Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = -16357.4974051596 + 63.5631571426586pageviews[t] + 1028.08428017121compendiums_reviewed[t] + 0.261805677313519totsize[t] + 437.497118644261blogged_computations[t] + 714.629504810526Q1_28[t] + e[t] |
Multiple Linear Regression - Ordinary Least Squares | |||||
Variable | Parameter | S.D. | T-STAT H0: parameter = 0 | 2-tail p-value | 1-tail p-value |
(Intercept) | -16357.4974051596 | 4857.607034 | -3.3674 | 0.000864 | 0.000432 |
pageviews | 63.5631571426586 | 3.772904 | 16.8473 | 0 | 0 |
compendiums_reviewed | 1028.08428017121 | 278.579086 | 3.6905 | 0.000268 | 0.000134 |
totsize | 0.261805677313519 | 0.072813 | 3.5956 | 0.000382 | 0.000191 |
blogged_computations | 437.497118644261 | 92.699739 | 4.7195 | 4e-06 | 2e-06 |
Q1_28 | 714.629504810526 | 618.28967 | 1.1558 | 0.248731 | 0.124366 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.933654655145205 |
R-squared | 0.871711015074312 |
Adjusted R-squared | 0.869444425234635 |
F-TEST (value) | 384.591424445253 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 283 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 29751.2651529796 |
Sum Squared Residuals | 250493991231.421 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 170720.599192743 | 40186.4008072568 |
2 | 120982 | 118810.682558728 | 2171.31744127173 |
3 | 176508 | 171546.383627654 | 4961.61637234603 |
4 | 179321 | 226286.799031798 | -46965.7990317983 |
5 | 123185 | 95011.2477451351 | 28173.7522548649 |
6 | 52746 | 57737.171755028 | -4991.17175502805 |
7 | 385534 | 300523.098726359 | 85010.9012736411 |
8 | 33170 | 32138.4501389822 | 1031.54986101783 |
9 | 101645 | 83956.0046728117 | 17688.9953271883 |
10 | 149061 | 163793.708018097 | -14732.708018097 |
11 | 165446 | 149661.611649878 | 15784.3883501223 |
12 | 237213 | 190578.678950912 | 46634.321049088 |
13 | 173326 | 180301.611923111 | -6975.61192311134 |
14 | 133131 | 139710.802010227 | -6579.80201022727 |
15 | 258873 | 230338.894717495 | 28534.1052825049 |
16 | 180083 | 155031.898646674 | 25051.1013533265 |
17 | 324799 | 387088.910938073 | -62289.9109380734 |
18 | 230964 | 206157.513671924 | 24806.4863280761 |
19 | 236785 | 216129.757050263 | 20655.2429497368 |
20 | 135473 | 139390.039312171 | -3917.0393121707 |
21 | 202925 | 220643.978960719 | -17718.978960719 |
22 | 215147 | 218388.858275195 | -3241.85827519515 |
23 | 344297 | 214708.006632001 | 129588.993367999 |
24 | 153935 | 129501.812334363 | 24433.1876656371 |
25 | 132943 | 167509.013463946 | -34566.0134639463 |
26 | 174724 | 253223.285917426 | -78499.2859174261 |
27 | 174415 | 209873.485570056 | -35458.4855700558 |
28 | 225548 | 227791.379828961 | -2243.37982896117 |
29 | 223632 | 190217.309901402 | 33414.6900985984 |
30 | 124817 | 120628.061784216 | 4188.93821578409 |
31 | 221698 | 199070.515550071 | 22627.4844499292 |
32 | 210767 | 202389.780469933 | 8377.2195300675 |
33 | 170266 | 169386.740995631 | 879.259004369142 |
34 | 260561 | 211363.044578755 | 49197.9554212447 |
35 | 84853 | 98517.4343158127 | -13664.4343158127 |
36 | 294424 | 251097.819291347 | 43326.1807086534 |
37 | 101011 | 70044.3515911916 | 30966.6484088084 |
38 | 215641 | 185528.180108719 | 30112.8198912812 |
39 | 325107 | 251635.132718133 | 73471.8672818673 |
40 | 7176 | 125.576331055162 | 7050.42366894484 |
41 | 167542 | 148042.369665976 | 19499.630334024 |
42 | 106408 | 79880.1776463423 | 26527.8223536577 |
43 | 96560 | 143771.815481962 | -47211.8154819616 |
44 | 265769 | 244499.980083373 | 21269.0199166266 |
45 | 269651 | 253821.867060893 | 15829.1329391068 |
46 | 149112 | 148430.352450953 | 681.647549047139 |
47 | 175824 | 214932.454731626 | -39108.4547316259 |
48 | 152871 | 152067.624473548 | 803.375526452134 |
49 | 111665 | 121045.900648994 | -9380.90064899396 |
50 | 116408 | 190769.190723191 | -74361.1907231915 |
51 | 362301 | 356330.933287952 | 5970.06671204829 |
52 | 78800 | 86121.5796421578 | -7321.57964215782 |
53 | 183167 | 205204.461077764 | -22037.4610777638 |
54 | 277965 | 324859.635391527 | -46894.6353915274 |
55 | 150629 | 182384.204577888 | -31755.2045778881 |
56 | 168809 | 159573.689194469 | 9235.31080553129 |
57 | 24188 | 29342.2929211271 | -5154.29292112707 |
58 | 329267 | 236102.780782855 | 93164.2192171452 |
59 | 65029 | 67148.484645822 | -2119.48464582199 |
60 | 101097 | 93256.9232957077 | 7840.07670429233 |
61 | 218946 | 222329.543858858 | -3383.54385885763 |
62 | 244052 | 251216.905271941 | -7164.90527194138 |
63 | 341570 | 378763.67315306 | -37193.6731530602 |
64 | 103597 | 93817.0058148961 | 9779.99418510386 |
65 | 233328 | 255526.327536322 | -22198.3275363217 |
66 | 256462 | 231390.761795212 | 25071.2382047884 |
67 | 206161 | 176824.198974676 | 29336.8010253236 |
68 | 311473 | 313382.307304343 | -1909.30730434296 |
69 | 235800 | 253828.240711662 | -18028.240711662 |
70 | 177939 | 189439.501309235 | -11500.5013092351 |
71 | 207176 | 188023.421049879 | 19152.5789501207 |
72 | 196553 | 138550.145090869 | 58002.8549091314 |
73 | 174184 | 148583.256637526 | 25600.7433624741 |
74 | 143246 | 168018.418627619 | -24772.4186276194 |
75 | 187559 | 221223.998309873 | -33664.9983098732 |
76 | 187681 | 206006.84770472 | -18325.8477047204 |
77 | 119016 | 160105.866095883 | -41089.8660958828 |
78 | 182192 | 200296.901184004 | -18104.9011840038 |
79 | 73566 | 83884.5748156864 | -10318.5748156864 |
80 | 194979 | 185015.466501225 | 9963.53349877466 |
81 | 167488 | 158720.501632114 | 8767.49836788587 |
82 | 143756 | 176774.41349895 | -33018.4134989504 |
83 | 275541 | 210738.480562382 | 64802.5194376184 |
84 | 243199 | 197899.091744319 | 45299.9082556809 |
85 | 182999 | 210156.06496231 | -27157.0649623097 |
86 | 135649 | 165658.52733685 | -30009.5273368505 |
87 | 152299 | 155308.579784604 | -3009.57978460355 |
88 | 120221 | 130929.648231473 | -10708.6482314729 |
89 | 346485 | 295186.752043407 | 51298.2479565929 |
90 | 145790 | 117340.070662116 | 28449.9293378843 |
91 | 193339 | 195037.51353173 | -1698.51353173 |
92 | 80953 | 83428.4434247379 | -2475.44342473792 |
93 | 122774 | 130279.032152335 | -7505.03215233452 |
94 | 130585 | 139734.064442333 | -9149.06444233325 |
95 | 112611 | 95167.2933457697 | 17443.7066542303 |
96 | 286468 | 256392.767067054 | 30075.2329329457 |
97 | 241066 | 207964.281139171 | 33101.7188608286 |
98 | 148446 | 279421.243689065 | -130975.243689065 |
99 | 204713 | 177906.32468689 | 26806.6753131103 |
100 | 182079 | 207104.358568484 | -25025.3585684839 |
101 | 140344 | 134205.157326125 | 6138.84267387465 |
102 | 220516 | 233010.002525081 | -12494.0025250813 |
103 | 243060 | 195801.616446053 | 47258.3835539473 |
104 | 162765 | 166455.183396204 | -3690.18339620438 |
105 | 182613 | 171170.096248095 | 11442.9037519045 |
106 | 232138 | 225599.024376589 | 6538.97562341117 |
107 | 265318 | 302721.983931942 | -37403.9839319417 |
108 | 85574 | 114056.892176856 | -28482.8921768561 |
109 | 310839 | 292249.886977669 | 18589.1130223306 |
110 | 225060 | 225503.953112346 | -443.95311234603 |
111 | 232317 | 227783.66809522 | 4533.33190477956 |
112 | 144966 | 136842.676262587 | 8123.32373741281 |
113 | 43287 | 58582.5854428157 | -15295.5854428157 |
114 | 155754 | 158012.482271743 | -2258.48227174305 |
115 | 164709 | 177312.067008086 | -12603.0670080859 |
116 | 201940 | 213698.276819953 | -11758.2768199533 |
117 | 235454 | 242191.812074484 | -6737.81207448439 |
118 | 220801 | 176783.5695207 | 44017.4304793001 |
119 | 99466 | 129794.946984242 | -30328.9469842421 |
120 | 92661 | 133911.584117132 | -41250.5841171322 |
121 | 133328 | 144767.432181252 | -11439.4321812523 |
122 | 61361 | 92471.5780059759 | -31110.5780059759 |
123 | 125930 | 157489.29081833 | -31559.2908183302 |
124 | 100750 | 172674.624017372 | -71924.6240173722 |
125 | 224549 | 159779.939479807 | 64769.0605201935 |
126 | 82316 | 64306.3606033228 | 18009.6393966772 |
127 | 102010 | 96103.5820220798 | 5906.41797792022 |
128 | 101523 | 133197.607106998 | -31674.6071069975 |
129 | 243511 | 238679.947878696 | 4831.05212130369 |
130 | 22938 | 19367.3128014876 | 3570.68719851244 |
131 | 41566 | 44800.414928645 | -3234.41492864501 |
132 | 152474 | 186388.351223857 | -33914.3512238565 |
133 | 61857 | 45289.8911437135 | 16567.1088562865 |
134 | 99923 | 167711.041018192 | -67788.0410181919 |
135 | 132487 | 154766.799198701 | -22279.7991987007 |
136 | 317394 | 246002.132303863 | 71391.8676961371 |
137 | 21054 | 13788.424261782 | 7265.57573821802 |
138 | 209641 | 174439.837922116 | 35201.1620778843 |
139 | 22648 | 58277.3295493234 | -35629.3295493234 |
140 | 31414 | 36265.4084986812 | -4851.40849868125 |
141 | 46698 | 60964.3174492773 | -14266.3174492773 |
142 | 131698 | 157934.276850517 | -26236.276850517 |
143 | 91735 | 76288.1019015673 | 15446.8980984327 |
144 | 244749 | 254925.053141246 | -10176.0531412456 |
145 | 184510 | 183825.033936769 | 684.966063231177 |
146 | 79863 | 122014.879732106 | -42151.8797321063 |
147 | 128423 | 140366.51132122 | -11943.5113212197 |
148 | 97839 | 121406.483771237 | -23567.483771237 |
149 | 38214 | 37267.8251986198 | 946.174801380187 |
150 | 151101 | 155148.548970477 | -4047.54897047678 |
151 | 272458 | 238332.837771327 | 34125.1622286727 |
152 | 172494 | 145576.587463472 | 26917.4125365277 |
153 | 108043 | 119950.988743403 | -11907.9887434031 |
154 | 328107 | 294226.091424395 | 33880.9085756053 |
155 | 250579 | 230943.787007142 | 19635.2129928579 |
156 | 351067 | 335369.957111647 | 15697.0428883528 |
157 | 158015 | 127234.676599425 | 30780.3234005753 |
158 | 98866 | 81478.8568877728 | 17387.1431122272 |
159 | 85439 | 102098.698451382 | -16659.6984513816 |
160 | 229242 | 210325.350826324 | 18916.6491736755 |
161 | 351619 | 325561.354659879 | 26057.6453401214 |
162 | 84207 | 120511.485320521 | -36304.4853205211 |
163 | 120445 | 122838.334338058 | -2393.33433805831 |
164 | 324598 | 318233.217287647 | 6364.78271235276 |
165 | 131069 | 153696.298845971 | -22627.2988459706 |
166 | 204271 | 174093.194562716 | 30177.8054372837 |
167 | 165543 | 168804.740701809 | -3261.74070180861 |
168 | 141722 | 118829.355442072 | 22892.6445579283 |
169 | 116048 | 97816.8073197833 | 18231.1926802167 |
170 | 250047 | 167890.911631753 | 82156.0883682473 |
171 | 299775 | 297153.769219737 | 2621.23078026321 |
172 | 195838 | 200186.413652377 | -4348.41365237693 |
173 | 173260 | 165842.946464014 | 7417.05353598578 |
174 | 254488 | 254651.338847697 | -163.338847697288 |
175 | 104389 | 204329.819238015 | -99940.8192380145 |
176 | 136084 | 116165.048948077 | 19918.9510519227 |
177 | 199476 | 229954.446461612 | -30478.4464616119 |
178 | 92499 | 83345.1688310082 | 9153.83116899177 |
179 | 224330 | 240887.162872289 | -16557.1628722894 |
180 | 135781 | 108945.812864293 | 26835.1871357069 |
181 | 74408 | 102545.787353691 | -28137.7873536907 |
182 | 81240 | 144932.523525571 | -63692.5235255711 |
183 | 14688 | 126.920192407058 | 14561.0798075929 |
184 | 181633 | 160059.501393676 | 21573.4986063237 |
185 | 271856 | 242448.186817251 | 29407.813182749 |
186 | 7199 | -3266.57231260492 | 10465.5723126049 |
187 | 46660 | 25779.523185168 | 20880.476814832 |
188 | 17547 | -5339.15887874069 | 22886.1588787407 |
189 | 133368 | 129034.703984639 | 4333.29601536082 |
190 | 95227 | 101548.25904735 | -6321.25904735048 |
191 | 152601 | 131388.092806215 | 21212.9071937854 |
192 | 98146 | 83061.4327673727 | 15084.5672326273 |
193 | 79619 | 106669.240849108 | -27050.2408491082 |
194 | 59194 | 109042.089135147 | -49848.0891351474 |
195 | 139942 | 136167.85442233 | 3774.14557767023 |
196 | 118612 | 119517.100627668 | -905.100627667793 |
197 | 72880 | 76310.0005873664 | -3430.00058736637 |
198 | 65475 | 65516.9201441664 | -41.9201441664407 |
199 | 99643 | 119381.636843302 | -19738.6368433017 |
200 | 71965 | 78425.2694472579 | -6460.26944725791 |
201 | 77272 | 65170.1577062487 | 12101.8422937513 |
202 | 49289 | 47738.3456153807 | 1550.65438461929 |
203 | 135131 | 114919.064946733 | 20211.9350532675 |
204 | 108446 | 105464.061456159 | 2981.93854384082 |
205 | 89746 | 117559.809544228 | -27813.809544228 |
206 | 44296 | 49853.7340845785 | -5557.73408457847 |
207 | 77648 | 86538.869982859 | -8890.86998285899 |
208 | 181528 | 126451.963477436 | 55076.0365225641 |
209 | 134019 | 105492.719412348 | 28526.2805876518 |
210 | 124064 | 107706.138570392 | 16357.8614296078 |
211 | 92630 | 85120.0119006139 | 7509.98809938609 |
212 | 121848 | 109376.550882218 | 12471.4491177819 |
213 | 52915 | 56147.0844288454 | -3232.08442884543 |
214 | 81872 | 70801.7245689578 | 11070.2754310422 |
215 | 58981 | 93258.3812099388 | -34277.3812099388 |
216 | 53515 | 62443.9207918213 | -8928.92079182133 |
217 | 60812 | 85864.6396241259 | -25052.6396241259 |
218 | 56375 | 62064.5233030368 | -5689.52330303677 |
219 | 65490 | 65585.1563848693 | -95.156384869312 |
220 | 80949 | 47369.7828824558 | 33579.2171175442 |
221 | 76302 | 91819.7861804096 | -15517.7861804097 |
222 | 104011 | 140595.444020046 | -36584.444020046 |
223 | 98104 | 166341.247297765 | -68237.2472977654 |
224 | 67989 | 65857.6353446138 | 2131.3646553862 |
225 | 30989 | 25671.3605489044 | 5317.63945109559 |
226 | 135458 | 138782.443175678 | -3324.44317567823 |
227 | 73504 | 60885.722285865 | 12618.277714135 |
228 | 63123 | 83809.1961063342 | -20686.1961063342 |
229 | 61254 | 92656.1167246668 | -31402.1167246668 |
230 | 74914 | 136369.657923731 | -61455.6579237305 |
231 | 31774 | 46410.0359933136 | -14636.0359933136 |
232 | 81437 | 99789.8228305079 | -18352.8228305078 |
233 | 87186 | 117861.835767742 | -30675.8357677421 |
234 | 50090 | 60821.4655424474 | -10731.4655424474 |
235 | 65745 | 92379.28334471 | -26634.28334471 |
236 | 56653 | 71793.0271950396 | -15140.0271950395 |
237 | 158399 | 104715.475257033 | 53683.5247429673 |
238 | 46455 | 56682.9661884518 | -10227.9661884518 |
239 | 73624 | 90315.3266905271 | -16691.3266905271 |
240 | 38395 | 50789.3393987317 | -12394.3393987317 |
241 | 91899 | 89592.087378341 | 2306.91262165897 |
242 | 139526 | 142413.68777243 | -2887.68777242962 |
243 | 52164 | 65255.2987353573 | -13091.2987353572 |
244 | 51567 | 58828.7492394433 | -7261.74923944326 |
245 | 70551 | 68631.0926573267 | 1919.90734267328 |
246 | 84856 | 91442.8690201517 | -6586.86902015169 |
247 | 102538 | 142486.327595038 | -39948.3275950379 |
248 | 86678 | 61046.7413633301 | 25631.2586366699 |
249 | 85709 | 72588.3116532515 | 13120.6883467485 |
250 | 34662 | 42397.731830077 | -7735.73183007704 |
251 | 150580 | 136520.74466987 | 14059.2553301298 |
252 | 99611 | 102397.731820423 | -2786.7318204227 |
253 | 19349 | 5488.80341619333 | 13860.1965838067 |
254 | 99373 | 96158.0189490587 | 3214.98105094127 |
255 | 86230 | 92840.4333767184 | -6610.43337671839 |
256 | 30837 | 24515.8947551634 | 6321.10524483661 |
257 | 31706 | 49268.5505272348 | -17562.5505272348 |
258 | 89806 | 78864.139227698 | 10941.860772302 |
259 | 62088 | 48217.4447872232 | 13870.5552127767 |
260 | 40151 | 32507.4272692643 | 7643.5727307357 |
261 | 27634 | 39235.0334931586 | -11601.0334931586 |
262 | 76990 | 78299.382987905 | -1309.38298790503 |
263 | 37460 | 26358.8547566713 | 11101.1452433287 |
264 | 54157 | 65702.0745984967 | -11545.0745984967 |
265 | 49862 | 55477.1447533139 | -5615.14475331387 |
266 | 84337 | 75561.0044636699 | 8775.99553633006 |
267 | 64175 | 79656.6207954248 | -15481.6207954248 |
268 | 59382 | 60559.0588819294 | -1177.05888192945 |
269 | 119308 | 69519.8172757669 | 49788.1827242331 |
270 | 76702 | 98379.5058825328 | -21677.5058825328 |
271 | 103425 | 110196.999394658 | -6771.99939465762 |
272 | 70344 | 59123.4663474015 | 11220.5336525985 |
273 | 43410 | 37913.2845511187 | 5496.71544888131 |
274 | 104838 | 100396.431616927 | 4441.56838307273 |
275 | 62215 | 52763.4768697926 | 9451.52313020737 |
276 | 69304 | 95933.7118943016 | -26629.7118943016 |
277 | 53117 | 45005.075898407 | 8111.92410159301 |
278 | 19764 | 14697.4549168641 | 5066.54508313587 |
279 | 86680 | 92814.1914547473 | -6134.19145474727 |
280 | 84105 | 64687.4704476579 | 19417.5295523421 |
281 | 77945 | 78486.4598598808 | -541.459859880775 |
282 | 89113 | 81835.2456948306 | 7277.75430516943 |
283 | 91005 | 91167.3913485062 | -162.391348506232 |
284 | 40248 | 26241.4337432978 | 14006.5662567022 |
285 | 64187 | 54838.577799049 | 9348.42220095102 |
286 | 50857 | 80633.1037346968 | -29776.1037346968 |
287 | 56613 | 56699.6161627733 | -86.6161627733107 |
288 | 62792 | 67516.6026145911 | -4724.60261459112 |
289 | 72535 | 74472.8540484488 | -1937.8540484488 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
9 | 0.832812760056352 | 0.334374479887296 | 0.167187239943648 |
10 | 0.901596582561974 | 0.196806834876052 | 0.098403417438026 |
11 | 0.861872343845685 | 0.276255312308629 | 0.138127656154315 |
12 | 0.820444871642994 | 0.359110256714011 | 0.179555128357006 |
13 | 0.742435555637155 | 0.515128888725691 | 0.257564444362845 |
14 | 0.732089556125785 | 0.535820887748431 | 0.267910443874215 |
15 | 0.684001213921449 | 0.631997572157102 | 0.315998786078551 |
16 | 0.625697668043799 | 0.748604663912401 | 0.374302331956201 |
17 | 0.92211182370104 | 0.15577635259792 | 0.0778881762989599 |
18 | 0.890594386476932 | 0.218811227046135 | 0.109405613523068 |
19 | 0.856729944888594 | 0.286540110222811 | 0.143270055111406 |
20 | 0.872609142990971 | 0.254781714018058 | 0.127390857009029 |
21 | 0.844683032535258 | 0.310633934929484 | 0.155316967464742 |
22 | 0.806351738475885 | 0.387296523048231 | 0.193648261524115 |
23 | 0.991147119220889 | 0.0177057615582219 | 0.00885288077911096 |
24 | 0.986968704287064 | 0.0260625914258727 | 0.0130312957129363 |
25 | 0.982455900000642 | 0.0350881999987164 | 0.0175440999993582 |
26 | 0.998608136721054 | 0.00278372655789172 | 0.00139186327894586 |
27 | 0.99934596358349 | 0.00130807283302011 | 0.000654036416510057 |
28 | 0.999111622135374 | 0.00177675572925296 | 0.000888377864626479 |
29 | 0.998957185526522 | 0.00208562894695667 | 0.00104281447347834 |
30 | 0.998654328762825 | 0.00269134247435062 | 0.00134567123717531 |
31 | 0.998444982676319 | 0.00311003464736255 | 0.00155501732368128 |
32 | 0.997633951602802 | 0.00473209679439624 | 0.00236604839719812 |
33 | 0.996467168499494 | 0.0070656630010122 | 0.0035328315005061 |
34 | 0.998468727891898 | 0.00306254421620418 | 0.00153127210810209 |
35 | 0.997898231506672 | 0.00420353698665508 | 0.00210176849332754 |
36 | 0.997937397585142 | 0.00412520482971566 | 0.00206260241485783 |
37 | 0.997236990068893 | 0.0055260198622144 | 0.0027630099311072 |
38 | 0.996948017078045 | 0.00610396584391045 | 0.00305198292195522 |
39 | 0.998933164782624 | 0.00213367043475151 | 0.00106683521737575 |
40 | 0.998778314074557 | 0.00244337185088652 | 0.00122168592544326 |
41 | 0.998314747522734 | 0.00337050495453187 | 0.00168525247726593 |
42 | 0.997701966251876 | 0.00459606749624779 | 0.0022980337481239 |
43 | 0.999267043783819 | 0.00146591243236271 | 0.000732956216181357 |
44 | 0.998987164555026 | 0.00202567088994863 | 0.00101283544497432 |
45 | 0.998579738648294 | 0.0028405227034125 | 0.00142026135170625 |
46 | 0.997990445236543 | 0.00401910952691342 | 0.00200955476345671 |
47 | 0.998734682994603 | 0.0025306340107934 | 0.0012653170053967 |
48 | 0.998263061984899 | 0.00347387603020177 | 0.00173693801510089 |
49 | 0.99772327852281 | 0.00455344295438038 | 0.00227672147719019 |
50 | 0.999235938487346 | 0.0015281230253086 | 0.000764061512654298 |
51 | 0.998994013389245 | 0.00201197322150934 | 0.00100598661075467 |
52 | 0.998574063330614 | 0.0028518733387716 | 0.0014259366693858 |
53 | 0.998409387132469 | 0.0031812257350622 | 0.0015906128675311 |
54 | 0.998788298779222 | 0.00242340244155652 | 0.00121170122077826 |
55 | 0.998789888787651 | 0.00242022242469808 | 0.00121011121234904 |
56 | 0.998331429042304 | 0.00333714191539168 | 0.00166857095769584 |
57 | 0.998079545252923 | 0.00384090949415403 | 0.00192045474707701 |
58 | 0.99983444670437 | 0.00033110659126028 | 0.00016555329563014 |
59 | 0.999756798162681 | 0.000486403674637197 | 0.000243201837318598 |
60 | 0.999655852162787 | 0.000688295674425226 | 0.000344147837212613 |
61 | 0.999531714386642 | 0.000936571226716866 | 0.000468285613358433 |
62 | 0.999396502025896 | 0.00120699594820824 | 0.000603497974104119 |
63 | 0.999426669000829 | 0.00114666199834153 | 0.000573330999170767 |
64 | 0.999205825793835 | 0.00158834841233057 | 0.000794174206165287 |
65 | 0.999023816552713 | 0.00195236689457469 | 0.000976183447287344 |
66 | 0.998793043203679 | 0.00241391359264285 | 0.00120695679632142 |
67 | 0.998763193310456 | 0.00247361337908888 | 0.00123680668954444 |
68 | 0.998304738452952 | 0.00339052309409649 | 0.00169526154704824 |
69 | 0.998157431020983 | 0.00368513795803306 | 0.00184256897901653 |
70 | 0.997554821467288 | 0.00489035706542441 | 0.00244517853271221 |
71 | 0.997242561101473 | 0.00551487779705455 | 0.00275743889852728 |
72 | 0.998427016186228 | 0.0031459676275434 | 0.0015729838137717 |
73 | 0.998115450475137 | 0.00376909904972569 | 0.00188454952486285 |
74 | 0.998212056966536 | 0.00357588606692723 | 0.00178794303346361 |
75 | 0.998419983891805 | 0.00316003221638967 | 0.00158001610819484 |
76 | 0.998287798461811 | 0.00342440307637813 | 0.00171220153818907 |
77 | 0.998749376864811 | 0.00250124627037715 | 0.00125062313518857 |
78 | 0.99843442617525 | 0.00313114764950054 | 0.00156557382475027 |
79 | 0.998092422187799 | 0.00381515562440167 | 0.00190757781220083 |
80 | 0.997553433927429 | 0.00489313214514271 | 0.00244656607257135 |
81 | 0.996844517534571 | 0.00631096493085725 | 0.00315548246542863 |
82 | 0.997270582615645 | 0.00545883476870977 | 0.00272941738435488 |
83 | 0.999038604898851 | 0.00192279020229781 | 0.000961395101148903 |
84 | 0.999245038804274 | 0.00150992239145288 | 0.000754961195726438 |
85 | 0.999280989818248 | 0.00143802036350432 | 0.00071901018175216 |
86 | 0.999283811287981 | 0.00143237742403873 | 0.000716188712019363 |
87 | 0.999056248561014 | 0.00188750287797111 | 0.000943751438985553 |
88 | 0.998765643562414 | 0.00246871287517164 | 0.00123435643758582 |
89 | 0.999242588986061 | 0.00151482202787739 | 0.000757411013938695 |
90 | 0.999226855617214 | 0.00154628876557104 | 0.000773144382785518 |
91 | 0.999004877080619 | 0.0019902458387621 | 0.00099512291938105 |
92 | 0.998662687560959 | 0.00267462487808213 | 0.00133731243904107 |
93 | 0.998255203085889 | 0.00348959382822196 | 0.00174479691411098 |
94 | 0.997863766318058 | 0.00427246736388312 | 0.00213623368194156 |
95 | 0.997389706781758 | 0.00522058643648333 | 0.00261029321824166 |
96 | 0.997341368639261 | 0.00531726272147706 | 0.00265863136073853 |
97 | 0.997553650024713 | 0.00489269995057367 | 0.00244634997528683 |
98 | 0.999993262549025 | 1.3474901950207e-05 | 6.7374509751035e-06 |
99 | 0.999992699299094 | 1.46014018114208e-05 | 7.30070090571039e-06 |
100 | 0.999991763928057 | 1.64721438869784e-05 | 8.23607194348919e-06 |
101 | 0.999988104587481 | 2.37908250387215e-05 | 1.18954125193608e-05 |
102 | 0.999983833665427 | 3.23326691456349e-05 | 1.61663345728175e-05 |
103 | 0.999990527731197 | 1.89445376064356e-05 | 9.47226880321778e-06 |
104 | 0.999986332899429 | 2.73342011420004e-05 | 1.36671005710002e-05 |
105 | 0.999981361169326 | 3.72776613480062e-05 | 1.86388306740031e-05 |
106 | 0.999973600761075 | 5.27984778500834e-05 | 2.63992389250417e-05 |
107 | 0.999977229965896 | 4.55400682076328e-05 | 2.27700341038164e-05 |
108 | 0.999978213258143 | 4.35734837134412e-05 | 2.17867418567206e-05 |
109 | 0.999972815491056 | 5.4369017887272e-05 | 2.7184508943636e-05 |
110 | 0.999961138201222 | 7.77235975552319e-05 | 3.8861798777616e-05 |
111 | 0.99994534888971 | 0.000109302220580656 | 5.4651110290328e-05 |
112 | 0.999925373901778 | 0.000149252196443512 | 7.46260982217561e-05 |
113 | 0.999906237013512 | 0.000187525972975847 | 9.37629864879233e-05 |
114 | 0.99986896960964 | 0.000262060780719656 | 0.000131030390359828 |
115 | 0.999828796479575 | 0.0003424070408493 | 0.00017120352042465 |
116 | 0.99977293691674 | 0.00045412616651921 | 0.000227063083259605 |
117 | 0.999693086404974 | 0.0006138271900515 | 0.00030691359502575 |
118 | 0.999774740979498 | 0.000450518041003332 | 0.000225259020501666 |
119 | 0.999780560603542 | 0.000438878792916496 | 0.000219439396458248 |
120 | 0.999848981905748 | 0.000302036188504283 | 0.000151018094252141 |
121 | 0.999803683519861 | 0.000392632960278357 | 0.000196316480139179 |
122 | 0.99981805084942 | 0.000363898301160465 | 0.000181949150580233 |
123 | 0.999830307430875 | 0.000339385138249417 | 0.000169692569124708 |
124 | 0.999970173965779 | 5.96520684418145e-05 | 2.98260342209072e-05 |
125 | 0.999992554063171 | 1.48918736571376e-05 | 7.4459368285688e-06 |
126 | 0.99999030945786 | 1.9381084280547e-05 | 9.69054214027352e-06 |
127 | 0.999985990660196 | 2.8018679607838e-05 | 1.4009339803919e-05 |
128 | 0.999987056315353 | 2.58873692939341e-05 | 1.29436846469671e-05 |
129 | 0.999981437738766 | 3.71245224671659e-05 | 1.85622612335829e-05 |
130 | 0.999973231052859 | 5.35378942815351e-05 | 2.67689471407675e-05 |
131 | 0.999961919975814 | 7.61600483728218e-05 | 3.80800241864109e-05 |
132 | 0.999966251289262 | 6.74974214759776e-05 | 3.37487107379888e-05 |
133 | 0.999956314387555 | 8.73712248899896e-05 | 4.36856124449948e-05 |
134 | 0.999991517283119 | 1.69654337627228e-05 | 8.48271688136138e-06 |
135 | 0.999989971257342 | 2.00574853167539e-05 | 1.0028742658377e-05 |
136 | 0.999998589324599 | 2.82135080152064e-06 | 1.41067540076032e-06 |
137 | 0.999997905666552 | 4.1886668953755e-06 | 2.09433344768775e-06 |
138 | 0.999998327846574 | 3.34430685113419e-06 | 1.6721534255671e-06 |
139 | 0.999998647960534 | 2.70407893228019e-06 | 1.3520394661401e-06 |
140 | 0.999997977301904 | 4.0453961922115e-06 | 2.02269809610575e-06 |
141 | 0.999997260559658 | 5.47888068440404e-06 | 2.73944034220202e-06 |
142 | 0.999997075869137 | 5.84826172500769e-06 | 2.92413086250384e-06 |
143 | 0.99999611850526 | 7.76298948008582e-06 | 3.88149474004291e-06 |
144 | 0.999994499532105 | 1.10009357904925e-05 | 5.50046789524624e-06 |
145 | 0.999991956848646 | 1.60863027076092e-05 | 8.04315135380458e-06 |
146 | 0.999994921575449 | 1.01568491023542e-05 | 5.07842455117712e-06 |
147 | 0.999992815498028 | 1.43690039442149e-05 | 7.18450197210747e-06 |
148 | 0.999991642148133 | 1.67157037342802e-05 | 8.3578518671401e-06 |
149 | 0.999987698303179 | 2.46033936427127e-05 | 1.23016968213564e-05 |
150 | 0.999982094033676 | 3.58119326486274e-05 | 1.79059663243137e-05 |
151 | 0.999985523538299 | 2.89529234030216e-05 | 1.44764617015108e-05 |
152 | 0.999986876102651 | 2.62477946989125e-05 | 1.31238973494563e-05 |
153 | 0.999982306044372 | 3.53879112563023e-05 | 1.76939556281512e-05 |
154 | 0.999986287296554 | 2.74254068911111e-05 | 1.37127034455555e-05 |
155 | 0.999985802268987 | 2.83954620261948e-05 | 1.41977310130974e-05 |
156 | 0.999984526551043 | 3.09468979134611e-05 | 1.54734489567305e-05 |
157 | 0.999988911010427 | 2.21779791467571e-05 | 1.10889895733785e-05 |
158 | 0.999985754170332 | 2.84916593369702e-05 | 1.42458296684851e-05 |
159 | 0.999980527495604 | 3.89450087921906e-05 | 1.94725043960953e-05 |
160 | 0.999978043219312 | 4.39135613764542e-05 | 2.19567806882271e-05 |
161 | 0.999981570882796 | 3.68582344089011e-05 | 1.84291172044506e-05 |
162 | 0.999983333073672 | 3.33338526550581e-05 | 1.6666926327529e-05 |
163 | 0.999975648042384 | 4.87039152314755e-05 | 2.43519576157377e-05 |
164 | 0.999969905577598 | 6.0188844804595e-05 | 3.00944224022975e-05 |
165 | 0.999962563287782 | 7.48734244358863e-05 | 3.74367122179431e-05 |
166 | 0.999976973118917 | 4.60537621653993e-05 | 2.30268810826996e-05 |
167 | 0.999968208003691 | 6.3583992618345e-05 | 3.17919963091725e-05 |
168 | 0.999969082648747 | 6.18347025060634e-05 | 3.09173512530317e-05 |
169 | 0.999965146840901 | 6.9706318198603e-05 | 3.48531590993015e-05 |
170 | 0.999999192443301 | 1.61511339696522e-06 | 8.07556698482608e-07 |
171 | 0.999999114627107 | 1.77074578640213e-06 | 8.85372893201063e-07 |
172 | 0.999998831032733 | 2.33793453441756e-06 | 1.16896726720878e-06 |
173 | 0.999998396045288 | 3.20790942508042e-06 | 1.60395471254021e-06 |
174 | 0.999998513557927 | 2.97288414520487e-06 | 1.48644207260244e-06 |
175 | 0.999999971679023 | 5.66419547447784e-08 | 2.83209773723892e-08 |
176 | 0.99999997406234 | 5.1875320265772e-08 | 2.5937660132886e-08 |
177 | 0.999999963414109 | 7.31717824949106e-08 | 3.65858912474553e-08 |
178 | 0.999999943681572 | 1.12636855985128e-07 | 5.63184279925639e-08 |
179 | 0.999999914226718 | 1.71546563458487e-07 | 8.57732817292433e-08 |
180 | 0.999999923023382 | 1.53953235478439e-07 | 7.69766177392193e-08 |
181 | 0.9999999168384 | 1.66323200018412e-07 | 8.31616000092058e-08 |
182 | 0.999999991873258 | 1.62534838215954e-08 | 8.12674191079769e-09 |
183 | 0.999999986706816 | 2.65863674654114e-08 | 1.32931837327057e-08 |
184 | 0.999999990257952 | 1.94840950755421e-08 | 9.74204753777107e-09 |
185 | 0.999999997984625 | 4.03075017553742e-09 | 2.01537508776871e-09 |
186 | 0.999999996613711 | 6.77257720742309e-09 | 3.38628860371154e-09 |
187 | 0.999999994853756 | 1.0292488121047e-08 | 5.14624406052349e-09 |
188 | 0.999999991775363 | 1.64492740228824e-08 | 8.22463701144118e-09 |
189 | 0.999999988879196 | 2.22416082391619e-08 | 1.1120804119581e-08 |
190 | 0.99999998103424 | 3.79315208691409e-08 | 1.89657604345705e-08 |
191 | 0.999999988875459 | 2.22490822126264e-08 | 1.11245411063132e-08 |
192 | 0.999999985551613 | 2.88967735811873e-08 | 1.44483867905936e-08 |
193 | 0.999999983294938 | 3.34101239140958e-08 | 1.67050619570479e-08 |
194 | 0.999999993356555 | 1.32868900546277e-08 | 6.64344502731385e-09 |
195 | 0.999999990994009 | 1.80119828468993e-08 | 9.00599142344965e-09 |
196 | 0.999999984720113 | 3.0559773640705e-08 | 1.52798868203525e-08 |
197 | 0.999999973192206 | 5.36155877153321e-08 | 2.68077938576661e-08 |
198 | 0.999999953413515 | 9.31729698654592e-08 | 4.65864849327296e-08 |
199 | 0.999999925940942 | 1.4811811650571e-07 | 7.40590582528551e-08 |
200 | 0.999999876418562 | 2.47162876856929e-07 | 1.23581438428465e-07 |
201 | 0.99999982232648 | 3.55347039213708e-07 | 1.77673519606854e-07 |
202 | 0.999999705406413 | 5.89187174003e-07 | 2.945935870015e-07 |
203 | 0.999999741739748 | 5.1652050309411e-07 | 2.58260251547055e-07 |
204 | 0.999999588853078 | 8.22293843278413e-07 | 4.11146921639207e-07 |
205 | 0.999999457060076 | 1.08587984764691e-06 | 5.42939923823453e-07 |
206 | 0.999999104877459 | 1.79024508215616e-06 | 8.95122541078079e-07 |
207 | 0.99999852871655 | 2.94256689968412e-06 | 1.47128344984206e-06 |
208 | 0.999999950110409 | 9.97791814444351e-08 | 4.98895907222176e-08 |
209 | 0.999999979661315 | 4.06773690981739e-08 | 2.0338684549087e-08 |
210 | 0.999999987975006 | 2.40499886609731e-08 | 1.20249943304865e-08 |
211 | 0.999999981774733 | 3.64505346108967e-08 | 1.82252673054483e-08 |
212 | 0.999999982683744 | 3.46325119472487e-08 | 1.73162559736243e-08 |
213 | 0.999999968091522 | 6.38169555655411e-08 | 3.19084777827705e-08 |
214 | 0.99999995201213 | 9.59757398127769e-08 | 4.79878699063884e-08 |
215 | 0.999999968773034 | 6.24539312128323e-08 | 3.12269656064161e-08 |
216 | 0.999999950379396 | 9.92412080327193e-08 | 4.96206040163596e-08 |
217 | 0.99999993509285 | 1.29814300974617e-07 | 6.49071504873083e-08 |
218 | 0.999999896405253 | 2.0718949457302e-07 | 1.0359474728651e-07 |
219 | 0.999999811005713 | 3.77988573577572e-07 | 1.88994286788786e-07 |
220 | 0.999999874660475 | 2.50679050319257e-07 | 1.25339525159629e-07 |
221 | 0.999999785927156 | 4.28145688799144e-07 | 2.14072844399572e-07 |
222 | 0.999999786738784 | 4.26522431055906e-07 | 2.13261215527953e-07 |
223 | 0.999999964980185 | 7.0039631084562e-08 | 3.5019815542281e-08 |
224 | 0.999999937982859 | 1.24034281511383e-07 | 6.20171407556916e-08 |
225 | 0.999999882230873 | 2.35538253971552e-07 | 1.17769126985776e-07 |
226 | 0.999999791310619 | 4.17378762793116e-07 | 2.08689381396558e-07 |
227 | 0.999999675243125 | 6.49513749776957e-07 | 3.24756874888478e-07 |
228 | 0.999999524380277 | 9.51239446959436e-07 | 4.75619723479718e-07 |
229 | 0.999999510172417 | 9.79655166457739e-07 | 4.8982758322887e-07 |
230 | 0.999999966311292 | 6.73774151724994e-08 | 3.36887075862497e-08 |
231 | 0.999999969634794 | 6.07304125533397e-08 | 3.03652062766698e-08 |
232 | 0.999999955240069 | 8.95198612227134e-08 | 4.47599306113567e-08 |
233 | 0.999999962635224 | 7.47295527803639e-08 | 3.73647763901819e-08 |
234 | 0.999999933265813 | 1.33468374311286e-07 | 6.67341871556429e-08 |
235 | 0.999999948543366 | 1.02913267559553e-07 | 5.14566337797764e-08 |
236 | 0.999999911672755 | 1.76654489946894e-07 | 8.83272449734472e-08 |
237 | 0.999999998661298 | 2.67740409450032e-09 | 1.33870204725016e-09 |
238 | 0.99999999733129 | 5.33742004599003e-09 | 2.66871002299502e-09 |
239 | 0.999999995908387 | 8.18322677841242e-09 | 4.09161338920621e-09 |
240 | 0.99999999386948 | 1.22610400766462e-08 | 6.13052003832311e-09 |
241 | 0.99999998597293 | 2.80541408783284e-08 | 1.40270704391642e-08 |
242 | 0.99999996944094 | 6.11181193436001e-08 | 3.05590596718001e-08 |
243 | 0.999999945058548 | 1.09882904406385e-07 | 5.49414522031923e-08 |
244 | 0.99999991360106 | 1.72797880151569e-07 | 8.63989400757843e-08 |
245 | 0.999999811120066 | 3.77759867672794e-07 | 1.88879933836397e-07 |
246 | 0.999999591029062 | 8.17941875508068e-07 | 4.08970937754034e-07 |
247 | 0.999999871510161 | 2.56979677479231e-07 | 1.28489838739616e-07 |
248 | 0.999999868003245 | 2.63993510693101e-07 | 1.3199675534655e-07 |
249 | 0.999999770617381 | 4.58765238706426e-07 | 2.29382619353213e-07 |
250 | 0.999999627550853 | 7.44898294388715e-07 | 3.72449147194358e-07 |
251 | 0.999999590014915 | 8.19970169565896e-07 | 4.09985084782948e-07 |
252 | 0.999999059435655 | 1.88112868895539e-06 | 9.40564344477697e-07 |
253 | 0.999997908231574 | 4.18353685175629e-06 | 2.09176842587815e-06 |
254 | 0.999995714296688 | 8.57140662491902e-06 | 4.28570331245951e-06 |
255 | 0.999990960120608 | 1.80797587842142e-05 | 9.03987939210708e-06 |
256 | 0.999982558696141 | 3.48826077176207e-05 | 1.74413038588103e-05 |
257 | 0.999990690054934 | 1.861989013119e-05 | 9.30994506559499e-06 |
258 | 0.999982135341608 | 3.57293167838611e-05 | 1.78646583919306e-05 |
259 | 0.999974630192254 | 5.0739615492308e-05 | 2.5369807746154e-05 |
260 | 0.999944586396549 | 0.000110827206902772 | 5.54136034513861e-05 |
261 | 0.999898615438958 | 0.000202769122083648 | 0.000101384561041824 |
262 | 0.999786872705673 | 0.000426254588653924 | 0.000213127294326962 |
263 | 0.999566900087503 | 0.000866199824993573 | 0.000433099912496786 |
264 | 0.999291004452452 | 0.00141799109509559 | 0.000708995547547795 |
265 | 0.998726895347277 | 0.00254620930544586 | 0.00127310465272293 |
266 | 0.997745704476654 | 0.00450859104669208 | 0.00225429552334604 |
267 | 0.99705083837293 | 0.0058983232541407 | 0.00294916162707035 |
268 | 0.995324498865613 | 0.00935100226877466 | 0.00467550113438733 |
269 | 0.999795372128212 | 0.000409255743576915 | 0.000204627871788457 |
270 | 0.999776185616189 | 0.000447628767622832 | 0.000223814383811416 |
271 | 0.999504212761749 | 0.000991574476502077 | 0.000495787238251039 |
272 | 0.99907427147195 | 0.00185145705609909 | 0.000925728528049543 |
273 | 0.997636879863832 | 0.00472624027233652 | 0.00236312013616826 |
274 | 0.996131207247875 | 0.00773758550425006 | 0.00386879275212503 |
275 | 0.992017122909545 | 0.0159657541809105 | 0.00798287709045525 |
276 | 0.988334798238631 | 0.0233304035227378 | 0.0116652017613689 |
277 | 0.974235243416485 | 0.0515295131670293 | 0.0257647565835146 |
278 | 0.990913277717717 | 0.0181734445645666 | 0.00908672228228329 |
279 | 0.971973817632669 | 0.0560523647346619 | 0.028026182367331 |
280 | 0.951149581588441 | 0.0977008368231189 | 0.0488504184115595 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 249 | 0.915441176470588 | NOK |
5% type I error level | 255 | 0.9375 | NOK |
10% type I error level | 258 | 0.948529411764706 | NOK |