Multiple Linear Regression - Estimated Regression Equation |
werkloosheid[t] = + 17.8019868976959 + 0.980082170909412y1[t] -0.148206667705905y2[t] -0.108937670768296y3[t] + 0.208899350849263y4[t] + 0.0580280018739651t + 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) | 17.8019868976959 | 6.066996 | 2.9342 | 0.003555 | 0.001777 |
y1 | 0.980082170909412 | 0.051094 | 19.1818 | 0 | 0 |
y2 | -0.148206667705905 | 0.072142 | -2.0544 | 0.040648 | 0.020324 |
y3 | -0.108937670768296 | 0.072205 | -1.5087 | 0.132232 | 0.066116 |
y4 | 0.208899350849263 | 0.050912 | 4.1032 | 5e-05 | 2.5e-05 |
t | 0.0580280018739651 | 0.029955 | 1.9371 | 0.053496 | 0.026748 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.962043032235392 |
R-squared | 0.925526795872668 |
Adjusted R-squared | 0.924509402373661 |
F-TEST (value) | 909.70386264092 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 366 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 42.601047233946 |
Sum Squared Residuals | 664234.816506976 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 235.1 | 17.8600148995700 | 217.23998510043 |
2 | 280.7 | 248.335361282246 | 32.364638717754 |
3 | 264.6 | 258.241748699931 | 6.35825130006861 |
4 | 240.7 | 210.150983305148 | 30.5490166948515 |
5 | 201.4 | 233.31585436998 | -31.9158543699801 |
6 | 240.8 | 209.678499311381 | 31.1215006886188 |
7 | 241.1 | 253.416617670617 | -12.3166176706172 |
8 | 223.8 | 247.217883592048 | -23.4178835920479 |
9 | 206.1 | 217.774139320230 | -11.6741393202304 |
10 | 174.7 | 211.246641370550 | -36.5466413705504 |
11 | 203.3 | 185.100638733810 | 18.1993612661904 |
12 | 220.5 | 216.156944192565 | 4.34305580743522 |
13 | 299.5 | 228.556799189784 | 70.9432008102157 |
14 | 347.4 | 293.81710700832 | 53.5828929916799 |
15 | 338.3 | 333.213537745063 | 5.08646225493736 |
16 | 327.7 | 312.24071145246 | 15.4592885475398 |
17 | 351.6 | 314.543483406108 | 37.0565165938915 |
18 | 396.6 | 350.594077680071 | 46.0059223199288 |
19 | 438.8 | 390.467419232113 | 48.3325807678868 |
20 | 395.6 | 420.397671349234 | -24.7976713492342 |
21 | 363.5 | 371.952327491357 | -8.4523274913565 |
22 | 378.8 | 351.755546933728 | 27.0444530662719 |
23 | 357 | 385.087926166905 | -28.087926166905 |
24 | 369 | 355.985048102028 | 13.0149518979725 |
25 | 464.8 | 362.662551985787 | 102.137448014213 |
26 | 479.1 | 460.404973239054 | 18.6950267609458 |
27 | 431.3 | 454.418719620974 | -23.1187196209736 |
28 | 366.5 | 397.580027855772 | -31.0800278557717 |
29 | 326.3 | 359.667759018431 | -33.3677590184308 |
30 | 355.1 | 338.124757196958 | 16.975242803042 |
31 | 331.6 | 369.440831857991 | -37.8408318579912 |
32 | 261.3 | 333.041193243417 | -71.7411932434171 |
33 | 249 | 256.147142499181 | -7.14714249918093 |
34 | 205.5 | 263.145425106108 | -57.645425106108 |
35 | 235.6 | 225.142004196259 | 10.4579958037414 |
36 | 240.9 | 247.801804573460 | -6.90180457345953 |
37 | 264.9 | 250.762574046181 | 14.1374259538194 |
38 | 253.8 | 261.190933158970 | -7.39093315897046 |
39 | 232.3 | 252.523589844299 | -20.2235898442991 |
40 | 193.8 | 231.647607644218 | -37.8476076442183 |
41 | 177 | 203.381707987667 | -26.3817079876673 |
42 | 213.2 | 192.703689352032 | 20.4963106479680 |
43 | 207.2 | 230.433328239606 | -23.2333282396061 |
44 | 180.6 | 213.033309706281 | -32.4333097062806 |
45 | 188.6 | 180.457339192120 | 8.14266080788034 |
46 | 175.4 | 200.514104447599 | -25.1141044475990 |
47 | 199 | 188.093740389163 | 10.9062596108373 |
48 | 179.6 | 206.80981153948 | -27.2098115394799 |
49 | 225.8 | 187.465740128788 | 38.3342598712125 |
50 | 234 | 230.350373318829 | 3.64962668117117 |
51 | 200.2 | 238.641342567095 | -38.4413425670947 |
52 | 183.6 | 195.271730721071 | -11.6717307210712 |
53 | 178.2 | 192.827641163244 | -14.6276411632444 |
54 | 203.2 | 195.448524075058 | 7.75147592494209 |
55 | 208.5 | 215.556489631328 | -7.05648963132768 |
56 | 191.8 | 214.224320644425 | -22.4243206444250 |
57 | 172.8 | 193.277982789477 | -20.4779827894770 |
58 | 148 | 181.834615010920 | -33.8346150109204 |
59 | 159.4 | 163.328957521985 | -3.92895752198474 |
60 | 154.5 | 176.816644216747 | -22.3166442167474 |
61 | 213.2 | 169.115280138236 | 44.0847198617644 |
62 | 196.4 | 221.007750896431 | -24.6077508964307 |
63 | 182.8 | 198.815914219136 | -16.0159142191362 |
64 | 176.4 | 180.616448620841 | -4.21644862084103 |
65 | 153.6 | 190.510106173454 | -36.9101061734542 |
66 | 173.2 | 167.142826580093 | 6.05717341990745 |
67 | 171 | 187.645747076853 | -16.6457470768527 |
68 | 151.2 | 183.789566663772 | -32.5895666637721 |
69 | 161.9 | 157.869938804171 | 4.03006119582909 |
70 | 157.2 | 175.683428207688 | -18.4834282076883 |
71 | 201.7 | 171.246645971179 | 30.4533540288213 |
72 | 236.4 | 210.313061692703 | 26.0869383072969 |
73 | 356.1 | 240.531974418919 | 115.568025581081 |
74 | 398.3 | 346.933513611074 | 51.366486388926 |
75 | 403.7 | 376.126555038061 | 27.5734449619393 |
76 | 384.6 | 369.431673669161 | 15.1683263308393 |
77 | 365.8 | 370.377898791288 | -4.57789879128783 |
78 | 368.1 | 363.068418516938 | 5.03158148306228 |
79 | 367.9 | 371.375686871035 | -3.47568687103485 |
80 | 347 | 368.954873712226 | -21.9548737122263 |
81 | 343.3 | 344.380961236902 | -1.08096123690155 |
82 | 292.9 | 344.412460602571 | -51.5124606025711 |
83 | 311.5 | 297.85772931001 | 13.6422706899900 |
84 | 300.9 | 319.65197469227 | -18.7519746922698 |
85 | 366.9 | 311.282018671754 | 55.617981328246 |
86 | 356.9 | 365.041692672239 | -8.14169267223853 |
87 | 329.7 | 350.557526132369 | -20.8575261323689 |
88 | 316.2 | 316.035166372856 | 0.164833627143796 |
89 | 269 | 321.770040292788 | -52.7700402927881 |
90 | 289.3 | 278.443090978173 | 10.8569090218275 |
91 | 266.2 | 301.180737977498 | -34.9807379774983 |
92 | 253.6 | 277.911989300733 | -24.3119893007334 |
93 | 233.8 | 256.973071896474 | -23.1730718964736 |
94 | 228.4 | 246.249993944423 | -17.8499939444233 |
95 | 253.6 | 240.497109891026 | 13.1028901089741 |
96 | 260.1 | 265.578358665940 | -5.47835866594042 |
97 | 306.6 | 264.72416902787 | 41.8758309721298 |
98 | 309.2 | 305.519388838996 | 3.68061116100364 |
99 | 309.5 | 305.790189218318 | 3.70981078168231 |
100 | 271 | 302.049148625224 | -31.0491486252236 |
101 | 279.9 | 273.760132917267 | 6.13986708273337 |
102 | 317.9 | 288.757305957889 | 29.1426940421107 |
103 | 298.4 | 328.996187241572 | -30.5961872415725 |
104 | 246.7 | 295.298589260354 | -48.5985892603541 |
105 | 227.3 | 245.29597177984 | -17.9959717798398 |
106 | 209.1 | 244.065150298720 | -34.9651502987202 |
107 | 259.9 | 230.719432380698 | 29.1805676193023 |
108 | 266 | 274.576290391015 | -8.57629039101525 |
109 | 320.6 | 271.013939117484 | 49.586060882516 |
110 | 308.5 | 314.34439111752 | -5.84439111751982 |
111 | 282.2 | 304.398908026103 | -22.1989080261035 |
112 | 262.7 | 275.800364828533 | -13.1003648285329 |
113 | 263.5 | 273.368676231005 | -9.86867623100475 |
114 | 313.1 | 277.438178585801 | 35.6618214141985 |
115 | 284.3 | 322.619948583264 | -38.3199485832637 |
116 | 252.6 | 282.939871866558 | -30.3398718665585 |
117 | 250.3 | 250.961458091106 | -0.661458091106034 |
118 | 246.5 | 266.962261186416 | -20.4622611864159 |
119 | 312.7 | 261.073875133454 | 51.6261248665461 |
120 | 333.2 | 320.204975407659 | 12.9950245923412 |
121 | 446.4 | 330.476901153011 | 115.923098846989 |
122 | 511.6 | 430.436502875771 | 81.163497124229 |
123 | 515.5 | 489.214808412101 | 26.2851915878985 |
124 | 506.4 | 475.382774507536 | 31.017225492464 |
125 | 483.2 | 482.488719132125 | 0.711280867875072 |
126 | 522.3 | 474.3529022044 | 47.9470977956001 |
127 | 509.8 | 517.976578051912 | -8.17657805191241 |
128 | 460.7 | 500.615068079214 | -39.9150680792141 |
129 | 405.8 | 445.297716969016 | -39.4977169690164 |
130 | 375 | 408.355866675133 | -33.3558666751335 |
131 | 378.5 | 389.101507619159 | -10.6015076191593 |
132 | 406.8 | 392.878308583039 | 13.9216914169614 |
133 | 467.8 | 412.040644582717 | 55.7593554172827 |
134 | 469.8 | 460.874054460142 | 8.92594553985807 |
135 | 429.8 | 451.499851719004 | -21.6998517190042 |
136 | 355.8 | 411.324833261258 | -55.524833261258 |
137 | 332.7 | 357.31003238434 | -24.6100323843401 |
138 | 378 | 350.470761180874 | 27.5292388191261 |
139 | 360.5 | 398.055499151834 | -37.555499151834 |
140 | 334.7 | 361.306235347618 | -26.606235347618 |
141 | 319.5 | 328.911308534461 | -9.41130853446063 |
142 | 323.1 | 329.265369397241 | -6.16536939724067 |
143 | 363.6 | 334.259287829478 | 29.3407121705218 |
144 | 352.1 | 369.743349093209 | -17.6433490932092 |
145 | 411.9 | 348.960616339861 | 62.9393836601388 |
146 | 388.6 | 405.671996837677 | -17.0719968376772 |
147 | 416.4 | 383.744558451779 | 32.6554415482206 |
148 | 360.7 | 405.585270915772 | -44.8852709157719 |
149 | 338 | 361.963005545455 | -23.9630055454547 |
150 | 417.2 | 340.132457536757 | 77.0675424632425 |
151 | 388.4 | 433.052515046984 | -44.6525150469845 |
152 | 371.1 | 383.983399728496 | -12.8833997284960 |
153 | 331.5 | 357.98447941444 | -26.48447941444 |
154 | 353.7 | 341.477462305002 | 12.2225376949980 |
155 | 396.7 | 365.030618942051 | 31.6693810579486 |
156 | 447 | 404.641965262691 | 42.3580347373087 |
157 | 533.5 | 436.934409165268 | 96.5655908347322 |
158 | 565.4 | 514.267995311016 | 51.1320046889842 |
159 | 542.3 | 536.273875055212 | 6.02612494478764 |
160 | 488.7 | 510.048741035521 | -21.3487410355208 |
161 | 467.1 | 475.592620851609 | -8.49262085160936 |
162 | 531.3 | 471.605100837716 | 59.6948991622843 |
163 | 496.1 | 538.799152382984 | -42.699152382984 |
164 | 444 | 485.999468385202 | -41.9994683852024 |
165 | 403.4 | 428.706065544275 | -25.3060655442751 |
166 | 386.3 | 413.940269130271 | -27.6402691302712 |
167 | 394.1 | 401.578478215588 | -7.47847821558818 |
168 | 404.1 | 405.354694422273 | -1.25469442227272 |
169 | 462.1 | 407.439052650793 | 54.6609473492075 |
170 | 448.1 | 458.437887156838 | -10.3378871568382 |
171 | 432.3 | 436.718816267979 | -4.41881626797928 |
172 | 386.3 | 419.137047921299 | -32.8370479212987 |
173 | 395.2 | 390.094251151106 | 5.1057488488936 |
174 | 421.9 | 404.489141474795 | 17.4108585252049 |
175 | 382.9 | 431.106847209291 | -48.2068472092911 |
176 | 384.2 | 378.405637109046 | 5.79436289095364 |
177 | 345.5 | 384.468400386678 | -38.9684003866778 |
178 | 323.4 | 356.230761533979 | -32.8307615339787 |
179 | 372.6 | 332.075877943853 | 40.5241220561469 |
180 | 376 | 388.116773125608 | -12.1167731256077 |
181 | 462.7 | 378.538430103556 | 84.161569896444 |
182 | 487 | 453.089270597507 | 33.9107294024929 |
183 | 444.2 | 474.021237243549 | -29.8212372435494 |
184 | 399.3 | 419.795688042523 | -20.4956880425233 |
185 | 394.9 | 397.655660267339 | -2.75566026733894 |
186 | 455.4 | 409.794592631727 | 45.6054073682733 |
187 | 414 | 465.750110512674 | -51.7501105126741 |
188 | 375.5 | 407.36597814094 | -31.8659781409398 |
189 | 347 | 368.316712380607 | -21.3167123806072 |
190 | 339.4 | 363.296785514428 | -23.8967855144281 |
191 | 385.8 | 355.675746246429 | 30.1242537535713 |
192 | 378.8 | 397.398056262264 | -18.5980562622640 |
193 | 451.8 | 378.593014484853 | 73.2069855151468 |
194 | 446.1 | 444.592144646952 | 1.50785535304778 |
195 | 422.5 | 438.700111106895 | -16.2001111068954 |
196 | 383.1 | 407.058232459200 | -23.9582324592005 |
197 | 352.8 | 387.869297620479 | -35.0692976204785 |
198 | 445.3 | 365.450381281701 | 79.8496187182991 |
199 | 367.5 | 460.018791672413 | -92.5187916724126 |
200 | 355.1 | 365.187487015557 | -10.0874870155565 |
201 | 326.2 | 348.216589968873 | -22.0165899688732 |
202 | 319.8 | 349.586546650349 | -29.7865466503485 |
203 | 331.8 | 332.753679076557 | -0.953679076557101 |
204 | 340.9 | 346.079162537335 | -5.17916253733473 |
205 | 394.1 | 347.937468135387 | 46.1625318646132 |
206 | 417.2 | 396.142979058863 | 21.057020941137 |
207 | 369.9 | 412.47176989299 | -42.5717698929899 |
208 | 349.2 | 358.853837194697 | -9.6538371946972 |
209 | 321.4 | 354.231324911669 | -32.8313249116688 |
210 | 405.7 | 340.089273415732 | 65.6107265842683 |
211 | 342.9 | 419.262444277227 | -76.3624442772269 |
212 | 316.5 | 343.981740543161 | -27.4817405431608 |
213 | 284.2 | 312.482130365580 | -28.2821303655803 |
214 | 270.9 | 309.247661275358 | -38.347661275358 |
215 | 288.8 | 290.814747045987 | -2.01474704598674 |
216 | 278.8 | 308.391138491023 | -29.5911384910232 |
217 | 324.4 | 290.696867420654 | 33.7031325793455 |
218 | 310.9 | 332.200363420009 | -21.3003634200089 |
219 | 299 | 317.097733155101 | -18.0977331551013 |
220 | 273 | 300.437022041656 | -27.4370220416561 |
221 | 279.3 | 287.773041899684 | -8.47304189968402 |
222 | 359.2 | 296.335177984318 | 62.8648220156815 |
223 | 305 | 374.114546600177 | -69.1145466001767 |
224 | 282.1 | 303.092717741138 | -20.9927177411376 |
225 | 250.3 | 281.351611434810 | -31.0516114348097 |
226 | 246.5 | 276.232438980727 | -29.7324389807273 |
227 | 257.9 | 268.451454610757 | -10.5514546107572 |
228 | 266.5 | 278.926027494265 | -12.4260274942645 |
229 | 315.9 | 279.494169946025 | 36.4058300539749 |
230 | 318.4 | 324.657972868567 | -6.25797286856745 |
231 | 295.4 | 321.289385544118 | -25.8893855441175 |
232 | 266.4 | 294.85002042716 | -28.4500204271601 |
233 | 245.8 | 279.94170258493 | -34.1417025849297 |
234 | 362.8 | 267.135846034335 | 95.664153965665 |
235 | 324.9 | 383.271052770099 | -58.3710527700994 |
236 | 294.2 | 325.029821216114 | -30.8298212161140 |
237 | 289.5 | 283.567325169737 | 5.93267483026258 |
238 | 295.2 | 312.138873438391 | -16.9388734383907 |
239 | 290.3 | 313.907042248066 | -23.6070422480656 |
240 | 272 | 302.416686588098 | -30.4166865880984 |
241 | 307.4 | 283.662651861718 | 23.7373481382817 |
242 | 328.7 | 322.852291619409 | 5.84770838059113 |
243 | 292.9 | 339.509506380763 | -46.6095063807628 |
244 | 249.1 | 293.644538976205 | -44.5445389762048 |
245 | 230.4 | 261.155431228817 | -30.7554312288171 |
246 | 361.5 | 257.726899466798 | 103.773100533202 |
247 | 321.7 | 386.338037980244 | -64.638037980244 |
248 | 277.2 | 320.846244319849 | -43.6462443198487 |
249 | 260.7 | 265.001094592344 | -4.30109459234405 |
250 | 251 | 287.205387680042 | -36.205387680042 |
251 | 257.6 | 276.735560826631 | -19.1355608266306 |
252 | 241.8 | 277.201186288139 | -35.4011862881387 |
253 | 287.5 | 258.405608100225 | 29.0943918997754 |
254 | 292.3 | 302.849744332103 | -10.5497443321033 |
255 | 274.7 | 303.939072953927 | -29.2390729539269 |
256 | 254.2 | 277.757201445277 | -23.5572014452774 |
257 | 230 | 269.355781809256 | -39.3557818092558 |
258 | 339 | 251.654077852692 | 87.3459221473085 |
259 | 318.2 | 360.684257517977 | -42.4842575179773 |
260 | 287 | 322.555904525175 | -35.5559045251748 |
261 | 295.8 | 278.188497078661 | 17.6115029213386 |
262 | 284 | 316.531229011513 | -32.5312290115127 |
263 | 271 | 302.77381755115 | -31.7738175511498 |
264 | 262.7 | 284.363304760873 | -21.6633047608731 |
265 | 340.6 | 281.337116226915 | 59.2628837730849 |
266 | 379.4 | 357.924838064558 | 21.4751619354422 |
267 | 373.3 | 382.653245989763 | -9.35324598976338 |
268 | 355.2 | 360.762244877202 | -5.56224487720177 |
269 | 338.4 | 356.031324063969 | -17.6313240639691 |
270 | 466.9 | 351.07632688468 | 115.823673115320 |
271 | 451 | 480.262271666598 | -29.2622716665981 |
272 | 422 | 443.741510969339 | -21.7415109693394 |
273 | 429.2 | 400.225642243371 | 28.9743577566293 |
274 | 425.9 | 440.21393078861 | -14.3139307886098 |
275 | 460.7 | 435.808292392778 | 24.8917076072225 |
276 | 463.6 | 463.619829541568 | -0.0198295415681233 |
277 | 541.4 | 463.226073442564 | 78.173926557436 |
278 | 544.2 | 534.624296204304 | 9.57570379569627 |
279 | 517.5 | 532.849853701531 | -15.3498537015311 |
280 | 469.4 | 498.455166402237 | -29.0551664022367 |
281 | 439.4 | 471.275704029037 | -31.875704029037 |
282 | 549 | 452.553561612174 | 96.446438387826 |
283 | 533 | 564.137084873176 | -31.1370848731764 |
284 | 506.1 | 525.490418707132 | -19.3904187071319 |
285 | 484 | 483.348993753154 | 0.651006246845869 |
286 | 457 | 490.372336724591 | -33.3723367245909 |
287 | 481.5 | 466.83154719829 | 14.6684528017098 |
288 | 469.5 | 491.691298401638 | -22.1912984016383 |
289 | 544.7 | 474.68191845078 | 70.0180815492201 |
290 | 541.2 | 541.911350310759 | -0.71135031075916 |
291 | 521.5 | 533.819235447993 | -12.3192354479927 |
292 | 469.7 | 504.389462967955 | -34.6894629679549 |
293 | 434.4 | 472.689418902081 | -38.2894189020813 |
294 | 542.6 | 447.242576044182 | 95.3574239558182 |
295 | 517.3 | 560.10484444254 | -42.8048444425399 |
296 | 485.7 | 512.355345478756 | -26.6553454787558 |
297 | 465.8 | 466.031202510743 | -0.231202510743138 |
298 | 447 | 476.627958843355 | -29.6279588433546 |
299 | 426.6 | 459.367031539271 | -32.7670315392708 |
300 | 411.6 | 437.784308768916 | -26.1843087689162 |
301 | 467.5 | 424.055451356893 | 43.4445486431069 |
302 | 484.5 | 479.418193415899 | 5.08180658410117 |
303 | 451.2 | 485.225383902672 | -34.0253839026722 |
304 | 417.4 | 440.904056203576 | -23.5040562035757 |
305 | 379.9 | 422.596122172731 | -42.6961221727309 |
306 | 484.7 | 398.089367534983 | 86.6106324650168 |
307 | 455 | 503.143501975823 | -48.1435019758229 |
308 | 420.8 | 455.585395321215 | -34.7853953212146 |
309 | 416.5 | 407.275957555487 | 9.22404244451276 |
310 | 376.3 | 433.316401048814 | -57.0164010488138 |
311 | 405.6 | 392.133772071317 | 13.4662279286826 |
312 | 405.8 | 420.190189907873 | -14.3901899078734 |
313 | 500.8 | 419.58280613638 | 81.2171938636201 |
314 | 514 | 501.129371383455 | 12.8706286165446 |
315 | 475.5 | 506.143814055002 | -30.6438140550024 |
316 | 430.1 | 456.205051610328 | -26.1050516103278 |
317 | 414.4 | 435.880766836130 | -21.4807668361304 |
318 | 538 | 434.231659224364 | 103.768340775636 |
319 | 526 | 554.657833478808 | -28.6578334788082 |
320 | 488.5 | 516.862822203825 | -28.3628222038251 |
321 | 520.2 | 465.201832893772 | 54.9981671062279 |
322 | 504.4 | 529.013427566635 | -24.6134275666345 |
323 | 568.5 | 510.466376345482 | 58.0336236545176 |
324 | 610.6 | 564.402287032201 | 46.1977129677994 |
325 | 818 | 604.565051649473 | 213.434948350527 |
326 | 830.9 | 791.369106747874 | 39.5308932521256 |
327 | 835.9 | 782.136304322368 | 53.7636956776323 |
328 | 782 | 771.383866918792 | 10.616133081208 |
329 | 762.3 | 759.794861983345 | 2.50513801665464 |
330 | 856.9 | 750.683723879766 | 106.216276120234 |
331 | 820.9 | 853.293433812134 | -32.3934338121343 |
332 | 769.6 | 794.934549999651 | -25.3345499996510 |
333 | 752.2 | 735.628981804873 | 16.5710181951267 |
334 | 724.4 | 749.920216824235 | -25.5202168242355 |
335 | 723.1 | 723.37888237275 | -0.278882372750559 |
336 | 719.5 | 717.461927687468 | 2.03807231253237 |
337 | 817.4 | 713.577947084667 | 103.822052915333 |
338 | 803.3 | 804.453780640703 | -1.15378064070277 |
339 | 752.5 | 776.303823723008 | -23.8038237230077 |
340 | 689 | 717.246355826063 | -28.2463558260633 |
341 | 630.4 | 684.585332300625 | -54.1853323006254 |
342 | 765.5 | 639.210221314588 | 126.289778685412 |
343 | 757.7 | 776.667716404533 | -18.9677164045333 |
344 | 732.2 | 742.17702139434 | -9.97702139434015 |
345 | 702.6 | 691.439984765567 | 11.1600152344335 |
346 | 683.3 | 695.338866666751 | -12.0388666667507 |
347 | 709.5 | 682.016721802135 | 27.483278197865 |
348 | 702.2 | 708.510912976645 | -6.31091297664488 |
349 | 784.8 | 693.450402697675 | 91.3495973023245 |
350 | 810.9 | 768.6592022454 | 42.2407977546003 |
351 | 755.6 | 788.32391214436 | -32.7239121443608 |
352 | 656.8 | 719.79198520116 | -62.9919852011595 |
353 | 615.1 | 645.625536614417 | -30.5255366144166 |
354 | 745.3 | 630.933483109364 | 114.366516890636 |
355 | 694.1 | 763.989335576923 | -69.8893355769229 |
356 | 675.7 | 678.474093300057 | -2.77409330005700 |
357 | 643.7 | 645.192003079294 | -1.49200307929375 |
358 | 622.1 | 649.390708521766 | -27.2907085217660 |
359 | 634.6 | 624.33038137724 | 10.2696186227601 |
360 | 588 | 639.482957946888 | -51.4829579468881 |
361 | 689.7 | 587.684847899478 | 102.015152100522 |
362 | 673.9 | 688.449716534987 | -14.5497165349871 |
363 | 647.9 | 665.63756547422 | -17.7375654742201 |
364 | 568.8 | 621.741451515491 | -52.9414515154913 |
365 | 545.7 | 571.094632338293 | -25.3946323382934 |
366 | 632.6 | 559.767679304254 | 72.8323206957456 |
367 | 643.8 | 651.604008617854 | -7.80400861785405 |
368 | 593.1 | 635.752319052841 | -42.6523190528411 |
369 | 579.7 | 570.168007716919 | 9.53199228308108 |
370 | 546 | 581.540264357492 | -35.5402643574922 |
371 | 562.9 | 558.418305184442 | 4.48169481555754 |
372 | 572.5 | 570.902854276612 | 1.59714572338804 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
9 | 0.146604291473688 | 0.293208582947376 | 0.853395708526312 |
10 | 0.114540300331842 | 0.229080600663683 | 0.885459699668158 |
11 | 0.0666417679592995 | 0.133283535918599 | 0.9333582320407 |
12 | 0.0419288630549436 | 0.0838577261098872 | 0.958071136945056 |
13 | 0.294121553743431 | 0.588243107486862 | 0.70587844625657 |
14 | 0.495715989035987 | 0.991431978071974 | 0.504284010964013 |
15 | 0.456422559152315 | 0.912845118304631 | 0.543577440847685 |
16 | 0.405651939164717 | 0.811303878329434 | 0.594348060835283 |
17 | 0.476630702635416 | 0.953261405270833 | 0.523369297364584 |
18 | 0.634707425223853 | 0.730585149552294 | 0.365292574776147 |
19 | 0.734266874279978 | 0.531466251440045 | 0.265733125720022 |
20 | 0.667736907575842 | 0.664526184848315 | 0.332263092424158 |
21 | 0.596624077697828 | 0.806751844604345 | 0.403375922302173 |
22 | 0.535489813196544 | 0.929020373606912 | 0.464510186803456 |
23 | 0.494683258938755 | 0.98936651787751 | 0.505316741061245 |
24 | 0.432125642189338 | 0.864251284378676 | 0.567874357810662 |
25 | 0.490520404212463 | 0.981040808424926 | 0.509479595787537 |
26 | 0.426245849254783 | 0.852491698509566 | 0.573754150745217 |
27 | 0.401477031289077 | 0.802954062578154 | 0.598522968710923 |
28 | 0.479173230955888 | 0.958346461911776 | 0.520826769044112 |
29 | 0.554003733239327 | 0.891992533521346 | 0.445996266760673 |
30 | 0.523178734107111 | 0.953642531785777 | 0.476821265892889 |
31 | 0.687255670881855 | 0.625488658236289 | 0.312744329118145 |
32 | 0.88108905293464 | 0.237821894130721 | 0.118910947065361 |
33 | 0.879617207093771 | 0.240765585812457 | 0.120382792906229 |
34 | 0.92720081576774 | 0.145598368464518 | 0.0727991842322592 |
35 | 0.907211190899994 | 0.185577618200012 | 0.0927888091000062 |
36 | 0.890827897147838 | 0.218344205704325 | 0.109172102852162 |
37 | 0.865795581235737 | 0.268408837528526 | 0.134204418764263 |
38 | 0.840671991186796 | 0.318656017626408 | 0.159328008813204 |
39 | 0.814564224758491 | 0.370871550483018 | 0.185435775241509 |
40 | 0.802162316516506 | 0.395675366966988 | 0.197837683483494 |
41 | 0.773595593342277 | 0.452808813315446 | 0.226404406657723 |
42 | 0.74593580133666 | 0.50812839732668 | 0.25406419866334 |
43 | 0.714250190847187 | 0.571499618305627 | 0.285749809152814 |
44 | 0.682101545758756 | 0.635796908482488 | 0.317898454241244 |
45 | 0.644301428910555 | 0.71139714217889 | 0.355698571089445 |
46 | 0.607020831525039 | 0.785958336949923 | 0.392979168474961 |
47 | 0.573406340322708 | 0.853187319354584 | 0.426593659677292 |
48 | 0.536027624297569 | 0.927944751404863 | 0.463972375702431 |
49 | 0.554051708658135 | 0.891896582683731 | 0.445948291341865 |
50 | 0.511318644043112 | 0.977362711913776 | 0.488681355956888 |
51 | 0.479161567711871 | 0.958323135423743 | 0.520838432288129 |
52 | 0.434640119848723 | 0.869280239697446 | 0.565359880151277 |
53 | 0.391283569836697 | 0.782567139673394 | 0.608716430163303 |
54 | 0.359193644867678 | 0.718387289735357 | 0.640806355132322 |
55 | 0.319302140083009 | 0.638604280166018 | 0.680697859916991 |
56 | 0.282352751183483 | 0.564705502366967 | 0.717647248816517 |
57 | 0.247455503078256 | 0.494911006156512 | 0.752544496921744 |
58 | 0.221669328617473 | 0.443338657234946 | 0.778330671382527 |
59 | 0.192968829332869 | 0.385937658665737 | 0.807031170667131 |
60 | 0.166509550579065 | 0.333019101158130 | 0.833490449420935 |
61 | 0.19551599144727 | 0.39103198289454 | 0.80448400855273 |
62 | 0.169710153783037 | 0.339420307566073 | 0.830289846216963 |
63 | 0.145215039035203 | 0.290430078070405 | 0.854784960964797 |
64 | 0.124509181090377 | 0.249018362180755 | 0.875490818909623 |
65 | 0.109124566836683 | 0.218249133673365 | 0.890875433163317 |
66 | 0.0967820087284424 | 0.193564017456885 | 0.903217991271558 |
67 | 0.0804758257694432 | 0.160951651538886 | 0.919524174230557 |
68 | 0.0681744600849174 | 0.136348920169835 | 0.931825539915083 |
69 | 0.0589375006719964 | 0.117875001343993 | 0.941062499328004 |
70 | 0.0481209911302236 | 0.0962419822604473 | 0.951879008869776 |
71 | 0.0529479429571146 | 0.105895885914229 | 0.947052057042885 |
72 | 0.0541731815576487 | 0.108346363115297 | 0.945826818442351 |
73 | 0.251834040771211 | 0.503668081542422 | 0.748165959228789 |
74 | 0.283667097300889 | 0.567334194601777 | 0.716332902699111 |
75 | 0.283462934034626 | 0.566925868069252 | 0.716537065965374 |
76 | 0.267016073912030 | 0.534032147824061 | 0.73298392608797 |
77 | 0.243926088744005 | 0.487852177488009 | 0.756073911255995 |
78 | 0.231391710334615 | 0.462783420669229 | 0.768608289665385 |
79 | 0.209918720025296 | 0.419837440050592 | 0.790081279974704 |
80 | 0.184748734400999 | 0.369497468801998 | 0.815251265599001 |
81 | 0.166175637427963 | 0.332351274855927 | 0.833824362572037 |
82 | 0.159118094560523 | 0.318236189121045 | 0.840881905439477 |
83 | 0.155433115983308 | 0.310866231966616 | 0.844566884016692 |
84 | 0.134938364609309 | 0.269876729218619 | 0.86506163539069 |
85 | 0.178263161473359 | 0.356526322946718 | 0.82173683852664 |
86 | 0.155497433389097 | 0.310994866778193 | 0.844502566610904 |
87 | 0.135848316130835 | 0.271696632261669 | 0.864151683869166 |
88 | 0.118878095994602 | 0.237756191989204 | 0.881121904005398 |
89 | 0.115682043261868 | 0.231364086523736 | 0.884317956738132 |
90 | 0.107693528471138 | 0.215387056942275 | 0.892306471528862 |
91 | 0.0969163653265741 | 0.193832730653148 | 0.903083634673426 |
92 | 0.0836836992458203 | 0.167367398491641 | 0.91631630075418 |
93 | 0.0720034401661245 | 0.144006880332249 | 0.927996559833876 |
94 | 0.0609411846275302 | 0.121882369255060 | 0.93905881537247 |
95 | 0.0541275175963351 | 0.108255035192670 | 0.945872482403665 |
96 | 0.0450758028774773 | 0.0901516057549545 | 0.954924197122523 |
97 | 0.0483658035470906 | 0.0967316070941811 | 0.95163419645291 |
98 | 0.0403594705418486 | 0.0807189410836972 | 0.959640529458151 |
99 | 0.0336936526697702 | 0.0673873053395403 | 0.96630634733023 |
100 | 0.0294533839198035 | 0.0589067678396069 | 0.970546616080197 |
101 | 0.0253694426548664 | 0.0507388853097327 | 0.974630557345134 |
102 | 0.0252685295720306 | 0.0505370591440611 | 0.97473147042797 |
103 | 0.0219801086154229 | 0.0439602172308459 | 0.978019891384577 |
104 | 0.0216935726648243 | 0.0433871453296487 | 0.978306427335176 |
105 | 0.0177481348402632 | 0.0354962696805263 | 0.982251865159737 |
106 | 0.0153106966527413 | 0.0306213933054825 | 0.984689303347259 |
107 | 0.0154946465298484 | 0.0309892930596969 | 0.984505353470152 |
108 | 0.0124869886941154 | 0.0249739773882308 | 0.987513011305885 |
109 | 0.0148096091545131 | 0.0296192183090262 | 0.985190390845487 |
110 | 0.0119443789271423 | 0.0238887578542847 | 0.988055621072858 |
111 | 0.00984372083427582 | 0.0196874416685516 | 0.990156279165724 |
112 | 0.00785762101295781 | 0.0157152420259156 | 0.992142378987042 |
113 | 0.00626627429247942 | 0.0125325485849588 | 0.99373372570752 |
114 | 0.00674961366734335 | 0.0134992273346867 | 0.993250386332657 |
115 | 0.00622384618375154 | 0.0124476923675031 | 0.993776153816248 |
116 | 0.00525542158590947 | 0.0105108431718189 | 0.99474457841409 |
117 | 0.00420840123054973 | 0.00841680246109946 | 0.99579159876945 |
118 | 0.00334519916536459 | 0.00669039833072918 | 0.996654800834635 |
119 | 0.00455542432522513 | 0.00911084865045026 | 0.995444575674775 |
120 | 0.00371089400184943 | 0.00742178800369886 | 0.99628910599815 |
121 | 0.0198519715685081 | 0.0397039431370162 | 0.980148028431492 |
122 | 0.0328870591801498 | 0.0657741183602995 | 0.96711294081985 |
123 | 0.0295063220838097 | 0.0590126441676194 | 0.97049367791619 |
124 | 0.0282312924146349 | 0.0564625848292699 | 0.971768707585365 |
125 | 0.023827186605643 | 0.047654373211286 | 0.976172813394357 |
126 | 0.0309574802860028 | 0.0619149605720056 | 0.969042519713997 |
127 | 0.0257334138892212 | 0.0514668277784424 | 0.974266586110779 |
128 | 0.0235222530581351 | 0.0470445061162701 | 0.976477746941865 |
129 | 0.0209611444613555 | 0.041922288922711 | 0.979038855538644 |
130 | 0.0181241797598649 | 0.0362483595197299 | 0.981875820240135 |
131 | 0.0152732648230607 | 0.0305465296461214 | 0.98472673517694 |
132 | 0.0134608256407687 | 0.0269216512815374 | 0.986539174359231 |
133 | 0.0168512286202337 | 0.0337024572404674 | 0.983148771379766 |
134 | 0.0140530504649830 | 0.0281061009299661 | 0.985946949535017 |
135 | 0.0120448377565645 | 0.0240896755131289 | 0.987955162243435 |
136 | 0.0126577967021867 | 0.0253155934043733 | 0.987342203297813 |
137 | 0.0106656970019651 | 0.0213313940039303 | 0.989334302998035 |
138 | 0.0107152293360649 | 0.0214304586721298 | 0.989284770663935 |
139 | 0.0101719723443481 | 0.0203439446886962 | 0.989828027655652 |
140 | 0.00875700640586703 | 0.0175140128117341 | 0.991242993594133 |
141 | 0.0070699187317043 | 0.0141398374634086 | 0.992930081268296 |
142 | 0.00568366114129654 | 0.0113673222825931 | 0.994316338858704 |
143 | 0.00529159303154143 | 0.0105831860630829 | 0.994708406968459 |
144 | 0.00442836980835449 | 0.00885673961670898 | 0.995571630191646 |
145 | 0.00635383517428878 | 0.0127076703485776 | 0.993646164825711 |
146 | 0.0053854545024954 | 0.0107709090049908 | 0.994614545497505 |
147 | 0.00514328096828008 | 0.0102865619365602 | 0.99485671903172 |
148 | 0.00516661423977771 | 0.0103332284795554 | 0.994833385760222 |
149 | 0.00428277209077275 | 0.0085655441815455 | 0.995717227909227 |
150 | 0.00903877277252873 | 0.0180775455450575 | 0.990961227227471 |
151 | 0.00931004477828613 | 0.0186200895565723 | 0.990689955221714 |
152 | 0.00764200690793156 | 0.0152840138158631 | 0.992357993092069 |
153 | 0.0065235668984184 | 0.0130471337968368 | 0.993476433101582 |
154 | 0.00556471098123557 | 0.0111294219624711 | 0.994435289018764 |
155 | 0.00528438215321122 | 0.0105687643064224 | 0.99471561784679 |
156 | 0.00541890842605743 | 0.0108378168521149 | 0.994581091573943 |
157 | 0.0137608654008923 | 0.0275217308017847 | 0.986239134599108 |
158 | 0.0156771629278427 | 0.0313543258556854 | 0.984322837072157 |
159 | 0.0135145819852754 | 0.0270291639705508 | 0.986485418014725 |
160 | 0.0113319983385595 | 0.0226639966771191 | 0.98866800166144 |
161 | 0.00934844621228789 | 0.0186968924245758 | 0.990651553787712 |
162 | 0.0140928859197395 | 0.0281857718394791 | 0.98590711408026 |
163 | 0.0137649947253457 | 0.0275299894506914 | 0.986235005274654 |
164 | 0.0129322279900680 | 0.0258644559801361 | 0.987067772009932 |
165 | 0.0109141138549449 | 0.0218282277098897 | 0.989085886145055 |
166 | 0.00935192197211679 | 0.0187038439442336 | 0.990648078027883 |
167 | 0.0076398687041181 | 0.0152797374082362 | 0.992360131295882 |
168 | 0.006191883511963 | 0.012383767023926 | 0.993808116488037 |
169 | 0.00764159951397387 | 0.0152831990279477 | 0.992358400486026 |
170 | 0.00643921991744378 | 0.0128784398348876 | 0.993560780082556 |
171 | 0.00524051283708657 | 0.0104810256741731 | 0.994759487162913 |
172 | 0.00462140510363361 | 0.00924281020726722 | 0.995378594896366 |
173 | 0.00379441283291785 | 0.00758882566583569 | 0.996205587167082 |
174 | 0.00324006193672496 | 0.00648012387344993 | 0.996759938063275 |
175 | 0.00342988487866559 | 0.00685976975733118 | 0.996570115121334 |
176 | 0.00277333669279200 | 0.00554667338558401 | 0.997226663307208 |
177 | 0.00259241892164738 | 0.00518483784329476 | 0.997407581078353 |
178 | 0.00228215183803072 | 0.00456430367606145 | 0.99771784816197 |
179 | 0.00238379982971354 | 0.00476759965942708 | 0.997616200170286 |
180 | 0.00193574552835693 | 0.00387149105671387 | 0.998064254471643 |
181 | 0.00422226758522481 | 0.00844453517044963 | 0.995777732414775 |
182 | 0.00424334374454044 | 0.00848668748908087 | 0.99575665625546 |
183 | 0.0038981296069057 | 0.0077962592138114 | 0.996101870393094 |
184 | 0.00319437695451645 | 0.0063887539090329 | 0.996805623045484 |
185 | 0.00255838118636969 | 0.00511676237273938 | 0.99744161881363 |
186 | 0.00296819967166661 | 0.00593639934333321 | 0.997031800328333 |
187 | 0.0032645049839409 | 0.0065290099678818 | 0.99673549501606 |
188 | 0.00284189194167094 | 0.00568378388334188 | 0.997158108058329 |
189 | 0.00231886776907379 | 0.00463773553814759 | 0.997681132230926 |
190 | 0.00191808866908315 | 0.00383617733816629 | 0.998081911330917 |
191 | 0.00178011710053591 | 0.00356023420107183 | 0.998219882899464 |
192 | 0.00148225331838847 | 0.00296450663677694 | 0.998517746681612 |
193 | 0.00271284123101134 | 0.00542568246202268 | 0.997287158768989 |
194 | 0.0022958507919687 | 0.0045917015839374 | 0.997704149208031 |
195 | 0.00188688193205525 | 0.00377376386411049 | 0.998113118067945 |
196 | 0.001545961016168 | 0.003091922032336 | 0.998454038983832 |
197 | 0.00134159752170372 | 0.00268319504340744 | 0.998658402478296 |
198 | 0.00302542515397728 | 0.00605085030795457 | 0.996974574846023 |
199 | 0.00642591512984922 | 0.0128518302596984 | 0.99357408487015 |
200 | 0.00523107922402808 | 0.0104621584480562 | 0.994768920775972 |
201 | 0.00434083951424506 | 0.00868167902849011 | 0.995659160485755 |
202 | 0.00376734913269203 | 0.00753469826538407 | 0.996232650867308 |
203 | 0.00301489650742065 | 0.00602979301484129 | 0.99698510349258 |
204 | 0.00241307840344463 | 0.00482615680688925 | 0.997586921596555 |
205 | 0.00270625075223347 | 0.00541250150446694 | 0.997293749247766 |
206 | 0.00245721532432728 | 0.00491443064865455 | 0.997542784675673 |
207 | 0.00241280487486663 | 0.00482560974973325 | 0.997587195125133 |
208 | 0.00192015354874446 | 0.00384030709748891 | 0.998079846451255 |
209 | 0.00165624306041132 | 0.00331248612082264 | 0.998343756939589 |
210 | 0.00261291006687959 | 0.00522582013375919 | 0.99738708993312 |
211 | 0.003961747834505 | 0.00792349566901 | 0.996038252165495 |
212 | 0.00340686347151711 | 0.00681372694303421 | 0.996593136528483 |
213 | 0.00289463439447922 | 0.00578926878895844 | 0.997105365605521 |
214 | 0.00269111808677884 | 0.00538223617355768 | 0.997308881913221 |
215 | 0.00212974107169737 | 0.00425948214339474 | 0.997870258928303 |
216 | 0.00185731638739367 | 0.00371463277478735 | 0.998142683612606 |
217 | 0.00175691808728405 | 0.00351383617456811 | 0.998243081912716 |
218 | 0.00146037392207476 | 0.00292074784414952 | 0.998539626077925 |
219 | 0.00118656781675679 | 0.00237313563351359 | 0.998813432183243 |
220 | 0.000996707932414035 | 0.00199341586482807 | 0.999003292067586 |
221 | 0.000774216921398102 | 0.00154843384279620 | 0.999225783078602 |
222 | 0.00113226598431747 | 0.00226453196863494 | 0.998867734015683 |
223 | 0.00158496335869314 | 0.00316992671738628 | 0.998415036641307 |
224 | 0.00129707298387090 | 0.00259414596774180 | 0.99870292701613 |
225 | 0.00111243450096140 | 0.00222486900192280 | 0.998887565499039 |
226 | 0.00096192206805405 | 0.0019238441361081 | 0.999038077931946 |
227 | 0.00075049399487784 | 0.00150098798975568 | 0.999249506005122 |
228 | 0.000585607433703746 | 0.00117121486740749 | 0.999414392566296 |
229 | 0.00056726852580108 | 0.00113453705160216 | 0.999432731474199 |
230 | 0.000440137570804742 | 0.000880275141609483 | 0.999559862429195 |
231 | 0.000361577559156193 | 0.000723155118312387 | 0.999638422440844 |
232 | 0.000298622342344139 | 0.000597244684688278 | 0.999701377657656 |
233 | 0.000262410025189575 | 0.00052482005037915 | 0.99973758997481 |
234 | 0.000845190026119285 | 0.00169038005223857 | 0.99915480997388 |
235 | 0.000967611073376088 | 0.00193522214675218 | 0.999032388926624 |
236 | 0.000829634421355041 | 0.00165926884271008 | 0.999170365578645 |
237 | 0.000648043502123845 | 0.00129608700424769 | 0.999351956497876 |
238 | 0.000509931697912997 | 0.00101986339582599 | 0.999490068302087 |
239 | 0.000411571748227856 | 0.000823143496455712 | 0.999588428251772 |
240 | 0.000347650313680703 | 0.000695300627361406 | 0.99965234968632 |
241 | 0.000292454552447511 | 0.000584909104895022 | 0.999707545447552 |
242 | 0.000223239943509861 | 0.000446479887019721 | 0.99977676005649 |
243 | 0.000220149807268416 | 0.000440299614536833 | 0.999779850192732 |
244 | 0.000214698700352976 | 0.000429397400705952 | 0.999785301299647 |
245 | 0.000186558154520236 | 0.000373116309040473 | 0.99981344184548 |
246 | 0.000728474759902484 | 0.00145694951980497 | 0.999271525240097 |
247 | 0.000909963708509197 | 0.00181992741701839 | 0.99909003629149 |
248 | 0.00087117687440302 | 0.00174235374880604 | 0.999128823125597 |
249 | 0.000668690363093293 | 0.00133738072618659 | 0.999331309636907 |
250 | 0.000623317971760441 | 0.00124663594352088 | 0.99937668202824 |
251 | 0.000504409171090765 | 0.00100881834218153 | 0.99949559082891 |
252 | 0.000459975839298773 | 0.000919951678597546 | 0.999540024160701 |
253 | 0.000394318924272244 | 0.000788637848544488 | 0.999605681075728 |
254 | 0.00029952819943687 | 0.00059905639887374 | 0.999700471800563 |
255 | 0.000251826127600951 | 0.000503652255201901 | 0.9997481738724 |
256 | 0.000204306371988276 | 0.000408612743976551 | 0.999795693628012 |
257 | 0.000200846999584092 | 0.000401693999168184 | 0.999799153000416 |
258 | 0.000454119273598555 | 0.00090823854719711 | 0.999545880726401 |
259 | 0.000430684348049088 | 0.000861368696098176 | 0.99956931565195 |
260 | 0.000385657933452338 | 0.000771315866904676 | 0.999614342066548 |
261 | 0.000303487273117512 | 0.000606974546235023 | 0.999696512726882 |
262 | 0.000275421982247682 | 0.000550843964495364 | 0.999724578017752 |
263 | 0.000251233732289772 | 0.000502467464579544 | 0.99974876626771 |
264 | 0.00021010786915934 | 0.00042021573831868 | 0.99978989213084 |
265 | 0.000252705564979055 | 0.00050541112995811 | 0.99974729443502 |
266 | 0.000201917753217694 | 0.000403835506435388 | 0.999798082246782 |
267 | 0.000149594202558766 | 0.000299188405117533 | 0.999850405797441 |
268 | 0.000109719204261105 | 0.000219438408522211 | 0.99989028079574 |
269 | 8.58385859767285e-05 | 0.000171677171953457 | 0.999914161414023 |
270 | 0.000488163298489243 | 0.000976326596978487 | 0.99951183670151 |
271 | 0.000397349588942063 | 0.000794699177884126 | 0.999602650411058 |
272 | 0.000311326508364906 | 0.000622653016729811 | 0.999688673491635 |
273 | 0.000268295966378798 | 0.000536591932757597 | 0.999731704033621 |
274 | 0.000207467293645794 | 0.000414934587291588 | 0.999792532706354 |
275 | 0.000170119762324615 | 0.00034023952464923 | 0.999829880237675 |
276 | 0.000124622181084811 | 0.000249244362169622 | 0.999875377818915 |
277 | 0.000257645758276209 | 0.000515291516552419 | 0.999742354241724 |
278 | 0.000197099546204268 | 0.000394199092408536 | 0.999802900453796 |
279 | 0.000145487078415889 | 0.000290974156831777 | 0.999854512921584 |
280 | 0.000117053086720223 | 0.000234106173440445 | 0.99988294691328 |
281 | 0.000103861595598615 | 0.000207723191197230 | 0.999896138404401 |
282 | 0.000320334493313174 | 0.000640668986626349 | 0.999679665506687 |
283 | 0.000261357003474629 | 0.000522714006949258 | 0.999738642996525 |
284 | 0.000198647461386133 | 0.000397294922772265 | 0.999801352538614 |
285 | 0.000144369532733783 | 0.000288739065467566 | 0.999855630467266 |
286 | 0.000128910907306776 | 0.000257821814613552 | 0.999871089092693 |
287 | 9.6640115121553e-05 | 0.000193280230243106 | 0.999903359884878 |
288 | 7.63505820137687e-05 | 0.000152701164027537 | 0.999923649417986 |
289 | 0.000120947078482929 | 0.000241894156965859 | 0.999879052921517 |
290 | 8.62123730433333e-05 | 0.000172424746086667 | 0.999913787626957 |
291 | 6.20299583030244e-05 | 0.000124059916606049 | 0.999937970041697 |
292 | 5.34465582065765e-05 | 0.000106893116413153 | 0.999946553441794 |
293 | 5.32971140920962e-05 | 0.000106594228184192 | 0.999946702885908 |
294 | 0.00014848019930595 | 0.0002969603986119 | 0.999851519800694 |
295 | 0.000142358053545062 | 0.000284716107090125 | 0.999857641946455 |
296 | 0.000115392664637309 | 0.000230785329274618 | 0.999884607335363 |
297 | 8.1855206546367e-05 | 0.000163710413092734 | 0.999918144793454 |
298 | 7.3541777115596e-05 | 0.000147083554231192 | 0.999926458222884 |
299 | 7.09391910080895e-05 | 0.000141878382016179 | 0.999929060808992 |
300 | 6.42594798442463e-05 | 0.000128518959688493 | 0.999935740520156 |
301 | 5.53002550535818e-05 | 0.000110600510107164 | 0.999944699744946 |
302 | 3.86147161964580e-05 | 7.72294323929161e-05 | 0.999961385283804 |
303 | 3.58757380528228e-05 | 7.17514761056455e-05 | 0.999964124261947 |
304 | 3.01571580008087e-05 | 6.03143160016174e-05 | 0.999969842842 |
305 | 3.95112086595528e-05 | 7.90224173191056e-05 | 0.99996048879134 |
306 | 6.61265796806808e-05 | 0.000132253159361362 | 0.99993387342032 |
307 | 8.53604039863649e-05 | 0.000170720807972730 | 0.999914639596014 |
308 | 9.35670453497874e-05 | 0.000187134090699575 | 0.99990643295465 |
309 | 6.65735112226914e-05 | 0.000133147022445383 | 0.999933426488777 |
310 | 0.000158145078001776 | 0.000316290156003552 | 0.999841854921998 |
311 | 0.000128056456979510 | 0.000256112913959021 | 0.99987194354302 |
312 | 0.000138105140344139 | 0.000276210280688278 | 0.999861894859656 |
313 | 0.000159763979569184 | 0.000319527959138368 | 0.99984023602043 |
314 | 0.000115035517634024 | 0.000230071035268048 | 0.999884964482366 |
315 | 0.000140619360641247 | 0.000281238721282493 | 0.999859380639359 |
316 | 0.000193578097620351 | 0.000387156195240702 | 0.99980642190238 |
317 | 0.000402881177074673 | 0.000805762354149347 | 0.999597118822925 |
318 | 0.000512150388782817 | 0.00102430077756563 | 0.999487849611217 |
319 | 0.000967414655766044 | 0.00193482931153209 | 0.999032585344234 |
320 | 0.00297728687026869 | 0.00595457374053737 | 0.997022713129731 |
321 | 0.00295214944378742 | 0.00590429888757483 | 0.997047850556213 |
322 | 0.0222789964671589 | 0.0445579929343178 | 0.977721003532841 |
323 | 0.0648974350937434 | 0.129794870187487 | 0.935102564906257 |
324 | 0.357307191726321 | 0.714614383452643 | 0.642692808273679 |
325 | 0.466869004783773 | 0.933738009567546 | 0.533130995216227 |
326 | 0.493779982811944 | 0.987559965623888 | 0.506220017188056 |
327 | 0.456981884563261 | 0.913963769126522 | 0.543018115436739 |
328 | 0.419165132762720 | 0.838330265525441 | 0.58083486723728 |
329 | 0.382076364708755 | 0.76415272941751 | 0.617923635291245 |
330 | 0.508305877293667 | 0.983388245412665 | 0.491694122706333 |
331 | 0.46224727178682 | 0.92449454357364 | 0.53775272821318 |
332 | 0.420709847812329 | 0.841419695624658 | 0.579290152187671 |
333 | 0.373120738075065 | 0.74624147615013 | 0.626879261924935 |
334 | 0.361947122070978 | 0.723894244141955 | 0.638052877929022 |
335 | 0.363866194804809 | 0.727732389609618 | 0.636133805195191 |
336 | 0.403928933588848 | 0.807857867177696 | 0.596071066411152 |
337 | 0.417192383086636 | 0.834384766173272 | 0.582807616913364 |
338 | 0.364216363305531 | 0.728432726611061 | 0.63578363669447 |
339 | 0.32060841500565 | 0.6412168300113 | 0.67939158499435 |
340 | 0.304515282737544 | 0.609030565475087 | 0.695484717262456 |
341 | 0.548308816008495 | 0.903382367983011 | 0.451691183991505 |
342 | 0.549110971471709 | 0.901778057056583 | 0.450889028528291 |
343 | 0.561715457238953 | 0.876569085522094 | 0.438284542761047 |
344 | 0.569489510183348 | 0.861020979633304 | 0.430510489816652 |
345 | 0.547064899521357 | 0.905870200957285 | 0.452935100478643 |
346 | 0.590320559029718 | 0.819358881940564 | 0.409679440970282 |
347 | 0.595016418838061 | 0.809967162323877 | 0.404983581161939 |
348 | 0.767650309375827 | 0.464699381248345 | 0.232349690624173 |
349 | 0.720320145346034 | 0.559359709307933 | 0.279679854653966 |
350 | 0.767300688743367 | 0.465398622513266 | 0.232699311256633 |
351 | 0.845971500854603 | 0.308056998290795 | 0.154028499145397 |
352 | 0.832635221417355 | 0.334729557165289 | 0.167364778582645 |
353 | 0.778626956464867 | 0.442746087070266 | 0.221373043535133 |
354 | 0.959299065015073 | 0.0814018699698533 | 0.0407009349849266 |
355 | 0.936503120565676 | 0.126993758868648 | 0.0634968794343242 |
356 | 0.898232836467636 | 0.203534327064727 | 0.101767163532364 |
357 | 0.849895203604509 | 0.300209592790982 | 0.150104796395491 |
358 | 0.790138940524251 | 0.419722118951498 | 0.209861059475749 |
359 | 0.697116573595982 | 0.605766852808036 | 0.302883426404018 |
360 | 0.972571993111104 | 0.0548560137777916 | 0.0274280068888958 |
361 | 0.94002088706019 | 0.119958225879620 | 0.0599791129398101 |
362 | 0.869631818520905 | 0.26073636295819 | 0.130368181479095 |
363 | 0.93138778321232 | 0.137224433575358 | 0.0686122167876791 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 154 | 0.433802816901408 | NOK |
5% type I error level | 215 | 0.605633802816901 | NOK |
10% type I error level | 231 | 0.650704225352113 | NOK |