Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = -11367.8826271148 + 324.490635749563logins[t] + 155.339375774215compendium_views_info[t] -64.3642296099919compendium_views_pr[t] -462.491964805429shared_compendiums[t] + 486.62621156695blogged_computations[t] + 1477.68937121081compendiums_reviewed[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) | -11367.8826271148 | 4373.833639 | -2.5991 | 0.00984 | 0.00492 |
logins | 324.490635749563 | 69.999177 | 4.6356 | 5e-06 | 3e-06 |
compendium_views_info | 155.339375774215 | 11.500726 | 13.5069 | 0 | 0 |
compendium_views_pr | -64.3642296099919 | 39.248221 | -1.6399 | 0.102135 | 0.051068 |
shared_compendiums | -462.491964805429 | 678.661831 | -0.6815 | 0.496129 | 0.248065 |
blogged_computations | 486.62621156695 | 87.049047 | 5.5903 | 0 | 0 |
compendiums_reviewed | 1477.68937121081 | 264.410587 | 5.5886 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.939892511812799 |
R-squared | 0.883397933761772 |
Adjusted R-squared | 0.880917038735427 |
F-TEST (value) | 356.080335677544 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 282 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 28414.0107815803 |
Sum Squared Residuals | 227674394452.205 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 144491.159138738 | 66415.8408612623 |
2 | 120982 | 117149.009756817 | 3832.9902431828 |
3 | 176508 | 169570.976503011 | 6937.02349698898 |
4 | 179321 | 255640.759682957 | -76319.7596829575 |
5 | 123185 | 96870.1636461192 | 26314.8363538808 |
6 | 52746 | 53608.8852638322 | -862.88526383218 |
7 | 385534 | 352894.420235611 | 32639.5797643892 |
8 | 33170 | 35657.9495662887 | -2487.94956628872 |
9 | 101645 | 87028.9909463201 | 14616.0090536799 |
10 | 149061 | 157596.687624324 | -8535.68762432447 |
11 | 165446 | 145569.411163865 | 19876.5888361349 |
12 | 237213 | 206982.709525053 | 30230.290474947 |
13 | 173326 | 189896.998577363 | -16570.9985773626 |
14 | 133131 | 147190.125372487 | -14059.1253724867 |
15 | 258873 | 248242.075829339 | 10630.9241706609 |
16 | 180083 | 161671.519092818 | 18411.4809071818 |
17 | 324799 | 401058.023966698 | -76259.0239666981 |
18 | 230964 | 190246.744025134 | 40717.2559748663 |
19 | 236785 | 238678.858754804 | -1893.85875480395 |
20 | 135473 | 133572.442650509 | 1900.55734949101 |
21 | 202925 | 199592.834054899 | 3332.16594510058 |
22 | 215147 | 203589.540581085 | 11557.4594189148 |
23 | 344297 | 239823.696275087 | 104473.303724913 |
24 | 153935 | 116522.06808719 | 37412.9319128105 |
25 | 132943 | 156865.092673437 | -23922.0926734369 |
26 | 174724 | 269950.38450629 | -95226.3845062904 |
27 | 174415 | 222785.158429481 | -48370.1584294809 |
28 | 225548 | 241236.922989458 | -15688.9229894578 |
29 | 223632 | 188521.595079543 | 35110.4049204573 |
30 | 124817 | 131447.550162052 | -6630.55016205196 |
31 | 221698 | 201917.333153962 | 19780.666846038 |
32 | 210767 | 201549.085171145 | 9217.91482885491 |
33 | 170266 | 168783.053107612 | 1482.94689238801 |
34 | 260561 | 225520.081007599 | 35040.9189924009 |
35 | 84853 | 98549.4120250315 | -13696.4120250315 |
36 | 294424 | 263824.837504643 | 30599.1624953569 |
37 | 101011 | 67805.385181373 | 33205.614818627 |
38 | 215641 | 208021.685057583 | 7619.31494241689 |
39 | 325107 | 256263.793852705 | 68843.2061472949 |
40 | 7176 | 4957.85025521287 | 2218.14974478713 |
41 | 167542 | 154169.338249636 | 13372.6617503641 |
42 | 106408 | 72979.2430130036 | 33428.7569869964 |
43 | 96560 | 128685.146280989 | -32125.146280989 |
44 | 265769 | 270703.067299011 | -4934.06729901148 |
45 | 269651 | 296791.506622042 | -27140.506622042 |
46 | 149112 | 162232.40689226 | -13120.4068922599 |
47 | 175824 | 215115.956267887 | -39291.9562678875 |
48 | 152871 | 153103.958219429 | -232.958219428576 |
49 | 111665 | 108284.972017327 | 3380.0279826729 |
50 | 116408 | 219848.596369671 | -103440.596369671 |
51 | 362301 | 321506.005017426 | 40794.9949825743 |
52 | 78800 | 97081.4209452976 | -18281.4209452976 |
53 | 183167 | 194237.363214149 | -11070.3632141489 |
54 | 277965 | 303570.92436694 | -25605.9243669401 |
55 | 150629 | 203124.676358577 | -52495.6763585769 |
56 | 168809 | 156561.136307773 | 12247.8636922272 |
57 | 24188 | 38800.3591348327 | -14612.3591348327 |
58 | 329267 | 279158.03529378 | 50108.9647062198 |
59 | 65029 | 66913.4494819163 | -1884.44948191624 |
60 | 101097 | 109317.060239195 | -8220.06023919508 |
61 | 218946 | 208625.431022165 | 10320.5689778352 |
62 | 244052 | 207469.363021506 | 36582.6369784939 |
63 | 341570 | 305442.232758727 | 36127.7672412732 |
64 | 103597 | 93530.2446611597 | 10066.7553388403 |
65 | 233328 | 232832.222453941 | 495.777546058647 |
66 | 256462 | 254634.211151367 | 1827.78884863324 |
67 | 206161 | 183057.105326958 | 23103.8946730418 |
68 | 311473 | 302361.97257828 | 9111.02742172025 |
69 | 235800 | 235410.217094862 | 389.78290513768 |
70 | 177939 | 220727.910734525 | -42788.9107345245 |
71 | 207176 | 190184.109333694 | 16991.8906663063 |
72 | 196553 | 143925.260654289 | 52627.7393457114 |
73 | 174184 | 133802.144186733 | 40381.8558132666 |
74 | 143246 | 161617.934944357 | -18371.9349443568 |
75 | 187559 | 220375.982791002 | -32816.9827910023 |
76 | 187681 | 207548.009272621 | -19867.0092726213 |
77 | 119016 | 163150.499237772 | -44134.4992377719 |
78 | 182192 | 195180.185707615 | -12988.1857076148 |
79 | 73566 | 98228.9528386434 | -24662.9528386434 |
80 | 194979 | 183150.606188794 | 11828.3938112062 |
81 | 167488 | 168460.750968297 | -972.750968296794 |
82 | 143756 | 175634.677361142 | -31878.677361142 |
83 | 275541 | 234651.130603613 | 40889.8693963866 |
84 | 243199 | 210406.674946951 | 32792.3250530494 |
85 | 182999 | 164463.220223692 | 18535.779776308 |
86 | 135649 | 162237.682681318 | -26588.6826813181 |
87 | 152299 | 164126.993760044 | -11827.9937600438 |
88 | 120221 | 136844.522300968 | -16623.5223009678 |
89 | 346485 | 279927.131096813 | 66557.8689031871 |
90 | 145790 | 155964.798094516 | -10174.7980945155 |
91 | 193339 | 182606.843124154 | 10732.1568758459 |
92 | 80953 | 98298.5986985136 | -17345.5986985136 |
93 | 122774 | 150397.06094693 | -27623.0609469301 |
94 | 130585 | 119480.887002158 | 11104.112997842 |
95 | 112611 | 90081.8795209589 | 22529.1204790411 |
96 | 286468 | 269063.525042657 | 17404.4749573433 |
97 | 241066 | 224125.241469567 | 16940.7585304326 |
98 | 148446 | 274594.507167864 | -126148.507167864 |
99 | 204713 | 190402.378661334 | 14310.6213386658 |
100 | 182079 | 192734.256910724 | -10655.2569107241 |
101 | 140344 | 124420.208226219 | 15923.7917737807 |
102 | 220516 | 238760.834373335 | -18244.8343733351 |
103 | 243060 | 193319.055703317 | 49740.9442966834 |
104 | 162765 | 144913.276463147 | 17851.7235368526 |
105 | 182613 | 151494.965941217 | 31118.0340587829 |
106 | 232138 | 211383.673991625 | 20754.3260083751 |
107 | 265318 | 288885.825787296 | -23567.8257872964 |
108 | 85574 | 98655.7062062147 | -13081.7062062147 |
109 | 310839 | 286766.444241242 | 24072.5557587582 |
110 | 225060 | 221731.450174117 | 3328.5498258834 |
111 | 232317 | 217402.239599449 | 14914.7604005508 |
112 | 144966 | 168906.83137867 | -23940.8313786703 |
113 | 43287 | 56202.2217599856 | -12915.2217599855 |
114 | 155754 | 160811.723849833 | -5057.72384983282 |
115 | 164709 | 194669.509087567 | -29960.5090875672 |
116 | 201940 | 233553.121193103 | -31613.1211931031 |
117 | 235454 | 257348.745804981 | -21894.7458049814 |
118 | 220801 | 169008.875009392 | 51792.1249906082 |
119 | 99466 | 92817.0328609276 | 6648.96713907235 |
120 | 92661 | 122901.282317237 | -30240.2823172373 |
121 | 133328 | 136800.90761364 | -3472.90761364014 |
122 | 61361 | 111264.5592565 | -49903.5592565004 |
123 | 125930 | 149503.66447035 | -23573.6644703497 |
124 | 100750 | 155626.822399471 | -54876.8223994711 |
125 | 224549 | 144300.558176633 | 80248.4418233675 |
126 | 82316 | 60951.4145400083 | 21364.5854599917 |
127 | 102010 | 90505.6708050111 | 11504.3291949889 |
128 | 101523 | 107676.398017747 | -6153.3980177474 |
129 | 243511 | 227941.160907565 | 15569.8390924351 |
130 | 22938 | 22537.2134431343 | 400.786556865722 |
131 | 41566 | 43845.4535496657 | -2279.45354966568 |
132 | 152474 | 195326.876490722 | -42852.876490722 |
133 | 61857 | 50557.4557651609 | 11299.5442348391 |
134 | 99923 | 156844.795369114 | -56921.7953691142 |
135 | 132487 | 147284.664994493 | -14797.6649944932 |
136 | 317394 | 266377.418342374 | 51016.5816576262 |
137 | 21054 | 18321.2927949615 | 2732.70720503854 |
138 | 209641 | 171750.954257652 | 37890.0457423478 |
139 | 22648 | 45597.3348562868 | -22949.3348562868 |
140 | 31414 | 45030.0883334417 | -13616.0883334417 |
141 | 46698 | 69567.1656950786 | -22869.1656950786 |
142 | 131698 | 140215.093091146 | -8517.09309114585 |
143 | 91735 | 82704.2076828042 | 9030.79231719579 |
144 | 244749 | 255465.571005505 | -10716.5710055053 |
145 | 184510 | 171101.758173847 | 13408.2418261529 |
146 | 79863 | 106210.94505426 | -26347.9450542604 |
147 | 128423 | 129015.630443963 | -592.630443963175 |
148 | 97839 | 109741.199854219 | -11902.1998542191 |
149 | 38214 | 58799.0611170919 | -20585.0611170919 |
150 | 151101 | 146704.76458102 | 4396.23541898022 |
151 | 272458 | 243244.180970382 | 29213.8190296176 |
152 | 172494 | 148511.156362457 | 23982.8436375428 |
153 | 108043 | 121395.461994111 | -13352.4619941113 |
154 | 328107 | 318601.966209361 | 9505.03379063856 |
155 | 250579 | 235961.36219846 | 14617.6378015405 |
156 | 351067 | 303701.357332116 | 47365.6426678837 |
157 | 158015 | 132122.843924894 | 25892.1560751058 |
158 | 98866 | 78507.3059682562 | 20358.6940317438 |
159 | 85439 | 107888.769164412 | -22449.7691644116 |
160 | 229242 | 246847.54817164 | -17605.5481716403 |
161 | 351619 | 326452.075089199 | 25166.9249108006 |
162 | 84207 | 94700.6113091157 | -10493.6113091157 |
163 | 120445 | 134439.456144014 | -13994.4561440137 |
164 | 324598 | 343536.539392573 | -18938.5393925732 |
165 | 131069 | 165002.542647175 | -33933.5426471748 |
166 | 204271 | 168613.775140999 | 35657.2248590014 |
167 | 165543 | 173512.434023613 | -7969.43402361309 |
168 | 141722 | 131886.405318326 | 9835.59468167356 |
169 | 116048 | 96116.2821590409 | 19931.7178409591 |
170 | 250047 | 158858.750536274 | 91188.2494637261 |
171 | 299775 | 311493.252257155 | -11718.2522571554 |
172 | 195838 | 194127.574450925 | 1710.42554907509 |
173 | 173260 | 167512.219559132 | 5747.78044086825 |
174 | 254488 | 239785.253580139 | 14702.7464198605 |
175 | 104389 | 192986.783316279 | -88597.7833162793 |
176 | 136084 | 130507.295284829 | 5576.70471517076 |
177 | 199476 | 230830.466210354 | -31354.466210354 |
178 | 92499 | 83664.3814720447 | 8834.61852795529 |
179 | 224330 | 228201.025401886 | -3871.02540188575 |
180 | 135781 | 101306.429077431 | 34474.5709225691 |
181 | 74408 | 96470.0789226013 | -22062.0789226013 |
182 | 81240 | 135800.828492964 | -54560.8284929642 |
183 | 14688 | 7027.37551745695 | 7660.62448254305 |
184 | 181633 | 162145.515941093 | 19487.4840589075 |
185 | 271856 | 251451.425429326 | 20404.5745706736 |
186 | 7199 | 5156.06783989363 | 2042.93216010637 |
187 | 46660 | 48132.2402009857 | -1472.24020098572 |
188 | 17547 | 2257.58416243472 | 15289.4158375653 |
189 | 133368 | 121130.38570268 | 12237.6142973203 |
190 | 95227 | 97576.6434324315 | -2349.64343243149 |
191 | 152601 | 126853.568923539 | 25747.4310764609 |
192 | 98146 | 102951.152271751 | -4805.15227175085 |
193 | 79619 | 96148.3966226176 | -16529.3966226176 |
194 | 59194 | 63627.0791916232 | -4433.07919162317 |
195 | 139942 | 135445.96023912 | 4496.03976088044 |
196 | 118612 | 112533.642636474 | 6078.35736352642 |
197 | 72880 | 89997.8452446587 | -17117.8452446588 |
198 | 65475 | 53950.5641361369 | 11524.4358638631 |
199 | 99643 | 130512.957888839 | -30869.9578888387 |
200 | 71965 | 74285.6801155916 | -2320.68011559157 |
201 | 77272 | 71287.0172963445 | 5984.9827036555 |
202 | 49289 | 54975.8921545735 | -5686.89215457349 |
203 | 135131 | 119824.187711391 | 15306.8122886091 |
204 | 108446 | 98099.7960293807 | 10346.2039706193 |
205 | 89746 | 119579.472108015 | -29833.4721080149 |
206 | 44296 | 56042.8536975395 | -11746.8536975395 |
207 | 77648 | 82899.5758838453 | -5251.57588384531 |
208 | 181528 | 135530.228416285 | 45997.7715837154 |
209 | 134019 | 110271.209386158 | 23747.7906138417 |
210 | 124064 | 121520.982514865 | 2543.01748513495 |
211 | 92630 | 80976.6822736619 | 11653.3177263381 |
212 | 121848 | 94176.7993606884 | 27671.2006393116 |
213 | 52915 | 54146.6778027061 | -1231.6778027061 |
214 | 81872 | 78898.3060155639 | 2973.69398443612 |
215 | 58981 | 88267.6716161991 | -29286.6716161991 |
216 | 53515 | 61320.1761931488 | -7805.17619314876 |
217 | 60812 | 92439.9562223896 | -31627.9562223896 |
218 | 56375 | 50015.3806943 | 6359.61930569997 |
219 | 65490 | 63515.5525648845 | 1974.44743511553 |
220 | 80949 | 52747.3428411032 | 28201.6571588968 |
221 | 76302 | 92411.8168037333 | -16109.8168037333 |
222 | 104011 | 103716.888919519 | 294.111080480622 |
223 | 98104 | 147414.553404399 | -49310.5534043987 |
224 | 67989 | 59271.7191460707 | 8717.28085392934 |
225 | 30989 | 32922.6505524499 | -1933.65055244995 |
226 | 135458 | 134842.780756932 | 615.219243067923 |
227 | 73504 | 55672.9156671614 | 17831.0843328386 |
228 | 63123 | 88244.2416113029 | -25121.2416113029 |
229 | 61254 | 89847.4532818919 | -28593.4532818919 |
230 | 74914 | 108489.42463313 | -33575.4246331301 |
231 | 31774 | 44071.8402012405 | -12297.8402012405 |
232 | 81437 | 84002.1571028128 | -2565.15710281279 |
233 | 87186 | 117098.152854766 | -29912.1528547659 |
234 | 50090 | 58254.8286546463 | -8164.82865464626 |
235 | 65745 | 97501.9499062636 | -31756.9499062636 |
236 | 56653 | 71911.2108782327 | -15258.2108782327 |
237 | 158399 | 105190.10953931 | 53208.8904606897 |
238 | 46455 | 60127.4537560834 | -13672.4537560834 |
239 | 73624 | 87163.0758438747 | -13539.0758438748 |
240 | 38395 | 60295.8045929714 | -21900.8045929714 |
241 | 91899 | 79090.7391082498 | 12808.2608917502 |
242 | 139526 | 134260.886569876 | 5265.11343012423 |
243 | 52164 | 69024.1680894686 | -16860.1680894686 |
244 | 51567 | 58610.7313656371 | -7043.73136563711 |
245 | 70551 | 71591.2668093402 | -1040.26680934021 |
246 | 84856 | 94354.5025310641 | -9498.50253106407 |
247 | 102538 | 124193.762782491 | -21655.7627824906 |
248 | 86678 | 63755.3432412569 | 22922.6567587431 |
249 | 85709 | 77003.4804667864 | 8705.51953321361 |
250 | 34662 | 49764.8841856123 | -15102.8841856123 |
251 | 150580 | 133614.674893242 | 16965.3251067579 |
252 | 99611 | 90962.6968456792 | 8648.30315432079 |
253 | 19349 | 9447.61922043413 | 9901.38077956587 |
254 | 99373 | 96798.6817391444 | 2574.31826085558 |
255 | 86230 | 108089.765942295 | -21859.7659422946 |
256 | 30837 | 31607.9732212161 | -770.973221216147 |
257 | 31706 | 45919.3201003262 | -14213.3201003262 |
258 | 89806 | 81369.8243874984 | 8436.17561250163 |
259 | 62088 | 51495.313793086 | 10592.686206914 |
260 | 40151 | 34177.5303162381 | 5973.46968376195 |
261 | 27634 | 45492.9576135505 | -17858.9576135505 |
262 | 76990 | 67037.9860513776 | 9952.01394862236 |
263 | 37460 | 27646.7821111161 | 9813.21788888388 |
264 | 54157 | 63938.4163425338 | -9781.41634253379 |
265 | 49862 | 59694.1631269514 | -9832.16312695136 |
266 | 84337 | 77490.5983192999 | 6846.40168070013 |
267 | 64175 | 84163.057264155 | -19988.057264155 |
268 | 59382 | 68484.7821644423 | -9102.78216444234 |
269 | 119308 | 71618.5329436453 | 47689.4670563547 |
270 | 76702 | 100332.982621878 | -23630.9826218783 |
271 | 103425 | 106565.528441749 | -3140.52844174894 |
272 | 70344 | 63925.0754402048 | 6418.92455979518 |
273 | 43410 | 40985.6635649477 | 2424.33643505229 |
274 | 104838 | 99896.423449927 | 4941.57655007304 |
275 | 62215 | 51068.9412519826 | 11146.0587480174 |
276 | 69304 | 90684.1846533375 | -21380.1846533375 |
277 | 53117 | 35786.6271405035 | 17330.3728594965 |
278 | 19764 | 10312.686715642 | 9451.31328435803 |
279 | 86680 | 89640.2884984814 | -2960.28849848138 |
280 | 84105 | 66162.481739719 | 17942.518260281 |
281 | 77945 | 78957.6320373774 | -1012.63203737739 |
282 | 89113 | 75891.6872278064 | 13221.3127721936 |
283 | 91005 | 94607.2199664039 | -3602.21996640386 |
284 | 40248 | 29403.9647173933 | 10844.0352826067 |
285 | 64187 | 60556.3157614694 | 3630.68423853059 |
286 | 50857 | 55742.2145173523 | -4885.21451735231 |
287 | 56613 | 53334.5505509521 | 3278.44944904787 |
288 | 62792 | 60159.1396903589 | 2632.86030964105 |
289 | 72535 | 73365.2903362674 | -830.290336267382 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
10 | 0.951187096245739 | 0.0976258075085219 | 0.0488129037542609 |
11 | 0.906552374488784 | 0.186895251022431 | 0.0934476255112156 |
12 | 0.899481723013969 | 0.201036553972063 | 0.100518276986031 |
13 | 0.930416810367506 | 0.139166379264988 | 0.069583189632494 |
14 | 0.893301328082502 | 0.213397343834995 | 0.106698671917498 |
15 | 0.854364994988055 | 0.29127001002389 | 0.145635005011945 |
16 | 0.797001344565665 | 0.405997310868671 | 0.202998655434335 |
17 | 0.851102094642975 | 0.297795810714051 | 0.148897905357025 |
18 | 0.80580200840504 | 0.388395983189919 | 0.19419799159496 |
19 | 0.787149627422971 | 0.425700745154058 | 0.212850372577029 |
20 | 0.854197431237633 | 0.291605137524734 | 0.145802568762367 |
21 | 0.821770278140617 | 0.356459443718766 | 0.178229721859383 |
22 | 0.777908650087265 | 0.444182699825471 | 0.222091349912735 |
23 | 0.993122143232709 | 0.0137557135345819 | 0.00687785676729095 |
24 | 0.99096726521436 | 0.0180654695712803 | 0.00903273478564013 |
25 | 0.991209779220467 | 0.0175804415590654 | 0.00879022077953272 |
26 | 0.998189664028586 | 0.00362067194282761 | 0.00181033597141381 |
27 | 0.998969577422561 | 0.00206084515487889 | 0.00103042257743945 |
28 | 0.998397372472974 | 0.0032052550540517 | 0.00160262752702585 |
29 | 0.99832984572713 | 0.00334030854574041 | 0.00167015427287021 |
30 | 0.998295208874701 | 0.00340958225059782 | 0.00170479112529891 |
31 | 0.998050938099934 | 0.00389812380013185 | 0.00194906190006592 |
32 | 0.997122116702949 | 0.00575576659410125 | 0.00287788329705063 |
33 | 0.995901619639143 | 0.00819676072171317 | 0.00409838036085659 |
34 | 0.995646197031591 | 0.00870760593681892 | 0.00435380296840946 |
35 | 0.995990832755235 | 0.00801833448952899 | 0.00400916724476449 |
36 | 0.994964563115343 | 0.0100708737693143 | 0.00503543688465714 |
37 | 0.993392985422861 | 0.0132140291542787 | 0.00660701457713935 |
38 | 0.990974937671144 | 0.0180501246577123 | 0.00902506232885613 |
39 | 0.997618285894653 | 0.00476342821069338 | 0.00238171410534669 |
40 | 0.997940879357561 | 0.00411824128487791 | 0.00205912064243895 |
41 | 0.997125851194635 | 0.00574829761073084 | 0.00287414880536542 |
42 | 0.996367152504864 | 0.00726569499027287 | 0.00363284749513643 |
43 | 0.995292978231281 | 0.0094140435374374 | 0.0047070217687187 |
44 | 0.993422360793883 | 0.0131552784122333 | 0.00657763920611666 |
45 | 0.994621497956465 | 0.0107570040870706 | 0.00537850204353532 |
46 | 0.992899928227882 | 0.0142001435442354 | 0.0071000717721177 |
47 | 0.991944198301892 | 0.0161116033962168 | 0.00805580169810839 |
48 | 0.989219103823649 | 0.0215617923527013 | 0.0107808961763506 |
49 | 0.985803963502417 | 0.0283920729951661 | 0.0141960364975831 |
50 | 0.999439781587826 | 0.00112043682434846 | 0.00056021841217423 |
51 | 0.999951326225584 | 9.73475488322126e-05 | 4.86737744161063e-05 |
52 | 0.999935187658825 | 0.000129624682349011 | 6.48123411745057e-05 |
53 | 0.999908802165083 | 0.000182395669832963 | 9.11978349164817e-05 |
54 | 0.999889160904547 | 0.000221678190905077 | 0.000110839095452539 |
55 | 0.999960418141402 | 7.91637171957731e-05 | 3.95818585978866e-05 |
56 | 0.999940920897728 | 0.000118158204543671 | 5.90791022718357e-05 |
57 | 0.999933580737437 | 0.000132838525126213 | 6.64192625631063e-05 |
58 | 0.999975671011821 | 4.86579763582214e-05 | 2.43289881791107e-05 |
59 | 0.999962996554743 | 7.40068905147681e-05 | 3.7003445257384e-05 |
60 | 0.999948434336311 | 0.000103131327378481 | 5.15656636892403e-05 |
61 | 0.999929278738351 | 0.00014144252329748 | 7.07212616487399e-05 |
62 | 0.999935343350902 | 0.000129313298196894 | 6.46566490984472e-05 |
63 | 0.999939204460538 | 0.000121591078924101 | 6.07955394620507e-05 |
64 | 0.999911339337642 | 0.000177321324716661 | 8.86606623583305e-05 |
65 | 0.999884583472112 | 0.000230833055775125 | 0.000115416527887563 |
66 | 0.999834108901181 | 0.000331782197637495 | 0.000165891098818748 |
67 | 0.999793937283112 | 0.000412125433775374 | 0.000206062716887687 |
68 | 0.999709066839918 | 0.000581866320164763 | 0.000290933160082381 |
69 | 0.999619330584993 | 0.000761338830013517 | 0.000380669415006759 |
70 | 0.999685637385218 | 0.000628725229563308 | 0.000314362614781654 |
71 | 0.999629133124776 | 0.00074173375044725 | 0.000370866875223625 |
72 | 0.999833446533859 | 0.000333106932282736 | 0.000166553466141368 |
73 | 0.999851787270944 | 0.000296425458111899 | 0.000148212729055949 |
74 | 0.999839997247848 | 0.000320005504304796 | 0.000160002752152398 |
75 | 0.999854405145359 | 0.000291189709281797 | 0.000145594854640899 |
76 | 0.999847712893648 | 0.000304574212704193 | 0.000152287106352096 |
77 | 0.999932744828801 | 0.000134510342398897 | 6.72551711994485e-05 |
78 | 0.999908303103659 | 0.000183393792681424 | 9.16968963407121e-05 |
79 | 0.999899940995554 | 0.000200118008891433 | 0.000100059004445717 |
80 | 0.999865321781078 | 0.000269356437843 | 0.0001346782189215 |
81 | 0.999808151909864 | 0.00038369618027103 | 0.000191848090135515 |
82 | 0.999835421702704 | 0.000329156594592924 | 0.000164578297296462 |
83 | 0.999879536202851 | 0.000240927594297695 | 0.000120463797148848 |
84 | 0.99988520257426 | 0.000229594851480513 | 0.000114797425740257 |
85 | 0.99985286911842 | 0.000294261763160647 | 0.000147130881580323 |
86 | 0.999854647230088 | 0.000290705539823365 | 0.000145352769911683 |
87 | 0.99980742248441 | 0.000385155031180816 | 0.000192577515590408 |
88 | 0.999763001855542 | 0.000473996288916002 | 0.000236998144458001 |
89 | 0.999945597143324 | 0.000108805713352747 | 5.44028566763735e-05 |
90 | 0.999926807720311 | 0.000146384559378573 | 7.31922796892865e-05 |
91 | 0.999900110874607 | 0.000199778250786431 | 9.98891253932153e-05 |
92 | 0.999878965050542 | 0.000242069898916891 | 0.000121034949458445 |
93 | 0.999870913856345 | 0.000258172287310344 | 0.000129086143655172 |
94 | 0.999827234291627 | 0.000345531416745338 | 0.000172765708372669 |
95 | 0.999795760021426 | 0.000408479957148019 | 0.000204239978574009 |
96 | 0.999761189497886 | 0.000477621004227829 | 0.000238810502113914 |
97 | 0.99969982836499 | 0.000600343270020091 | 0.000300171635010046 |
98 | 0.999999780041489 | 4.39917021978144e-07 | 2.19958510989072e-07 |
99 | 0.999999681756563 | 6.36486874181308e-07 | 3.18243437090654e-07 |
100 | 0.999999538315307 | 9.23369385777636e-07 | 4.61684692888818e-07 |
101 | 0.999999361747738 | 1.27650452365803e-06 | 6.38252261829017e-07 |
102 | 0.99999920253623 | 1.59492754018386e-06 | 7.97463770091932e-07 |
103 | 0.999999678511079 | 6.42977841316869e-07 | 3.21488920658434e-07 |
104 | 0.999999567544519 | 8.64910961190088e-07 | 4.32455480595044e-07 |
105 | 0.999999593567455 | 8.12865089355715e-07 | 4.06432544677857e-07 |
106 | 0.999999493337158 | 1.01332568423572e-06 | 5.06662842117858e-07 |
107 | 0.999999393725676 | 1.21254864798671e-06 | 6.06274323993356e-07 |
108 | 0.999999175208924 | 1.64958215229058e-06 | 8.24791076145289e-07 |
109 | 0.999999063253045 | 1.87349390960793e-06 | 9.36746954803966e-07 |
110 | 0.999998571772918 | 2.85645416437836e-06 | 1.42822708218918e-06 |
111 | 0.999998080434172 | 3.83913165565294e-06 | 1.91956582782647e-06 |
112 | 0.999997969429347 | 4.06114130568099e-06 | 2.0305706528405e-06 |
113 | 0.999997279921519 | 5.44015696132654e-06 | 2.72007848066327e-06 |
114 | 0.999996013513092 | 7.97297381526173e-06 | 3.98648690763087e-06 |
115 | 0.999996377934043 | 7.24413191445295e-06 | 3.62206595722648e-06 |
116 | 0.999996794579103 | 6.41084179433796e-06 | 3.20542089716898e-06 |
117 | 0.999996400774527 | 7.19845094636155e-06 | 3.59922547318077e-06 |
118 | 0.999998653732408 | 2.69253518396605e-06 | 1.34626759198303e-06 |
119 | 0.999997971223834 | 4.05755233283688e-06 | 2.02877616641844e-06 |
120 | 0.999998061908588 | 3.87618282440433e-06 | 1.93809141220216e-06 |
121 | 0.999997115077758 | 5.76984448330194e-06 | 2.88492224165097e-06 |
122 | 0.999998964500586 | 2.07099882893032e-06 | 1.03549941446516e-06 |
123 | 0.999998744251407 | 2.51149718605898e-06 | 1.25574859302949e-06 |
124 | 0.999999643279241 | 7.13441518032788e-07 | 3.56720759016394e-07 |
125 | 0.999999987582414 | 2.48351728415109e-08 | 1.24175864207555e-08 |
126 | 0.999999985148508 | 2.97029850543016e-08 | 1.48514925271508e-08 |
127 | 0.999999978332736 | 4.33345283721939e-08 | 2.1667264186097e-08 |
128 | 0.999999965840164 | 6.83196720451724e-08 | 3.41598360225862e-08 |
129 | 0.999999952323037 | 9.53539254669764e-08 | 4.76769627334882e-08 |
130 | 0.99999992383995 | 1.52320099235352e-07 | 7.61600496176761e-08 |
131 | 0.999999880572599 | 2.38854802140181e-07 | 1.19427401070091e-07 |
132 | 0.999999948247374 | 1.03505252188582e-07 | 5.17526260942912e-08 |
133 | 0.999999925131495 | 1.49737010137759e-07 | 7.48685050688794e-08 |
134 | 0.99999998551318 | 2.89736404926755e-08 | 1.44868202463378e-08 |
135 | 0.999999979510217 | 4.09795649645401e-08 | 2.048978248227e-08 |
136 | 0.99999999232357 | 1.53528592492207e-08 | 7.67642962461033e-09 |
137 | 0.999999987368655 | 2.52626905994402e-08 | 1.26313452997201e-08 |
138 | 0.99999999240812 | 1.51837598020489e-08 | 7.59187990102443e-09 |
139 | 0.999999991455867 | 1.70882667753939e-08 | 8.54413338769697e-09 |
140 | 0.999999987805939 | 2.43881225474249e-08 | 1.21940612737125e-08 |
141 | 0.999999986732413 | 2.65351731205349e-08 | 1.32675865602675e-08 |
142 | 0.999999979385397 | 4.12292055916932e-08 | 2.06146027958466e-08 |
143 | 0.999999968368992 | 6.32620166811714e-08 | 3.16310083405857e-08 |
144 | 0.99999995202238 | 9.59552408447609e-08 | 4.79776204223805e-08 |
145 | 0.999999936289924 | 1.27420152516579e-07 | 6.37100762582893e-08 |
146 | 0.999999930947912 | 1.38104176053408e-07 | 6.90520880267041e-08 |
147 | 0.999999896392436 | 2.07215128677829e-07 | 1.03607564338914e-07 |
148 | 0.99999985143714 | 2.97125720999046e-07 | 1.48562860499523e-07 |
149 | 0.999999823039867 | 3.53920265435037e-07 | 1.76960132717519e-07 |
150 | 0.999999725201235 | 5.49597530654683e-07 | 2.74798765327342e-07 |
151 | 0.999999727390013 | 5.45219974007612e-07 | 2.72609987003806e-07 |
152 | 0.999999695750491 | 6.08499017687184e-07 | 3.04249508843592e-07 |
153 | 0.999999590454506 | 8.19090988092107e-07 | 4.09545494046054e-07 |
154 | 0.99999939327383 | 1.21345234072721e-06 | 6.06726170363607e-07 |
155 | 0.999999209652228 | 1.58069554385508e-06 | 7.90347771927539e-07 |
156 | 0.999999783661805 | 4.32676390272056e-07 | 2.16338195136028e-07 |
157 | 0.999999801081241 | 3.9783751725229e-07 | 1.98918758626145e-07 |
158 | 0.999999784320525 | 4.31358949212482e-07 | 2.15679474606241e-07 |
159 | 0.999999751389888 | 4.97220224598078e-07 | 2.48610112299039e-07 |
160 | 0.999999703796338 | 5.92407324741725e-07 | 2.96203662370862e-07 |
161 | 0.999999732213112 | 5.35573776204542e-07 | 2.67786888102271e-07 |
162 | 0.999999603254122 | 7.93491755603974e-07 | 3.96745877801987e-07 |
163 | 0.999999539894612 | 9.2021077667085e-07 | 4.60105388335425e-07 |
164 | 0.999999408088017 | 1.18382396630782e-06 | 5.91911983153908e-07 |
165 | 0.999999515422778 | 9.6915444426696e-07 | 4.8457722213348e-07 |
166 | 0.999999817334325 | 3.65331349886303e-07 | 1.82665674943152e-07 |
167 | 0.999999720133568 | 5.5973286440632e-07 | 2.7986643220316e-07 |
168 | 0.999999570111424 | 8.59777151883413e-07 | 4.29888575941707e-07 |
169 | 0.99999948620363 | 1.02759273985698e-06 | 5.13796369928491e-07 |
170 | 0.999999997739254 | 4.5214924582143e-09 | 2.26074622910715e-09 |
171 | 0.999999996161522 | 7.67695588165977e-09 | 3.83847794082989e-09 |
172 | 0.999999994451501 | 1.10969975546406e-08 | 5.54849877732028e-09 |
173 | 0.9999999907159 | 1.85682008269092e-08 | 9.28410041345459e-09 |
174 | 0.999999995973943 | 8.05211343926835e-09 | 4.02605671963417e-09 |
175 | 0.999999999886534 | 2.26932573363931e-10 | 1.13466286681965e-10 |
176 | 0.999999999807998 | 3.8400326673971e-10 | 1.92001633369855e-10 |
177 | 0.99999999981802 | 3.63959625950935e-10 | 1.81979812975468e-10 |
178 | 0.999999999696759 | 6.06481364402529e-10 | 3.03240682201264e-10 |
179 | 0.999999999450911 | 1.09817872849036e-09 | 5.49089364245181e-10 |
180 | 0.99999999980091 | 3.9817951211077e-10 | 1.99089756055385e-10 |
181 | 0.999999999767785 | 4.64429833593048e-10 | 2.32214916796524e-10 |
182 | 0.999999999981343 | 3.73135098990981e-11 | 1.86567549495491e-11 |
183 | 0.999999999964964 | 7.00723915223285e-11 | 3.50361957611642e-11 |
184 | 0.999999999962157 | 7.56855202420109e-11 | 3.78427601210054e-11 |
185 | 0.999999999974706 | 5.05874674379942e-11 | 2.52937337189971e-11 |
186 | 0.999999999953747 | 9.25064255047248e-11 | 4.62532127523624e-11 |
187 | 0.999999999917081 | 1.65838456249684e-10 | 8.29192281248419e-11 |
188 | 0.999999999853319 | 2.93362604902081e-10 | 1.4668130245104e-10 |
189 | 0.999999999799098 | 4.01804298133733e-10 | 2.00902149066867e-10 |
190 | 0.999999999641622 | 7.16755020469989e-10 | 3.58377510234995e-10 |
191 | 0.99999999983404 | 3.31919064796572e-10 | 1.65959532398286e-10 |
192 | 0.999999999691509 | 6.16982222988545e-10 | 3.08491111494272e-10 |
193 | 0.999999999516236 | 9.67527318956441e-10 | 4.8376365947822e-10 |
194 | 0.999999999200478 | 1.59904367925499e-09 | 7.99521839627496e-10 |
195 | 0.999999998807166 | 2.38566875750416e-09 | 1.19283437875208e-09 |
196 | 0.999999998144944 | 3.71011275877701e-09 | 1.8550563793885e-09 |
197 | 0.999999997422866 | 5.15426786608815e-09 | 2.57713393304407e-09 |
198 | 0.999999996000134 | 7.9997320372208e-09 | 3.9998660186104e-09 |
199 | 0.999999997043001 | 5.91399868078442e-09 | 2.95699934039221e-09 |
200 | 0.999999994566539 | 1.08669228404653e-08 | 5.43346142023264e-09 |
201 | 0.999999990349522 | 1.93009562349639e-08 | 9.65047811748195e-09 |
202 | 0.999999982666038 | 3.46679250793791e-08 | 1.73339625396896e-08 |
203 | 0.999999976658819 | 4.66823622273513e-08 | 2.33411811136757e-08 |
204 | 0.999999964518638 | 7.09627247086159e-08 | 3.5481362354308e-08 |
205 | 0.99999996047672 | 7.90465605318252e-08 | 3.95232802659126e-08 |
206 | 0.999999939081074 | 1.21837851599772e-07 | 6.09189257998861e-08 |
207 | 0.999999894217143 | 2.11565713294278e-07 | 1.05782856647139e-07 |
208 | 0.999999986620763 | 2.67584740122428e-08 | 1.33792370061214e-08 |
209 | 0.999999990689945 | 1.86201108794268e-08 | 9.31005543971339e-09 |
210 | 0.999999987228565 | 2.55428693106635e-08 | 1.27714346553317e-08 |
211 | 0.999999982529492 | 3.49410151763398e-08 | 1.74705075881699e-08 |
212 | 0.999999992709253 | 1.45814930846861e-08 | 7.29074654234306e-09 |
213 | 0.999999986199414 | 2.76011717403208e-08 | 1.38005858701604e-08 |
214 | 0.999999975608875 | 4.8782250408874e-08 | 2.4391125204437e-08 |
215 | 0.99999997642102 | 4.71579596971139e-08 | 2.35789798485569e-08 |
216 | 0.999999961549453 | 7.69010933314783e-08 | 3.84505466657391e-08 |
217 | 0.999999973392792 | 5.32144157562621e-08 | 2.6607207878131e-08 |
218 | 0.999999950565238 | 9.88695246158843e-08 | 4.94347623079421e-08 |
219 | 0.999999913241382 | 1.7351723535555e-07 | 8.67586176777752e-08 |
220 | 0.999999933305132 | 1.33389736365389e-07 | 6.66948681826944e-08 |
221 | 0.999999885526286 | 2.28947428253442e-07 | 1.14473714126721e-07 |
222 | 0.999999819761966 | 3.60476068825883e-07 | 1.80238034412941e-07 |
223 | 0.999999938372648 | 1.23254703327578e-07 | 6.16273516637888e-08 |
224 | 0.999999904203111 | 1.91593778720452e-07 | 9.57968893602261e-08 |
225 | 0.999999821151823 | 3.57696354495185e-07 | 1.78848177247593e-07 |
226 | 0.999999670241705 | 6.59516590036224e-07 | 3.29758295018112e-07 |
227 | 0.999999501376709 | 9.97246581959733e-07 | 4.98623290979867e-07 |
228 | 0.999999397591878 | 1.20481624336012e-06 | 6.02408121680059e-07 |
229 | 0.999999513563497 | 9.72873005425801e-07 | 4.864365027129e-07 |
230 | 0.999999620309602 | 7.59380795808934e-07 | 3.79690397904467e-07 |
231 | 0.99999948170437 | 1.03659125954076e-06 | 5.18295629770378e-07 |
232 | 0.999999022360567 | 1.95527886665601e-06 | 9.77639433328006e-07 |
233 | 0.999999417176234 | 1.16564753251327e-06 | 5.82823766256636e-07 |
234 | 0.999999033817783 | 1.93236443416552e-06 | 9.66182217082758e-07 |
235 | 0.999999564453262 | 8.71093475678441e-07 | 4.35546737839221e-07 |
236 | 0.999999277418962 | 1.44516207503876e-06 | 7.22581037519379e-07 |
237 | 0.999999994293304 | 1.14133913501191e-08 | 5.70669567505954e-09 |
238 | 0.999999990819292 | 1.83614159178558e-08 | 9.1807079589279e-09 |
239 | 0.999999988827379 | 2.23452424150398e-08 | 1.11726212075199e-08 |
240 | 0.999999992447333 | 1.5105334632163e-08 | 7.55266731608149e-09 |
241 | 0.999999986424547 | 2.71509055498822e-08 | 1.35754527749411e-08 |
242 | 0.99999997506965 | 4.98606999761918e-08 | 2.49303499880959e-08 |
243 | 0.99999997345886 | 5.30822802676487e-08 | 2.65411401338244e-08 |
244 | 0.999999942681408 | 1.14637184966074e-07 | 5.73185924830372e-08 |
245 | 0.999999875215739 | 2.49568522549034e-07 | 1.24784261274517e-07 |
246 | 0.999999722957171 | 5.54085658362525e-07 | 2.77042829181263e-07 |
247 | 0.999999629322331 | 7.41355338354091e-07 | 3.70677669177046e-07 |
248 | 0.999999661493597 | 6.77012806389341e-07 | 3.3850640319467e-07 |
249 | 0.999999270528227 | 1.45894354581636e-06 | 7.29471772908178e-07 |
250 | 0.999998921304176 | 2.15739164777886e-06 | 1.07869582388943e-06 |
251 | 0.999998661757027 | 2.67648594563826e-06 | 1.33824297281913e-06 |
252 | 0.999997362726829 | 5.27454634275807e-06 | 2.63727317137904e-06 |
253 | 0.999994295757715 | 1.1408484568948e-05 | 5.70424228447402e-06 |
254 | 0.999988261237965 | 2.34775240703039e-05 | 1.1738762035152e-05 |
255 | 0.999983174747482 | 3.36505050368381e-05 | 1.68252525184191e-05 |
256 | 0.999968567191607 | 6.28656167869014e-05 | 3.14328083934507e-05 |
257 | 0.9999704982083 | 5.90035833995882e-05 | 2.95017916997941e-05 |
258 | 0.99994497095523 | 0.000110058089540062 | 5.50290447700308e-05 |
259 | 0.999907003608401 | 0.000185992783197391 | 9.29963915986955e-05 |
260 | 0.999806555134292 | 0.000386889731415433 | 0.000193444865707717 |
261 | 0.999855554877261 | 0.000288890245477264 | 0.000144445122738632 |
262 | 0.999716222156739 | 0.000567555686521035 | 0.000283777843260517 |
263 | 0.999415496749994 | 0.00116900650001285 | 0.000584503250006426 |
264 | 0.999151626884092 | 0.00169674623181518 | 0.000848373115907589 |
265 | 0.998761454871137 | 0.00247709025772522 | 0.00123854512886261 |
266 | 0.997549198549439 | 0.00490160290112195 | 0.00245080145056097 |
267 | 0.997610462123125 | 0.00477907575374978 | 0.00238953787687489 |
268 | 0.996916698206417 | 0.0061666035871667 | 0.00308330179358335 |
269 | 0.999970346516937 | 5.9306966126364e-05 | 2.9653483063182e-05 |
270 | 0.999995400352819 | 9.19929436106454e-06 | 4.59964718053227e-06 |
271 | 0.999988760269696 | 2.2479460608727e-05 | 1.12397303043635e-05 |
272 | 0.99995530541505 | 8.9389169899214e-05 | 4.4694584949607e-05 |
273 | 0.999962010765716 | 7.59784685684144e-05 | 3.79892342842072e-05 |
274 | 0.999839328152749 | 0.000321343694502355 | 0.000160671847251178 |
275 | 0.999599173420796 | 0.000801653158407578 | 0.000400826579203789 |
276 | 0.998682159047943 | 0.00263568190411406 | 0.00131784095205703 |
277 | 0.997140996913183 | 0.00571800617363477 | 0.00285900308681739 |
278 | 0.988237579447006 | 0.0235248411059876 | 0.0117624205529938 |
279 | 0.956112475623848 | 0.0877750487523048 | 0.0438875243761524 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 243 | 0.9 | NOK |
5% type I error level | 256 | 0.948148148148148 | NOK |
10% type I error level | 258 | 0.955555555555556 | NOK |