Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = -10536.2720599872 + 310.685008611521logins[t] + 157.250305897797compendium_views_info[t] -67.5627842850273compendium_views_pr[t] -780.975206915726shared_compendiums[t] + 415.34993686926blogged_computations[t] -562.776091010305compendiums_reviewed[t] + 381.108228694836feedback_messages_p1[t] + 246.92413605098feedback_messages_p120[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) | -10536.2720599872 | 4396.180558 | -2.3967 | 0.0172 | 0.0086 |
logins | 310.685008611521 | 69.132931 | 4.494 | 1e-05 | 5e-06 |
compendium_views_info | 157.250305897797 | 11.363116 | 13.8387 | 0 | 0 |
compendium_views_pr | -67.5627842850273 | 38.68619 | -1.7464 | 0.081833 | 0.040916 |
shared_compendiums | -780.975206915726 | 676.580923 | -1.1543 | 0.249363 | 0.124681 |
blogged_computations | 415.34993686926 | 88.624405 | 4.6866 | 4e-06 | 2e-06 |
compendiums_reviewed | -562.776091010305 | 888.277648 | -0.6336 | 0.526886 | 0.263443 |
feedback_messages_p1 | 381.108228694836 | 269.755211 | 1.4128 | 0.158827 | 0.079414 |
feedback_messages_p120 | 246.92413605098 | 129.959463 | 1.9 | 0.058459 | 0.02923 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.942211789417049 |
R-squared | 0.887763056116478 |
Adjusted R-squared | 0.884556286291235 |
F-TEST (value) | 276.840279937794 |
F-TEST (DF numerator) | 8 |
F-TEST (DF denominator) | 280 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 27976.4672388465 |
Sum Squared Residuals | 219151161366.55 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 144285.375781012 | 66621.6242189883 |
2 | 120982 | 122032.124041681 | -1050.12404168078 |
3 | 176508 | 163535.048500614 | 12972.9514993855 |
4 | 179321 | 256784.692053571 | -77463.6920535706 |
5 | 123185 | 87344.7876927778 | 35840.2123072222 |
6 | 52746 | 56019.3405148717 | -3273.34051487168 |
7 | 385534 | 354659.697555941 | 30874.3024440593 |
8 | 33170 | 30475.5415436982 | 2694.45845630185 |
9 | 101645 | 89699.5629223206 | 11945.4370776794 |
10 | 149061 | 162228.685631819 | -13167.6856318189 |
11 | 165446 | 141068.41763412 | 24377.5823658796 |
12 | 237213 | 208299.197358304 | 28913.8026416964 |
13 | 173326 | 191914.682727116 | -18588.6827271164 |
14 | 133131 | 141472.724156073 | -8341.72415607347 |
15 | 258873 | 243260.884991319 | 15612.1150086809 |
16 | 180083 | 152522.721625386 | 27560.2783746141 |
17 | 324799 | 405462.535830829 | -80663.5358308289 |
18 | 230964 | 194225.361058775 | 36738.638941225 |
19 | 236785 | 231322.678630088 | 5462.32136991217 |
20 | 135473 | 131530.533801169 | 3942.46619883142 |
21 | 202925 | 202704.029435422 | 220.970564577513 |
22 | 215147 | 204253.706383138 | 10893.2936168624 |
23 | 344297 | 241777.981121807 | 102519.018878193 |
24 | 153935 | 115971.917367304 | 37963.082632696 |
25 | 132943 | 168017.614151003 | -35074.6141510028 |
26 | 174724 | 271577.081319386 | -96853.0813193857 |
27 | 174415 | 228227.877481282 | -53812.8774812822 |
28 | 225548 | 239529.186043545 | -13981.1860435453 |
29 | 223632 | 191609.432992306 | 32022.5670076936 |
30 | 124817 | 134326.940745735 | -9509.9407457355 |
31 | 221698 | 203433.341780608 | 18264.6582193923 |
32 | 210767 | 207875.152790057 | 2891.84720994294 |
33 | 170266 | 168253.341265817 | 2012.65873418262 |
34 | 260561 | 232069.948039758 | 28491.0519602419 |
35 | 84853 | 104135.546797716 | -19282.5467977155 |
36 | 294424 | 268720.792523303 | 25703.2074766974 |
37 | 101011 | 69274.5950018575 | 31736.4049981425 |
38 | 215641 | 208036.283239027 | 7604.71676097338 |
39 | 325107 | 260813.677890115 | 64293.3221098848 |
40 | 7176 | 5685.33171496939 | 1490.66828503061 |
41 | 167542 | 151338.982861517 | 16203.0171384833 |
42 | 106408 | 69221.227624139 | 37186.772375861 |
43 | 96560 | 121297.558609104 | -24737.5586091037 |
44 | 265769 | 275286.075043571 | -9517.07504357139 |
45 | 269651 | 293861.264849775 | -24210.2648497753 |
46 | 149112 | 158030.149946454 | -8918.14994645368 |
47 | 175824 | 220496.825662797 | -44672.8256627967 |
48 | 152871 | 150174.685260423 | 2696.3147395767 |
49 | 111665 | 107336.186246444 | 4328.81375355605 |
50 | 116408 | 169169.211481644 | -52761.2114816438 |
51 | 362301 | 320902.544590231 | 41398.4554097689 |
52 | 78800 | 90214.7582333501 | -11414.7582333501 |
53 | 183167 | 199807.448686901 | -16640.4486869007 |
54 | 277965 | 304389.108625378 | -26424.1086253779 |
55 | 150629 | 204638.543616228 | -54009.5436162284 |
56 | 168809 | 164356.11692192 | 4452.88307807971 |
57 | 24188 | 37222.9419743162 | -13034.9419743162 |
58 | 329267 | 279338.960979214 | 49928.0390207861 |
59 | 65029 | 68709.5092435154 | -3680.50924351537 |
60 | 101097 | 108190.037150206 | -7093.03715020592 |
61 | 218946 | 210143.06547644 | 8802.9345235604 |
62 | 244052 | 213435.684208586 | 30616.3157914136 |
63 | 341570 | 305665.632553323 | 35904.3674466767 |
64 | 103597 | 94356.7375033389 | 9240.26249666106 |
65 | 233328 | 233572.221992038 | -244.221992038476 |
66 | 256462 | 254198.098994827 | 2263.90100517327 |
67 | 206161 | 182903.868693595 | 23257.1313064049 |
68 | 311473 | 301806.712087712 | 9666.28791228824 |
69 | 235800 | 226657.656145405 | 9142.34385459549 |
70 | 177939 | 213702.433470316 | -35763.4334703163 |
71 | 207176 | 194477.883769621 | 12698.1162303788 |
72 | 196553 | 148786.931295893 | 47766.0687041069 |
73 | 174184 | 132955.474581552 | 41228.525418448 |
74 | 143246 | 166015.878264249 | -22769.8782642492 |
75 | 187559 | 219406.626694279 | -31847.6266942792 |
76 | 187681 | 205981.091688272 | -18300.0916882723 |
77 | 119016 | 157720.002427933 | -38704.0024279332 |
78 | 182192 | 198598.477033825 | -16406.4770338248 |
79 | 73566 | 98901.5059160707 | -25335.5059160707 |
80 | 194979 | 191874.031498651 | 3104.96850134912 |
81 | 167488 | 164333.416550113 | 3154.58344988723 |
82 | 143756 | 179641.594947699 | -35885.5949476987 |
83 | 275541 | 235860.40168417 | 39680.5983158304 |
84 | 243199 | 214257.060215183 | 28941.9397848166 |
85 | 182999 | 163130.07035331 | 19868.9296466898 |
86 | 135649 | 165118.010046961 | -29469.0100469608 |
87 | 152299 | 163990.846569904 | -11691.8465699036 |
88 | 120221 | 138490.746841127 | -18269.7468411266 |
89 | 346485 | 278571.319290614 | 67913.6807093857 |
90 | 145790 | 162398.776430246 | -16608.776430246 |
91 | 193339 | 154607.009636595 | 38731.9903634052 |
92 | 80953 | 97042.7107751453 | -16089.7107751453 |
93 | 122774 | 152103.628037358 | -29329.6280373581 |
94 | 130585 | 122486.743676892 | 8098.25632310765 |
95 | 112611 | 94370.1079671764 | 18240.8920328236 |
96 | 286468 | 274455.572864264 | 12012.4271357357 |
97 | 241066 | 210952.085839208 | 30113.9141607917 |
98 | 148446 | 275849.159850812 | -127403.159850812 |
99 | 204713 | 182353.600512851 | 22359.3994871491 |
100 | 182079 | 193056.883859046 | -10977.8838590459 |
101 | 140344 | 123369.664990511 | 16974.3350094888 |
102 | 220516 | 244256.141595084 | -23740.1415950843 |
103 | 243060 | 198213.838281433 | 44846.1617185673 |
104 | 162765 | 151022.217881129 | 11742.7821188706 |
105 | 182613 | 150837.716708155 | 31775.2832918447 |
106 | 232138 | 206622.055399049 | 25515.9446009509 |
107 | 265318 | 296869.914413626 | -31551.9144136256 |
108 | 85574 | 92590.2784076729 | -7016.27840767294 |
109 | 310839 | 282881.695175759 | 27957.3048242412 |
110 | 225060 | 224398.825460428 | 661.174539572378 |
111 | 232317 | 217050.315421871 | 15266.684578129 |
112 | 144966 | 159200.465553051 | -14234.4655530514 |
113 | 43287 | 59004.4153654842 | -15717.4153654842 |
114 | 155754 | 150608.415416863 | 5145.58458313673 |
115 | 164709 | 185275.69422131 | -20566.6942213103 |
116 | 201940 | 232341.304453582 | -30401.3044535824 |
117 | 235454 | 255964.23035633 | -20510.2303563301 |
118 | 220801 | 172159.146454834 | 48641.8535451664 |
119 | 99466 | 96169.8651214164 | 3296.13487858356 |
120 | 92661 | 112852.407141525 | -20191.4071415249 |
121 | 133328 | 136340.866340939 | -3012.86634093898 |
122 | 61361 | 106358.119088189 | -44997.1190881893 |
123 | 125930 | 153339.852745323 | -27409.8527453232 |
124 | 100750 | 157213.802410615 | -56463.8024106148 |
125 | 224549 | 149541.870960733 | 75007.1290392667 |
126 | 82316 | 62343.9631415906 | 19972.0368584094 |
127 | 102010 | 91544.3596652394 | 10465.6403347606 |
128 | 101523 | 114213.319594379 | -12690.3195943788 |
129 | 243511 | 219791.093223762 | 23719.9067762384 |
130 | 22938 | 20600.4832272443 | 2337.51677275574 |
131 | 41566 | 44927.3734047595 | -3361.37340475949 |
132 | 152474 | 190740.628527472 | -38266.6285274721 |
133 | 61857 | 45575.640399533 | 16281.359600467 |
134 | 99923 | 160912.297526393 | -60989.2975263926 |
135 | 132487 | 145537.289618272 | -13050.2896182722 |
136 | 317394 | 260711.859925924 | 56682.1400740759 |
137 | 21054 | 18919.5069177824 | 2134.49308221758 |
138 | 209641 | 166553.865332094 | 43087.1346679055 |
139 | 22648 | 40773.2436681083 | -18125.2436681083 |
140 | 31414 | 40054.5361063144 | -8640.53610631439 |
141 | 46698 | 70631.3740084011 | -23933.3740084011 |
142 | 131698 | 140978.152685444 | -9280.15268544391 |
143 | 91735 | 85383.8001367473 | 6351.19986325273 |
144 | 244749 | 257063.486106578 | -12314.4861065777 |
145 | 184510 | 175798.18802286 | 8711.81197713967 |
146 | 79863 | 98822.3600115779 | -18959.3600115779 |
147 | 128423 | 131909.337919037 | -3486.33791903744 |
148 | 97839 | 108774.079586129 | -10935.0795861288 |
149 | 38214 | 57533.5571714318 | -19319.5571714318 |
150 | 151101 | 152832.606786994 | -1731.6067869937 |
151 | 272458 | 248836.912805328 | 23621.0871946719 |
152 | 172494 | 155388.49042751 | 17105.5095724896 |
153 | 108043 | 120039.38847555 | -11996.3884755496 |
154 | 328107 | 322878.719823653 | 5228.28017634693 |
155 | 250579 | 235484.447092498 | 15094.5529075022 |
156 | 351067 | 306700.654834661 | 44366.3451653391 |
157 | 158015 | 139232.022355929 | 18782.9776440714 |
158 | 98866 | 79397.6434871744 | 19468.3565128256 |
159 | 85439 | 108277.546391933 | -22838.5463919328 |
160 | 229242 | 251331.904626319 | -22089.9046263187 |
161 | 351619 | 329669.506421945 | 21949.4935780551 |
162 | 84207 | 97486.9673013136 | -13279.9673013137 |
163 | 120445 | 135384.745665922 | -14939.745665922 |
164 | 324598 | 346239.428063631 | -21641.4280636307 |
165 | 131069 | 161296.024451738 | -30227.024451738 |
166 | 204271 | 169762.862398686 | 34508.1376013143 |
167 | 165543 | 169558.197440864 | -4015.19744086372 |
168 | 141722 | 125269.777638114 | 16452.2223618862 |
169 | 116048 | 92916.1125327357 | 23131.8874672642 |
170 | 250047 | 162100.955598377 | 87946.0444016227 |
171 | 299775 | 310393.019056615 | -10618.0190566148 |
172 | 195838 | 191874.58565494 | 3963.41434505961 |
173 | 173260 | 171364.03604536 | 1895.9639546404 |
174 | 254488 | 235478.753974114 | 19009.2460258861 |
175 | 104389 | 194877.555355163 | -90488.5553551629 |
176 | 136084 | 133096.169693976 | 2987.83030602399 |
177 | 199476 | 230958.768296519 | -31482.7682965189 |
178 | 92499 | 86610.7075964153 | 5888.29240358467 |
179 | 224330 | 227129.67594574 | -2799.67594574039 |
180 | 135781 | 98589.8730068246 | 37191.1269931754 |
181 | 74408 | 95243.1784002413 | -20835.1784002413 |
182 | 81240 | 135837.423718637 | -54597.4237186372 |
183 | 14688 | 7598.25377491776 | 7089.74622508224 |
184 | 181633 | 157681.418400363 | 23951.5815996366 |
185 | 271856 | 245818.160379824 | 26037.839620176 |
186 | 7199 | 5561.12517759219 | 1637.87482240781 |
187 | 46660 | 47029.2738362422 | -369.273836242239 |
188 | 17547 | 3614.08910513625 | 13932.9108948638 |
189 | 133368 | 125177.068946415 | 8190.93105358531 |
190 | 95227 | 84394.9311098327 | 10832.0688901673 |
191 | 152601 | 118610.212297653 | 33990.7877023469 |
192 | 98146 | 105999.969260576 | -7853.96926057593 |
193 | 79619 | 93558.7273837844 | -13939.7273837844 |
194 | 59194 | 59689.5152665303 | -495.515266530294 |
195 | 139942 | 142783.009111982 | -2841.00911198235 |
196 | 118612 | 113306.92265775 | 5305.07734225031 |
197 | 72880 | 96702.6699692755 | -23822.6699692755 |
198 | 65475 | 57378.4594139082 | 8096.54058609177 |
199 | 99643 | 131036.138637591 | -31393.1386375912 |
200 | 71965 | 78116.9269658511 | -6151.92696585112 |
201 | 77272 | 71933.9531842287 | 5338.04681577133 |
202 | 49289 | 45148.5576650108 | 4140.4423349892 |
203 | 135131 | 124751.971533042 | 10379.0284669577 |
204 | 108446 | 103949.50511689 | 4496.49488311013 |
205 | 89746 | 121589.068367333 | -31843.0683673334 |
206 | 44296 | 53586.0298620151 | -9290.02986201508 |
207 | 77648 | 85081.3789320285 | -7433.37893202851 |
208 | 181528 | 139694.153218221 | 41833.8467817785 |
209 | 134019 | 110873.343497695 | 23145.656502305 |
210 | 124064 | 129041.377645068 | -4977.37764506784 |
211 | 92630 | 79640.9944756126 | 12989.0055243874 |
212 | 121848 | 94879.7075104969 | 26968.2924895031 |
213 | 52915 | 54818.9043936304 | -1903.9043936304 |
214 | 81872 | 84021.8881245965 | -2149.88812459648 |
215 | 58981 | 89797.6644806432 | -30816.6644806432 |
216 | 53515 | 69658.81266221 | -16143.8126622099 |
217 | 60812 | 95268.4087428342 | -34456.4087428342 |
218 | 56375 | 49716.8045970966 | 6658.19540290344 |
219 | 65490 | 62328.2616874187 | 3161.73831258132 |
220 | 80949 | 57280.0870737474 | 23668.9129262526 |
221 | 76302 | 96247.3756608022 | -19945.3756608022 |
222 | 104011 | 108770.168382487 | -4759.16838248697 |
223 | 98104 | 145807.305485468 | -47703.3054854679 |
224 | 67989 | 62798.2216740227 | 5190.77832597731 |
225 | 30989 | 34621.7043256034 | -3632.70432560337 |
226 | 135458 | 132237.036313871 | 3220.96368612947 |
227 | 73504 | 50623.6038091324 | 22880.3961908676 |
228 | 63123 | 92226.6133927538 | -29103.6133927538 |
229 | 61254 | 82040.4906635738 | -20786.4906635738 |
230 | 74914 | 113861.27953227 | -38947.2795322697 |
231 | 31774 | 46509.4302291862 | -14735.4302291862 |
232 | 81437 | 83953.7276947001 | -2516.72769470011 |
233 | 87186 | 119709.008465883 | -32523.0084658834 |
234 | 50090 | 54938.7070113712 | -4848.70701137116 |
235 | 65745 | 93024.8763513251 | -27279.8763513251 |
236 | 56653 | 70895.6263118383 | -14242.6263118383 |
237 | 158399 | 109342.238979356 | 49056.7610206435 |
238 | 46455 | 53189.387947392 | -6734.387947392 |
239 | 73624 | 85508.8881100845 | -11884.8881100845 |
240 | 38395 | 61818.8794343863 | -23423.8794343863 |
241 | 91899 | 78631.3281412461 | 13267.6718587539 |
242 | 139526 | 139657.067910328 | -131.067910328059 |
243 | 52164 | 69392.0830651114 | -17228.0830651114 |
244 | 51567 | 61088.8259530925 | -9521.82595309246 |
245 | 70551 | 72278.2802063942 | -1727.28020639422 |
246 | 84856 | 94475.9187886569 | -9619.91878865693 |
247 | 102538 | 123648.70702026 | -21110.70702026 |
248 | 86678 | 67718.0887524289 | 18959.9112475711 |
249 | 85709 | 79660.4039370664 | 6048.59606293364 |
250 | 34662 | 47249.7885819675 | -12587.7885819675 |
251 | 150580 | 136348.321412123 | 14231.6785878769 |
252 | 99611 | 93249.6898707083 | 6361.3101292917 |
253 | 19349 | 8002.58131129624 | 11346.4186887038 |
254 | 99373 | 102071.82206826 | -2698.82206826024 |
255 | 86230 | 109468.784657437 | -23238.7846574368 |
256 | 30837 | 30457.6848161285 | 379.315183871449 |
257 | 31706 | 42939.8339292433 | -11233.8339292433 |
258 | 89806 | 80922.0280313203 | 8883.97196867968 |
259 | 62088 | 49547.5310331426 | 12540.4689668574 |
260 | 40151 | 33647.8133494409 | 6503.18665055912 |
261 | 27634 | 40123.5982304009 | -12489.5982304009 |
262 | 76990 | 72344.6612619021 | 4645.3387380979 |
263 | 37460 | 25220.0542616097 | 12239.9457383903 |
264 | 54157 | 59904.3400978663 | -5747.34009786631 |
265 | 49862 | 64443.7088312693 | -14581.7088312693 |
266 | 84337 | 76714.6560322074 | 7622.34396779264 |
267 | 64175 | 87400.8587084556 | -23225.8587084556 |
268 | 59382 | 63915.9880896075 | -4533.9880896075 |
269 | 119308 | 74980.0700272438 | 44327.9299727562 |
270 | 76702 | 91486.7675161748 | -14784.7675161748 |
271 | 103425 | 107006.690779698 | -3581.69077969758 |
272 | 70344 | 70046.033461602 | 297.966538398006 |
273 | 43410 | 41256.1475771436 | 2153.85242285644 |
274 | 104838 | 101098.5206573 | 3739.47934269978 |
275 | 62215 | 51102.2178019305 | 11112.7821980695 |
276 | 69304 | 84213.698001422 | -14909.698001422 |
277 | 53117 | 37057.8532280794 | 16059.1467719206 |
278 | 19764 | 9985.56243778915 | 9778.43756221085 |
279 | 86680 | 90666.0408780647 | -3986.04087806472 |
280 | 84105 | 71882.5517034151 | 12222.4482965849 |
281 | 77945 | 84613.7580279543 | -6668.7580279543 |
282 | 89113 | 71030.6612305313 | 18082.3387694687 |
283 | 91005 | 90858.1322051136 | 146.867794886409 |
284 | 40248 | 28269.0634694847 | 11978.9365305153 |
285 | 64187 | 64576.1229516041 | -389.122951604128 |
286 | 50857 | 50806.8834323527 | 50.1165676473111 |
287 | 56613 | 53770.5592435267 | 2842.44075647329 |
288 | 62792 | 63553.6505297918 | -761.650529791837 |
289 | 72535 | 74653.4056054783 | -2118.40560547827 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
12 | 0.973269212845357 | 0.0534615743092854 | 0.0267307871546427 |
13 | 0.982412112873294 | 0.0351757742534124 | 0.0175878871267062 |
14 | 0.964516512953329 | 0.0709669740933429 | 0.0354834870466714 |
15 | 0.948640396003829 | 0.102719207992342 | 0.0513596039961711 |
16 | 0.917024017682964 | 0.165951964634071 | 0.0829759823170355 |
17 | 0.943289179885329 | 0.113421640229342 | 0.056710820114671 |
18 | 0.918519524320095 | 0.162960951359811 | 0.0814804756799054 |
19 | 0.902220199039609 | 0.195559601920782 | 0.0977798009603911 |
20 | 0.937611343619443 | 0.124777312761115 | 0.0623886563805573 |
21 | 0.916063654995062 | 0.167872690009876 | 0.0839363450049379 |
22 | 0.887668673700007 | 0.224662652599985 | 0.112331326299993 |
23 | 0.997559746612959 | 0.00488050677408136 | 0.00244025338704068 |
24 | 0.996396108714502 | 0.00720778257099589 | 0.00360389128549794 |
25 | 0.995865693066179 | 0.00826861386764273 | 0.00413430693382136 |
26 | 0.999273604360757 | 0.00145279127848556 | 0.000726395639242782 |
27 | 0.999626152114608 | 0.0007476957707834 | 0.0003738478853917 |
28 | 0.999382478029395 | 0.00123504394120992 | 0.00061752197060496 |
29 | 0.999329667789406 | 0.00134066442118834 | 0.000670332210594171 |
30 | 0.999218195744392 | 0.00156360851121645 | 0.000781804255608226 |
31 | 0.999185541780202 | 0.00162891643959613 | 0.000814458219798063 |
32 | 0.998703753236005 | 0.00259249352798991 | 0.00129624676399495 |
33 | 0.998065589787758 | 0.00386882042448468 | 0.00193441021224234 |
34 | 0.998031052772122 | 0.00393789445575564 | 0.00196894722787782 |
35 | 0.998082842617927 | 0.00383431476414544 | 0.00191715738207272 |
36 | 0.997621264238601 | 0.00475747152279739 | 0.00237873576139869 |
37 | 0.996866722135624 | 0.00626655572875106 | 0.00313327786437553 |
38 | 0.995482261883878 | 0.0090354762322441 | 0.00451773811612205 |
39 | 0.999014542493614 | 0.00197091501277271 | 0.000985457506386357 |
40 | 0.999181099234345 | 0.00163780153130979 | 0.000818900765654897 |
41 | 0.99884744119006 | 0.00230511761987943 | 0.00115255880993971 |
42 | 0.99851314812857 | 0.00297370374285927 | 0.00148685187142964 |
43 | 0.997957048008685 | 0.004085903982629 | 0.0020429519913145 |
44 | 0.997070857351985 | 0.00585828529602962 | 0.00292914264801481 |
45 | 0.997703450683351 | 0.00459309863329847 | 0.00229654931664924 |
46 | 0.996945935751563 | 0.00610812849687428 | 0.00305406424843714 |
47 | 0.996528364138337 | 0.0069432717233267 | 0.00347163586166335 |
48 | 0.995128386106048 | 0.00974322778790423 | 0.00487161389395211 |
49 | 0.993371299470082 | 0.0132574010598362 | 0.00662870052991808 |
50 | 0.998921027828263 | 0.00215794434347479 | 0.00107897217173739 |
51 | 0.999858218148083 | 0.000283563703833126 | 0.000141781851916563 |
52 | 0.999808348801613 | 0.000383302396773318 | 0.000191651198386659 |
53 | 0.999759281926194 | 0.00048143614761179 | 0.000240718073805895 |
54 | 0.999713909832075 | 0.000572180335850099 | 0.00028609016792505 |
55 | 0.999915037459107 | 0.000169925081785781 | 8.49625408928903e-05 |
56 | 0.999873349091522 | 0.000253301816955014 | 0.000126650908477507 |
57 | 0.999853249382778 | 0.000293501234444286 | 0.000146750617222143 |
58 | 0.999964428321818 | 7.11433563649775e-05 | 3.55716781824887e-05 |
59 | 0.999947007347457 | 0.000105985305086836 | 5.29926525434181e-05 |
60 | 0.999925564999279 | 0.00014887000144219 | 7.44350007210952e-05 |
61 | 0.999893709363358 | 0.000212581273284785 | 0.000106290636642393 |
62 | 0.999892776117272 | 0.000214447765456807 | 0.000107223882728404 |
63 | 0.999903753000858 | 0.000192493998283873 | 9.62469991419365e-05 |
64 | 0.999859300852209 | 0.000281398295581918 | 0.000140699147790959 |
65 | 0.999805578928032 | 0.000388842143936435 | 0.000194421071968217 |
66 | 0.999717620751841 | 0.000564758496318021 | 0.000282379248159011 |
67 | 0.999663656675659 | 0.000672686648681892 | 0.000336343324340946 |
68 | 0.999537555756895 | 0.00092488848621005 | 0.000462444243105025 |
69 | 0.999366237270405 | 0.00126752545918963 | 0.000633762729594817 |
70 | 0.999422503004854 | 0.00115499399029198 | 0.000577496995145992 |
71 | 0.999237498924066 | 0.00152500215186746 | 0.00076250107593373 |
72 | 0.999520745316053 | 0.000958509367893179 | 0.000479254683946589 |
73 | 0.999617445812174 | 0.000765108375652435 | 0.000382554187826217 |
74 | 0.999617568369576 | 0.000764863260847947 | 0.000382431630423974 |
75 | 0.99965269509363 | 0.000694609812740558 | 0.000347304906370279 |
76 | 0.99958878366223 | 0.000822432675539931 | 0.000411216337769965 |
77 | 0.999692177691629 | 0.000615644616741182 | 0.000307822308370591 |
78 | 0.999605886076189 | 0.000788227847621469 | 0.000394113923810735 |
79 | 0.999604205416031 | 0.000791589167938595 | 0.000395794583969298 |
80 | 0.999446475558828 | 0.00110704888234312 | 0.000553524441171558 |
81 | 0.999233553865574 | 0.00153289226885283 | 0.000766446134426417 |
82 | 0.999364191796633 | 0.00127161640673461 | 0.000635808203367306 |
83 | 0.999544323801919 | 0.000911352396161523 | 0.000455676198080762 |
84 | 0.999526667956635 | 0.000946664086730576 | 0.000473332043365288 |
85 | 0.999424430450669 | 0.00115113909866164 | 0.00057556954933082 |
86 | 0.999436764217818 | 0.00112647156436297 | 0.000563235782181483 |
87 | 0.999278830081531 | 0.00144233983693887 | 0.000721169918469437 |
88 | 0.999160039128841 | 0.00167992174231886 | 0.000839960871159429 |
89 | 0.999818159400054 | 0.000363681199891213 | 0.000181840599945607 |
90 | 0.999781463702528 | 0.000437072594944386 | 0.000218536297472193 |
91 | 0.999804662818266 | 0.000390674363468886 | 0.000195337181734443 |
92 | 0.999760829602095 | 0.000478340795810389 | 0.000239170397905194 |
93 | 0.999763866235956 | 0.000472267528087087 | 0.000236133764043543 |
94 | 0.999679540746465 | 0.000640918507069992 | 0.000320459253534996 |
95 | 0.9996024455454 | 0.000795108909199746 | 0.000397554454599873 |
96 | 0.999513639252343 | 0.000972721495313032 | 0.000486360747656516 |
97 | 0.999468462673803 | 0.0010630746523933 | 0.000531537326196648 |
98 | 0.999999671508562 | 6.5698287614888e-07 | 3.2849143807444e-07 |
99 | 0.999999572530952 | 8.54938095723963e-07 | 4.27469047861982e-07 |
100 | 0.999999378214946 | 1.24357010816401e-06 | 6.21785054082007e-07 |
101 | 0.999999158795427 | 1.68240914581284e-06 | 8.4120457290642e-07 |
102 | 0.999999070122965 | 1.85975407091679e-06 | 9.29877035458397e-07 |
103 | 0.999999547199892 | 9.05600216175421e-07 | 4.52800108087711e-07 |
104 | 0.999999338842779 | 1.32231444131724e-06 | 6.6115722065862e-07 |
105 | 0.999999381874999 | 1.23625000113274e-06 | 6.18125000566372e-07 |
106 | 0.99999929994253 | 1.40011494078163e-06 | 7.00057470390817e-07 |
107 | 0.999999330183358 | 1.33963328372964e-06 | 6.69816641864822e-07 |
108 | 0.999999051760604 | 1.8964787925979e-06 | 9.48239396298949e-07 |
109 | 0.999999049996266 | 1.90000746761491e-06 | 9.50003733807455e-07 |
110 | 0.999998541057388 | 2.91788522419085e-06 | 1.45894261209543e-06 |
111 | 0.999998030709352 | 3.93858129523997e-06 | 1.96929064761999e-06 |
112 | 0.999997571106262 | 4.85778747566265e-06 | 2.42889373783133e-06 |
113 | 0.999996930480287 | 6.13903942685921e-06 | 3.06951971342961e-06 |
114 | 0.99999551607555 | 8.96784890085485e-06 | 4.48392445042743e-06 |
115 | 0.999994833076169 | 1.03338476620573e-05 | 5.16692383102867e-06 |
116 | 0.999995209891646 | 9.58021670881658e-06 | 4.79010835440829e-06 |
117 | 0.999994529603212 | 1.09407935761084e-05 | 5.47039678805419e-06 |
118 | 0.999997692534555 | 4.61493088910701e-06 | 2.3074654445535e-06 |
119 | 0.999996534095143 | 6.93180971425011e-06 | 3.46590485712505e-06 |
120 | 0.999996048104317 | 7.90379136628242e-06 | 3.95189568314121e-06 |
121 | 0.999994187108794 | 1.16257824116497e-05 | 5.81289120582484e-06 |
122 | 0.999997608653369 | 4.78269326177905e-06 | 2.39134663088953e-06 |
123 | 0.999997334468696 | 5.33106260778861e-06 | 2.66553130389431e-06 |
124 | 0.999999268564451 | 1.46287109882627e-06 | 7.31435549413134e-07 |
125 | 0.999999956294371 | 8.74112585817307e-08 | 4.37056292908653e-08 |
126 | 0.999999945666517 | 1.08666965185486e-07 | 5.43334825927429e-08 |
127 | 0.999999920530548 | 1.58938904889289e-07 | 7.94694524446446e-08 |
128 | 0.999999884227652 | 2.31544696983998e-07 | 1.15772348491999e-07 |
129 | 0.999999863510513 | 2.7297897497368e-07 | 1.3648948748684e-07 |
130 | 0.999999784510713 | 4.30978574451091e-07 | 2.15489287225546e-07 |
131 | 0.99999966836118 | 6.63277640384245e-07 | 3.31638820192123e-07 |
132 | 0.999999816237798 | 3.67524405007619e-07 | 1.8376220250381e-07 |
133 | 0.99999974591103 | 5.08177939999548e-07 | 2.54088969999774e-07 |
134 | 0.999999959852022 | 8.02959560659656e-08 | 4.01479780329828e-08 |
135 | 0.999999942173783 | 1.15652434870288e-07 | 5.78262174351442e-08 |
136 | 0.999999984969344 | 3.00613119169942e-08 | 1.50306559584971e-08 |
137 | 0.99999997539812 | 4.92037608779637e-08 | 2.46018804389818e-08 |
138 | 0.99999998908574 | 2.18285191989796e-08 | 1.09142595994898e-08 |
139 | 0.999999986339733 | 2.732053344761e-08 | 1.3660266723805e-08 |
140 | 0.999999979219184 | 4.15616325348908e-08 | 2.07808162674454e-08 |
141 | 0.999999977951075 | 4.40978492949722e-08 | 2.20489246474861e-08 |
142 | 0.9999999660904 | 6.78191999735454e-08 | 3.39095999867727e-08 |
143 | 0.999999947214529 | 1.05570941546545e-07 | 5.27854707732726e-08 |
144 | 0.99999992171634 | 1.56567319470738e-07 | 7.82836597353692e-08 |
145 | 0.999999887675167 | 2.2464966673288e-07 | 1.1232483336644e-07 |
146 | 0.999999857857105 | 2.84285789106937e-07 | 1.42142894553469e-07 |
147 | 0.999999785537721 | 4.2892455829913e-07 | 2.14462279149565e-07 |
148 | 0.99999969101426 | 6.17971480303416e-07 | 3.08985740151708e-07 |
149 | 0.999999631444893 | 7.37110213470756e-07 | 3.68555106735378e-07 |
150 | 0.999999423039529 | 1.15392094148224e-06 | 5.76960470741121e-07 |
151 | 0.99999934292009 | 1.31415982067119e-06 | 6.57079910335596e-07 |
152 | 0.999999168329824 | 1.66334035147241e-06 | 8.31670175736205e-07 |
153 | 0.999998864059759 | 2.27188048292354e-06 | 1.13594024146177e-06 |
154 | 0.999998301227937 | 3.39754412593719e-06 | 1.6987720629686e-06 |
155 | 0.999997850907975 | 4.29818404990225e-06 | 2.14909202495112e-06 |
156 | 0.999999288144169 | 1.42371166210088e-06 | 7.11855831050438e-07 |
157 | 0.999999228174992 | 1.54365001508605e-06 | 7.71825007543025e-07 |
158 | 0.999999155268319 | 1.68946336305634e-06 | 8.44731681528169e-07 |
159 | 0.999999048917153 | 1.90216569477645e-06 | 9.51082847388225e-07 |
160 | 0.999998984177883 | 2.03164423473554e-06 | 1.01582211736777e-06 |
161 | 0.999998991441829 | 2.01711634109973e-06 | 1.00855817054986e-06 |
162 | 0.999998532724468 | 2.93455106457622e-06 | 1.46727553228811e-06 |
163 | 0.999998383654306 | 3.23269138778402e-06 | 1.61634569389201e-06 |
164 | 0.999998088406099 | 3.82318780193053e-06 | 1.91159390096527e-06 |
165 | 0.999998454427936 | 3.09114412724148e-06 | 1.54557206362074e-06 |
166 | 0.999999319593334 | 1.36081333253107e-06 | 6.80406666265535e-07 |
167 | 0.999998958590782 | 2.08281843624731e-06 | 1.04140921812366e-06 |
168 | 0.999998504156778 | 2.99168644325085e-06 | 1.49584322162543e-06 |
169 | 0.999998315909449 | 3.36818110300002e-06 | 1.68409055150001e-06 |
170 | 0.999999989336183 | 2.13276342519639e-08 | 1.06638171259819e-08 |
171 | 0.999999982214194 | 3.5571612126163e-08 | 1.77858060630815e-08 |
172 | 0.999999974399439 | 5.1201122036394e-08 | 2.5600561018197e-08 |
173 | 0.999999957161263 | 8.56774737363163e-08 | 4.28387368681582e-08 |
174 | 0.999999983286874 | 3.34262520167082e-08 | 1.67131260083541e-08 |
175 | 0.999999999715276 | 5.69448408394982e-10 | 2.84724204197491e-10 |
176 | 0.999999999525144 | 9.49711171761847e-10 | 4.74855585880924e-10 |
177 | 0.999999999636981 | 7.26037855495249e-10 | 3.63018927747625e-10 |
178 | 0.999999999391437 | 1.21712565990079e-09 | 6.08562829950397e-10 |
179 | 0.999999998993933 | 2.01213451575314e-09 | 1.00606725787657e-09 |
180 | 0.999999999559628 | 8.80744068885729e-10 | 4.40372034442864e-10 |
181 | 0.999999999457545 | 1.08491024757919e-09 | 5.42455123789594e-10 |
182 | 0.999999999953271 | 9.34580909438078e-11 | 4.67290454719039e-11 |
183 | 0.999999999912822 | 1.74355437837993e-10 | 8.71777189189965e-11 |
184 | 0.999999999921591 | 1.56817638641353e-10 | 7.84088193206763e-11 |
185 | 0.999999999979099 | 4.18020853558967e-11 | 2.09010426779484e-11 |
186 | 0.99999999996226 | 7.54800466760664e-11 | 3.77400233380332e-11 |
187 | 0.999999999933658 | 1.32684619364426e-10 | 6.63423096822129e-11 |
188 | 0.999999999878005 | 2.43990223862404e-10 | 1.21995111931202e-10 |
189 | 0.999999999819704 | 3.60591398941288e-10 | 1.80295699470644e-10 |
190 | 0.999999999801602 | 3.96795596055604e-10 | 1.98397798027802e-10 |
191 | 0.999999999979983 | 4.00341323734393e-11 | 2.00170661867197e-11 |
192 | 0.999999999961264 | 7.74713244132098e-11 | 3.87356622066049e-11 |
193 | 0.999999999936506 | 1.26987295102524e-10 | 6.34936475512622e-11 |
194 | 0.999999999877079 | 2.45841135936911e-10 | 1.22920567968456e-10 |
195 | 0.999999999775411 | 4.49177531617494e-10 | 2.24588765808747e-10 |
196 | 0.999999999628395 | 7.43209003372517e-10 | 3.71604501686258e-10 |
197 | 0.999999999616261 | 7.67478678006511e-10 | 3.83739339003255e-10 |
198 | 0.999999999299959 | 1.40008161257448e-09 | 7.00040806287238e-10 |
199 | 0.999999999323722 | 1.35255674294756e-09 | 6.76278371473782e-10 |
200 | 0.999999998781971 | 2.43605866973216e-09 | 1.21802933486608e-09 |
201 | 0.999999997762577 | 4.4748453140599e-09 | 2.23742265702995e-09 |
202 | 0.999999996448317 | 7.10336552550229e-09 | 3.55168276275114e-09 |
203 | 0.999999994108856 | 1.17822871715567e-08 | 5.89114358577833e-09 |
204 | 0.999999989330426 | 2.13391483273986e-08 | 1.06695741636993e-08 |
205 | 0.999999989608013 | 2.078397420606e-08 | 1.039198710303e-08 |
206 | 0.999999981185406 | 3.76291881311309e-08 | 1.88145940655655e-08 |
207 | 0.999999967246375 | 6.55072503073529e-08 | 3.27536251536765e-08 |
208 | 0.999999994552068 | 1.08958637897302e-08 | 5.44793189486512e-09 |
209 | 0.99999999683952 | 6.32095924208737e-09 | 3.16047962104368e-09 |
210 | 0.999999994365294 | 1.12694125412619e-08 | 5.63470627063095e-09 |
211 | 0.999999991898539 | 1.62029225726618e-08 | 8.10146128633089e-09 |
212 | 0.999999996864488 | 6.27102402949386e-09 | 3.13551201474693e-09 |
213 | 0.999999993904098 | 1.21918037385192e-08 | 6.09590186925961e-09 |
214 | 0.999999988253447 | 2.34931055104236e-08 | 1.17465527552118e-08 |
215 | 0.999999987339315 | 2.53213693724155e-08 | 1.26606846862077e-08 |
216 | 0.999999985727068 | 2.85458637921734e-08 | 1.42729318960867e-08 |
217 | 0.999999993558942 | 1.28821160414229e-08 | 6.44105802071144e-09 |
218 | 0.999999987387483 | 2.52250336620008e-08 | 1.26125168310004e-08 |
219 | 0.999999977773947 | 4.4452105312986e-08 | 2.2226052656493e-08 |
220 | 0.999999976195271 | 4.76094578295719e-08 | 2.3804728914786e-08 |
221 | 0.999999962973848 | 7.40523046272727e-08 | 3.70261523136363e-08 |
222 | 0.999999929242602 | 1.4151479546714e-07 | 7.07573977335701e-08 |
223 | 0.999999977859401 | 4.42811974739639e-08 | 2.2140598736982e-08 |
224 | 0.999999959895485 | 8.02090305001404e-08 | 4.01045152500702e-08 |
225 | 0.99999992363796 | 1.52724080603765e-07 | 7.63620403018824e-08 |
226 | 0.999999860245023 | 2.79509954928663e-07 | 1.39754977464331e-07 |
227 | 0.999999855930751 | 2.88138497719006e-07 | 1.44069248859503e-07 |
228 | 0.99999989529052 | 2.09418959846793e-07 | 1.04709479923397e-07 |
229 | 0.999999851524081 | 2.9695183779921e-07 | 1.48475918899605e-07 |
230 | 0.999999957603115 | 8.47937694318141e-08 | 4.23968847159071e-08 |
231 | 0.99999995728064 | 8.54387197720874e-08 | 4.27193598860437e-08 |
232 | 0.999999912807517 | 1.74384966877176e-07 | 8.7192483438588e-08 |
233 | 0.99999996834869 | 6.3302619375289e-08 | 3.16513096876445e-08 |
234 | 0.999999934457771 | 1.31084458307953e-07 | 6.55422291539767e-08 |
235 | 0.999999930801509 | 1.38396981470861e-07 | 6.91984907354304e-08 |
236 | 0.999999873274443 | 2.53451114453641e-07 | 1.2672555722682e-07 |
237 | 0.999999998945564 | 2.10887252493419e-09 | 1.0544362624671e-09 |
238 | 0.999999997750749 | 4.49850106401831e-09 | 2.24925053200916e-09 |
239 | 0.999999995940517 | 8.11896550175373e-09 | 4.05948275087686e-09 |
240 | 0.99999999749894 | 5.00211956990465e-09 | 2.50105978495232e-09 |
241 | 0.99999999708791 | 5.82418072217385e-09 | 2.91209036108692e-09 |
242 | 0.999999993099382 | 1.38012368403881e-08 | 6.90061842019403e-09 |
243 | 0.999999991537892 | 1.69242165554244e-08 | 8.46210827771218e-09 |
244 | 0.99999998568564 | 2.86287192468972e-08 | 1.43143596234486e-08 |
245 | 0.999999967907466 | 6.41850677571382e-08 | 3.20925338785691e-08 |
246 | 0.999999923424821 | 1.53150358686777e-07 | 7.65751793433887e-08 |
247 | 0.999999882656413 | 2.34687174214656e-07 | 1.17343587107328e-07 |
248 | 0.999999837613982 | 3.24772036894141e-07 | 1.6238601844707e-07 |
249 | 0.999999619420326 | 7.61159347298339e-07 | 3.80579673649169e-07 |
250 | 0.999999331661093 | 1.33667781304358e-06 | 6.68338906521788e-07 |
251 | 0.999999226811858 | 1.54637628379781e-06 | 7.73188141898907e-07 |
252 | 0.999998417039097 | 3.16592180643627e-06 | 1.58296090321814e-06 |
253 | 0.999996379276129 | 7.24144774244315e-06 | 3.62072387122158e-06 |
254 | 0.999991821540051 | 1.63569198981384e-05 | 8.17845994906918e-06 |
255 | 0.999992373900508 | 1.52521989830688e-05 | 7.62609949153442e-06 |
256 | 0.999984547206342 | 3.09055873151833e-05 | 1.54527936575917e-05 |
257 | 0.999982217552919 | 3.55648941611056e-05 | 1.77824470805528e-05 |
258 | 0.999971111247112 | 5.77775057761396e-05 | 2.88887528880698e-05 |
259 | 0.999951609869968 | 9.67802600644633e-05 | 4.83901300322316e-05 |
260 | 0.999891931684544 | 0.000216136630912116 | 0.000108068315456058 |
261 | 0.999789425492998 | 0.000421149014004303 | 0.000210574507002151 |
262 | 0.999557165001119 | 0.000885669997761471 | 0.000442834998880735 |
263 | 0.999069909539067 | 0.00186018092186569 | 0.000930090460932846 |
264 | 0.998196774035482 | 0.00360645192903695 | 0.00180322596451847 |
265 | 0.998709721633838 | 0.00258055673232358 | 0.00129027836616179 |
266 | 0.997757780920959 | 0.00448443815808105 | 0.00224221907904052 |
267 | 0.99888595026292 | 0.00222809947415925 | 0.00111404973707963 |
268 | 0.997986392280542 | 0.00402721543891693 | 0.00201360771945846 |
269 | 0.999994302784827 | 1.13944303467461e-05 | 5.69721517337304e-06 |
270 | 0.999988924371413 | 2.21512571736988e-05 | 1.10756285868494e-05 |
271 | 0.999962083158376 | 7.58336832483449e-05 | 3.79168416241725e-05 |
272 | 0.999875560066486 | 0.000248879867028835 | 0.000124439933514417 |
273 | 0.999693370664482 | 0.000613258671036815 | 0.000306629335518408 |
274 | 0.9989922797101 | 0.00201544057979936 | 0.00100772028989968 |
275 | 0.99746231130267 | 0.00507537739466032 | 0.00253768869733016 |
276 | 0.990324082677711 | 0.019351834644578 | 0.00967591732228898 |
277 | 0.984550682343115 | 0.0308986353137697 | 0.0154493176568849 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 252 | 0.947368421052632 | NOK |
5% type I error level | 256 | 0.962406015037594 | NOK |
10% type I error level | 258 | 0.969924812030075 | NOK |