78263859228701e-16 | 1 |
274 | 1.87154709861929e-16 | 3.74309419723858e-16 | 1 |
275 | 2.35160791851969e-16 | 4.70321583703938e-16 | 1 |
276 | 3.51013409177651e-16 | 7.02026818355302e-16 | 1 |
277 | 4.97021057766708e-16 | 9.94042115533416e-16 | 1 |
278 | 6.54790434280739e-16 | 1.30958086856148e-15 | 0.999999999999999 |
279 | 9.38541901881325e-16 | 1.87708380376265e-15 | 0.999999999999999 |
280 | 1.36447389573848e-15 | 2.72894779147696e-15 | 0.999999999999999 |
281 | 1.94944764381106e-15 | 3.89889528762212e-15 | 0.999999999999998 |
282 | 2.8661866665599e-15 | 5.7323733331198e-15 | 0.999999999999997 |
283 | 4.29806439974635e-15 | 8.59612879949271e-15 | 0.999999999999996 |
284 | 6.21177134281814e-15 | 1.24235426856363e-14 | 0.999999999999994 |
285 | 8.67872653845068e-15 | 1.73574530769014e-14 | 0.999999999999991 |
286 | 1.25474346996943e-14 | 2.50948693993885e-14 | 0.999999999999987 |
287 | 1.67062400438641e-14 | 3.34124800877281e-14 | 0.999999999999983 |
288 | 2.69706892956269e-14 | 5.39413785912537e-14 | 0.999999999999973 |
289 | 3.95145529266916e-14 | 7.90291058533832e-14 | 0.99999999999996 |
290 | 5.74146042930375e-14 | 1.14829208586075e-13 | 0.999999999999943 |
291 | 8.87295042489836e-14 | 1.77459008497967e-13 | 0.999999999999911 |
292 | 1.39315520623217e-13 | 2.78631041246435e-13 | 0.999999999999861 |
293 | 2.15082275274617e-13 | 4.30164550549234e-13 | 0.999999999999785 |
294 | 3.4292155822552e-13 | 6.85843116451039e-13 | 0.999999999999657 |
295 | 5.81238099997257e-13 | 1.16247619999451e-12 | 0.999999999999419 |
296 | 9.17082505521747e-13 | 1.83416501104349e-12 | 0.999999999999083 |
297 | 1.3914230375543e-12 | 2.78284607510861e-12 | 0.999999999998609 |
298 | 2.07159871536109e-12 | 4.14319743072217e-12 | 0.999999999997928 |
299 | 2.79720220492023e-12 | 5.59440440984047e-12 | 0.999999999997203 |
300 | 4.53423665091225e-12 | 9.06847330182449e-12 | 0.999999999995466 |
301 | 6.86132491389225e-12 | 1.37226498277845e-11 | 0.999999999993139 |
302 | 9.616156971661e-12 | 1.9232313943322e-11 | 0.999999999990384 |
303 | 1.51220368976594e-11 | 3.02440737953189e-11 | 0.999999999984878 |
304 | 2.38884225751508e-11 | 4.77768451503017e-11 | 0.999999999976112 |
305 | 3.49715084883357e-11 | 6.99430169766713e-11 | 0.999999999965029 |
306 | 5.38575610696719e-11 | 1.07715122139344e-10 | 0.999999999946142 |
307 | 8.30088039599978e-11 | 1.66017607919996e-10 | 0.999999999916991 |
308 | 1.17805818546129e-10 | 2.35611637092257e-10 | 0.999999999882194 |
309 | 1.60119153193046e-10 | 3.20238306386092e-10 | 0.999999999839881 |
310 | 2.1991540210436e-10 | 4.39830804208719e-10 | 0.999999999780085 |
311 | 2.76483721844765e-10 | 5.5296744368953e-10 | 0.999999999723516 |
312 | 4.05243427077832e-10 | 8.10486854155663e-10 | 0.999999999594757 |
313 | 5.41119951892221e-10 | 1.08223990378444e-09 | 0.99999999945888 |
314 | 6.89278228441851e-10 | 1.3785564568837e-09 | 0.999999999310722 |
315 | 9.54380525307488e-10 | 1.90876105061498e-09 | 0.999999999045619 |
316 | 1.36144189325314e-09 | 2.72288378650627e-09 | 0.999999998638558 |
317 | 1.79646612063853e-09 | 3.59293224127706e-09 | 0.999999998203534 |
318 | 2.42636637414853e-09 | 4.85273274829705e-09 | 0.999999997573634 |
319 | 3.2379549420006e-09 | 6.47590988400121e-09 | 0.999999996762045 |
320 | 4.05012977927291e-09 | 8.10025955854583e-09 | 0.99999999594987 |
321 | 5.28499241245608e-09 | 1.05699848249122e-08 | 0.999999994715008 |
322 | 7.23801154685802e-09 | 1.4476023093716e-08 | 0.999999992761988 |
323 | 9.00217628800408e-09 | 1.80043525760082e-08 | 0.999999990997824 |
324 | 1.3855589374239e-08 | 2.7711178748478e-08 | 0.999999986144411 |
325 | 1.88820935388982e-08 | 3.77641870777963e-08 | 0.999999981117906 |
326 | 2.61868564107918e-08 | 5.23737128215835e-08 | 0.999999973813144 |
327 | 3.78062756914691e-08 | 7.56125513829382e-08 | 0.999999962193724 |
328 | 5.863600113192e-08 | 1.1727200226384e-07 | 0.999999941363999 |
329 | 8.22887255056561e-08 | 1.64577451011312e-07 | 0.999999917711274 |
330 | 1.25817192722189e-07 | 2.51634385444379e-07 | 0.999999874182807 |
331 | 1.94862273992422e-07 | 3.89724547984844e-07 | 0.999999805137726 |
332 | 2.97647193127475e-07 | 5.9529438625495e-07 | 0.999999702352807 |
333 | 4.33116029913978e-07 | 8.66232059827956e-07 | 0.99999956688397 |
334 | 6.72902151136005e-07 | 1.34580430227201e-06 | 0.999999327097849 |
335 | 9.02144046007456e-07 | 1.80428809201491e-06 | 0.999999097855954 |
336 | 1.38186626169949e-06 | 2.76373252339897e-06 | 0.999998618133738 |
337 | 1.78519818081456e-06 | 3.57039636162912e-06 | 0.999998214801819 |
338 | 2.25650848965368e-06 | 4.51301697930735e-06 | 0.99999774349151 |
339 | 3.20409895897549e-06 | 6.40819791795097e-06 | 0.999996795901041 |
340 | 4.71295371147428e-06 | 9.42590742294855e-06 | 0.999995287046288 |
341 | 7.17266602640515e-06 | 1.43453320528103e-05 | 0.999992827333974 |
342 | 1.1913708353588e-05 | 2.3827416707176e-05 | 0.999988086291646 |
343 | 1.83618424663114e-05 | 3.67236849326229e-05 | 0.999981638157534 |
344 | 2.55564173923753e-05 | 5.11128347847507e-05 | 0.999974443582608 |
345 | 3.81650434197469e-05 | 7.63300868394939e-05 | 0.99996183495658 |
346 | 5.59437256305335e-05 | 0.000111887451261067 | 0.999944056274369 |
347 | 7.10378179796246e-05 | 0.000142075635959249 | 0.99992896218202 |
348 | 0.000111892402484734 | 0.000223784804969467 | 0.999888107597515 |
349 | 0.000166292536365712 | 0.000332585072731425 | 0.999833707463634 |
350 | 0.000259893711673576 | 0.000519787423347151 | 0.999740106288326 |
351 | 0.000473677577218711 | 0.000947355154437422 | 0.999526322422781 |
352 | 0.000853924215307271 | 0.00170784843061454 | 0.999146075784693 |
353 | 0.00150380402194299 | 0.00300760804388597 | 0.998496195978057 |
354 | 0.00234932138031293 | 0.00469864276062587 | 0.997650678619687 |
355 | 0.00346733453619331 | 0.00693466907238662 | 0.996532665463807 |
356 | 0.00487102415598509 | 0.00974204831197019 | 0.995128975844015 |
357 | 0.00689770692554711 | 0.0137954138510942 | 0.993102293074453 |
358 | 0.00975140614055516 | 0.0195028122811103 | 0.990248593859445 |
359 | 0.0121156619124391 | 0.0242313238248782 | 0.987884338087561 |
360 | 0.0185705579955332 | 0.0371411159910664 | 0.981429442004467 |
361 | 0.0260454222605195 | 0.0520908445210391 | 0.97395457773948 |
362 | 0.0321024618811841 | 0.0642049237623681 | 0.967897538118816 |
363 | 0.0407026899862317 | 0.0814053799724633 | 0.959297310013768 |
364 | 0.050496338282921 | 0.100992676565842 | 0.949503661717079 |
365 | 0.0604935499801976 | 0.120987099960395 | 0.939506450019802 |
366 | 0.0724796973184648 | 0.14495939463693 | 0.927520302681535 |
367 | 0.0908252505821331 | 0.181650501164266 | 0.909174749417867 |
368 | 0.11746842507106 | 0.234936850142121 | 0.88253157492894 |
369 | 0.141840704409173 | 0.283681408818346 | 0.858159295590827 |
370 | 0.17417602504358 | 0.348352050087159 | 0.82582397495642 |
371 | 0.193505069521596 | 0.387010139043192 | 0.806494930478404 |
372 | 0.234734307942334 | 0.469468615884667 | 0.765265692057666 |
373 | 0.254431664024557 | 0.508863328049113 | 0.745568335975443 |
374 | 0.266193262578131 | 0.532386525156262 | 0.733806737421869 |
375 | 0.314546477168119 | 0.629092954336239 | 0.685453522831881 |
376 | 0.34808214910261 | 0.696164298205219 | 0.65191785089739 |
377 | 0.37016861876445 | 0.7403372375289 | 0.62983138123555 |
378 | 0.4002979614715 | 0.800595922943001 | 0.5997020385285 |
379 | 0.431922448659651 | 0.863844897319301 | 0.568077551340349 |
380 | 0.45824435253415 | 0.916488705068299 | 0.54175564746585 |
381 | 0.476365150858848 | 0.952730301717696 | 0.523634849141152 |
382 | 0.500627551548811 | 0.998744896902378 | 0.499372448451189 |
383 | 0.502663532247428 | 0.994672935505144 | 0.497336467752572 |
384 | 0.510833340414173 | 0.978333319171654 | 0.489166659585827 |
385 | 0.498285558574957 | 0.996571117149913 | 0.501714441425043 |
386 | 0.47969205445661 | 0.95938410891322 | 0.52030794554339 |
387 | 0.475492330888608 | 0.950984661777217 | 0.524507669111392 |
388 | 0.47330177580973 | 0.946603551619461 | 0.52669822419027 |
389 | 0.458620482259823 | 0.917240964519646 | 0.541379517740177 |
390 | 0.463450199376126 | 0.926900398752252 | 0.536549800623874 |
391 | 0.461282217107498 | 0.922564434214996 | 0.538717782892502 |
392 | 0.445889326558338 | 0.891778653116677 | 0.554110673441662 |
393 | 0.449699215904211 | 0.899398431808422 | 0.550300784095789 |
394 | 0.459137855195328 | 0.918275710390656 | 0.540862144804672 |
395 | 0.461718939239022 | 0.923437878478044 | 0.538281060760978 |
396 | 0.506087746559068 | 0.987824506881864 | 0.493912253440932 |
397 | 0.550153925095106 | 0.899692149809787 | 0.449846074904894 |
398 | 0.577245052183068 | 0.845509895633864 | 0.422754947816932 |
399 | 0.659984894977282 | 0.680030210045437 | 0.340015105022718 |
400 | 0.779368378691177 | 0.441263242617645 | 0.220631621308823 |
401 | 0.853976410770375 | 0.29204717845925 | 0.146023589229625 |
402 | 0.898150300579254 | 0.203699398841491 | 0.101849699420746 |
403 | 0.942512982614413 | 0.114974034771173 | 0.0574870173855867 |
404 | 0.961305807005448 | 0.0773883859891048 | 0.0386941929945524 |
405 | 0.969670635999004 | 0.0606587280019912 | 0.0303293640009956 |
406 | 0.978420308301691 | 0.0431593833966189 | 0.0215796916983094 |
407 | 0.981838484066815 | 0.0363230318663693 | 0.0181615159331847 |
408 | 0.986789292677768 | 0.0264214146444647 | 0.0132107073222324 |
409 | 0.989052777628367 | 0.0218944447432668 | 0.0109472223716334 |
410 | 0.989701306282758 | 0.0205973874344841 | 0.010298693717242 |
411 | 0.992634339462283 | 0.0147313210754341 | 0.00736566053771707 |
412 | 0.994780731375203 | 0.0104385372495949 | 0.00521926862479746 |
413 | 0.994989818487222 | 0.0100203630255565 | 0.00501018151277827 |
414 | 0.995048213929599 | 0.00990357214080258 | 0.00495178607040129 |
415 | 0.995223828705829 | 0.00955234258834094 | 0.00477617129417047 |
416 | 0.994578492140838 | 0.0108430157183231 | 0.00542150785916155 |
417 | 0.994573032861146 | 0.0108539342777087 | 0.00542696713885437 |
418 | 0.996220305576851 | 0.00755938884629828 | 0.00377969442314914 |
419 | 0.995540679979547 | 0.00891864004090567 | 0.00445932002045284 |
420 | 0.997024990792177 | 0.00595001841564604 | 0.00297500920782302 |
421 | 0.998504379906537 | 0.00299124018692552 | 0.00149562009346276 |
422 | 0.999258720239119 | 0.00148255952176207 | 0.000741279760881033 |
423 | 0.999554382650898 | 0.000891234698203666 | 0.000445617349101833 |
424 | 0.999553427287153 | 0.000893145425694452 | 0.000446572712847226 |
425 | 0.999445206101439 | 0.00110958779712095 | 0.000554793898560477 |
426 | 0.999468819597502 | 0.00106236080499571 | 0.000531180402497853 |
427 | 0.999464247280443 | 0.00107150543911415 | 0.000535752719557073 |
428 | 0.999197224663618 | 0.00160555067276484 | 0.000802775336382422 |
429 | 0.999157077701776 | 0.00168584459644811 | 0.000842922298224055 |
430 | 0.99875829740827 | 0.00248340518345996 | 0.00124170259172998 |
431 | 0.998321554913027 | 0.00335689017394592 | 0.00167844508697296 |
432 | 0.997745401978452 | 0.00450919604309615 | 0.00225459802154808 |
433 | 0.998259827709083 | 0.00348034458183428 | 0.00174017229091714 |
434 | 0.998879917256344 | 0.0022401654873128 | 0.0011200827436564 |
435 | 0.998897234481394 | 0.00220553103721267 | 0.00110276551860634 |
436 | 0.998463049153767 | 0.0030739016924655 | 0.00153695084623275 |
437 | 0.997790692997195 | 0.00441861400560905 | 0.00220930700280452 |
438 | 0.996819667623193 | 0.00636066475361467 | 0.00318033237680733 |
439 | 0.995642687099313 | 0.00871462580137384 | 0.00435731290068692 |
440 | 0.996462273901594 | 0.00707545219681134 | 0.00353772609840567 |
441 | 0.996938306331004 | 0.00612338733799216 | 0.00306169366899608 |
442 | 0.99681754419949 | 0.00636491160102104 | 0.00318245580051052 |
443 | 0.996355360783744 | 0.00728927843251195 | 0.00364463921625598 |
444 | 0.995881302189338 | 0.00823739562132314 | 0.00411869781066157 |
445 | 0.996238303370849 | 0.00752339325830217 | 0.00376169662915109 |
446 | 0.996401321125902 | 0.00719735774819542 | 0.00359867887409771 |
447 | 0.995063855434082 | 0.0098722891318364 | 0.0049361445659182 |
448 | 0.993003325114817 | 0.0139933497703654 | 0.0069966748851827 |
449 | 0.99396447280746 | 0.0120710543850805 | 0.00603552719254024 |
450 | 0.997913490407498 | 0.00417301918500482 | 0.00208650959250241 |
451 | 0.996824327713082 | 0.00635134457383494 | 0.00317567228691747 |
452 | 0.995028890381943 | 0.00994221923611359 | 0.00497110961805679 |
453 | 0.99318966990111 | 0.0136206601977799 | 0.00681033009888993 |
454 | 0.989599419595995 | 0.0208011608080105 | 0.0104005804040053 |
455 | 0.983749293670207 | 0.0325014126595859 | 0.016250706329793 |
456 | 0.976056425832651 | 0.0478871483346977 | 0.0239435741673488 |
457 | 0.990396626117757 | 0.0192067477644862 | 0.00960337388224311 |
458 | 0.993919248138875 | 0.0121615037222501 | 0.00608075186112504 |
459 | 0.991519057666285 | 0.01696188466743 | 0.00848094233371498 |
460 | 0.986123607438432 | 0.0277527851231365 | 0.0138763925615683 |
461 | 0.973543545841135 | 0.0529129083177309 | 0.0264564541588654 |
462 | 0.970601073827726 | 0.0587978523445486 | 0.0293989261722743 |
463 | 0.957760292492719 | 0.0844794150145621 | 0.0422397075072811 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 376 | 0.839285714285714 | NOK |
5% type I error level | 400 | 0.892857142857143 | NOK |
10% type I error level | 408 | 0.910714285714286 | NOK |