Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = -12767.2442676558 + 22.5654165121448pageviews[t] + 116.475710132522compendium_views_info[t] + 507.405906218829blogged_computations[t] + 1489.18372749469compendiums_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) | -12767.2442676558 | 4562.661163 | -2.7982 | 0.00549 | 0.002745 |
pageviews | 22.5654165121448 | 8.916652 | 2.5307 | 0.011924 | 0.005962 |
compendium_views_info | 116.475710132522 | 22.219317 | 5.2421 | 0 | 0 |
blogged_computations | 507.405906218829 | 85.056061 | 5.9655 | 0 | 0 |
compendiums_reviewed | 1489.18372749469 | 256.395081 | 5.8082 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.936234284746614 |
R-squared | 0.876534635935003 |
Adjusted R-squared | 0.874795687145355 |
F-TEST (value) | 504.060062695986 |
F-TEST (DF numerator) | 4 |
F-TEST (DF denominator) | 284 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 29135.157660086 |
Sum Squared Residuals | 241075504973.372 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 150115.475975173 | 60791.5240248275 |
2 | 120982 | 112562.0755213 | 8419.92447869958 |
3 | 176508 | 173901.100977934 | 2606.89902206636 |
4 | 179321 | 248352.201791346 | -69031.201791346 |
5 | 123185 | 96637.5691551735 | 26547.4308448265 |
6 | 52746 | 53055.3470412798 | -309.347041279821 |
7 | 385534 | 340025.421054565 | 45508.5789454349 |
8 | 33170 | 35613.0906639181 | -2443.09066391806 |
9 | 101645 | 83872.3598008047 | 17772.6401991953 |
10 | 149061 | 159899.106800276 | -10838.1068002756 |
11 | 165446 | 151464.078687506 | 13981.9213124941 |
12 | 237213 | 199496.382926437 | 37716.6170735634 |
13 | 173326 | 184290.250574209 | -10964.2505742092 |
14 | 133131 | 146366.192121562 | -13235.1921215624 |
15 | 258873 | 252001.888458233 | 6871.11154176711 |
16 | 180083 | 161365.038514421 | 18717.9614855787 |
17 | 324799 | 395840.491983049 | -71041.4919830488 |
18 | 230964 | 193443.405162328 | 37520.5948376719 |
19 | 236785 | 221779.971662297 | 15005.0283377032 |
20 | 135473 | 131312.185682269 | 4160.81431773088 |
21 | 202925 | 207704.890658315 | -4779.89065831502 |
22 | 215147 | 210048.033676864 | 5098.96632313619 |
23 | 344297 | 235258.512732539 | 109038.487267461 |
24 | 153935 | 123719.785008213 | 30215.2149917866 |
25 | 132943 | 164267.474359289 | -31324.4743592887 |
26 | 174724 | 269543.48744814 | -94819.4874481403 |
27 | 174415 | 212183.075506379 | -37768.0755063793 |
28 | 225548 | 231467.522763179 | -5919.52276317918 |
29 | 223632 | 186367.630437523 | 37264.3695624769 |
30 | 124817 | 130512.47354199 | -5695.47354199029 |
31 | 221698 | 210094.883633165 | 11603.1163668349 |
32 | 210767 | 199786.426485307 | 10980.5735146931 |
33 | 170266 | 170049.629754326 | 216.370245674321 |
34 | 260561 | 220969.984138911 | 39591.0158610886 |
35 | 84853 | 100149.570593787 | -15296.5705937871 |
36 | 294424 | 261542.556444325 | 32881.4435556752 |
37 | 101011 | 68242.2706764484 | 32768.7293235516 |
38 | 215641 | 209966.493275675 | 5674.50672432474 |
39 | 325107 | 252672.345194038 | 72434.6548059625 |
40 | 7176 | -416.777087120311 | 7592.77708712031 |
41 | 167542 | 151745.592958 | 15796.4070419997 |
42 | 106408 | 74628.4927399523 | 31779.5072600477 |
43 | 96560 | 132907.001163879 | -36347.0011638791 |
44 | 265769 | 248593.39282822 | 17175.6071717801 |
45 | 269651 | 295488.168933413 | -25837.1689334133 |
46 | 149112 | 160192.984746157 | -11080.9847461569 |
47 | 175824 | 212903.218573122 | -37079.2185731218 |
48 | 152871 | 152039.897395905 | 831.102604095475 |
49 | 111665 | 115507.476508269 | -3842.47650826874 |
50 | 116408 | 216852.233076725 | -100444.233076725 |
51 | 362301 | 364077.451740788 | -1776.45174078843 |
52 | 78800 | 95251.687473464 | -16451.687473464 |
53 | 183167 | 197679.106748103 | -14512.1067481026 |
54 | 277965 | 316984.136751378 | -39019.1367513781 |
55 | 150629 | 204351.90475164 | -53722.9047516399 |
56 | 168809 | 152588.838899191 | 16220.1611008092 |
57 | 24188 | 33832.8892909873 | -9644.88929098725 |
58 | 329267 | 225223.313639034 | 104043.686360966 |
59 | 65029 | 71183.5628266729 | -6154.56282667292 |
60 | 101097 | 102381.9260746 | -1284.92607459996 |
61 | 218946 | 222923.75731365 | -3977.75731365008 |
62 | 244052 | 219242.146888319 | 24809.8531116815 |
63 | 341570 | 320679.144181872 | 20890.8558181276 |
64 | 103597 | 93996.6921418986 | 9600.30785810142 |
65 | 233328 | 232494.936417377 | 833.06358262322 |
66 | 256462 | 239234.296123789 | 17227.7038762112 |
67 | 206161 | 184126.960696454 | 22034.0393035459 |
68 | 311473 | 304318.158685051 | 7154.84131494928 |
69 | 235800 | 237862.571100798 | -2062.57110079838 |
70 | 177939 | 215713.182069203 | -37774.1820692025 |
71 | 207176 | 190208.419529383 | 16967.580470617 |
72 | 196553 | 137475.20882521 | 59077.7911747896 |
73 | 174184 | 136832.65897346 | 37351.3410265402 |
74 | 143246 | 149239.504695021 | -5993.50469502133 |
75 | 187559 | 213612.82711964 | -26053.8271196402 |
76 | 187681 | 208504.821869344 | -20823.8218693438 |
77 | 119016 | 163782.604617169 | -44766.6046171688 |
78 | 182192 | 206239.505451146 | -24047.5054511461 |
79 | 73566 | 97640.9767479026 | -24074.9767479027 |
80 | 194979 | 187255.643283439 | 7723.35671656101 |
81 | 167488 | 167698.651569865 | -210.651569865144 |
82 | 143756 | 179090.206303425 | -35334.2063034252 |
83 | 275541 | 232299.537502377 | 43241.4624976233 |
84 | 243199 | 202691.720251456 | 40507.2797485443 |
85 | 182999 | 158883.444579364 | 24115.5554206358 |
86 | 135649 | 167188.762736617 | -31539.7627366172 |
87 | 152299 | 162425.332713646 | -10126.3327136464 |
88 | 120221 | 139290.834106801 | -19069.8341068014 |
89 | 346485 | 287190.631484557 | 59294.3685154434 |
90 | 145790 | 145087.390734682 | 702.609265317626 |
91 | 193339 | 181353.52677413 | 11985.4732258698 |
92 | 80953 | 94540.9126505025 | -13587.9126505026 |
93 | 122774 | 155288.335756779 | -32514.3357567795 |
94 | 130585 | 123025.465879777 | 7559.53412022348 |
95 | 112611 | 90386.8733530493 | 22224.1266469507 |
96 | 286468 | 262472.506860637 | 23995.4931393626 |
97 | 241066 | 220776.479827025 | 20289.5201729749 |
98 | 148446 | 273716.984515555 | -125270.984515555 |
99 | 204713 | 189007.966363949 | 15705.0336360508 |
100 | 182079 | 195621.081947403 | -13542.0819474026 |
101 | 140344 | 129309.310447312 | 11034.6895526881 |
102 | 220516 | 245195.374863746 | -24679.3748637462 |
103 | 243060 | 195717.012584397 | 47342.9874156028 |
104 | 162765 | 151552.964183151 | 11212.0358168488 |
105 | 182613 | 156713.698864525 | 25899.3011354749 |
106 | 232138 | 209169.164144761 | 22968.8358552394 |
107 | 265318 | 293393.914005797 | -28075.9140057965 |
108 | 85574 | 107271.994097011 | -21697.9940970115 |
109 | 310839 | 286382.755369322 | 24456.244630678 |
110 | 225060 | 218124.943443706 | 6935.05655629403 |
111 | 232317 | 221562.595776308 | 10754.4042236923 |
112 | 144966 | 139409.834963797 | 5556.16503620279 |
113 | 43287 | 60633.706044259 | -17346.706044259 |
114 | 155754 | 163664.938692481 | -7910.93869248058 |
115 | 164709 | 176300.920226641 | -11591.9202266412 |
116 | 201940 | 238630.155906864 | -36690.1559068641 |
117 | 235454 | 255256.22103528 | -19802.2210352795 |
118 | 220801 | 172203.659174888 | 48597.3408251123 |
119 | 99466 | 87211.3897366424 | 12254.6102633576 |
120 | 92661 | 127893.788350139 | -35232.7883501387 |
121 | 133328 | 140246.882611859 | -6918.88261185894 |
122 | 61361 | 98637.6191796516 | -37276.6191796516 |
123 | 125930 | 159494.962025648 | -33564.9620256477 |
124 | 100750 | 150334.870349342 | -49584.8703493418 |
125 | 224549 | 146572.723965634 | 77976.276034366 |
126 | 82316 | 63180.6588287962 | 19135.3411712038 |
127 | 102010 | 88830.3075588556 | 13179.6924411444 |
128 | 101523 | 115441.280409464 | -13918.2804094635 |
129 | 243511 | 231365.480723746 | 12145.5192762541 |
130 | 22938 | 21571.1475511219 | 1366.85244887813 |
131 | 41566 | 44480.6288658862 | -2914.62886588619 |
132 | 152474 | 192095.639319828 | -39621.6393198279 |
133 | 61857 | 49607.1196746999 | 12249.8803253001 |
134 | 99923 | 163513.76997125 | -63590.76997125 |
135 | 132487 | 156016.373413989 | -23529.3734139892 |
136 | 317394 | 259864.52633186 | 57529.4736681402 |
137 | 21054 | 15000.6492267678 | 6053.3507732322 |
138 | 209641 | 175856.662585369 | 33784.3374146314 |
139 | 22648 | 48103.103966315 | -25455.103966315 |
140 | 31414 | 41706.5459046981 | -10292.5459046981 |
141 | 46698 | 63662.5046628657 | -16964.5046628657 |
142 | 131698 | 142442.568820851 | -10744.5688208511 |
143 | 91735 | 85777.312779156 | 5957.68722084404 |
144 | 244749 | 259288.241283145 | -14539.2412831445 |
145 | 184510 | 178061.598089806 | 6448.40191019415 |
146 | 79863 | 119619.18565686 | -39756.1856568597 |
147 | 128423 | 130207.024895668 | -1784.02489566797 |
148 | 97839 | 109908.12796377 | -12069.12796377 |
149 | 38214 | 52229.1726272774 | -14015.1726272774 |
150 | 151101 | 156501.127392498 | -5400.12739249783 |
151 | 272458 | 246447.449198641 | 26010.5508013595 |
152 | 172494 | 144987.556687226 | 27506.443312774 |
153 | 108043 | 117257.73148263 | -9214.73148263032 |
154 | 328107 | 323849.491657077 | 4257.50834292289 |
155 | 250579 | 234734.037298804 | 15844.9627011963 |
156 | 351067 | 308460.500939556 | 42606.4990604441 |
157 | 158015 | 132535.231149768 | 25479.7688502315 |
158 | 98866 | 89437.4902707307 | 9428.50972926927 |
159 | 85439 | 107505.925833191 | -22066.9258331912 |
160 | 229242 | 198438.059457298 | 30803.9405427021 |
161 | 351619 | 325068.908871921 | 26550.0911280786 |
162 | 84207 | 103832.509141496 | -19625.5091414963 |
163 | 120445 | 114530.902724409 | 5914.09727559104 |
164 | 324598 | 336554.189904276 | -11956.1899042758 |
165 | 131069 | 161453.087233757 | -30384.087233757 |
166 | 204271 | 174077.023543695 | 30193.9764563045 |
167 | 165543 | 178091.869463501 | -12548.8694635014 |
168 | 141722 | 116049.043434307 | 25672.9565656929 |
169 | 116048 | 90523.0229441486 | 25524.9770558514 |
170 | 250047 | 154128.384480884 | 95918.6155191165 |
171 | 299775 | 314432.96065046 | -14657.9606504604 |
172 | 195838 | 192441.655886142 | 3396.34411385821 |
173 | 173260 | 168626.487221805 | 4633.51277819469 |
174 | 254488 | 245378.22829597 | 9109.7717040305 |
175 | 104389 | 202075.297736183 | -97686.2977361825 |
176 | 136084 | 134032.966996258 | 2051.03300374165 |
177 | 199476 | 228983.017020545 | -29507.0170205448 |
178 | 92499 | 85564.3272831651 | 6934.6727168349 |
179 | 224330 | 225938.520793482 | -1608.52079348246 |
180 | 135781 | 109645.608490729 | 26135.3915092711 |
181 | 74408 | 93047.1023463811 | -18639.1023463811 |
182 | 81240 | 136602.674027 | -55362.674027 |
183 | 14688 | 3833.85593649787 | 10854.1440635021 |
184 | 181633 | 158568.755826691 | 23064.2441733094 |
185 | 271856 | 248427.179284698 | 23428.8207153018 |
186 | 7199 | 2811.17751901652 | 4387.82248098348 |
187 | 46660 | 41630.7615955235 | 5029.23840447652 |
188 | 17547 | -59.5128128046781 | 17606.5128128047 |
189 | 133368 | 129132.936486661 | 4235.06351333933 |
190 | 95227 | 101175.391462534 | -5948.39146253402 |
191 | 152601 | 127071.416879334 | 25529.5831206655 |
192 | 98146 | 96593.9126532275 | 1552.08734677252 |
193 | 79619 | 105751.448348727 | -26132.4483487274 |
194 | 59194 | 89720.9683508732 | -30526.9683508732 |
195 | 139942 | 135524.451362754 | 4417.54863724646 |
196 | 118612 | 117042.131164802 | 1569.86883519847 |
197 | 72880 | 86960.325277687 | -14080.325277687 |
198 | 65475 | 54817.9700405751 | 10657.0299594249 |
199 | 99643 | 125686.834161113 | -26043.8341611129 |
200 | 71965 | 72557.3157280263 | -592.315728026316 |
201 | 77272 | 63227.2761587222 | 14044.7238412778 |
202 | 49289 | 56399.5381129715 | -7110.53811297154 |
203 | 135131 | 115926.765775535 | 19204.2342244655 |
204 | 108446 | 96821.4534210817 | 11624.5465789183 |
205 | 89746 | 128376.202941223 | -38630.2029412232 |
206 | 44296 | 55148.2054422994 | -10852.2054422994 |
207 | 77648 | 83066.3019682455 | -5418.30196824548 |
208 | 181528 | 133071.394936719 | 48456.6050632806 |
209 | 134019 | 107183.263812114 | 26835.7361878864 |
210 | 124064 | 120858.835027256 | 3205.16497274394 |
211 | 92630 | 85113.6117386307 | 7516.38826136928 |
212 | 121848 | 99127.7610875174 | 22720.2389124826 |
213 | 52915 | 59100.8848075565 | -6185.88480755647 |
214 | 81872 | 72102.8986589861 | 9769.10134101389 |
215 | 58981 | 91235.7010675792 | -32254.7010675792 |
216 | 53515 | 63923.0860354034 | -10408.0860354034 |
217 | 60812 | 91667.1650870161 | -30855.1650870161 |
218 | 56375 | 54766.7640931525 | 1608.23590684754 |
219 | 65490 | 66397.7858867204 | -907.785886720361 |
220 | 80949 | 53644.4560727581 | 27304.5439272419 |
221 | 76302 | 92970.202466298 | -16668.202466298 |
222 | 104011 | 113804.634917676 | -9793.63491767623 |
223 | 98104 | 160748.728602946 | -62644.7286029463 |
224 | 67989 | 63165.0236858604 | 4823.97631413963 |
225 | 30989 | 32710.3400433282 | -1721.3400433282 |
226 | 135458 | 135279.247988083 | 178.752011917331 |
227 | 73504 | 56243.1215739093 | 17260.8784260907 |
228 | 63123 | 84638.1194084375 | -21515.1194084375 |
229 | 61254 | 93178.1688101391 | -31924.1688101391 |
230 | 74914 | 119391.22156544 | -44477.2215654397 |
231 | 31774 | 46520.8313919096 | -14746.8313919096 |
232 | 81437 | 89394.2165793136 | -7957.2165793136 |
233 | 87186 | 115844.266413348 | -28658.2664133484 |
234 | 50090 | 63501.4717209516 | -13411.4717209516 |
235 | 65745 | 93391.4517818696 | -27646.4517818696 |
236 | 56653 | 68119.0627115256 | -11466.0627115256 |
237 | 158399 | 105310.820150561 | 53088.1798494392 |
238 | 46455 | 62727.0754658126 | -16272.0754658126 |
239 | 73624 | 94188.7638261944 | -20564.7638261944 |
240 | 38395 | 57628.6472371199 | -19233.6472371199 |
241 | 91899 | 82116.396100727 | 9782.60389927304 |
242 | 139526 | 113200.560944598 | 26325.4390554016 |
243 | 52164 | 64637.5073277893 | -12473.5073277893 |
244 | 51567 | 56653.7102231582 | -5086.71022315818 |
245 | 70551 | 72060.6888226329 | -1509.68882263289 |
246 | 84856 | 96056.0029556503 | -11200.0029556503 |
247 | 102538 | 129382.234664754 | -26844.2346647537 |
248 | 86678 | 59289.2201719929 | 27388.7798280071 |
249 | 85709 | 74055.6042173185 | 11653.3957826815 |
250 | 34662 | 44824.7699077246 | -10162.7699077246 |
251 | 150580 | 131463.853745268 | 19116.1462547322 |
252 | 99611 | 95362.9268281948 | 4248.07317180515 |
253 | 19349 | 8131.61128525879 | 11217.3887147412 |
254 | 99373 | 93717.0754372054 | 5655.92456279459 |
255 | 86230 | 103390.830835619 | -17160.8308356187 |
256 | 30837 | 27797.3704784455 | 3039.62952155447 |
257 | 31706 | 47705.1974266331 | -15999.1974266331 |
258 | 89806 | 79488.5895335035 | 10317.4104664965 |
259 | 62088 | 49313.0047528965 | 12774.9952471035 |
260 | 40151 | 31457.8552324195 | 8693.14476758052 |
261 | 27634 | 47131.2271437633 | -19497.2271437633 |
262 | 76990 | 75095.2489656857 | 1894.75103431433 |
263 | 37460 | 27404.0892284734 | 10055.9107715266 |
264 | 54157 | 67935.551550706 | -13778.551550706 |
265 | 49862 | 55191.8706386583 | -5329.87063865828 |
266 | 84337 | 79314.5131415997 | 5022.48685840031 |
267 | 64175 | 81825.0616968813 | -17650.0616968813 |
268 | 59382 | 60970.3695086275 | -1588.36950862747 |
269 | 119308 | 71088.128567021 | 48219.871432979 |
270 | 76702 | 96578.6395541078 | -19876.6395541078 |
271 | 103425 | 106972.824421426 | -3547.8244214265 |
272 | 70344 | 63161.1867232772 | 7182.81327672278 |
273 | 43410 | 43840.5822085159 | -430.582208515851 |
274 | 104838 | 100914.005845065 | 3923.99415493461 |
275 | 62215 | 51311.3000694506 | 10903.6999305494 |
276 | 69304 | 98390.8683049365 | -29086.8683049366 |
277 | 53117 | 38579.2098229591 | 14537.7901770409 |
278 | 19764 | 10452.0042154223 | 9311.9957845777 |
279 | 86680 | 94740.4797116129 | -8060.47971161287 |
280 | 84105 | 68115.3901534645 | 15989.6098465355 |
281 | 77945 | 84598.9391212793 | -6653.93912127925 |
282 | 89113 | 71822.7917939952 | 17290.2082060048 |
283 | 91005 | 97414.939892122 | -6409.939892122 |
284 | 40248 | 30478.3327647376 | 9769.66723526239 |
285 | 64187 | 58341.9708467848 | 5845.02915321523 |
286 | 50857 | 65215.4604843877 | -14358.4604843877 |
287 | 56613 | 58450.4413500197 | -1837.44135001971 |
288 | 62792 | 61359.6223019093 | 1432.37769809071 |
289 | 72535 | 78179.5867734366 | -5644.58677343659 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
8 | 0.894732037291175 | 0.21053592541765 | 0.105267962708825 |
9 | 0.959259744362342 | 0.0814805112753165 | 0.0407402556376582 |
10 | 0.937465504980715 | 0.12506899003857 | 0.0625344950192851 |
11 | 0.894856325654113 | 0.210287348691773 | 0.105143674345887 |
12 | 0.865649648359318 | 0.268700703281365 | 0.134350351640682 |
13 | 0.843048226609804 | 0.313903546780391 | 0.156951773390196 |
14 | 0.801171865964149 | 0.397656268071702 | 0.198828134035851 |
15 | 0.731016654580647 | 0.537966690838707 | 0.268983345419353 |
16 | 0.655131253891184 | 0.689737492217633 | 0.344868746108816 |
17 | 0.889953169489482 | 0.220093661021035 | 0.110046830510518 |
18 | 0.865013271305559 | 0.269973457388882 | 0.134986728694441 |
19 | 0.838377497242406 | 0.323245005515188 | 0.161622502757594 |
20 | 0.828738289372785 | 0.342523421254431 | 0.171261710627215 |
21 | 0.783884041675815 | 0.432231916648369 | 0.216115958324185 |
22 | 0.729849861863515 | 0.54030027627297 | 0.270150138136485 |
23 | 0.985561304579403 | 0.0288773908411947 | 0.0144386954205974 |
24 | 0.981245326672797 | 0.0375093466544061 | 0.018754673327203 |
25 | 0.980903014412689 | 0.0381939711746212 | 0.0190969855873106 |
26 | 0.998979491162254 | 0.00204101767549169 | 0.00102050883774585 |
27 | 0.999094933880018 | 0.00181013223996359 | 0.000905066119981796 |
28 | 0.998563304676176 | 0.00287339064764835 | 0.00143669532382417 |
29 | 0.998782698227345 | 0.00243460354530906 | 0.00121730177265453 |
30 | 0.998352938965686 | 0.00329412206862857 | 0.00164706103431428 |
31 | 0.997548164955841 | 0.0049036700883171 | 0.00245183504415855 |
32 | 0.996405830803261 | 0.00718833839347841 | 0.0035941691967392 |
33 | 0.994855737074853 | 0.0102885258502933 | 0.00514426292514666 |
34 | 0.995605849737443 | 0.00878830052511386 | 0.00439415026255693 |
35 | 0.995108528220994 | 0.00978294355801173 | 0.00489147177900587 |
36 | 0.995042971399652 | 0.00991405720069619 | 0.0049570286003481 |
37 | 0.993720719441466 | 0.0125585611170681 | 0.00627928055853406 |
38 | 0.991197397291458 | 0.0176052054170841 | 0.00880260270854205 |
39 | 0.998578172836571 | 0.0028436543268572 | 0.0014218271634286 |
40 | 0.998238965926977 | 0.00352206814604567 | 0.00176103407302283 |
41 | 0.997535491098351 | 0.00492901780329857 | 0.00246450890164929 |
42 | 0.996908853341377 | 0.00618229331724681 | 0.0030911466586234 |
43 | 0.997516640681892 | 0.00496671863621668 | 0.00248335931810834 |
44 | 0.996815366180568 | 0.00636926763886471 | 0.00318463381943235 |
45 | 0.996889574445488 | 0.0062208511090233 | 0.00311042555451165 |
46 | 0.996084756134249 | 0.00783048773150217 | 0.00391524386575108 |
47 | 0.996125397115609 | 0.00774920576878147 | 0.00387460288439074 |
48 | 0.994741831922712 | 0.0105163361545756 | 0.00525816807728778 |
49 | 0.992951763313411 | 0.0140964733731772 | 0.0070482366865886 |
50 | 0.999352673702428 | 0.00129465259514485 | 0.000647326297572424 |
51 | 0.999385190799532 | 0.00122961840093557 | 0.000614809200467783 |
52 | 0.999198752768857 | 0.0016024944622868 | 0.000801247231143399 |
53 | 0.998934914879636 | 0.00213017024072829 | 0.00106508512036415 |
54 | 0.998940282969795 | 0.00211943406041076 | 0.00105971703020538 |
55 | 0.999530983361923 | 0.000938033276154132 | 0.000469016638077066 |
56 | 0.999357508462701 | 0.00128498307459704 | 0.000642491537298518 |
57 | 0.999270719028985 | 0.00145856194203093 | 0.000729280971015464 |
58 | 0.99999016773291 | 1.96645341795308e-05 | 9.83226708976538e-06 |
59 | 0.999985474099486 | 2.90518010289263e-05 | 1.45259005144632e-05 |
60 | 0.999977902308211 | 4.41953835779901e-05 | 2.2097691788995e-05 |
61 | 0.999966561122494 | 6.68777550128439e-05 | 3.34388775064219e-05 |
62 | 0.999959256013002 | 8.14879739956825e-05 | 4.07439869978413e-05 |
63 | 0.9999454236055 | 0.000109152788999926 | 5.45763944999631e-05 |
64 | 0.999920177028986 | 0.000159645942028374 | 7.98229710141869e-05 |
65 | 0.999885018235134 | 0.000229963529732709 | 0.000114981764866354 |
66 | 0.999843101068754 | 0.000313797862492518 | 0.000156898931246259 |
67 | 0.999803341117726 | 0.0003933177645488 | 0.0001966588822744 |
68 | 0.999721273803001 | 0.000557452393998088 | 0.000278726196999044 |
69 | 0.999615693017659 | 0.000768613964681089 | 0.000384306982340545 |
70 | 0.999638285515615 | 0.000723428968769162 | 0.000361714484384581 |
71 | 0.999552692538958 | 0.000894614922085089 | 0.000447307461042544 |
72 | 0.9998283252513 | 0.000343349497400673 | 0.000171674748700337 |
73 | 0.999833108792448 | 0.00033378241510399 | 0.000166891207551995 |
74 | 0.999777287216729 | 0.000445425566542857 | 0.000222712783271429 |
75 | 0.999757077999064 | 0.000485844001872514 | 0.000242922000936257 |
76 | 0.999745762599433 | 0.000508474801134279 | 0.00025423740056714 |
77 | 0.999875443751008 | 0.00024911249798323 | 0.000124556248991615 |
78 | 0.999857633178924 | 0.00028473364215156 | 0.00014236682107578 |
79 | 0.999842789693139 | 0.000314420613721384 | 0.000157210306860692 |
80 | 0.999781760768928 | 0.000436478462144446 | 0.000218239231072223 |
81 | 0.999693400025166 | 0.000613199949668177 | 0.000306599974834089 |
82 | 0.999747272217014 | 0.000505455565971893 | 0.000252727782985946 |
83 | 0.999819552499627 | 0.000360895000746052 | 0.000180447500373026 |
84 | 0.999856642191658 | 0.000286715616683582 | 0.000143357808341791 |
85 | 0.999833448191818 | 0.000333103616363919 | 0.00016655180818196 |
86 | 0.999852264077432 | 0.000295471845136353 | 0.000147735922568177 |
87 | 0.999800338763233 | 0.000399322473534897 | 0.000199661236767448 |
88 | 0.999763733856447 | 0.000472532287106284 | 0.000236266143553142 |
89 | 0.999912755332015 | 0.00017448933597107 | 8.72446679855349e-05 |
90 | 0.999877381221091 | 0.000245237557817465 | 0.000122618778908732 |
91 | 0.999838542872149 | 0.000322914255701862 | 0.000161457127850931 |
92 | 0.99979747150004 | 0.000405056999920132 | 0.000202528499960066 |
93 | 0.999815185177276 | 0.000369629645447778 | 0.000184814822723889 |
94 | 0.999749917974261 | 0.000500164051477242 | 0.000250082025738621 |
95 | 0.999706713337551 | 0.000586573324898763 | 0.000293286662449381 |
96 | 0.999675232416766 | 0.000649535166467337 | 0.000324767583233669 |
97 | 0.999617046356964 | 0.000765907286072302 | 0.000382953643036151 |
98 | 0.999999250008295 | 1.49998340975187e-06 | 7.49991704875935e-07 |
99 | 0.999998967430471 | 2.06513905810115e-06 | 1.03256952905058e-06 |
100 | 0.999998542850567 | 2.91429886695995e-06 | 1.45714943347998e-06 |
101 | 0.999997886407558 | 4.22718488473275e-06 | 2.11359244236638e-06 |
102 | 0.999997628734653 | 4.74253069381243e-06 | 2.37126534690622e-06 |
103 | 0.999998671697184 | 2.65660563203039e-06 | 1.32830281601519e-06 |
104 | 0.99999808370222 | 3.8325955595058e-06 | 1.9162977797529e-06 |
105 | 0.999997879075279 | 4.24184944228682e-06 | 2.12092472114341e-06 |
106 | 0.999997575993754 | 4.84801249134886e-06 | 2.42400624567443e-06 |
107 | 0.999997320032116 | 5.35993576708973e-06 | 2.67996788354486e-06 |
108 | 0.999996941187254 | 6.11762549258317e-06 | 3.05881274629158e-06 |
109 | 0.999996480910157 | 7.03817968567388e-06 | 3.51908984283694e-06 |
110 | 0.999994915805276 | 1.0168389448678e-05 | 5.08419472433902e-06 |
111 | 0.999992948504183 | 1.41029916345904e-05 | 7.05149581729519e-06 |
112 | 0.999989742628454 | 2.05147430928381e-05 | 1.0257371546419e-05 |
113 | 0.999987422085408 | 2.51558291830949e-05 | 1.25779145915474e-05 |
114 | 0.999982390864728 | 3.52182705445841e-05 | 1.7609135272292e-05 |
115 | 0.999975941467757 | 4.81170644854913e-05 | 2.40585322427457e-05 |
116 | 0.999981276982483 | 3.74460350330885e-05 | 1.87230175165442e-05 |
117 | 0.999977011852254 | 4.59762954915048e-05 | 2.29881477457524e-05 |
118 | 0.999987506689734 | 2.49866205315065e-05 | 1.24933102657532e-05 |
119 | 0.999982825967117 | 3.43480657653259e-05 | 1.7174032882663e-05 |
120 | 0.99998645867823 | 2.7082643539345e-05 | 1.35413217696725e-05 |
121 | 0.999980982154055 | 3.80356918907466e-05 | 1.90178459453733e-05 |
122 | 0.999986398247609 | 2.72035047827468e-05 | 1.36017523913734e-05 |
123 | 0.999988574646939 | 2.28507061218407e-05 | 1.14253530609204e-05 |
124 | 0.999994539366455 | 1.09212670895665e-05 | 5.46063354478324e-06 |
125 | 0.999999625902967 | 7.48194065275525e-07 | 3.74097032637762e-07 |
126 | 0.999999519233446 | 9.61533107256092e-07 | 4.80766553628046e-07 |
127 | 0.999999315570035 | 1.36885993052068e-06 | 6.84429965260341e-07 |
128 | 0.999999051227837 | 1.89754432620629e-06 | 9.48772163103146e-07 |
129 | 0.999998723764502 | 2.5524709950304e-06 | 1.2762354975152e-06 |
130 | 0.999998072155825 | 3.85568835017606e-06 | 1.92784417508803e-06 |
131 | 0.999997142143823 | 5.71571235439152e-06 | 2.85785617719576e-06 |
132 | 0.999998053086155 | 3.89382769079517e-06 | 1.94691384539758e-06 |
133 | 0.999997246313163 | 5.50737367385822e-06 | 2.75368683692911e-06 |
134 | 0.999999495149713 | 1.00970057437107e-06 | 5.04850287185537e-07 |
135 | 0.999999406415038 | 1.18716992380898e-06 | 5.93584961904492e-07 |
136 | 0.999999834623165 | 3.30753669349792e-07 | 1.65376834674896e-07 |
137 | 0.999999745279494 | 5.09441012024561e-07 | 2.54720506012281e-07 |
138 | 0.999999782901103 | 4.34197794118068e-07 | 2.17098897059034e-07 |
139 | 0.999999767848464 | 4.64303072743831e-07 | 2.32151536371915e-07 |
140 | 0.999999661453423 | 6.7709315455357e-07 | 3.38546577276785e-07 |
141 | 0.99999955735151 | 8.85296980225963e-07 | 4.42648490112982e-07 |
142 | 0.99999935491083 | 1.29017834018312e-06 | 6.45089170091559e-07 |
143 | 0.999999023145443 | 1.95370911345116e-06 | 9.7685455672558e-07 |
144 | 0.99999868236973 | 2.63526053995216e-06 | 1.31763026997608e-06 |
145 | 0.999998057331389 | 3.88533722155057e-06 | 1.94266861077528e-06 |
146 | 0.999998751288548 | 2.49742290358697e-06 | 1.24871145179348e-06 |
147 | 0.999998103320069 | 3.79335986137323e-06 | 1.89667993068662e-06 |
148 | 0.999997360862165 | 5.2782756706654e-06 | 2.6391378353327e-06 |
149 | 0.99999644649154 | 7.10701691951588e-06 | 3.55350845975794e-06 |
150 | 0.999994766997016 | 1.04660059686754e-05 | 5.2330029843377e-06 |
151 | 0.999994558108939 | 1.0883782122361e-05 | 5.44189106118049e-06 |
152 | 0.999995023383305 | 9.95323338940208e-06 | 4.97661669470104e-06 |
153 | 0.999992984345908 | 1.40313081841957e-05 | 7.01565409209787e-06 |
154 | 0.999989721936058 | 2.05561278845511e-05 | 1.02780639422755e-05 |
155 | 0.999987705067997 | 2.45898640053083e-05 | 1.22949320026541e-05 |
156 | 0.999994411862685 | 1.11762746306233e-05 | 5.58813731531166e-06 |
157 | 0.999995165446034 | 9.66910793149332e-06 | 4.83455396574666e-06 |
158 | 0.999993064852391 | 1.38702952174476e-05 | 6.93514760872381e-06 |
159 | 0.999991372023777 | 1.72559524466438e-05 | 8.62797622332192e-06 |
160 | 0.999992837099547 | 1.43258009064238e-05 | 7.16290045321192e-06 |
161 | 0.999993596685238 | 1.28066295241962e-05 | 6.40331476209808e-06 |
162 | 0.999991780233255 | 1.64395334909658e-05 | 8.21976674548288e-06 |
163 | 0.999988071499171 | 2.38570016588056e-05 | 1.19285008294028e-05 |
164 | 0.99998281958212 | 3.43608357591753e-05 | 1.71804178795876e-05 |
165 | 0.999982738388824 | 3.45232223527159e-05 | 1.72616111763579e-05 |
166 | 0.999989330439577 | 2.13391208462916e-05 | 1.06695604231458e-05 |
167 | 0.99998467032102 | 3.0659357960348e-05 | 1.5329678980174e-05 |
168 | 0.999984921842775 | 3.0156314450768e-05 | 1.5078157225384e-05 |
169 | 0.999986661373872 | 2.6677252256351e-05 | 1.33386261281755e-05 |
170 | 0.999999945027518 | 1.09944964849792e-07 | 5.49724824248959e-08 |
171 | 0.999999914388108 | 1.71223783298376e-07 | 8.5611891649188e-08 |
172 | 0.999999892750725 | 2.14498549923215e-07 | 1.07249274961607e-07 |
173 | 0.999999833310292 | 3.33379415397595e-07 | 1.66689707698798e-07 |
174 | 0.999999871257029 | 2.57485942428447e-07 | 1.28742971214223e-07 |
175 | 0.999999999167133 | 1.66573486638633e-09 | 8.32867433193166e-10 |
176 | 0.999999998547777 | 2.90444644086244e-09 | 1.45222322043122e-09 |
177 | 0.999999998583884 | 2.83223130601016e-09 | 1.41611565300508e-09 |
178 | 0.999999997650787 | 4.69842531548486e-09 | 2.34921265774243e-09 |
179 | 0.999999995908185 | 8.18362935763933e-09 | 4.09181467881967e-09 |
180 | 0.999999996283028 | 7.43394361068251e-09 | 3.71697180534125e-09 |
181 | 0.999999994861612 | 1.02767768368526e-08 | 5.1383884184263e-09 |
182 | 0.999999999254672 | 1.49065653895221e-09 | 7.45328269476103e-10 |
183 | 0.999999998718939 | 2.56212301354815e-09 | 1.28106150677408e-09 |
184 | 0.999999998933407 | 2.13318577704268e-09 | 1.06659288852134e-09 |
185 | 0.999999999470045 | 1.05990974460856e-09 | 5.29954872304281e-10 |
186 | 0.999999999082212 | 1.83557523903747e-09 | 9.17787619518737e-10 |
187 | 0.999999998373408 | 3.25318416941963e-09 | 1.62659208470982e-09 |
188 | 0.999999997278246 | 5.44350767206654e-09 | 2.72175383603327e-09 |
189 | 0.999999995648338 | 8.70332321487918e-09 | 4.35166160743959e-09 |
190 | 0.999999992536452 | 1.4927095471463e-08 | 7.46354773573149e-09 |
191 | 0.999999995777114 | 8.4457727706122e-09 | 4.2228863853061e-09 |
192 | 0.999999992547093 | 1.49058133485718e-08 | 7.45290667428592e-09 |
193 | 0.999999992271974 | 1.54560526254839e-08 | 7.72802631274197e-09 |
194 | 0.999999991981657 | 1.60366852436214e-08 | 8.01834262181072e-09 |
195 | 0.999999988808006 | 2.23839889263893e-08 | 1.11919944631946e-08 |
196 | 0.999999981250244 | 3.74995118947389e-08 | 1.87497559473694e-08 |
197 | 0.999999971053533 | 5.78929349324536e-08 | 2.89464674662268e-08 |
198 | 0.999999953119896 | 9.37602080037496e-08 | 4.68801040018748e-08 |
199 | 0.999999946136431 | 1.07727138357589e-07 | 5.38635691787947e-08 |
200 | 0.999999907297448 | 1.85405103095377e-07 | 9.27025515476883e-08 |
201 | 0.999999871590453 | 2.56819094647147e-07 | 1.28409547323574e-07 |
202 | 0.999999783171678 | 4.33656644383776e-07 | 2.16828322191888e-07 |
203 | 0.999999777396711 | 4.45206577600925e-07 | 2.22603288800463e-07 |
204 | 0.999999690497055 | 6.19005889397284e-07 | 3.09502944698642e-07 |
205 | 0.999999814824686 | 3.70350628058461e-07 | 1.8517531402923e-07 |
206 | 0.999999709376874 | 5.81246252007702e-07 | 2.90623126003851e-07 |
207 | 0.999999508258683 | 9.83482633424946e-07 | 4.91741316712473e-07 |
208 | 0.999999947992543 | 1.04014913042488e-07 | 5.20074565212439e-08 |
209 | 0.999999973818885 | 5.23622293776922e-08 | 2.61811146888461e-08 |
210 | 0.999999966853215 | 6.62935705504777e-08 | 3.31467852752389e-08 |
211 | 0.999999945211166 | 1.09577667556868e-07 | 5.47888337784342e-08 |
212 | 0.999999963347903 | 7.33041938621812e-08 | 3.66520969310906e-08 |
213 | 0.99999993533516 | 1.29329680120545e-07 | 6.46648400602724e-08 |
214 | 0.999999908078322 | 1.83843355232574e-07 | 9.19216776162868e-08 |
215 | 0.999999941783899 | 1.16432202714136e-07 | 5.82161013570681e-08 |
216 | 0.999999914442045 | 1.71115909547727e-07 | 8.55579547738636e-08 |
217 | 0.999999927731865 | 1.44536269784735e-07 | 7.22681348923673e-08 |
218 | 0.999999869733014 | 2.60533971350005e-07 | 1.30266985675002e-07 |
219 | 0.99999976659798 | 4.66804039764108e-07 | 2.33402019882054e-07 |
220 | 0.999999778047002 | 4.43905996772513e-07 | 2.21952998386256e-07 |
221 | 0.999999639175097 | 7.21649806399242e-07 | 3.60824903199621e-07 |
222 | 0.999999371307848 | 1.25738430384748e-06 | 6.28692151923738e-07 |
223 | 0.999999916857456 | 1.66285087976395e-07 | 8.31425439881976e-08 |
224 | 0.999999857124114 | 2.85751771325091e-07 | 1.42875885662546e-07 |
225 | 0.999999737480456 | 5.25039088358501e-07 | 2.6251954417925e-07 |
226 | 0.999999532120439 | 9.35759121214947e-07 | 4.67879560607474e-07 |
227 | 0.999999347870894 | 1.30425821247974e-06 | 6.52129106239869e-07 |
228 | 0.999999065427725 | 1.86914455090042e-06 | 9.34572275450208e-07 |
229 | 0.999999284543004 | 1.43091399228746e-06 | 7.15456996143729e-07 |
230 | 0.999999796746897 | 4.06506206712348e-07 | 2.03253103356174e-07 |
231 | 0.999999779199598 | 4.4160080321034e-07 | 2.2080040160517e-07 |
232 | 0.999999597568048 | 8.04863903747177e-07 | 4.02431951873589e-07 |
233 | 0.999999750751741 | 4.98496518238053e-07 | 2.49248259119027e-07 |
234 | 0.999999637265578 | 7.25468843995689e-07 | 3.62734421997844e-07 |
235 | 0.999999702872019 | 5.9425596115031e-07 | 2.97127980575155e-07 |
236 | 0.999999442389547 | 1.11522090672994e-06 | 5.57610453364969e-07 |
237 | 0.999999986247792 | 2.75044164730379e-08 | 1.3752208236519e-08 |
238 | 0.999999981271776 | 3.74564471647842e-08 | 1.87282235823921e-08 |
239 | 0.999999975616133 | 4.87677341021768e-08 | 2.43838670510884e-08 |
240 | 0.999999977044843 | 4.59103132672603e-08 | 2.29551566336302e-08 |
241 | 0.999999954078289 | 9.18434218145954e-08 | 4.59217109072977e-08 |
242 | 0.999999975181727 | 4.96365464237902e-08 | 2.48182732118951e-08 |
243 | 0.999999956391243 | 8.7217513247876e-08 | 4.3608756623938e-08 |
244 | 0.999999915352249 | 1.69295502490326e-07 | 8.4647751245163e-08 |
245 | 0.999999817577772 | 3.64844455018862e-07 | 1.82422227509431e-07 |
246 | 0.99999966639858 | 6.67202840490629e-07 | 3.33601420245314e-07 |
247 | 0.999999556831321 | 8.86337358411194e-07 | 4.43168679205597e-07 |
248 | 0.999999682830044 | 6.34339912365181e-07 | 3.1716995618259e-07 |
249 | 0.999999434032491 | 1.13193501773324e-06 | 5.65967508866618e-07 |
250 | 0.999999147974413 | 1.70405117380363e-06 | 8.52025586901813e-07 |
251 | 0.999999557305969 | 8.8538806244183e-07 | 4.42694031220915e-07 |
252 | 0.999999163951744 | 1.67209651192431e-06 | 8.36048255962157e-07 |
253 | 0.999998151115815 | 3.69776836939619e-06 | 1.8488841846981e-06 |
254 | 0.999996916894733 | 6.16621053392126e-06 | 3.08310526696063e-06 |
255 | 0.99999497212519 | 1.00557496200395e-05 | 5.02787481001975e-06 |
256 | 0.999990088512265 | 1.98229754708967e-05 | 9.91148773544833e-06 |
257 | 0.99999192646255 | 1.61470748993871e-05 | 8.07353744969357e-06 |
258 | 0.999986058408074 | 2.78831838517629e-05 | 1.39415919258815e-05 |
259 | 0.999975749420094 | 4.85011598117863e-05 | 2.42505799058931e-05 |
260 | 0.999947972989994 | 0.000104054020011614 | 5.20270100058068e-05 |
261 | 0.99996664210909 | 6.67157818194782e-05 | 3.33578909097391e-05 |
262 | 0.999934427825587 | 0.0001311443488269 | 6.55721744134501e-05 |
263 | 0.999858233884552 | 0.000283532230895378 | 0.000141766115447689 |
264 | 0.999784683364673 | 0.000430633270653986 | 0.000215316635326993 |
265 | 0.999650307066636 | 0.000699385866727999 | 0.000349692933363999 |
266 | 0.999308161897265 | 0.00138367620547077 | 0.000691838102735385 |
267 | 0.999178768084965 | 0.00164246383007059 | 0.000821231915035294 |
268 | 0.998562580383322 | 0.00287483923335501 | 0.0014374196166775 |
269 | 0.999977595226609 | 4.48095467819569e-05 | 2.24047733909784e-05 |
270 | 0.999976151515604 | 4.76969687920645e-05 | 2.38484843960322e-05 |
271 | 0.999960735585733 | 7.85288285342356e-05 | 3.92644142671178e-05 |
272 | 0.999879372868899 | 0.00024125426220228 | 0.00012062713110114 |
273 | 0.999697835774717 | 0.000604328450566214 | 0.000302164225283107 |
274 | 0.999756114771989 | 0.000487770456021922 | 0.000243885228010961 |
275 | 0.999567226520981 | 0.000865546958038946 | 0.000432773479019473 |
276 | 0.999609297926174 | 0.000781404147651158 | 0.000390702073825579 |
277 | 0.999184567175451 | 0.00163086564909799 | 0.000815432824548997 |
278 | 0.997740503553154 | 0.00451899289369276 | 0.00225949644684638 |
279 | 0.991815918576724 | 0.0163681628465517 | 0.00818408142327583 |
280 | 0.984160115526558 | 0.0316797689468846 | 0.0158398844734423 |
281 | 0.957463230937319 | 0.0850735381253621 | 0.0425367690626811 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 248 | 0.905109489051095 | NOK |
5% type I error level | 258 | 0.941605839416058 | NOK |
10% type I error level | 260 | 0.948905109489051 | NOK |