Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = + 968.335766227068 + 16.3803300952561pageviews[t] + 323.798405354771logins[t] + 124.349376410616compendium_views_info[t] -69.1292394819602compendium_views_pr[t] + 617.640615272952shared_compendiums[t] + 724.811588709576blogged_computations[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) | 968.335766227068 | 3928.045506 | 0.2465 | 0.80546 | 0.40273 |
pageviews | 16.3803300952561 | 11.033454 | 1.4846 | 0.138765 | 0.069383 |
logins | 323.798405354771 | 82.129656 | 3.9425 | 0.000102 | 5.1e-05 |
compendium_views_info | 124.349376410616 | 23.348925 | 5.3257 | 0 | 0 |
compendium_views_pr | -69.1292394819602 | 44.312841 | -1.56 | 0.119875 | 0.059937 |
shared_compendiums | 617.640615272952 | 680.536208 | 0.9076 | 0.364875 | 0.182438 |
blogged_computations | 724.811588709576 | 79.315877 | 9.1383 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.933535327494378 |
R-squared | 0.871488207680036 |
Adjusted R-squared | 0.86875391422642 |
F-TEST (value) | 318.725192618753 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 282 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 29829.8389093554 |
Sum Squared Residuals | 250929039598.982 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 145084.276555608 | 65822.7234443922 |
2 | 120982 | 110974.844547564 | 10007.155452436 |
3 | 176508 | 160470.576846413 | 16037.4231535873 |
4 | 179321 | 256484.095674698 | -77163.0956746984 |
5 | 123185 | 95621.5199098736 | 27563.4800901264 |
6 | 52746 | 33724.4895459043 | 19021.5104540957 |
7 | 385534 | 360772.011793658 | 24761.9882063423 |
8 | 33170 | 24111.0166082134 | 9058.98339178661 |
9 | 101645 | 95439.4661252403 | 6205.53387475966 |
10 | 149061 | 152411.290653058 | -3350.29065305842 |
11 | 165446 | 144839.142466322 | 20606.8575336783 |
12 | 237213 | 189930.885850695 | 47282.1141493053 |
13 | 173326 | 175043.597162109 | -1717.59716210924 |
14 | 133131 | 139171.337654169 | -6040.3376541694 |
15 | 258873 | 237419.174126436 | 21453.8258735645 |
16 | 180083 | 157296.985772554 | 22786.0142274459 |
17 | 324799 | 402646.181783497 | -77847.1817834971 |
18 | 230964 | 195605.099967578 | 35358.9000324221 |
19 | 236785 | 234791.748178928 | 1993.25182107231 |
20 | 135473 | 136311.016893308 | -838.016893307551 |
21 | 202925 | 206689.046628265 | -3764.04662826484 |
22 | 215147 | 198135.536660637 | 17011.4633393632 |
23 | 344297 | 234383.818841412 | 109913.181158588 |
24 | 153935 | 116586.282771426 | 37348.7172285742 |
25 | 132943 | 147044.145997263 | -14101.1459972629 |
26 | 174724 | 271895.194942303 | -97171.194942303 |
27 | 174415 | 216676.699409558 | -42261.6994095577 |
28 | 225548 | 242878.410672075 | -17330.4106720746 |
29 | 223632 | 187738.326513244 | 35893.6734867558 |
30 | 124817 | 123281.351025543 | 1535.64897445657 |
31 | 221698 | 198444.65898129 | 23253.3410187097 |
32 | 210767 | 195111.873534006 | 15655.1264659938 |
33 | 170266 | 142751.132380442 | 27514.8676195583 |
34 | 260561 | 211253.886052389 | 49307.1139476115 |
35 | 84853 | 84785.3860206502 | 67.6139793498034 |
36 | 294424 | 264131.459864478 | 30292.540135522 |
37 | 101011 | 74061.97562551 | 26949.02437449 |
38 | 215641 | 196050.397975352 | 19590.6020246484 |
39 | 325107 | 249604.084431427 | 75502.915568573 |
40 | 7176 | 18154.977164237 | -10978.977164237 |
41 | 167542 | 149858.819007588 | 17683.1809924118 |
42 | 106408 | 79506.398705293 | 26901.601294707 |
43 | 96560 | 139019.097601153 | -42459.0976011529 |
44 | 265769 | 273167.280917209 | -7398.28091720919 |
45 | 269651 | 306322.38249374 | -36671.3824937403 |
46 | 149112 | 147366.11073776 | 1745.88926223951 |
47 | 175824 | 226949.781522106 | -51125.7815221059 |
48 | 152871 | 149293.031137555 | 3577.9688624448 |
49 | 111665 | 101195.661080998 | 10469.3389190019 |
50 | 116408 | 189262.491338525 | -72854.4913385254 |
51 | 362301 | 320271.594228037 | 42029.4057719632 |
52 | 78800 | 82431.4523883414 | -3631.45238834141 |
53 | 183167 | 182989.342351531 | 177.657648469143 |
54 | 277965 | 312487.570904503 | -34522.5709045028 |
55 | 150629 | 195022.437552973 | -44393.4375529732 |
56 | 168809 | 154973.408412724 | 13835.5915872764 |
57 | 24188 | 48388.2131995402 | -24200.2131995402 |
58 | 329267 | 274032.994462456 | 55234.0055375439 |
59 | 65029 | 67226.4976429804 | -2197.49764298039 |
60 | 101097 | 115921.836583313 | -14824.8365833132 |
61 | 218946 | 208418.013276629 | 10527.9867233706 |
62 | 244052 | 201214.240844497 | 42837.7591555035 |
63 | 341570 | 346491.775095021 | -4921.77509502124 |
64 | 103597 | 95860.0316266525 | 7736.96837334752 |
65 | 233328 | 248791.114811557 | -15463.114811557 |
66 | 256462 | 251796.949982378 | 4665.05001762232 |
67 | 206161 | 192934.135973256 | 13226.8640267439 |
68 | 311473 | 315781.678273241 | -4308.67827324125 |
69 | 235800 | 258723.026521896 | -22923.0265218963 |
70 | 177939 | 208798.798097987 | -30859.798097987 |
71 | 207176 | 186957.458564745 | 20218.5414352554 |
72 | 196553 | 129550.960296313 | 67002.0397036868 |
73 | 174184 | 136975.105475223 | 37208.8945247766 |
74 | 143246 | 165269.807456461 | -22023.8074564613 |
75 | 187559 | 220521.586561475 | -32962.5865614747 |
76 | 187681 | 216102.194984298 | -28421.1949842984 |
77 | 119016 | 181185.031877161 | -62169.0318771611 |
78 | 182192 | 190888.704542901 | -8696.70454290115 |
79 | 73566 | 90787.6877341824 | -17221.6877341824 |
80 | 194979 | 170360.155902634 | 24618.844097366 |
81 | 167488 | 161417.460540403 | 6070.53945959712 |
82 | 143756 | 170933.234263005 | -27177.2342630051 |
83 | 275541 | 234881.621087161 | 40659.3789128392 |
84 | 243199 | 212189.702113764 | 31009.297886236 |
85 | 182999 | 161457.132424727 | 21541.8675752734 |
86 | 135649 | 165360.370337622 | -29711.370337622 |
87 | 152299 | 148748.511530424 | 3550.48846957557 |
88 | 120221 | 137293.881971358 | -17072.8819713576 |
89 | 346485 | 281309.217124325 | 65175.7828756751 |
90 | 145790 | 144011.07625252 | 1778.92374748016 |
91 | 193339 | 181443.699937288 | 11895.3000627121 |
92 | 80953 | 111027.621997237 | -30074.6219972367 |
93 | 122774 | 137241.277945645 | -14467.2779456453 |
94 | 130585 | 118018.606749155 | 12566.3932508448 |
95 | 112611 | 91283.7654941503 | 21327.2345058497 |
96 | 286468 | 265046.704320562 | 21421.2956794379 |
97 | 241066 | 198165.751067397 | 42900.2489326026 |
98 | 148446 | 278802.940061438 | -130356.940061438 |
99 | 204713 | 181709.539781961 | 23003.4602180386 |
100 | 182079 | 198425.708903869 | -16346.7089038691 |
101 | 140344 | 123170.556174619 | 17173.4438253807 |
102 | 220516 | 239817.896022468 | -19301.8960224678 |
103 | 243060 | 188182.631732636 | 54877.3682673639 |
104 | 162765 | 141409.197515727 | 21355.8024842732 |
105 | 182613 | 152275.919896458 | 30337.0801035416 |
106 | 232138 | 216920.130594833 | 15217.8694051672 |
107 | 265318 | 279414.65101594 | -14096.6510159397 |
108 | 85574 | 98664.5912703309 | -13090.5912703309 |
109 | 310839 | 315113.774015434 | -4274.77401543386 |
110 | 225060 | 214596.859177632 | 10463.1408223683 |
111 | 232317 | 217968.811025123 | 14348.1889748775 |
112 | 144966 | 151452.257286633 | -6486.25728663316 |
113 | 43287 | 50893.7945270018 | -7606.79452700178 |
114 | 155754 | 175162.062059685 | -19408.0620596854 |
115 | 164709 | 187973.028868205 | -23264.0288682053 |
116 | 201940 | 230794.26995629 | -28854.2699562896 |
117 | 235454 | 267817.410910529 | -32363.4109105292 |
118 | 220801 | 180261.417061753 | 40539.5829382467 |
119 | 99466 | 83504.6331177629 | 15961.3668822371 |
120 | 92661 | 130350.161873473 | -37689.1618734733 |
121 | 133328 | 142870.99642463 | -9542.99642462961 |
122 | 61361 | 117846.902836571 | -56485.9028365706 |
123 | 125930 | 161092.312906806 | -35162.3129068062 |
124 | 100750 | 151402.922820518 | -50652.9228205177 |
125 | 224549 | 136290.872524113 | 88258.1274758875 |
126 | 82316 | 75146.7584714879 | 7169.24152851211 |
127 | 102010 | 99824.3018010933 | 2185.69819890667 |
128 | 101523 | 112208.113151284 | -10685.1131512838 |
129 | 243511 | 222690.598959241 | 20820.4010407589 |
130 | 22938 | 37836.408763432 | -14898.408763432 |
131 | 41566 | 53427.4933722874 | -11861.4933722874 |
132 | 152474 | 193774.464732625 | -41300.4647326253 |
133 | 61857 | 59032.9491357833 | 2824.05086421667 |
134 | 99923 | 155568.539357157 | -55645.5393571568 |
135 | 132487 | 132810.88817119 | -323.888171190442 |
136 | 317394 | 270318.466418266 | 47075.5335817341 |
137 | 21054 | 33404.2948305918 | -12350.2948305918 |
138 | 209641 | 175200.515309844 | 34440.4846901558 |
139 | 22648 | 45812.6479138884 | -23164.6479138884 |
140 | 31414 | 50870.9142910301 | -19456.9142910301 |
141 | 46698 | 70443.0960799708 | -23745.0960799708 |
142 | 131698 | 150396.226553737 | -18698.226553737 |
143 | 91735 | 74955.4577968433 | 16779.5422031567 |
144 | 244749 | 258124.700500542 | -13375.7005005421 |
145 | 184510 | 156480.554509499 | 28029.4454905013 |
146 | 79863 | 104391.018032546 | -24528.0180325459 |
147 | 128423 | 109280.864486134 | 19142.1355138665 |
148 | 97839 | 100219.32367138 | -2380.32367137951 |
149 | 38214 | 63604.2018980159 | -25390.2018980159 |
150 | 151101 | 128395.937840988 | 22705.0621590117 |
151 | 272458 | 225216.536031619 | 47241.4639683805 |
152 | 172494 | 114122.919631813 | 58371.0803681872 |
153 | 108043 | 133496.509533156 | -25453.5095331557 |
154 | 328107 | 311191.636523579 | 16915.3634764205 |
155 | 250579 | 233063.423123023 | 17515.5768769769 |
156 | 351067 | 300786.290417274 | 50280.7095827259 |
157 | 158015 | 116510.044995795 | 41504.9550042051 |
158 | 98866 | 81968.7555888638 | 16897.2444111362 |
159 | 85439 | 91056.973998697 | -5617.97399869697 |
160 | 229242 | 245446.295012422 | -16204.2950124222 |
161 | 351619 | 325316.488832263 | 26302.5111677374 |
162 | 84207 | 83475.4837000381 | 731.516299961893 |
163 | 120445 | 140331.052313563 | -19886.0523135629 |
164 | 324598 | 337395.409394056 | -12797.4093940564 |
165 | 131069 | 155587.86215458 | -24518.8621545799 |
166 | 204271 | 159217.391202966 | 45053.6087970344 |
167 | 165543 | 164989.376952247 | 553.623047752701 |
168 | 141722 | 115427.895132215 | 26294.1048677847 |
169 | 116048 | 98917.3462122769 | 17130.6537877231 |
170 | 250047 | 165403.745653876 | 84643.2543461235 |
171 | 299775 | 321432.732187818 | -21657.7321878182 |
172 | 195838 | 197291.263894837 | -1453.26389483712 |
173 | 173260 | 172748.175679504 | 511.824320496439 |
174 | 254488 | 248301.245593416 | 6186.75440658429 |
175 | 104389 | 189714.292097907 | -85325.2920979066 |
176 | 136084 | 134752.495429515 | 1331.50457048453 |
177 | 199476 | 227866.088202369 | -28390.0882023686 |
178 | 92499 | 80918.7561013749 | 11580.2438986251 |
179 | 224330 | 227041.287238122 | -2711.28723812194 |
180 | 135781 | 112467.437510717 | 23313.5624892826 |
181 | 74408 | 117771.413889641 | -43363.4138896408 |
182 | 81240 | 146932.723847567 | -65692.7238475666 |
183 | 14688 | 21065.9914992334 | -6377.99149923342 |
184 | 181633 | 152696.137848106 | 28936.8621518936 |
185 | 271856 | 249902.622473251 | 21953.3775267488 |
186 | 7199 | 19336.2926127372 | -12137.2926127372 |
187 | 46660 | 55628.9032169645 | -8968.90321696451 |
188 | 17547 | 13269.6735903186 | 4277.32640968138 |
189 | 133368 | 129702.046230304 | 3665.95376969564 |
190 | 95227 | 77959.6123720069 | 17267.3876279931 |
191 | 152601 | 124652.922846489 | 27948.0771535109 |
192 | 98146 | 95986.2037596723 | 2159.79624032769 |
193 | 79619 | 114310.610184484 | -34691.6101844836 |
194 | 59194 | 60047.0631442094 | -853.063144209368 |
195 | 139942 | 134321.479694928 | 5620.52030507212 |
196 | 118612 | 130697.084204772 | -12085.0842047722 |
197 | 72880 | 80628.2124831827 | -7748.21248318274 |
198 | 65475 | 56038.7649960113 | 9436.2350039887 |
199 | 99643 | 132263.883678657 | -32620.8836786572 |
200 | 71965 | 77796.9038636364 | -5831.90386363635 |
201 | 77272 | 73074.2799559669 | 4197.72004403313 |
202 | 49289 | 40034.9823609699 | 9254.01763903009 |
203 | 135131 | 126219.011320254 | 8911.98867974617 |
204 | 108446 | 99290.5782021055 | 9155.42179789445 |
205 | 89746 | 122063.871134625 | -32317.8711346247 |
206 | 44296 | 45050.3962967743 | -754.396296774329 |
207 | 77648 | 87461.1005042373 | -9813.10050423733 |
208 | 181528 | 137897.502870976 | 43630.4971290238 |
209 | 134019 | 110421.273737601 | 23597.7262623988 |
210 | 124064 | 118444.567365419 | 5619.43263458119 |
211 | 92630 | 99674.4994034425 | -7044.49940344252 |
212 | 121848 | 100015.439453374 | 21832.5605466256 |
213 | 52915 | 48813.1457620729 | 4101.85423792705 |
214 | 81872 | 79280.8190781297 | 2591.18092187032 |
215 | 58981 | 80237.5981829104 | -21256.5981829104 |
216 | 53515 | 49782.8219067325 | 3732.17809326746 |
217 | 60812 | 97488.5607380887 | -36676.5607380886 |
218 | 56375 | 57539.211906589 | -1164.21190658899 |
219 | 65490 | 66028.1320763043 | -538.132076304312 |
220 | 80949 | 47312.0377763513 | 33636.9622236487 |
221 | 76302 | 87935.0329677866 | -11633.0329677865 |
222 | 104011 | 110143.35541015 | -6132.35541014976 |
223 | 98104 | 163061.428085575 | -64957.4280855746 |
224 | 67989 | 56088.1081138746 | 11900.8918861254 |
225 | 30989 | 23201.0193677325 | 7787.98063226753 |
226 | 135458 | 153839.299357737 | -18381.2993577373 |
227 | 73504 | 68197.6873051333 | 5306.31269486668 |
228 | 63123 | 89086.0191709991 | -25963.0191709991 |
229 | 61254 | 99523.3549989608 | -38269.3549989608 |
230 | 74914 | 106004.477372197 | -31090.4773721971 |
231 | 31774 | 37141.3774991511 | -5367.37749915115 |
232 | 81437 | 93481.0013058217 | -12044.0013058217 |
233 | 87186 | 121886.493497805 | -34700.4934978049 |
234 | 50090 | 54141.5785361145 | -4051.57853611445 |
235 | 65745 | 90105.1907381969 | -24360.1907381969 |
236 | 56653 | 72333.4820896405 | -15680.4820896405 |
237 | 158399 | 102778.475455257 | 55620.5245447434 |
238 | 46455 | 57134.4944172954 | -10679.4944172954 |
239 | 73624 | 86874.0132968261 | -13250.0132968261 |
240 | 38395 | 56245.3343565518 | -17850.3343565518 |
241 | 91899 | 80564.3121120269 | 11334.6878879731 |
242 | 139526 | 138161.613669703 | 1364.38633029715 |
243 | 52164 | 71595.2151815177 | -19431.2151815177 |
244 | 51567 | 60994.7582636641 | -9427.75826366411 |
245 | 70551 | 71592.4317990193 | -1041.43179901929 |
246 | 84856 | 94569.4322311101 | -9713.4322311101 |
247 | 102538 | 138878.876082072 | -36340.8760820717 |
248 | 86678 | 60719.6088106087 | 25958.3911893914 |
249 | 85709 | 84074.3564472689 | 1634.64355273114 |
250 | 34662 | 59342.3703020838 | -24680.3703020838 |
251 | 150580 | 128963.25683769 | 21616.7431623098 |
252 | 99611 | 88690.2393817285 | 10920.7606182714 |
253 | 19349 | 24883.5717867827 | -5534.57178678273 |
254 | 99373 | 93542.78746149 | 5830.21253851002 |
255 | 86230 | 104326.956989131 | -18096.956989131 |
256 | 30837 | 41487.3383753507 | -10650.3383753507 |
257 | 31706 | 52839.191077255 | -21133.191077255 |
258 | 89806 | 81341.4250502305 | 8464.57494976948 |
259 | 62088 | 49311.0953266681 | 12776.9046733319 |
260 | 40151 | 41134.2370855133 | -983.237085513328 |
261 | 27634 | 37992.5525764163 | -10358.5525764163 |
262 | 76990 | 71308.7626076448 | 5681.23739235519 |
263 | 37460 | 34879.6601006316 | 2580.33989936841 |
264 | 54157 | 68257.9322051858 | -14100.9322051858 |
265 | 49862 | 59233.1292966692 | -9371.12929666924 |
266 | 84337 | 83366.1795811533 | 970.820418846733 |
267 | 64175 | 83994.2059240703 | -19819.2059240703 |
268 | 59382 | 73373.9446338892 | -13991.9446338892 |
269 | 119308 | 71858.4496099257 | 47449.5503900743 |
270 | 76702 | 94952.0276411738 | -18250.0276411738 |
271 | 103425 | 106119.054930977 | -2694.05493097696 |
272 | 70344 | 61028.0455121177 | 9315.95448788234 |
273 | 43410 | 56892.9592275803 | -13482.9592275803 |
274 | 104838 | 108097.493703708 | -3259.49370370783 |
275 | 62215 | 59576.6190904534 | 2638.38090954659 |
276 | 69304 | 98454.8481854467 | -29150.8481854467 |
277 | 53117 | 39478.9460333259 | 13638.0539666741 |
278 | 19764 | 25400.81489064 | -5636.81489063995 |
279 | 86680 | 99594.1834116375 | -12914.1834116375 |
280 | 84105 | 61117.2543076905 | 22987.7456923095 |
281 | 77945 | 74833.5659832608 | 3111.43401673921 |
282 | 89113 | 76505.7297501434 | 12607.2702498566 |
283 | 91005 | 106061.064375931 | -15056.0643759312 |
284 | 40248 | 41619.5996079042 | -1371.5996079042 |
285 | 64187 | 54581.679483432 | 9605.32051656799 |
286 | 50857 | 52319.7016748934 | -1462.70167489337 |
287 | 56613 | 58565.7824811506 | -1952.78248115059 |
288 | 62792 | 63701.4595517192 | -909.459551719243 |
289 | 72535 | 70336.5838563019 | 2198.4161436981 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
10 | 0.328063567755731 | 0.656127135511462 | 0.671936432244269 |
11 | 0.312502602508338 | 0.625005205016677 | 0.687497397491661 |
12 | 0.191093417555487 | 0.382186835110974 | 0.808906582444513 |
13 | 0.47523971254265 | 0.9504794250853 | 0.52476028745735 |
14 | 0.384027485001328 | 0.768054970002656 | 0.615972514998672 |
15 | 0.292218372476137 | 0.584436744952275 | 0.707781627523863 |
16 | 0.219042681101162 | 0.438085362202325 | 0.780957318898838 |
17 | 0.775396674695519 | 0.449206650608961 | 0.224603325304481 |
18 | 0.716283946754006 | 0.567432106491988 | 0.283716053245994 |
19 | 0.704970173643622 | 0.590059652712757 | 0.295029826356378 |
20 | 0.773280463704726 | 0.453439072590548 | 0.226719536295274 |
21 | 0.74435123895314 | 0.51129752209372 | 0.25564876104686 |
22 | 0.693164095229996 | 0.613671809540007 | 0.306835904770004 |
23 | 0.986290129586978 | 0.027419740826044 | 0.013709870413022 |
24 | 0.98128698616802 | 0.0374260276639595 | 0.0187130138319797 |
25 | 0.979237563485077 | 0.0415248730298462 | 0.0207624365149231 |
26 | 0.994366318218455 | 0.0112673635630894 | 0.00563368178154468 |
27 | 0.996306285436511 | 0.00738742912697767 | 0.00369371456348883 |
28 | 0.994422973366586 | 0.0111540532668284 | 0.00557702663341422 |
29 | 0.994142399866478 | 0.0117152002670444 | 0.00585760013352218 |
30 | 0.993751581114043 | 0.012496837771914 | 0.00624841888595699 |
31 | 0.993160245946765 | 0.0136795081064692 | 0.00683975405323462 |
32 | 0.990272364056351 | 0.019455271887297 | 0.00972763594364852 |
33 | 0.988222993030357 | 0.0235540139392865 | 0.0117770069696433 |
34 | 0.990409179727393 | 0.0191816405452131 | 0.00959082027260656 |
35 | 0.990039481758748 | 0.0199210364825042 | 0.00996051824125212 |
36 | 0.98746940985072 | 0.0250611802985601 | 0.0125305901492801 |
37 | 0.983439075479155 | 0.0331218490416891 | 0.0165609245208446 |
38 | 0.97797780564542 | 0.0440443887091594 | 0.0220221943545797 |
39 | 0.991812331164159 | 0.0163753376716828 | 0.00818766883584138 |
40 | 0.995531941686526 | 0.008936116626947 | 0.0044680583134735 |
41 | 0.993888697535671 | 0.0122226049286579 | 0.00611130246432896 |
42 | 0.992015706958432 | 0.0159685860831368 | 0.00798429304156839 |
43 | 0.991619924044524 | 0.0167601519109522 | 0.00838007595547609 |
44 | 0.988584649737103 | 0.0228307005257949 | 0.0114153502628975 |
45 | 0.994117646902752 | 0.0117647061944966 | 0.00588235309724828 |
46 | 0.991922609303974 | 0.0161547813920515 | 0.00807739069602574 |
47 | 0.993804901124961 | 0.0123901977500774 | 0.0061950988750387 |
48 | 0.991615395516441 | 0.0167692089671185 | 0.00838460448355925 |
49 | 0.988934896140143 | 0.0221302077197144 | 0.0110651038598572 |
50 | 0.996839834334588 | 0.00632033133082303 | 0.00316016566541152 |
51 | 0.999551900187546 | 0.000896199624907987 | 0.000448099812453993 |
52 | 0.99937470008933 | 0.00125059982134009 | 0.000625299910670045 |
53 | 0.999126990047061 | 0.00174601990587829 | 0.000873009952939145 |
54 | 0.999053670431925 | 0.0018926591361506 | 0.000946329568075298 |
55 | 0.999499245332649 | 0.00100150933470177 | 0.000500754667350885 |
56 | 0.999294045163482 | 0.00141190967303537 | 0.000705954836517687 |
57 | 0.999328000168531 | 0.00134399966293854 | 0.000671999831469272 |
58 | 0.999697726920201 | 0.000604546159597359 | 0.000302273079798679 |
59 | 0.999568111819159 | 0.000863776361681892 | 0.000431888180840946 |
60 | 0.999467848151638 | 0.00106430369672401 | 0.000532151848362006 |
61 | 0.999313640453314 | 0.00137271909337133 | 0.000686359546685667 |
62 | 0.999432012542054 | 0.00113597491589276 | 0.000567987457946381 |
63 | 0.999242265760573 | 0.0015154684788548 | 0.000757734239427402 |
64 | 0.998943924211672 | 0.00211215157665653 | 0.00105607578832826 |
65 | 0.998762737552853 | 0.00247452489429347 | 0.00123726244714674 |
66 | 0.998313766234263 | 0.00337246753147295 | 0.00168623376573647 |
67 | 0.997815270713095 | 0.00436945857381039 | 0.0021847292869052 |
68 | 0.997059793990809 | 0.00588041201838172 | 0.00294020600919086 |
69 | 0.996716305328847 | 0.00656738934230653 | 0.00328369467115327 |
70 | 0.996436684991306 | 0.00712663001738744 | 0.00356331500869372 |
71 | 0.99595067752057 | 0.00809864495886023 | 0.00404932247943012 |
72 | 0.99846299893477 | 0.00307400213045983 | 0.00153700106522991 |
73 | 0.998420871444512 | 0.00315825711097647 | 0.00157912855548823 |
74 | 0.998367239797472 | 0.00326552040505502 | 0.00163276020252751 |
75 | 0.99844521673442 | 0.00310956653115949 | 0.00155478326557975 |
76 | 0.99854503386624 | 0.00290993226752001 | 0.00145496613376 |
77 | 0.999562335329493 | 0.000875329341013699 | 0.00043766467050685 |
78 | 0.999401095599802 | 0.00119780880039701 | 0.000598904400198503 |
79 | 0.999278406829985 | 0.00144318634003093 | 0.000721593170015463 |
80 | 0.999170365497629 | 0.00165926900474128 | 0.000829634502370639 |
81 | 0.998873060436429 | 0.00225387912714243 | 0.00112693956357122 |
82 | 0.998890533980386 | 0.00221893203922805 | 0.00110946601961403 |
83 | 0.999146542390057 | 0.00170691521988693 | 0.000853457609943466 |
84 | 0.999139456642042 | 0.00172108671591689 | 0.000860543357958445 |
85 | 0.998961920581308 | 0.00207615883738328 | 0.00103807941869164 |
86 | 0.999010055161588 | 0.00197988967682328 | 0.000989944838411638 |
87 | 0.998665019712035 | 0.0026699605759308 | 0.0013349802879654 |
88 | 0.998416928902696 | 0.00316614219460792 | 0.00158307109730396 |
89 | 0.999442059487876 | 0.00111588102424715 | 0.000557940512123576 |
90 | 0.999236125046207 | 0.00152774990758645 | 0.000763874953793224 |
91 | 0.9990038344373 | 0.00199233112539984 | 0.000996165562699921 |
92 | 0.999055422759594 | 0.00188915448081221 | 0.000944577240406107 |
93 | 0.998831854333951 | 0.002336291332098 | 0.001168145666049 |
94 | 0.99851847384002 | 0.00296305231996071 | 0.00148152615998035 |
95 | 0.998217907664985 | 0.00356418467002951 | 0.00178209233501476 |
96 | 0.997950458972311 | 0.00409908205537842 | 0.00204954102768921 |
97 | 0.998360912765795 | 0.00327817446841066 | 0.00163908723420533 |
98 | 0.999996179524827 | 7.64095034608732e-06 | 3.82047517304366e-06 |
99 | 0.99999518325806 | 9.63348388078017e-06 | 4.81674194039008e-06 |
100 | 0.999993588696316 | 1.28226073685651e-05 | 6.41130368428255e-06 |
101 | 0.999991438749774 | 1.71225004510738e-05 | 8.56125022553692e-06 |
102 | 0.999989574639437 | 2.08507211249538e-05 | 1.04253605624769e-05 |
103 | 0.999995974722551 | 8.05055489903997e-06 | 4.02527744951998e-06 |
104 | 0.999994908737857 | 1.01825242851129e-05 | 5.09126214255643e-06 |
105 | 0.999994900208054 | 1.01995838914048e-05 | 5.09979194570241e-06 |
106 | 0.999993205815428 | 1.35883691436723e-05 | 6.79418457183615e-06 |
107 | 0.999990481505291 | 1.90369894185735e-05 | 9.51849470928675e-06 |
108 | 0.999988033531774 | 2.39329364523236e-05 | 1.19664682261618e-05 |
109 | 0.999982975578448 | 3.40488431033934e-05 | 1.70244215516967e-05 |
110 | 0.999976465054673 | 4.70698906534312e-05 | 2.35349453267156e-05 |
111 | 0.999968916195003 | 6.21676099932189e-05 | 3.10838049966095e-05 |
112 | 0.99995846389151 | 8.3072216980257e-05 | 4.15361084901285e-05 |
113 | 0.999944624150251 | 0.000110751699497768 | 5.53758497488839e-05 |
114 | 0.999933209817028 | 0.000133580365944475 | 6.67901829722374e-05 |
115 | 0.999924956017065 | 0.000150087965869289 | 7.50439829346444e-05 |
116 | 0.999922553827752 | 0.000154892344496918 | 7.74461722484592e-05 |
117 | 0.999930526059148 | 0.000138947881704079 | 6.94739408520394e-05 |
118 | 0.999944781991487 | 0.000110436017025312 | 5.52180085126559e-05 |
119 | 0.999926883649335 | 0.000146232701330901 | 7.31163506654504e-05 |
120 | 0.999944000655025 | 0.000111998689949365 | 5.59993449746824e-05 |
121 | 0.999925481878162 | 0.000149036243675325 | 7.45181218376624e-05 |
122 | 0.999974842003508 | 5.03159929838814e-05 | 2.51579964919407e-05 |
123 | 0.999977331848243 | 4.53363035133539e-05 | 2.26681517566769e-05 |
124 | 0.999989570387784 | 2.08592244324552e-05 | 1.04296122162276e-05 |
125 | 0.999999601963789 | 7.96072421412983e-07 | 3.98036210706491e-07 |
126 | 0.999999415916845 | 1.16816630986698e-06 | 5.84083154933488e-07 |
127 | 0.999999121585662 | 1.75682867684331e-06 | 8.78414338421656e-07 |
128 | 0.999998760917036 | 2.47816592901686e-06 | 1.23908296450843e-06 |
129 | 0.999998450242056 | 3.09951588765647e-06 | 1.54975794382824e-06 |
130 | 0.99999799925618 | 4.00148764077299e-06 | 2.00074382038649e-06 |
131 | 0.999997241596124 | 5.51680775206138e-06 | 2.75840387603069e-06 |
132 | 0.999998395731513 | 3.20853697334725e-06 | 1.60426848667362e-06 |
133 | 0.999997634265636 | 4.73146872714855e-06 | 2.36573436357428e-06 |
134 | 0.999999330882591 | 1.33823481709737e-06 | 6.69117408548684e-07 |
135 | 0.999998975555287 | 2.04888942584437e-06 | 1.02444471292218e-06 |
136 | 0.999999406775518 | 1.18644896402389e-06 | 5.93224482011946e-07 |
137 | 0.99999917484529 | 1.6503094207314e-06 | 8.25154710365698e-07 |
138 | 0.999999337660119 | 1.32467976191718e-06 | 6.62339880958591e-07 |
139 | 0.999999247434537 | 1.50513092600588e-06 | 7.5256546300294e-07 |
140 | 0.999999059283443 | 1.88143311374931e-06 | 9.40716556874655e-07 |
141 | 0.999998952907931 | 2.09418413864947e-06 | 1.04709206932474e-06 |
142 | 0.999998730485528 | 2.53902894306007e-06 | 1.26951447153003e-06 |
143 | 0.999998342833077 | 3.31433384530925e-06 | 1.65716692265462e-06 |
144 | 0.999997747120792 | 4.50575841642939e-06 | 2.2528792082147e-06 |
145 | 0.999998086603352 | 3.82679329504735e-06 | 1.91339664752368e-06 |
146 | 0.999997891173071 | 4.21765385794606e-06 | 2.10882692897303e-06 |
147 | 0.999998200264458 | 3.59947108420385e-06 | 1.79973554210192e-06 |
148 | 0.999997277673971 | 5.44465205863274e-06 | 2.72232602931637e-06 |
149 | 0.999996963758256 | 6.07248348781423e-06 | 3.03624174390712e-06 |
150 | 0.999996591297627 | 6.81740474604042e-06 | 3.40870237302021e-06 |
151 | 0.999998145871381 | 3.70825723808211e-06 | 1.85412861904106e-06 |
152 | 0.999999549384406 | 9.01231187895206e-07 | 4.50615593947603e-07 |
153 | 0.999999546356013 | 9.07287973483063e-07 | 4.53643986741532e-07 |
154 | 0.999999446126065 | 1.10774787041238e-06 | 5.5387393520619e-07 |
155 | 0.999999338898399 | 1.32220320203432e-06 | 6.6110160101716e-07 |
156 | 0.999999822259945 | 3.55480110151579e-07 | 1.77740055075789e-07 |
157 | 0.999999921807764 | 1.56384472957118e-07 | 7.81922364785591e-08 |
158 | 0.999999910764982 | 1.78470035384749e-07 | 8.92350176923743e-08 |
159 | 0.999999858978566 | 2.82042867536503e-07 | 1.41021433768252e-07 |
160 | 0.999999792357674 | 4.15284651598971e-07 | 2.07642325799485e-07 |
161 | 0.999999805809278 | 3.88381444748793e-07 | 1.94190722374396e-07 |
162 | 0.999999786012984 | 4.27974031189857e-07 | 2.13987015594928e-07 |
163 | 0.999999764073335 | 4.71853329943889e-07 | 2.35926664971944e-07 |
164 | 0.999999641989775 | 7.16020449360831e-07 | 3.58010224680416e-07 |
165 | 0.99999954770737 | 9.04585261017095e-07 | 4.52292630508547e-07 |
166 | 0.999999895801889 | 2.0839622125987e-07 | 1.04198110629935e-07 |
167 | 0.999999856017645 | 2.87964710288654e-07 | 1.43982355144327e-07 |
168 | 0.999999822074984 | 3.55850032681133e-07 | 1.77925016340567e-07 |
169 | 0.999999771055086 | 4.57889827233794e-07 | 2.28944913616897e-07 |
170 | 0.99999999662621 | 6.74758096551334e-09 | 3.37379048275667e-09 |
171 | 0.999999994551565 | 1.08968696859406e-08 | 5.44843484297032e-09 |
172 | 0.999999992219138 | 1.55617241691253e-08 | 7.78086208456263e-09 |
173 | 0.999999986769961 | 2.64600781592103e-08 | 1.32300390796052e-08 |
174 | 0.999999994241491 | 1.1517017711616e-08 | 5.75850885580799e-09 |
175 | 0.999999999270956 | 1.45808875816189e-09 | 7.29044379080943e-10 |
176 | 0.999999998730661 | 2.53867765169201e-09 | 1.26933882584601e-09 |
177 | 0.999999998346965 | 3.30606996099684e-09 | 1.65303498049842e-09 |
178 | 0.999999997456278 | 5.08744485677508e-09 | 2.54372242838754e-09 |
179 | 0.99999999599444 | 8.01112079958972e-09 | 4.00556039979486e-09 |
180 | 0.999999997193688 | 5.61262489966365e-09 | 2.80631244983183e-09 |
181 | 0.999999998579317 | 2.84136526211823e-09 | 1.42068263105912e-09 |
182 | 0.999999999927787 | 1.4442504811077e-10 | 7.22125240553851e-11 |
183 | 0.999999999874651 | 2.50697187643388e-10 | 1.25348593821694e-10 |
184 | 0.999999999925583 | 1.48834043977793e-10 | 7.44170219888964e-11 |
185 | 0.999999999975732 | 4.85356229744982e-11 | 2.42678114872491e-11 |
186 | 0.999999999965733 | 6.85349928440119e-11 | 3.4267496422006e-11 |
187 | 0.999999999944374 | 1.11252723688509e-10 | 5.56263618442544e-11 |
188 | 0.999999999895649 | 2.08701519454188e-10 | 1.04350759727094e-10 |
189 | 0.99999999983486 | 3.30280481006616e-10 | 1.65140240503308e-10 |
190 | 0.999999999815716 | 3.68567621608066e-10 | 1.84283810804033e-10 |
191 | 0.999999999945584 | 1.08831852592703e-10 | 5.44159262963515e-11 |
192 | 0.999999999895195 | 2.09609118172399e-10 | 1.04804559086199e-10 |
193 | 0.999999999879541 | 2.40918397331494e-10 | 1.20459198665747e-10 |
194 | 0.999999999806847 | 3.86305336003893e-10 | 1.93152668001947e-10 |
195 | 0.999999999747501 | 5.04998703529561e-10 | 2.52499351764781e-10 |
196 | 0.999999999569356 | 8.61288742439199e-10 | 4.30644371219599e-10 |
197 | 0.999999999286026 | 1.42794731269621e-09 | 7.13973656348105e-10 |
198 | 0.999999998854813 | 2.29037443553655e-09 | 1.14518721776828e-09 |
199 | 0.999999999070257 | 1.85948608100614e-09 | 9.29743040503069e-10 |
200 | 0.999999998266574 | 3.46685186232547e-09 | 1.73342593116273e-09 |
201 | 0.999999996870917 | 6.25816586713927e-09 | 3.12908293356964e-09 |
202 | 0.999999994773362 | 1.04532760259624e-08 | 5.22663801298119e-09 |
203 | 0.999999992203693 | 1.55926150625239e-08 | 7.79630753126195e-09 |
204 | 0.999999987742009 | 2.45159813941743e-08 | 1.22579906970872e-08 |
205 | 0.999999985977407 | 2.80451868835272e-08 | 1.40225934417636e-08 |
206 | 0.999999975230125 | 4.95397508199746e-08 | 2.47698754099873e-08 |
207 | 0.999999957049997 | 8.59000067719972e-08 | 4.29500033859986e-08 |
208 | 0.999999993547507 | 1.29049869141809e-08 | 6.45249345709046e-09 |
209 | 0.999999995732848 | 8.53430336815569e-09 | 4.26715168407784e-09 |
210 | 0.999999995569848 | 8.86030335609691e-09 | 4.43015167804846e-09 |
211 | 0.999999992330194 | 1.53396129101534e-08 | 7.66980645507669e-09 |
212 | 0.999999995883618 | 8.23276494168975e-09 | 4.11638247084488e-09 |
213 | 0.999999992216854 | 1.55662917097502e-08 | 7.78314585487512e-09 |
214 | 0.999999986742807 | 2.6514385314843e-08 | 1.32571926574215e-08 |
215 | 0.999999980569514 | 3.88609726539874e-08 | 1.94304863269937e-08 |
216 | 0.999999963559284 | 7.28814319088068e-08 | 3.64407159544034e-08 |
217 | 0.999999978272868 | 4.34542629719346e-08 | 2.17271314859673e-08 |
218 | 0.999999959625738 | 8.07485247071924e-08 | 4.03742623535962e-08 |
219 | 0.999999933637764 | 1.32724473067006e-07 | 6.63622365335028e-08 |
220 | 0.999999958287345 | 8.3425309887617e-08 | 4.17126549438085e-08 |
221 | 0.999999922834377 | 1.5433124650607e-07 | 7.71656232530349e-08 |
222 | 0.999999893801192 | 2.12397616727016e-07 | 1.06198808363508e-07 |
223 | 0.999999979813872 | 4.03722568933271e-08 | 2.01861284466635e-08 |
224 | 0.999999970201594 | 5.95968122580488e-08 | 2.97984061290244e-08 |
225 | 0.99999994227924 | 1.15441520732544e-07 | 5.77207603662718e-08 |
226 | 0.999999894159585 | 2.11680830311023e-07 | 1.05840415155511e-07 |
227 | 0.999999804862542 | 3.90274916013578e-07 | 1.95137458006789e-07 |
228 | 0.99999973147313 | 5.37053739165066e-07 | 2.68526869582533e-07 |
229 | 0.999999838844498 | 3.22311003385863e-07 | 1.61155501692931e-07 |
230 | 0.999999864397703 | 2.71204593753195e-07 | 1.35602296876597e-07 |
231 | 0.9999997762209 | 4.47558199395583e-07 | 2.23779099697792e-07 |
232 | 0.999999603412071 | 7.93175858859225e-07 | 3.96587929429612e-07 |
233 | 0.999999833084473 | 3.33831053865644e-07 | 1.66915526932822e-07 |
234 | 0.999999701247749 | 5.97504501255346e-07 | 2.98752250627673e-07 |
235 | 0.999999741831231 | 5.16337537183582e-07 | 2.58168768591791e-07 |
236 | 0.999999519526899 | 9.60946200961933e-07 | 4.80473100480966e-07 |
237 | 0.999999996321476 | 7.35704721380535e-09 | 3.67852360690268e-09 |
238 | 0.99999999279056 | 1.44188797948329e-08 | 7.20943989741644e-09 |
239 | 0.99999999130275 | 1.73945000483078e-08 | 8.6972500241539e-09 |
240 | 0.999999989934949 | 2.01301017599229e-08 | 1.00650508799615e-08 |
241 | 0.999999980871164 | 3.8257672533525e-08 | 1.91288362667625e-08 |
242 | 0.999999960693446 | 7.86131078104628e-08 | 3.93065539052314e-08 |
243 | 0.99999995501875 | 8.99625003960131e-08 | 4.49812501980065e-08 |
244 | 0.99999989984951 | 2.00300979193471e-07 | 1.00150489596736e-07 |
245 | 0.999999782240431 | 4.35519137521342e-07 | 2.17759568760671e-07 |
246 | 0.99999953199441 | 9.3601118035211e-07 | 4.68005590176055e-07 |
247 | 0.999999712637936 | 5.74724128313612e-07 | 2.87362064156806e-07 |
248 | 0.99999979372183 | 4.12556339904946e-07 | 2.06278169952473e-07 |
249 | 0.99999952843196 | 9.43136079945301e-07 | 4.71568039972651e-07 |
250 | 0.999999369989806 | 1.26002038712969e-06 | 6.30010193564847e-07 |
251 | 0.999999016058246 | 1.96788350747492e-06 | 9.8394175373746e-07 |
252 | 0.999998136596473 | 3.72680705307448e-06 | 1.86340352653724e-06 |
253 | 0.999996200480189 | 7.59903962135847e-06 | 3.79951981067923e-06 |
254 | 0.999991954559266 | 1.60908814688862e-05 | 8.04544073444311e-06 |
255 | 0.999986530667634 | 2.69386647325767e-05 | 1.34693323662884e-05 |
256 | 0.999977108287863 | 4.57834242732778e-05 | 2.28917121366389e-05 |
257 | 0.999978857629366 | 4.22847412685068e-05 | 2.11423706342534e-05 |
258 | 0.999959866303115 | 8.02673937693507e-05 | 4.01336968846754e-05 |
259 | 0.999939286840601 | 0.000121426318798551 | 6.07131593992755e-05 |
260 | 0.999871807146916 | 0.000256385706168617 | 0.000128192853084309 |
261 | 0.999840317447955 | 0.000319365104090949 | 0.000159682552045474 |
262 | 0.999677274114616 | 0.000645451770768847 | 0.000322725885384424 |
263 | 0.999352367468215 | 0.00129526506357011 | 0.000647632531785055 |
264 | 0.999050738522316 | 0.00189852295536746 | 0.000949261477683731 |
265 | 0.998464197699726 | 0.00307160460054754 | 0.00153580230027377 |
266 | 0.99695822489591 | 0.00608355020818048 | 0.00304177510409024 |
267 | 0.996575287264573 | 0.00684942547085459 | 0.0034247127354273 |
268 | 0.996490611534936 | 0.00701877693012828 | 0.00350938846506414 |
269 | 0.999913910531818 | 0.000172178936363285 | 8.60894681816423e-05 |
270 | 0.999938640377999 | 0.000122719244002146 | 6.13596220010729e-05 |
271 | 0.999830241182716 | 0.000339517634568286 | 0.000169758817284143 |
272 | 0.999509443137374 | 0.000981113725251529 | 0.000490556862625764 |
273 | 0.999951183152575 | 9.76336948490338e-05 | 4.88168474245169e-05 |
274 | 0.999808762103461 | 0.000382475793077162 | 0.000191237896538581 |
275 | 0.999535845574868 | 0.000928308850263476 | 0.000464154425131738 |
276 | 0.998162425548129 | 0.00367514890374251 | 0.00183757445187126 |
277 | 0.997603621831962 | 0.00479275633607658 | 0.00239637816803829 |
278 | 0.989913527806736 | 0.0201729443865282 | 0.0100864721932641 |
279 | 0.960373564024332 | 0.0792528719513355 | 0.0396264359756678 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 230 | 0.851851851851852 | NOK |
5% type I error level | 256 | 0.948148148148148 | NOK |
10% type I error level | 257 | 0.951851851851852 | NOK |