Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = + 4688.75114806451 + 458.887959787018logins[t] + 218.670530689787compendium_views_info[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) | 4688.75114806451 | 4351.024274 | 1.0776 | 0.282111 | 0.141056 |
logins | 458.887959787018 | 85.59916 | 5.3609 | 0 | 0 |
compendium_views_info | 218.670530689787 | 10.105449 | 21.6389 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.90287585834747 |
R-squared | 0.81518481558668 |
Adjusted R-squared | 0.813892401709664 |
F-TEST (value) | 630.745947628391 |
F-TEST (DF numerator) | 2 |
F-TEST (DF denominator) | 286 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 35521.3759601658 |
Sum Squared Residuals | 360865690929.585 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 116980.007049293 | 93926.9929507067 |
2 | 120982 | 95331.6245110043 | 25650.3754889957 |
3 | 176508 | 151705.527632155 | 24802.4723678454 |
4 | 179321 | 256984.182746133 | -77663.1827461334 |
5 | 123185 | 82085.3128257878 | 41099.6871742122 |
6 | 52746 | 47430.8360313795 | 5315.16396862045 |
7 | 385534 | 388469.812385918 | -2935.8123859179 |
8 | 33170 | 36783.8222694177 | -3613.82226941765 |
9 | 101645 | 114725.459500558 | -13080.4595005577 |
10 | 149061 | 168327.689511194 | -19266.6895111938 |
11 | 165446 | 131572.695003517 | 33873.3049964826 |
12 | 237213 | 186464.537371985 | 50748.4626280153 |
13 | 173326 | 146752.688380073 | 26573.3116199268 |
14 | 133131 | 144729.617548489 | -11598.6175484888 |
15 | 258873 | 225745.448395747 | 33127.5516042527 |
16 | 180083 | 143654.610246832 | 36428.389753168 |
17 | 324799 | 389368.3790258 | -64569.3790257998 |
18 | 230964 | 162836.177798926 | 68127.8222010737 |
19 | 236785 | 248446.427409386 | -11661.4274093856 |
20 | 135473 | 107691.3118149 | 27781.6881850997 |
21 | 202925 | 156667.107596182 | 46257.892403818 |
22 | 215147 | 171034.721926486 | 44112.2780735144 |
23 | 344297 | 249685.069186356 | 94611.930813644 |
24 | 153935 | 106862.925035571 | 47072.0749644286 |
25 | 132943 | 112699.187122358 | 20243.812877642 |
26 | 174724 | 258142.176094805 | -83418.1760948047 |
27 | 174415 | 225732.642209286 | -51317.6422092859 |
28 | 225548 | 251138.316019501 | -25590.3160195007 |
29 | 223632 | 150365.554456378 | 73266.4455436223 |
30 | 124817 | 125600.748433055 | -783.74843305547 |
31 | 221698 | 174690.681799605 | 47007.318200395 |
32 | 210767 | 172827.179968819 | 37939.8200311812 |
33 | 170266 | 150128.538573896 | 20137.4614261042 |
34 | 260561 | 175774.429813208 | 84786.5701867921 |
35 | 84853 | 76643.2980035659 | 8209.70199643408 |
36 | 294424 | 256944.290495934 | 37479.7095040661 |
37 | 101011 | 72334.5280849925 | 28676.4719150075 |
38 | 215641 | 204670.091402513 | 10970.9085974867 |
39 | 325107 | 255012.94642331 | 70094.05357669 |
40 | 7176 | 27796.7836127289 | -20620.7836127289 |
41 | 167542 | 145841.31555373 | 21700.6844462702 |
42 | 106408 | 75309.7279210198 | 31098.2720789802 |
43 | 96560 | 149555.513028841 | -52995.5130288409 |
44 | 265769 | 274393.975226402 | -8624.9752264019 |
45 | 269651 | 312927.147899135 | -43276.1478991348 |
46 | 149112 | 147812.551876553 | 1299.44812344672 |
47 | 175824 | 252779.945772982 | -76955.9457729818 |
48 | 152871 | 147636.975142678 | 5234.02485732162 |
49 | 111665 | 95732.2748687997 | 15932.7251312003 |
50 | 116408 | 233420.463868297 | -117012.463868297 |
51 | 362301 | 416822.736040522 | -54521.7360405218 |
52 | 78800 | 96123.3205867491 | -17323.3205867491 |
53 | 183167 | 156774.842088219 | 26392.1579117808 |
54 | 277965 | 303123.664721679 | -25158.6647216785 |
55 | 150629 | 186696.014089136 | -36067.0140891359 |
56 | 168809 | 133814.436365792 | 34994.5636342085 |
57 | 24188 | 63372.2378733266 | -39184.2378733266 |
58 | 329267 | 290605.0181799 | 38661.9818201005 |
59 | 65029 | 68250.8317903396 | -3221.83179033958 |
60 | 101097 | 133334.001507597 | -32237.0015075971 |
61 | 218946 | 212871.837076688 | 6074.16292331197 |
62 | 244052 | 161410.01702952 | 82641.9829704804 |
63 | 341570 | 360805.525552452 | -19235.5255524521 |
64 | 103597 | 107297.064550336 | -3700.06455033567 |
65 | 233328 | 245665.149659025 | -12337.1496590253 |
66 | 256462 | 227371.070416152 | 29090.9295838484 |
67 | 206161 | 182248.358140272 | 23912.6418597282 |
68 | 311473 | 289842.999951593 | 21630.0000484069 |
69 | 235800 | 249219.778133338 | -13419.7781333383 |
70 | 177939 | 229936.879182437 | -51997.8791824375 |
71 | 207176 | 192285.655653595 | 14890.3443464055 |
72 | 196553 | 140836.641792888 | 55716.3582071125 |
73 | 174184 | 112541.955740275 | 61642.0442597248 |
74 | 143246 | 153417.337246189 | -10171.3372461886 |
75 | 187559 | 217000.964786871 | -29441.9647868711 |
76 | 187681 | 184022.470830813 | 3658.52916918716 |
77 | 119016 | 129576.710235671 | -10560.7102356712 |
78 | 182192 | 172217.46372018 | 9974.5362798203 |
79 | 73566 | 103561.320176817 | -29995.3201768172 |
80 | 194979 | 159312.700862867 | 35666.2991371331 |
81 | 167488 | 160695.767835459 | 6792.23216454135 |
82 | 143756 | 130540.781498675 | 13215.2185013246 |
83 | 275541 | 212252.516188203 | 63288.4838117971 |
84 | 243199 | 203545.587210811 | 39653.4127891891 |
85 | 182999 | 139099.219805931 | 43899.7801940694 |
86 | 135649 | 124418.006639361 | 11230.9933606386 |
87 | 152299 | 146435.887997192 | 5863.11200280777 |
88 | 120221 | 135157.611088184 | -14936.6110881838 |
89 | 346485 | 264659.198218683 | 81825.8017813166 |
90 | 145790 | 172891.820664041 | -27101.8206640411 |
91 | 193339 | 142163.808782203 | 51175.191217797 |
92 | 80953 | 111719.972054177 | -30766.972054177 |
93 | 122774 | 180813.456658919 | -58039.4566589191 |
94 | 130585 | 91180.0859745137 | 39404.9140254863 |
95 | 112611 | 77733.4491103995 | 34877.5508896005 |
96 | 286468 | 324863.774018928 | -38395.7740189279 |
97 | 241066 | 198448.322763108 | 42617.6772368919 |
98 | 148446 | 244344.385762941 | -95898.3857629406 |
99 | 204713 | 179186.970710615 | 25526.0292893853 |
100 | 182079 | 145558.004327818 | 36520.9956721823 |
101 | 140344 | 132222.303502356 | 8121.69649764394 |
102 | 220516 | 231036.634929117 | -10520.6349291171 |
103 | 243060 | 205473.729736819 | 37586.2702631806 |
104 | 162765 | 126303.055368555 | 36461.9446314449 |
105 | 182613 | 127328.565780166 | 55284.4342198337 |
106 | 232138 | 168059.522090458 | 64078.4779095416 |
107 | 265318 | 260648.883331199 | 4669.11666880119 |
108 | 85574 | 97044.2980529385 | -11470.2980529385 |
109 | 310839 | 297065.530557587 | 13773.4694424132 |
110 | 225060 | 193655.916439725 | 31404.0835602752 |
111 | 232317 | 184068.766174243 | 48248.2338257569 |
112 | 144966 | 170919.720413318 | -25953.7204133176 |
113 | 43287 | 57908.6761526972 | -14621.6761526972 |
114 | 155754 | 163664.564578255 | -7910.56457825518 |
115 | 164709 | 179787.082319408 | -15078.0823194078 |
116 | 201940 | 218273.95964871 | -16333.9596487104 |
117 | 235454 | 217278.736847453 | 18175.2631525474 |
118 | 220801 | 196548.130228738 | 24252.8697712623 |
119 | 99466 | 87330.2040157273 | 12135.7959842727 |
120 | 92661 | 143765.546285485 | -51104.5462854845 |
121 | 133328 | 140574.877465383 | -7246.87746538286 |
122 | 61361 | 138643.533392759 | -77282.5333927589 |
123 | 125930 | 191956.049084252 | -66026.0490842522 |
124 | 100750 | 126727.590243473 | -25977.5902434732 |
125 | 224549 | 129314.945908166 | 95234.0540918335 |
126 | 82316 | 72947.445880247 | 9368.55411975302 |
127 | 102010 | 109917.909371998 | -7907.90937199776 |
128 | 101523 | 93061.933157092 | 8461.06684290795 |
129 | 243511 | 169128.126298885 | 74382.8737011155 |
130 | 22938 | 42952.8924721619 | -20014.8924721619 |
131 | 41566 | 70825.3812685714 | -29259.3812685714 |
132 | 152474 | 160689.364742228 | -8215.36474222793 |
133 | 61857 | 58145.6920351791 | 3711.30796482087 |
134 | 99923 | 169895.073929606 | -69972.0739296064 |
135 | 132487 | 113376.745612835 | 19110.2543871652 |
136 | 317394 | 257356.883112291 | 60037.1168877093 |
137 | 21054 | 43956.8559853657 | -22902.8559853657 |
138 | 209641 | 178124.769595419 | 31516.2304045807 |
139 | 22648 | 53643.0000309387 | -30995.0000309387 |
140 | 31414 | 57141.7285219753 | -25727.7285219753 |
141 | 46698 | 85254.434747482 | -38556.434747482 |
142 | 131698 | 144289.074940494 | -12591.0749404939 |
143 | 91735 | 104281.972464109 | -12546.9724641089 |
144 | 244749 | 259081.498912786 | -14332.4989127861 |
145 | 184510 | 144600.336158044 | 39909.6638419558 |
146 | 79863 | 117445.298102311 | -37582.298102311 |
147 | 128423 | 114747.006398965 | 13675.9936010348 |
148 | 97839 | 113312.104917612 | -15473.1049176125 |
149 | 38214 | 80644.0082512044 | -42430.0082512044 |
150 | 151101 | 131769.8186358 | 19331.1813642002 |
151 | 272458 | 214263.644761226 | 58194.3552387742 |
152 | 172494 | 113613.761495317 | 58880.2385046833 |
153 | 108043 | 135040.2719563 | -26997.2719563005 |
154 | 328107 | 308947.984549904 | 19159.0154500962 |
155 | 250579 | 194533.800109099 | 56045.1998909006 |
156 | 351067 | 272201.730754173 | 78865.2692458266 |
157 | 158015 | 105464.714257803 | 52550.285742197 |
158 | 98866 | 99760.9351080764 | -894.935108076401 |
159 | 85439 | 96366.7395624617 | -10927.7395624617 |
160 | 229242 | 275258.188781415 | -46016.1887814149 |
161 | 351619 | 347716.445249318 | 3902.55475068165 |
162 | 84207 | 95843.2109074523 | -11636.2109074523 |
163 | 120445 | 158769.962928165 | -38324.9629281654 |
164 | 324598 | 361742.510751718 | -37144.5107517183 |
165 | 131069 | 166636.562867667 | -35567.5628676671 |
166 | 204271 | 128923.900190217 | 75347.0998097828 |
167 | 165543 | 164625.434294644 | 917.565705355895 |
168 | 141722 | 143164.570748791 | -1442.57074879144 |
169 | 116048 | 84351.8026330847 | 31696.1973669153 |
170 | 250047 | 184213.191369864 | 65833.8086301355 |
171 | 299775 | 347205.72278077 | -47430.7227807705 |
172 | 195838 | 158764.423762835 | 37073.5762371653 |
173 | 173260 | 190166.792588534 | -16906.7925885343 |
174 | 254488 | 206123.338235658 | 48364.6617643419 |
175 | 104389 | 127457.847170611 | -23068.847170611 |
176 | 136084 | 165183.316034522 | -29099.3160345223 |
177 | 199476 | 225086.235257063 | -25610.2352570626 |
178 | 92499 | 89129.0651512912 | 3369.93484870876 |
179 | 224330 | 176602.816592537 | 47727.1834074632 |
180 | 135781 | 113598.61769014 | 22182.38230986 |
181 | 74408 | 130337.254773162 | -55929.2547731624 |
182 | 81240 | 144966.633430971 | -63726.6334309707 |
183 | 14688 | 27864.6258545666 | -13176.6258545666 |
184 | 181633 | 160141.087642196 | 21491.9123578042 |
185 | 271856 | 232138.728294512 | 39717.271705488 |
186 | 7199 | 23164.8102180439 | -15965.8102180439 |
187 | 46660 | 70502.1777924598 | -23842.1777924598 |
188 | 17547 | 22071.4575645949 | -4524.45756459494 |
189 | 133368 | 138197.451619433 | -4829.45161943336 |
190 | 95227 | 72553.1986156823 | 22673.8013843177 |
191 | 152601 | 122493.065659968 | 30107.9343400318 |
192 | 98146 | 123414.043126158 | -25268.0431261576 |
193 | 79619 | 117574.579492756 | -37955.5794927557 |
194 | 59194 | 81891.3907401208 | -22697.3907401208 |
195 | 139942 | 132859.969742633 | 7082.03025736666 |
196 | 118612 | 125074.018231431 | -6462.01823143076 |
197 | 72880 | 102052.173360396 | -29172.1733603961 |
198 | 65475 | 62149.603829433 | 3325.39617056702 |
199 | 99643 | 151289.733469182 | -51646.7334691824 |
200 | 71965 | 75854.8034744365 | -3889.80347443654 |
201 | 77272 | 77246.6111589743 | 25.38884102568 |
202 | 49289 | 41834.7913736902 | 7454.20862630979 |
203 | 135131 | 140155.881755795 | -5024.88175579537 |
204 | 108446 | 117284.865173613 | -8838.86517361284 |
205 | 89746 | 144757.567540127 | -55011.567540127 |
206 | 44296 | 53990.9519520732 | -9694.95195207316 |
207 | 77648 | 87046.8927898152 | -9398.89278981522 |
208 | 181528 | 162639.054166644 | 18888.9458333561 |
209 | 134019 | 121288.776967867 | 12730.2230321333 |
210 | 124064 | 120352.655696501 | 3711.34430349943 |
211 | 92630 | 107669.764916493 | -15039.7649164929 |
212 | 121848 | 96714.6914835961 | 25133.3085164039 |
213 | 52915 | 50692.5486399343 | 2222.45136006573 |
214 | 81872 | 78912.9893574782 | 2959.01064252179 |
215 | 58981 | 105178.201485275 | -46197.2014852755 |
216 | 53515 | 63895.7665283359 | -10380.7665283359 |
217 | 60812 | 112129.363123918 | -51317.3631239184 |
218 | 56375 | 68530.9414696364 | -12155.9414696364 |
219 | 65490 | 63766.4851378913 | 1723.51486210873 |
220 | 80949 | 56879.9641944706 | 24069.0358055294 |
221 | 76302 | 91731.5646211612 | -15429.5646211612 |
222 | 104011 | 113897.072721229 | -9886.07272122881 |
223 | 98104 | 168543.158495268 | -70439.1584952682 |
224 | 67989 | 54779.4464812025 | 13209.5535187975 |
225 | 30989 | 31449.541939233 | -460.541939232985 |
226 | 135458 | 168906.254221579 | -33448.2542215794 |
227 | 73504 | 74980.1213516774 | -1476.12135167739 |
228 | 63123 | 90896.7747486016 | -27773.7747486016 |
229 | 61254 | 101020.259855554 | -39766.2598555542 |
230 | 74914 | 107454.295932418 | -32540.2959324185 |
231 | 31774 | 52417.1644404298 | -20643.1644404298 |
232 | 81437 | 90351.6991951848 | -8914.69919518483 |
233 | 87186 | 140334.660036286 | -53148.6600362856 |
234 | 50090 | 62848.7092183172 | -12758.7092183172 |
235 | 65745 | 103357.793451304 | -37612.7934513041 |
236 | 56653 | 62075.3584943646 | -5422.35849436458 |
237 | 158399 | 119456.426675334 | 38942.573324666 |
238 | 46455 | 58475.2986045215 | -12020.2986045215 |
239 | 73624 | 95954.1469461049 | -22330.1469461049 |
240 | 38395 | 64835.0893463174 | -26440.0893463174 |
241 | 91899 | 94004.4575216889 | -2105.45752168889 |
242 | 139526 | 153576.906246987 | -14050.9062469867 |
243 | 52164 | 67474.2795197716 | -15310.2795197716 |
244 | 51567 | 63501.5192637712 | -11934.5192637712 |
245 | 70551 | 79923.3559639127 | -9372.35596391273 |
246 | 84856 | 102621.997358836 | -17765.9973588357 |
247 | 102538 | 137993.92489392 | -35455.9248939203 |
248 | 86678 | 75087.8558437146 | 11590.1441562854 |
249 | 85709 | 99883.8134052903 | -14174.8134052903 |
250 | 34662 | 66892.5132627706 | -32230.5132627706 |
251 | 150580 | 155918.505317252 | -5338.50531725214 |
252 | 99611 | 84382.9541713382 | 15228.0458286618 |
253 | 19349 | 24387.4442619375 | -5038.44426193747 |
254 | 99373 | 120410.893298492 | -21037.8932984922 |
255 | 86230 | 126998.959210824 | -40768.959210824 |
256 | 30837 | 52330.9768468 | -21493.9768468 |
257 | 31706 | 48921.6374960085 | -17215.6374960085 |
258 | 89806 | 89344.5341353657 | 461.465864634332 |
259 | 62088 | 55801.7553461984 | 6286.24465380156 |
260 | 40151 | 41175.5782350055 | -1024.57823500549 |
261 | 27634 | 55195.2406441747 | -27561.2406441747 |
262 | 76990 | 59500.8090161327 | 17489.1909838673 |
263 | 37460 | 43387.0319869262 | -5927.03198692616 |
264 | 54157 | 57360.3990526651 | -3203.3990526651 |
265 | 49862 | 66932.4055129701 | -17070.4055129701 |
266 | 84337 | 77847.5866956674 | 6489.41330433257 |
267 | 64175 | 80816.383438464 | -16641.383438464 |
268 | 59382 | 76812.4716442101 | -17430.4716442101 |
269 | 119308 | 70717.6467765342 | 48590.3532234658 |
270 | 76702 | 99991.5478973276 | -23289.5478973276 |
271 | 103425 | 129025.231589024 | -25600.2315890237 |
272 | 70344 | 67831.8360807521 | 2512.16391924791 |
273 | 43410 | 77259.4173454357 | -33849.4173454357 |
274 | 104838 | 103708.946919054 | 1129.05308094606 |
275 | 62215 | 57751.4447706144 | 4463.55522938557 |
276 | 69304 | 89741.9829465457 | -20437.9829465457 |
277 | 53117 | 48678.2185202959 | 4438.78147970406 |
278 | 19764 | 26595.6964672428 | -6831.69646724278 |
279 | 86680 | 97854.3394804753 | -11174.3394804753 |
280 | 84105 | 70939.5188538394 | 13165.4811461606 |
281 | 77945 | 79248.9990200513 | -1303.99902005128 |
282 | 89113 | 88186.5407866944 | 926.459213305598 |
283 | 91005 | 116398.240792292 | -25393.2407922923 |
284 | 40248 | 52047.6656208879 | -11799.6656208879 |
285 | 64187 | 69122.3123664834 | -4935.31236648337 |
286 | 50857 | 50406.0358674068 | 450.964132593201 |
287 | 56613 | 64576.5265654281 | -7963.52656542808 |
288 | 62792 | 59235.8431420127 | 3556.1568579873 |
289 | 72535 | 83055.7871820228 | -10520.7871820228 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
6 | 0.910421632634686 | 0.179156734730628 | 0.0895783673653141 |
7 | 0.951285217678294 | 0.0974295646434115 | 0.0487147823217057 |
8 | 0.949900392317578 | 0.100199215364844 | 0.0500996076824218 |
9 | 0.930671158061072 | 0.138657683877855 | 0.0693288419389277 |
10 | 0.906246634056571 | 0.187506731886858 | 0.0937533659434289 |
11 | 0.873392550978907 | 0.253214898042186 | 0.126607449021093 |
12 | 0.882232582740206 | 0.235534834519588 | 0.117767417259794 |
13 | 0.833167909752707 | 0.333664180494586 | 0.166832090247293 |
14 | 0.798307383292729 | 0.403385233414543 | 0.201692616707271 |
15 | 0.784550244632387 | 0.430899510735226 | 0.215449755367613 |
16 | 0.738923107704864 | 0.522153784590271 | 0.261076892295136 |
17 | 0.765057624585306 | 0.469884750829389 | 0.234942375414694 |
18 | 0.8238218247161 | 0.352356350567801 | 0.176178175283901 |
19 | 0.773619841591487 | 0.452760316817026 | 0.226380158408513 |
20 | 0.719547538785693 | 0.560904922428614 | 0.280452461214307 |
21 | 0.704393662133475 | 0.591212675733051 | 0.295606337866525 |
22 | 0.683365666906262 | 0.633268666187476 | 0.316634333093738 |
23 | 0.889110123736731 | 0.221779752526537 | 0.110889876263269 |
24 | 0.865096923965031 | 0.269806152069939 | 0.134903076034969 |
25 | 0.834109713692232 | 0.331780572615537 | 0.165890286307769 |
26 | 0.941567832679249 | 0.116864334641502 | 0.0584321673207508 |
27 | 0.948019010142074 | 0.103961979715852 | 0.051980989857926 |
28 | 0.932772393633488 | 0.134455212733025 | 0.0672276063665125 |
29 | 0.960304922430126 | 0.0793901551397481 | 0.039695077569874 |
30 | 0.955617800896454 | 0.0887643982070916 | 0.0443821991035458 |
31 | 0.949231630382317 | 0.101536739235367 | 0.0507683696176835 |
32 | 0.940161225589199 | 0.119677548821603 | 0.0598387744108014 |
33 | 0.923729280372006 | 0.152541439255989 | 0.0762707196279944 |
34 | 0.96636107287086 | 0.0672778542582792 | 0.0336389271291396 |
35 | 0.962893319291444 | 0.0742133614171111 | 0.0371066807085556 |
36 | 0.960096681866144 | 0.0798066362677114 | 0.0399033181338557 |
37 | 0.950461147331951 | 0.0990777053360988 | 0.0495388526680494 |
38 | 0.938705556425616 | 0.122588887148768 | 0.0612944435743842 |
39 | 0.969071448821741 | 0.0618571023565184 | 0.0309285511782592 |
40 | 0.978720008070216 | 0.0425599838595677 | 0.0212799919297839 |
41 | 0.972588557572179 | 0.0548228848556424 | 0.0274114424278212 |
42 | 0.96585717530492 | 0.0682856493901602 | 0.0341428246950801 |
43 | 0.979402814252922 | 0.0411943714941561 | 0.0205971857470781 |
44 | 0.973516559079 | 0.0529668818419997 | 0.0264834409209998 |
45 | 0.979030755603574 | 0.0419384887928527 | 0.0209692443964264 |
46 | 0.973958524882349 | 0.0520829502353024 | 0.0260414751176512 |
47 | 0.988307510342108 | 0.0233849793157839 | 0.011692489657892 |
48 | 0.984874976564234 | 0.030250046871532 | 0.015125023435766 |
49 | 0.980968590159363 | 0.0380628196812742 | 0.0190314098406371 |
50 | 0.999031097334236 | 0.00193780533152852 | 0.00096890266576426 |
51 | 0.999032551955377 | 0.00193489608924677 | 0.000967448044623384 |
52 | 0.999013276363181 | 0.00197344727363739 | 0.000986723636818696 |
53 | 0.998723629412518 | 0.00255274117496367 | 0.00127637058748183 |
54 | 0.99837074893788 | 0.00325850212423967 | 0.00162925106211984 |
55 | 0.998530021220694 | 0.00293995755861126 | 0.00146997877930563 |
56 | 0.998253108224859 | 0.00349378355028194 | 0.00174689177514097 |
57 | 0.998985216224708 | 0.00202956755058362 | 0.00101478377529181 |
58 | 0.998974001860161 | 0.00205199627967802 | 0.00102599813983901 |
59 | 0.998715374665905 | 0.00256925066818965 | 0.00128462533409483 |
60 | 0.998855806700747 | 0.00228838659850631 | 0.00114419329925315 |
61 | 0.998454473448465 | 0.00309105310306995 | 0.00154552655153497 |
62 | 0.99946902828569 | 0.00106194342862022 | 0.00053097171431011 |
63 | 0.999291493845964 | 0.00141701230807175 | 0.000708506154035876 |
64 | 0.999085419718879 | 0.00182916056224241 | 0.000914580281121206 |
65 | 0.998799037966469 | 0.00240192406706217 | 0.00120096203353108 |
66 | 0.998604184076072 | 0.00279163184785661 | 0.00139581592392831 |
67 | 0.998249655650329 | 0.00350068869934275 | 0.00175034434967137 |
68 | 0.997961846037725 | 0.00407630792455015 | 0.00203815396227507 |
69 | 0.997358891071534 | 0.00528221785693207 | 0.00264110892846603 |
70 | 0.998088322454212 | 0.00382335509157657 | 0.00191167754578829 |
71 | 0.997496647700134 | 0.00500670459973153 | 0.00250335229986577 |
72 | 0.997989155305659 | 0.00402168938868137 | 0.00201084469434069 |
73 | 0.998526785380903 | 0.00294642923819421 | 0.00147321461909711 |
74 | 0.998263766571572 | 0.00347246685685528 | 0.00173623342842764 |
75 | 0.99819941829104 | 0.00360116341791989 | 0.00180058170895994 |
76 | 0.997586421727107 | 0.00482715654578654 | 0.00241357827289327 |
77 | 0.997089550408362 | 0.00582089918327536 | 0.00291044959163768 |
78 | 0.996179755144422 | 0.0076404897111561 | 0.00382024485557805 |
79 | 0.996477524062104 | 0.00704495187579295 | 0.00352247593789648 |
80 | 0.996178992972879 | 0.00764201405424099 | 0.0038210070271205 |
81 | 0.9950113953804 | 0.00997720923919926 | 0.00498860461959963 |
82 | 0.993634211014889 | 0.0127315779702226 | 0.00636578898511132 |
83 | 0.99624156607657 | 0.00751686784685907 | 0.00375843392342954 |
84 | 0.996304107186769 | 0.007391785626462 | 0.003695892813231 |
85 | 0.996388954093807 | 0.00722209181238655 | 0.00361104590619328 |
86 | 0.995380231550592 | 0.00923953689881524 | 0.00461976844940762 |
87 | 0.994078457116143 | 0.0118430857677142 | 0.00592154288385708 |
88 | 0.993126916177514 | 0.0137461676449723 | 0.00687308382248616 |
89 | 0.997931826234749 | 0.00413634753050231 | 0.00206817376525115 |
90 | 0.997816662000423 | 0.00436667599915454 | 0.00218333799957727 |
91 | 0.998176018827369 | 0.00364796234526232 | 0.00182398117263116 |
92 | 0.998278603832096 | 0.00344279233580892 | 0.00172139616790446 |
93 | 0.999014972764884 | 0.00197005447023132 | 0.00098502723511566 |
94 | 0.998983659908049 | 0.00203268018390144 | 0.00101634009195072 |
95 | 0.998889755085756 | 0.00222048982848772 | 0.00111024491424386 |
96 | 0.998885350452375 | 0.00222929909525027 | 0.00111464954762513 |
97 | 0.998977481277309 | 0.00204503744538254 | 0.00102251872269127 |
98 | 0.999869527334557 | 0.000260945330885913 | 0.000130472665442957 |
99 | 0.999840742284184 | 0.000318515431632925 | 0.000159257715816463 |
100 | 0.999833379718645 | 0.000333240562710664 | 0.000166620281355332 |
101 | 0.999774116223141 | 0.000451767553717088 | 0.000225883776858544 |
102 | 0.999701604962957 | 0.000596790074085487 | 0.000298395037042743 |
103 | 0.999706197655743 | 0.000587604688514207 | 0.000293802344257103 |
104 | 0.999688781125314 | 0.000622437749372609 | 0.000311218874686305 |
105 | 0.999781475168679 | 0.000437049662641648 | 0.000218524831320824 |
106 | 0.999890752623455 | 0.000218494753091098 | 0.000109247376545549 |
107 | 0.999848660232335 | 0.000302679535329851 | 0.000151339767664925 |
108 | 0.999817540179397 | 0.000364919641206015 | 0.000182459820603008 |
109 | 0.999771084649059 | 0.000457830701882322 | 0.000228915350941161 |
110 | 0.999753382457066 | 0.000493235085867848 | 0.000246617542933924 |
111 | 0.999809128964524 | 0.000381742070952304 | 0.000190871035476152 |
112 | 0.999805537706994 | 0.000388924586011948 | 0.000194462293005974 |
113 | 0.999782081578047 | 0.000435836843906847 | 0.000217918421953423 |
114 | 0.999713755166718 | 0.000572489666563334 | 0.000286244833281667 |
115 | 0.999646172719023 | 0.000707654561954166 | 0.000353827280977083 |
116 | 0.999558928419587 | 0.000882143160826883 | 0.000441071580413442 |
117 | 0.9994477588301 | 0.00110448233979955 | 0.000552241169899773 |
118 | 0.999352527482615 | 0.00129494503477016 | 0.000647472517385079 |
119 | 0.999192989281068 | 0.00161402143786423 | 0.000807010718932117 |
120 | 0.999494308364755 | 0.00101138327048951 | 0.000505691635244756 |
121 | 0.999350149286997 | 0.00129970142600537 | 0.000649850713002684 |
122 | 0.999837775634608 | 0.000324448730784986 | 0.000162224365392493 |
123 | 0.999937659838998 | 0.00012468032200457 | 6.23401610022851e-05 |
124 | 0.999932340869722 | 0.000135318260556168 | 6.7659130278084e-05 |
125 | 0.999993641352285 | 1.27172954300105e-05 | 6.35864771500526e-06 |
126 | 0.999991347758186 | 1.73044836289152e-05 | 8.65224181445762e-06 |
127 | 0.999988262532385 | 2.34749352307185e-05 | 1.17374676153592e-05 |
128 | 0.999983932641607 | 3.21347167857352e-05 | 1.60673583928676e-05 |
129 | 0.999996322209863 | 7.35558027439747e-06 | 3.67779013719874e-06 |
130 | 0.999995840011839 | 8.31997632159993e-06 | 4.15998816079996e-06 |
131 | 0.99999586326798 | 8.27346403973082e-06 | 4.13673201986541e-06 |
132 | 0.999994110643879 | 1.17787122420452e-05 | 5.88935612102259e-06 |
133 | 0.999991857309416 | 1.62853811677335e-05 | 8.14269058386677e-06 |
134 | 0.999997877522848 | 4.24495430361624e-06 | 2.12247715180812e-06 |
135 | 0.999997248438689 | 5.50312262260861e-06 | 2.7515613113043e-06 |
136 | 0.999998932023889 | 2.13595222155039e-06 | 1.0679761107752e-06 |
137 | 0.999998774681142 | 2.4506377167638e-06 | 1.2253188583819e-06 |
138 | 0.999998719745597 | 2.56050880578295e-06 | 1.28025440289147e-06 |
139 | 0.999998736097494 | 2.5278050113843e-06 | 1.26390250569215e-06 |
140 | 0.999998581049791 | 2.83790041773494e-06 | 1.41895020886747e-06 |
141 | 0.999998787590683 | 2.42481863398609e-06 | 1.21240931699304e-06 |
142 | 0.999998276559073 | 3.44688185298919e-06 | 1.7234409264946e-06 |
143 | 0.999997590253831 | 4.81949233772081e-06 | 2.40974616886041e-06 |
144 | 0.999996585631297 | 6.82873740534524e-06 | 3.41436870267262e-06 |
145 | 0.99999723260631 | 5.53478738055514e-06 | 2.76739369027757e-06 |
146 | 0.999997522715586 | 4.95456882724704e-06 | 2.47728441362352e-06 |
147 | 0.999996682190826 | 6.63561834853557e-06 | 3.31780917426779e-06 |
148 | 0.999995494226385 | 9.01154723031904e-06 | 4.50577361515952e-06 |
149 | 0.999996476968382 | 7.04606323675194e-06 | 3.52303161837597e-06 |
150 | 0.999995482465237 | 9.03506952696014e-06 | 4.51753476348007e-06 |
151 | 0.999998246658031 | 3.50668393870162e-06 | 1.75334196935081e-06 |
152 | 0.999999397555457 | 1.20488908660108e-06 | 6.02444543300539e-07 |
153 | 0.999999281460525 | 1.43707894977133e-06 | 7.18539474885664e-07 |
154 | 0.999999115582238 | 1.76883552427705e-06 | 8.84417762138526e-07 |
155 | 0.999999708199085 | 5.83601829822627e-07 | 2.91800914911314e-07 |
156 | 0.999999987571316 | 2.48573680654575e-08 | 1.24286840327287e-08 |
157 | 0.999999996135448 | 7.72910479780903e-09 | 3.86455239890451e-09 |
158 | 0.999999993772233 | 1.24555337482609e-08 | 6.22776687413047e-09 |
159 | 0.999999990209327 | 1.95813466477978e-08 | 9.79067332389891e-09 |
160 | 0.999999993749257 | 1.25014863539872e-08 | 6.25074317699359e-09 |
161 | 0.999999991388401 | 1.72231984456926e-08 | 8.6115992228463e-09 |
162 | 0.999999986533827 | 2.69323452735262e-08 | 1.34661726367631e-08 |
163 | 0.999999990285719 | 1.94285623074776e-08 | 9.71428115373882e-09 |
164 | 0.999999986750342 | 2.64993155335472e-08 | 1.32496577667736e-08 |
165 | 0.999999986340391 | 2.73192188880601e-08 | 1.36596094440301e-08 |
166 | 0.999999999518374 | 9.63252140601074e-10 | 4.81626070300537e-10 |
167 | 0.99999999921317 | 1.57366030641827e-09 | 7.86830153209134e-10 |
168 | 0.999999998642533 | 2.71493326734943e-09 | 1.35746663367472e-09 |
169 | 0.999999998638186 | 2.72362790820278e-09 | 1.36181395410139e-09 |
170 | 0.999999999927139 | 1.45721798249293e-10 | 7.28608991246467e-11 |
171 | 0.999999999912861 | 1.74277479288878e-10 | 8.7138739644439e-11 |
172 | 0.999999999963035 | 7.39298554810098e-11 | 3.69649277405049e-11 |
173 | 0.999999999936108 | 1.27783722296402e-10 | 6.38918611482011e-11 |
174 | 0.999999999993423 | 1.31534835136007e-11 | 6.57674175680035e-12 |
175 | 0.999999999989629 | 2.07421245716179e-11 | 1.0371062285809e-11 |
176 | 0.999999999983964 | 3.20713580499353e-11 | 1.60356790249677e-11 |
177 | 0.999999999972716 | 5.45678342877742e-11 | 2.72839171438871e-11 |
178 | 0.999999999955115 | 8.9770297376907e-11 | 4.48851486884535e-11 |
179 | 0.999999999995627 | 8.7450324071552e-12 | 4.3725162035776e-12 |
180 | 0.999999999996917 | 6.16582165618523e-12 | 3.08291082809261e-12 |
181 | 0.999999999999042 | 1.91648728815918e-12 | 9.58243644079588e-13 |
182 | 0.99999999999984 | 3.19763179227106e-13 | 1.59881589613553e-13 |
183 | 0.999999999999723 | 5.54589415390878e-13 | 2.77294707695439e-13 |
184 | 0.999999999999831 | 3.37142665838863e-13 | 1.68571332919431e-13 |
185 | 0.999999999999997 | 6.52512814528986e-15 | 3.26256407264493e-15 |
186 | 0.999999999999995 | 9.31753301126882e-15 | 4.65876650563441e-15 |
187 | 0.999999999999993 | 1.36864435781981e-14 | 6.84322178909904e-15 |
188 | 0.999999999999987 | 2.69067126835979e-14 | 1.34533563417989e-14 |
189 | 0.99999999999998 | 3.92714361896453e-14 | 1.96357180948227e-14 |
190 | 0.999999999999982 | 3.6064349590048e-14 | 1.8032174795024e-14 |
191 | 0.999999999999997 | 6.1856098229724e-15 | 3.0928049114862e-15 |
192 | 0.999999999999994 | 1.18557220095403e-14 | 5.92786100477017e-15 |
193 | 0.999999999999993 | 1.391949770299e-14 | 6.95974885149498e-15 |
194 | 0.999999999999988 | 2.30366835976053e-14 | 1.15183417988027e-14 |
195 | 0.999999999999991 | 1.8586981495462e-14 | 9.29349074773099e-15 |
196 | 0.999999999999984 | 3.17834886275356e-14 | 1.58917443137678e-14 |
197 | 0.999999999999975 | 5.06819147404963e-14 | 2.53409573702481e-14 |
198 | 0.99999999999995 | 9.98979464184269e-14 | 4.99489732092134e-14 |
199 | 0.999999999999959 | 8.24016196002112e-14 | 4.12008098001056e-14 |
200 | 0.999999999999912 | 1.75082743611712e-13 | 8.75413718058562e-14 |
201 | 0.999999999999814 | 3.71415181441876e-13 | 1.85707590720938e-13 |
202 | 0.999999999999626 | 7.48317087580432e-13 | 3.74158543790216e-13 |
203 | 0.9999999999994 | 1.19990126322516e-12 | 5.9995063161258e-13 |
204 | 0.999999999998816 | 2.36822691073607e-12 | 1.18411345536803e-12 |
205 | 0.999999999999206 | 1.58770748383725e-12 | 7.93853741918624e-13 |
206 | 0.999999999998416 | 3.16849134983902e-12 | 1.58424567491951e-12 |
207 | 0.999999999996714 | 6.57255724969852e-12 | 3.28627862484926e-12 |
208 | 0.999999999999491 | 1.01840704627171e-12 | 5.09203523135856e-13 |
209 | 0.999999999999683 | 6.34033031958647e-13 | 3.17016515979324e-13 |
210 | 0.999999999999704 | 5.92932192168942e-13 | 2.96466096084471e-13 |
211 | 0.999999999999378 | 1.24373617994315e-12 | 6.21868089971576e-13 |
212 | 0.999999999999825 | 3.50034083833315e-13 | 1.75017041916658e-13 |
213 | 0.999999999999619 | 7.61746856676034e-13 | 3.80873428338017e-13 |
214 | 0.999999999999265 | 1.47083999217826e-12 | 7.35419996089131e-13 |
215 | 0.999999999999449 | 1.10158222118479e-12 | 5.50791110592395e-13 |
216 | 0.999999999998815 | 2.36983708011943e-12 | 1.18491854005972e-12 |
217 | 0.999999999999405 | 1.19046807001433e-12 | 5.95234035007166e-13 |
218 | 0.999999999998722 | 2.55581299767758e-12 | 1.27790649883879e-12 |
219 | 0.999999999997337 | 5.32635685509746e-12 | 2.66317842754873e-12 |
220 | 0.999999999998065 | 3.87086454917272e-12 | 1.93543227458636e-12 |
221 | 0.999999999995728 | 8.5434912539137e-12 | 4.27174562695685e-12 |
222 | 0.999999999991354 | 1.72924213107014e-11 | 8.64621065535072e-12 |
223 | 0.999999999997526 | 4.94838840287656e-12 | 2.47419420143828e-12 |
224 | 0.999999999996392 | 7.2158845138537e-12 | 3.60794225692685e-12 |
225 | 0.999999999991675 | 1.66499097717483e-11 | 8.32495488587413e-12 |
226 | 0.999999999983305 | 3.33907255681835e-11 | 1.66953627840918e-11 |
227 | 0.999999999964883 | 7.02343631485318e-11 | 3.51171815742659e-11 |
228 | 0.999999999946091 | 1.07818402405678e-10 | 5.3909201202839e-11 |
229 | 0.999999999955476 | 8.90487575187984e-11 | 4.45243787593992e-11 |
230 | 0.999999999933985 | 1.32029983966577e-10 | 6.60149919832885e-11 |
231 | 0.999999999898131 | 2.03738430124747e-10 | 1.01869215062373e-10 |
232 | 0.999999999772473 | 4.55053710759353e-10 | 2.27526855379677e-10 |
233 | 0.999999999907413 | 1.85173794630271e-10 | 9.25868973151354e-11 |
234 | 0.999999999799731 | 4.00537796619411e-10 | 2.00268898309705e-10 |
235 | 0.999999999843344 | 3.13312704346429e-10 | 1.56656352173215e-10 |
236 | 0.999999999637334 | 7.25332210496581e-10 | 3.62666105248291e-10 |
237 | 0.999999999993514 | 1.29716193486229e-11 | 6.48580967431144e-12 |
238 | 0.99999999998466 | 3.06800110079118e-11 | 1.53400055039559e-11 |
239 | 0.999999999966126 | 6.77484887783079e-11 | 3.38742443891539e-11 |
240 | 0.999999999962641 | 7.47188417303983e-11 | 3.73594208651991e-11 |
241 | 0.999999999920689 | 1.58621344374797e-10 | 7.93106721873984e-11 |
242 | 0.999999999815758 | 3.68482937577539e-10 | 1.8424146878877e-10 |
243 | 0.999999999703996 | 5.92007112994953e-10 | 2.96003556497477e-10 |
244 | 0.999999999344114 | 1.31177176241771e-09 | 6.55885881208856e-10 |
245 | 0.999999998390947 | 3.21810589253752e-09 | 1.60905294626876e-09 |
246 | 0.999999996151044 | 7.69791171528297e-09 | 3.84895585764149e-09 |
247 | 0.999999994316464 | 1.13670728719305e-08 | 5.68353643596524e-09 |
248 | 0.999999990950424 | 1.80991518706326e-08 | 9.0495759353163e-09 |
249 | 0.999999978860291 | 4.22794184579866e-08 | 2.11397092289933e-08 |
250 | 0.999999983407928 | 3.31841437604351e-08 | 1.65920718802176e-08 |
251 | 0.9999999710225 | 5.79550007072452e-08 | 2.89775003536226e-08 |
252 | 0.999999974825418 | 5.03491642569521e-08 | 2.5174582128476e-08 |
253 | 0.999999947095653 | 1.05808694038049e-07 | 5.29043470190244e-08 |
254 | 0.999999879372216 | 2.41255568551743e-07 | 1.20627784275871e-07 |
255 | 0.999999869911819 | 2.60176361739881e-07 | 1.30088180869941e-07 |
256 | 0.999999828565371 | 3.4286925846903e-07 | 1.71434629234515e-07 |
257 | 0.999999725293909 | 5.49412181139958e-07 | 2.74706090569979e-07 |
258 | 0.999999411293443 | 1.17741311405633e-06 | 5.88706557028166e-07 |
259 | 0.999998676267755 | 2.64746449010317e-06 | 1.32373224505158e-06 |
260 | 0.999996908368484 | 6.18326303177595e-06 | 3.09163151588797e-06 |
261 | 0.999997711049942 | 4.57790011696291e-06 | 2.28895005848146e-06 |
262 | 0.999996997419663 | 6.00516067428644e-06 | 3.00258033714322e-06 |
263 | 0.999993490222532 | 1.30195549367817e-05 | 6.50977746839084e-06 |
264 | 0.999984478176255 | 3.1043647490421e-05 | 1.55218237452105e-05 |
265 | 0.999974215710007 | 5.15685799851865e-05 | 2.57842899925932e-05 |
266 | 0.999953720701814 | 9.25585963720455e-05 | 4.62792981860227e-05 |
267 | 0.99991189186419 | 0.000176216271619078 | 8.81081358095388e-05 |
268 | 0.999872787493889 | 0.00025442501222204 | 0.00012721250611102 |
269 | 0.999999414972604 | 1.17005479159338e-06 | 5.8502739579669e-07 |
270 | 0.999999035970212 | 1.92805957622508e-06 | 9.64029788112542e-07 |
271 | 0.999999346743905 | 1.30651219012289e-06 | 6.53256095061443e-07 |
272 | 0.999997794200222 | 4.41159955523107e-06 | 2.20579977761553e-06 |
273 | 0.99999943667195 | 1.12665610091815e-06 | 5.63328050459076e-07 |
274 | 0.999997732678894 | 4.53464221277202e-06 | 2.26732110638601e-06 |
275 | 0.999991462925093 | 1.70741498131768e-05 | 8.53707490658842e-06 |
276 | 0.999986450729027 | 2.70985419454963e-05 | 1.35492709727481e-05 |
277 | 0.999947490010788 | 0.000105019978424859 | 5.25099892124295e-05 |
278 | 0.999872926609833 | 0.000254146780333583 | 0.000127073390166791 |
279 | 0.999472996082632 | 0.00105400783473616 | 0.000527003917368079 |
280 | 0.999858840685969 | 0.000282318628061336 | 0.000141159314030668 |
281 | 0.999775869992582 | 0.000448260014834999 | 0.0002241300074175 |
282 | 0.999078541767669 | 0.00184291646466143 | 0.000921458232330714 |
283 | 0.998030236762205 | 0.00393952647558932 | 0.00196976323779466 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 231 | 0.830935251798561 | NOK |
5% type I error level | 240 | 0.863309352517986 | NOK |
10% type I error level | 252 | 0.906474820143885 | NOK |