Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = -8352.82793584757 + 200.134014623369logins[t] + 127.619827319379compendium_views_info[t] + 318.233526492055feedback_messages_p120[t] -0.913925366567541totrevisions[t] + 0.857959618413631`totseconds\r`[t] + 22.7238941162594t + 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) | -8352.82793584757 | 5224.333032 | -1.5988 | 0.110978 | 0.055489 |
logins | 200.134014623369 | 53.206219 | 3.7615 | 0.000205 | 0.000103 |
compendium_views_info | 127.619827319379 | 7.470135 | 17.084 | 0 | 0 |
feedback_messages_p120 | 318.233526492055 | 52.717901 | 6.0365 | 0 | 0 |
totrevisions | -0.913925366567541 | 0.275777 | -3.314 | 0.00104 | 0.00052 |
`totseconds\r` | 0.857959618413631 | 0.06078 | 14.1158 | 0 | 0 |
t | 22.7238941162594 | 18.745842 | 1.2122 | 0.226447 | 0.113223 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.966013796702416 |
R-squared | 0.933182655419417 |
Adjusted R-squared | 0.931761009790043 |
F-TEST (value) | 656.410174334553 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 282 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 21509.1884105638 |
Sum Squared Residuals | 130465942474.879 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 186727.68397977 | 24179.3160202301 |
2 | 120982 | 141273.448296181 | -20291.4482961805 |
3 | 176508 | 164453.805829718 | 12054.1941702815 |
4 | 179321 | 219393.112569941 | -40072.1125699409 |
5 | 123185 | 110523.877630106 | 12661.1223698942 |
6 | 52746 | 65370.6476647507 | -12624.6476647507 |
7 | 385534 | 376002.010305892 | 9531.98969410765 |
8 | 33170 | 21061.072365022 | 12108.9276349781 |
9 | 101645 | 77546.3605893758 | 24098.6394106242 |
10 | 149061 | 171381.980155104 | -22320.9801551042 |
11 | 165446 | 141273.21668723 | 24172.7833127697 |
12 | 237213 | 236977.473885431 | 235.526114569247 |
13 | 173326 | 164848.335582474 | 8477.66441752556 |
14 | 133131 | 141186.997779239 | -8055.99777923924 |
15 | 258873 | 219283.217883649 | 39589.7821163514 |
16 | 180083 | 165250.735104862 | 14832.2648951382 |
17 | 324799 | 362610.77027988 | -37811.7702798797 |
18 | 230964 | 209171.207164459 | 21792.7928355411 |
19 | 236785 | 228804.455411469 | 7980.54458853073 |
20 | 135473 | 131126.251036792 | 4346.74896320796 |
21 | 202925 | 195248.379574013 | 7676.62042598726 |
22 | 215147 | 194740.19167655 | 20406.8083234499 |
23 | 344297 | 259336.234693917 | 84960.7653060834 |
24 | 153935 | 146738.440288206 | 7196.55971179355 |
25 | 132943 | 154377.67568551 | -21434.6756855101 |
26 | 174724 | 221317.825440413 | -46593.8254404128 |
27 | 174415 | 212701.383383766 | -38286.3833837661 |
28 | 225548 | 254585.338852234 | -29037.3388522345 |
29 | 223632 | 201827.128885876 | 21804.8711141236 |
30 | 124817 | 125023.214571524 | -206.214571523854 |
31 | 221698 | 263255.116336499 | -41557.1163364993 |
32 | 210767 | 220143.843573128 | -9376.84357312786 |
33 | 170266 | 173511.789434836 | -3245.78943483578 |
34 | 260561 | 252592.013525634 | 7968.98647436604 |
35 | 84853 | 87708.4769598588 | -2855.47695985883 |
36 | 294424 | 289988.200683576 | 4435.7993164238 |
37 | 101011 | 91292.9266795025 | 9718.07332049751 |
38 | 215641 | 205287.667253312 | 10353.3327466875 |
39 | 325107 | 286245.327738976 | 38861.6722610244 |
40 | 7176 | 5995.7010976363 | 1180.2989023637 |
41 | 167542 | 151088.679266339 | 16453.3207336608 |
42 | 106408 | 82181.4369644161 | 24226.5630355839 |
43 | 96560 | 104100.501467014 | -7540.50146701414 |
44 | 265769 | 269672.958532412 | -3903.95853241222 |
45 | 269651 | 280781.421109234 | -11130.421109234 |
46 | 149112 | 148740.576774172 | 371.423225828453 |
47 | 175824 | 184814.550109877 | -8990.55010987655 |
48 | 152871 | 173228.123338188 | -20357.1233381875 |
49 | 111665 | 98025.2814182698 | 13639.7185817302 |
50 | 116408 | 192264.349576561 | -75856.3495765614 |
51 | 362301 | 317466.549305485 | 44834.4506945152 |
52 | 78800 | 105976.644694324 | -27176.6446943244 |
53 | 183167 | 184350.379116702 | -1183.37911670215 |
54 | 277965 | 324474.681184284 | -46509.681184284 |
55 | 150629 | 189270.130620263 | -38641.1306202629 |
56 | 168809 | 185427.96138418 | -16618.96138418 |
57 | 24188 | 38243.7267807829 | -14055.7267807829 |
58 | 329267 | 305506.34269914 | 23760.6573008598 |
59 | 65029 | 66600.5796632704 | -1571.57966327045 |
60 | 101097 | 111281.151649041 | -10184.1516490405 |
61 | 218946 | 207607.859737954 | 11338.1402620459 |
62 | 244052 | 242665.102426394 | 1386.89757360631 |
63 | 341570 | 333105.859212832 | 8464.14078716755 |
64 | 103597 | 97370.0326756656 | 6226.96732433441 |
65 | 233328 | 264972.298204882 | -31644.2982048821 |
66 | 256462 | 272022.068332889 | -15560.0683328893 |
67 | 206161 | 160255.894113855 | 45905.1058861452 |
68 | 311473 | 324587.083840842 | -13114.0838408422 |
69 | 235800 | 265168.10367326 | -29368.1036732597 |
70 | 177939 | 197798.833031611 | -19859.8330316108 |
71 | 207176 | 197183.034209234 | 9992.96579076619 |
72 | 196553 | 183875.541863399 | 12677.4581366011 |
73 | 174184 | 157520.521517143 | 16663.478482857 |
74 | 143246 | 152722.210423361 | -9476.21042336087 |
75 | 187559 | 219188.057783406 | -31629.0577834056 |
76 | 187681 | 180194.521434144 | 7486.4785658562 |
77 | 119016 | 134434.509654898 | -15418.509654898 |
78 | 182192 | 193007.289582313 | -10815.289582313 |
79 | 73566 | 87993.7843320311 | -14427.7843320311 |
80 | 194979 | 192370.80985829 | 2608.19014171043 |
81 | 167488 | 156301.965994986 | 11186.0340050143 |
82 | 143756 | 149461.69044895 | -5705.69044895024 |
83 | 275541 | 206229.926571614 | 69311.0734283862 |
84 | 243199 | 229825.86353671 | 13373.1364632896 |
85 | 182999 | 197688.606648421 | -14689.6066484214 |
86 | 135649 | 137634.062990047 | -1985.06299004711 |
87 | 152299 | 148795.082977304 | 3503.91702269571 |
88 | 120221 | 130530.509550053 | -10309.5095500529 |
89 | 346485 | 265684.164342961 | 80800.8356570387 |
90 | 145790 | 169121.033275209 | -23331.0332752091 |
91 | 193339 | 163587.876885672 | 29751.1231143284 |
92 | 80953 | 103745.993450104 | -22792.9934501036 |
93 | 122774 | 132908.685413027 | -10134.685413027 |
94 | 130585 | 113107.450417578 | 17477.5495824225 |
95 | 112611 | 99534.295201608 | 13076.704798392 |
96 | 286468 | 279575.764540891 | 6892.23545910915 |
97 | 241066 | 217343.532175163 | 23722.4678248372 |
98 | 148446 | 200169.983712857 | -51723.9837128566 |
99 | 204713 | 179327.101396072 | 25385.8986039283 |
100 | 182079 | 173320.58015275 | 8758.41984725023 |
101 | 140344 | 142575.492954391 | -2231.49295439087 |
102 | 220516 | 213622.743411632 | 6893.25658836805 |
103 | 243060 | 213175.103338223 | 29884.8966617775 |
104 | 162765 | 154477.531670888 | 8287.46832911209 |
105 | 182613 | 182947.681010702 | -334.681010702016 |
106 | 232138 | 236497.254353697 | -4359.25435369699 |
107 | 265318 | 296323.442415034 | -31005.4424150339 |
108 | 85574 | 78297.0859841397 | 7276.91401586031 |
109 | 310839 | 306688.886232533 | 4150.11376746725 |
110 | 225060 | 201031.91115708 | 24028.08884292 |
111 | 232317 | 248898.325993543 | -16581.3259935428 |
112 | 144966 | 144761.451815725 | 204.548184275289 |
113 | 43287 | 54764.9113144162 | -11477.9113144162 |
114 | 155754 | 144965.651434673 | 10788.3485653266 |
115 | 164709 | 174383.9408565 | -9674.9408564996 |
116 | 201940 | 208601.988266414 | -6661.98826641432 |
117 | 235454 | 226468.322756954 | 8985.6772430461 |
118 | 220801 | 182545.357233564 | 38255.6427664363 |
119 | 99466 | 171930.243430685 | -72464.2434306855 |
120 | 92661 | 104709.072374076 | -12048.072374076 |
121 | 133328 | 126736.901503862 | 6591.09849613808 |
122 | 61361 | 89669.3767637055 | -28308.3767637055 |
123 | 125930 | 151876.077641316 | -25946.0776413158 |
124 | 100750 | 143184.591420445 | -42434.5914204446 |
125 | 224549 | 205609.536962152 | 18939.4630378476 |
126 | 82316 | 73411.0183362008 | 8904.98166379917 |
127 | 102010 | 97139.8219893665 | 4870.17801063347 |
128 | 101523 | 97275.2210959642 | 4247.77890403583 |
129 | 243511 | 191146.765730055 | 52364.2342699447 |
130 | 22938 | 21049.8997465952 | 1888.10025340482 |
131 | 41566 | 41390.4470676702 | 175.552932329776 |
132 | 152474 | 159649.203247596 | -7175.20324759637 |
133 | 61857 | 51261.0092370623 | 10595.9907629377 |
134 | 99923 | 131592.05994275 | -31669.0599427504 |
135 | 132487 | 126522.649235356 | 5964.35076464404 |
136 | 317394 | 321619.204608923 | -4225.20460892256 |
137 | 21054 | 21967.4863999185 | -913.486399918459 |
138 | 209641 | 200900.820389282 | 8740.17961071802 |
139 | 22648 | 37575.8002450975 | -14927.8002450975 |
140 | 31414 | 34660.855138937 | -3246.85513893704 |
141 | 46698 | 62235.9710585353 | -15537.9710585353 |
142 | 131698 | 140891.14359244 | -9193.14359243999 |
143 | 91735 | 73622.5959842151 | 18112.4040157849 |
144 | 244749 | 276927.637362895 | -32178.6373628951 |
145 | 184510 | 158406.082612645 | 26103.9173873547 |
146 | 79863 | 86069.5294567751 | -6206.52945677512 |
147 | 128423 | 106886.600033978 | 21536.3999660225 |
148 | 97839 | 117994.137892973 | -20155.137892973 |
149 | 38214 | 54014.9234333497 | -15800.9234333497 |
150 | 151101 | 149186.793227312 | 1914.20677268801 |
151 | 272458 | 248603.951514697 | 23854.048485303 |
152 | 172494 | 176050.682166483 | -3556.68216648256 |
153 | 108043 | 113391.616542916 | -5348.61654291611 |
154 | 328107 | 329999.618572883 | -1892.61857288293 |
155 | 250579 | 279068.171257582 | -28489.1712575825 |
156 | 351067 | 340959.051884781 | 10107.9481152195 |
157 | 158015 | 157094.835412523 | 920.164587476773 |
158 | 98866 | 84859.132080147 | 14006.867919853 |
159 | 85439 | 110958.272421739 | -25519.2724217394 |
160 | 229242 | 225622.057941053 | 3619.94205894744 |
161 | 351619 | 356039.353926904 | -4420.35392690389 |
162 | 84207 | 84363.7880441168 | -156.788044116844 |
163 | 120445 | 124798.153853942 | -4353.15385394188 |
164 | 324598 | 311774.352874837 | 12823.647125163 |
165 | 131069 | 146785.5952397 | -15716.5952397 |
166 | 204271 | 186993.672051653 | 17277.3279483466 |
167 | 165543 | 175908.468313551 | -10365.4683135507 |
168 | 141722 | 112369.766913137 | 29352.2330868629 |
169 | 116048 | 110041.448526788 | 6006.5514732119 |
170 | 250047 | 179945.269430636 | 70101.7305693642 |
171 | 299775 | 295428.741202786 | 4346.25879721429 |
172 | 195838 | 185144.603142633 | 10693.3968573671 |
173 | 173260 | 131173.917241698 | 42086.0827583016 |
174 | 254488 | 221454.357139408 | 33033.6428605915 |
175 | 104389 | 146154.574032696 | -41765.5740326957 |
176 | 136084 | 139099.732642693 | -3015.73264269331 |
177 | 199476 | 231748.102723232 | -32272.1027232323 |
178 | 92499 | 77732.0705395544 | 14766.9294604456 |
179 | 224330 | 225800.798260895 | -1470.79826089464 |
180 | 135781 | 109003.400565874 | 26777.5994341262 |
181 | 74408 | 87616.0076052685 | -13208.0076052685 |
182 | 81240 | 102507.373704727 | -21267.3737047266 |
183 | 14688 | 13590.7671190905 | 1097.23288090955 |
184 | 181633 | 168253.52515599 | 13379.4748440101 |
185 | 271856 | 260579.425330893 | 11276.5746691074 |
186 | 7199 | 9452.24974088191 | -2253.24974088191 |
187 | 46660 | 53634.4550181754 | -6974.45501817542 |
188 | 17547 | 11149.9730710274 | 6397.02692897255 |
189 | 133368 | 136992.756966771 | -3624.75696677069 |
190 | 95227 | 59319.9840971631 | 35907.0159028369 |
191 | 152601 | 107256.770412766 | 45344.229587234 |
192 | 98146 | 96558.2662530213 | 1587.73374697867 |
193 | 79619 | 88014.3247439444 | -8395.32474394443 |
194 | 59194 | 73775.2444172912 | -14581.2444172912 |
195 | 139942 | 161706.505012347 | -21764.505012347 |
196 | 118612 | 105632.265245551 | 12979.7347544492 |
197 | 72880 | 87369.3925580788 | -14489.3925580788 |
198 | 65475 | 67223.8280109168 | -1748.82801091676 |
199 | 99643 | 123855.965633957 | -24212.9656339567 |
200 | 71965 | 70902.7722846182 | 1062.22771538181 |
201 | 77272 | 72261.9758018627 | 5010.02419813727 |
202 | 49289 | 42689.9002276581 | 6599.09977234188 |
203 | 135131 | 113173.037972675 | 21957.962027325 |
204 | 108446 | 114331.080310527 | -5885.08031052714 |
205 | 89746 | 111692.738546753 | -21946.7385467528 |
206 | 44296 | 45183.1961431808 | -887.19614318083 |
207 | 77648 | 72116.4512704403 | 5531.5487295597 |
208 | 181528 | 151628.192806689 | 29899.8071933111 |
209 | 134019 | 111444.112198809 | 22574.8878011908 |
210 | 124064 | 127420.370069672 | -3356.3700696719 |
211 | 92630 | 93611.7199095422 | -981.719909542168 |
212 | 121848 | 89704.681769411 | 32143.318230589 |
213 | 52915 | 50828.636778801 | 2086.36322119899 |
214 | 81872 | 85403.4673694984 | -3531.46736949843 |
215 | 58981 | 76811.6036064316 | -17830.6036064316 |
216 | 53515 | 67104.2619393368 | -13589.2619393368 |
217 | 60812 | 90758.266513624 | -29946.266513624 |
218 | 56375 | 67549.6712447282 | -11174.6712447282 |
219 | 65490 | 69602.5520768619 | -4112.55207686195 |
220 | 80949 | 67760.2976782743 | 13188.7023217257 |
221 | 76302 | 93853.8791201141 | -17551.8791201141 |
222 | 104011 | 148678.493042679 | -44667.4930426789 |
223 | 98104 | 134225.443723482 | -36121.4437234818 |
224 | 67989 | 71070.9430602796 | -3081.94306027958 |
225 | 30989 | 26830.3546677923 | 4158.64533220772 |
226 | 135458 | 130371.90080222 | 5086.09919777998 |
227 | 73504 | 61851.224649929 | 11652.775350071 |
228 | 63123 | 80461.8185612117 | -17338.8185612117 |
229 | 61254 | 68468.9583016995 | -7214.95830169953 |
230 | 74914 | 99009.0372888622 | -24095.0372888622 |
231 | 31774 | 40740.5642526232 | -8966.56425262315 |
232 | 81437 | 84869.2350178659 | -3432.2350178659 |
233 | 87186 | 136541.850990469 | -49355.8509904688 |
234 | 50090 | 55335.5428904403 | -5245.54289044032 |
235 | 65745 | 78616.2992651253 | -12871.2992651253 |
236 | 56653 | 54379.6303999092 | 2273.36960009077 |
237 | 158399 | 109467.965443943 | 48931.0345560566 |
238 | 46455 | 51713.3826371471 | -5258.38263714707 |
239 | 73624 | 82911.922962175 | -9287.92296217501 |
240 | 38395 | 50161.3133973324 | -11766.3133973324 |
241 | 91899 | 85204.5973509398 | 6694.40264906023 |
242 | 139526 | 135259.413676828 | 4266.58632317179 |
243 | 52164 | 56520.3269385244 | -4356.32693852441 |
244 | 51567 | 54636.6841344613 | -3069.68413446127 |
245 | 70551 | 79860.6932835908 | -9309.69328359081 |
246 | 84856 | 94514.90775326 | -9658.90775326001 |
247 | 102538 | 118605.472701046 | -16067.4727010465 |
248 | 86678 | 81447.0731449725 | 5230.92685502755 |
249 | 85709 | 76471.325816417 | 9237.67418358302 |
250 | 34662 | 46866.1289725761 | -12204.1289725761 |
251 | 150580 | 148215.890233556 | 2364.10976644367 |
252 | 99611 | 97042.0298443437 | 2568.97015565628 |
253 | 19349 | 15669.8187039439 | 3679.18129605606 |
254 | 99373 | 95364.3587745444 | 4008.64122545558 |
255 | 86230 | 104760.653736955 | -18530.6537369554 |
256 | 30837 | 27664.8639899265 | 3172.13601007352 |
257 | 31706 | 43037.5156216528 | -11331.5156216528 |
258 | 89806 | 69183.3298787559 | 20622.6701212441 |
259 | 62088 | 51631.8362003307 | 10456.1637996693 |
260 | 40151 | 38236.2097767211 | 1914.79022327891 |
261 | 27634 | 32645.0062704007 | -5011.00627040071 |
262 | 76990 | 74245.7503334306 | 2744.24966656938 |
263 | 37460 | 25189.8296849364 | 12270.1703150636 |
264 | 54157 | 51003.6652114461 | 3153.33478855394 |
265 | 49862 | 60317.8679526562 | -10455.8679526562 |
266 | 84337 | 79602.6398453995 | 4734.36015460047 |
267 | 64175 | 76534.3658886901 | -12359.3658886901 |
268 | 59382 | 61149.1496606922 | -1767.14966069218 |
269 | 119308 | 87414.5385250108 | 31893.4614749892 |
270 | 76702 | 88250.7310107313 | -11548.7310107313 |
271 | 103425 | 101120.672267025 | 2304.32773297514 |
272 | 70344 | 70182.5834361968 | 161.416563803213 |
273 | 43410 | 39880.5293660432 | 3529.47063395676 |
274 | 104838 | 99593.1173405352 | 5244.88265946477 |
275 | 62215 | 52580.2949045267 | 9634.70509547328 |
276 | 69304 | 69910.9257912702 | -606.925791270172 |
277 | 53117 | 36266.1829009454 | 16850.8170990546 |
278 | 19764 | 17519.3654052396 | 2244.63459476044 |
279 | 86680 | 96119.7219322112 | -9439.72193221117 |
280 | 84105 | 73728.3614842911 | 10376.6385157089 |
281 | 77945 | 75565.633274723 | 2379.36672527702 |
282 | 89113 | 69482.5004209893 | 19630.4995790107 |
283 | 91005 | 83757.2448761495 | 7247.7551238505 |
284 | 40248 | 31334.7263788477 | 8913.27362115232 |
285 | 64187 | 61839.9857209117 | 2347.01427908826 |
286 | 50857 | 44794.204355638 | 6062.795644362 |
287 | 56613 | 49609.9399603545 | 7003.06003964552 |
288 | 62792 | 66839.7498985128 | -4047.74989851284 |
289 | 72535 | 80621.4946718675 | -8086.49467186746 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
10 | 0.453285180671157 | 0.906570361342314 | 0.546714819328843 |
11 | 0.364025090385096 | 0.728050180770192 | 0.635974909614904 |
12 | 0.276234714499766 | 0.552469428999533 | 0.723765285500233 |
13 | 0.383766944670732 | 0.767533889341465 | 0.616233055329268 |
14 | 0.347872536031634 | 0.695745072063267 | 0.652127463968366 |
15 | 0.577948083952213 | 0.844103832095573 | 0.422051916047787 |
16 | 0.514466344580016 | 0.971067310839968 | 0.485533655419984 |
17 | 0.545835340891441 | 0.908329318217117 | 0.454164659108559 |
18 | 0.491379282450761 | 0.982758564901522 | 0.508620717549239 |
19 | 0.419707412476581 | 0.839414824953162 | 0.580292587523419 |
20 | 0.351875276380568 | 0.703750552761136 | 0.648124723619432 |
21 | 0.296450520179864 | 0.592901040359728 | 0.703549479820136 |
22 | 0.30633686286784 | 0.61267372573568 | 0.69366313713216 |
23 | 0.665680516723079 | 0.668638966553842 | 0.334319483276921 |
24 | 0.737718427995153 | 0.524563144009694 | 0.262281572004847 |
25 | 0.81068881723932 | 0.37862236552136 | 0.18931118276068 |
26 | 0.872149232678128 | 0.255701534643744 | 0.127850767321872 |
27 | 0.882659595837515 | 0.234680808324971 | 0.117340404162486 |
28 | 0.926126981233268 | 0.147746037533464 | 0.0738730187667319 |
29 | 0.920758113072118 | 0.158483773855764 | 0.0792418869278819 |
30 | 0.909188124339732 | 0.181623751320537 | 0.0908118756602683 |
31 | 0.995387397007051 | 0.00922520598589879 | 0.00461260299294939 |
32 | 0.993312897172429 | 0.0133742056551418 | 0.00668710282757091 |
33 | 0.990292893368168 | 0.0194142132636638 | 0.0097071066318319 |
34 | 0.98784390669003 | 0.0243121866199406 | 0.0121560933099703 |
35 | 0.983023746334529 | 0.0339525073309428 | 0.0169762536654714 |
36 | 0.977478317105304 | 0.0450433657893924 | 0.0225216828946962 |
37 | 0.970088734462827 | 0.0598225310743458 | 0.0299112655371729 |
38 | 0.960959258468616 | 0.0780814830627688 | 0.0390407415313844 |
39 | 0.97898756626211 | 0.0420248674757796 | 0.0210124337378898 |
40 | 0.97259623780403 | 0.0548075243919404 | 0.0274037621959702 |
41 | 0.968381932399633 | 0.0632361352007348 | 0.0316180676003674 |
42 | 0.964840673117748 | 0.0703186537645045 | 0.0351593268822523 |
43 | 0.955230170902875 | 0.0895396581942509 | 0.0447698290971254 |
44 | 0.944408086926958 | 0.111183826146084 | 0.0555919130730419 |
45 | 0.935539516074061 | 0.128920967851878 | 0.0644604839259388 |
46 | 0.919285808973727 | 0.161428382052546 | 0.080714191026273 |
47 | 0.901400676854076 | 0.197198646291847 | 0.0985993231459237 |
48 | 0.900160553409237 | 0.199678893181527 | 0.0998394465907635 |
49 | 0.88793163782444 | 0.224136724351121 | 0.11206836217556 |
50 | 0.991760482107948 | 0.016479035784105 | 0.00823951789205248 |
51 | 0.998152791623174 | 0.00369441675365188 | 0.00184720837682594 |
52 | 0.998284054631491 | 0.00343189073701879 | 0.0017159453685094 |
53 | 0.997598079850595 | 0.00480384029881056 | 0.00240192014940528 |
54 | 0.999068178467808 | 0.00186364306438378 | 0.000931821532191891 |
55 | 0.999328346417289 | 0.0013433071654214 | 0.000671653582710698 |
56 | 0.99909344862654 | 0.00181310274691953 | 0.000906551373459764 |
57 | 0.998776429680555 | 0.00244714063888999 | 0.001223570319445 |
58 | 0.998824412547074 | 0.00235117490585168 | 0.00117558745292584 |
59 | 0.998394312743173 | 0.00321137451365378 | 0.00160568725682689 |
60 | 0.997818814286986 | 0.00436237142602746 | 0.00218118571301373 |
61 | 0.99791225219324 | 0.00417549561352 | 0.00208774780676 |
62 | 0.997256338743655 | 0.00548732251268932 | 0.00274366125634466 |
63 | 0.99647357606085 | 0.00705284787829924 | 0.00352642393914962 |
64 | 0.995581083920475 | 0.00883783215904992 | 0.00441891607952496 |
65 | 0.995825316004559 | 0.00834936799088225 | 0.00417468399544113 |
66 | 0.994693245847849 | 0.010613508304302 | 0.00530675415215099 |
67 | 0.99858724328494 | 0.00282551343012056 | 0.00141275671506028 |
68 | 0.99816527690575 | 0.0036694461885006 | 0.0018347230942503 |
69 | 0.998174290771619 | 0.00365141845676137 | 0.00182570922838069 |
70 | 0.997886092953066 | 0.00422781409386775 | 0.00211390704693387 |
71 | 0.997575429059406 | 0.0048491418811889 | 0.00242457094059445 |
72 | 0.997439174810154 | 0.0051216503796925 | 0.00256082518984625 |
73 | 0.997276425560873 | 0.00544714887825335 | 0.00272357443912668 |
74 | 0.996446104235877 | 0.00710779152824565 | 0.00355389576412282 |
75 | 0.996935360985261 | 0.00612927802947884 | 0.00306463901473942 |
76 | 0.996265574360574 | 0.00746885127885207 | 0.00373442563942603 |
77 | 0.995436234419144 | 0.0091275311617122 | 0.0045637655808561 |
78 | 0.99418024149679 | 0.0116395170064197 | 0.00581975850320984 |
79 | 0.992906745903428 | 0.0141865081931431 | 0.00709325409657157 |
80 | 0.991050098071 | 0.0178998038580009 | 0.00894990192900046 |
81 | 0.990214096927048 | 0.0195718061459033 | 0.00978590307295165 |
82 | 0.987564264694633 | 0.0248714706107343 | 0.0124357353053671 |
83 | 0.999135435149508 | 0.00172912970098306 | 0.000864564850491531 |
84 | 0.998976770865188 | 0.00204645826962357 | 0.00102322913481178 |
85 | 0.998760782577943 | 0.00247843484411323 | 0.00123921742205661 |
86 | 0.99832907061428 | 0.00334185877144096 | 0.00167092938572048 |
87 | 0.997797278501064 | 0.00440544299787163 | 0.00220272149893582 |
88 | 0.997203098666473 | 0.00559380266705384 | 0.00279690133352692 |
89 | 0.999947726645041 | 0.000104546709917587 | 5.22733549587936e-05 |
90 | 0.999948865679505 | 0.000102268640990769 | 5.11343204953844e-05 |
91 | 0.999962604867343 | 7.47902653141487e-05 | 3.73951326570744e-05 |
92 | 0.999962734855667 | 7.45302886660586e-05 | 3.72651443330293e-05 |
93 | 0.999949535393627 | 0.000100929212746768 | 5.04646063733838e-05 |
94 | 0.99994294754774 | 0.000114104904520415 | 5.70524522602073e-05 |
95 | 0.999928544775476 | 0.000142910449048331 | 7.14552245241654e-05 |
96 | 0.999901846870405 | 0.000196306259191081 | 9.81531295955405e-05 |
97 | 0.999905991817334 | 0.000188016365331816 | 9.40081826659078e-05 |
98 | 0.999982093409719 | 3.58131805622869e-05 | 1.79065902811434e-05 |
99 | 0.999984449524153 | 3.11009516943462e-05 | 1.55504758471731e-05 |
100 | 0.999978639366813 | 4.27212663749392e-05 | 2.13606331874696e-05 |
101 | 0.99996946170801 | 6.10765839797969e-05 | 3.05382919898985e-05 |
102 | 0.999957419747472 | 8.5160505056002e-05 | 4.2580252528001e-05 |
103 | 0.999967151126278 | 6.5697747443154e-05 | 3.2848873721577e-05 |
104 | 0.999954745126569 | 9.05097468614819e-05 | 4.52548734307409e-05 |
105 | 0.999935905272635 | 0.000128189454729071 | 6.40947273645354e-05 |
106 | 0.999911669772395 | 0.000176660455209665 | 8.83302276048326e-05 |
107 | 0.999936780740906 | 0.000126438518187681 | 6.32192590938403e-05 |
108 | 0.99991381925795 | 0.000172361484100451 | 8.61807420502254e-05 |
109 | 0.999879282189681 | 0.0002414356206371 | 0.00012071781031855 |
110 | 0.999887065425588 | 0.000225869148824889 | 0.000112934574412445 |
111 | 0.999871509642614 | 0.000256980714772048 | 0.000128490357386024 |
112 | 0.999820808166613 | 0.000358383666774831 | 0.000179191833387415 |
113 | 0.999772472217136 | 0.000455055565728208 | 0.000227527782864104 |
114 | 0.999708930058527 | 0.000582139882945848 | 0.000291069941472924 |
115 | 0.999631533472053 | 0.000736933055893067 | 0.000368466527946534 |
116 | 0.999527877559339 | 0.000944244881322481 | 0.000472122440661241 |
117 | 0.999386519942759 | 0.00122696011448128 | 0.000613480057240642 |
118 | 0.999677136135562 | 0.000645727728876222 | 0.000322863864438111 |
119 | 0.999991436127733 | 1.71277445332751e-05 | 8.56387226663753e-06 |
120 | 0.999988733244393 | 2.25335112147569e-05 | 1.12667556073785e-05 |
121 | 0.999983938307617 | 3.21233847650197e-05 | 1.60616923825099e-05 |
122 | 0.99998786908096 | 2.42618380808916e-05 | 1.21309190404458e-05 |
123 | 0.999989585182726 | 2.08296345484194e-05 | 1.04148172742097e-05 |
124 | 0.999996278421772 | 7.44315645604589e-06 | 3.72157822802295e-06 |
125 | 0.999995986027025 | 8.02794594958575e-06 | 4.01397297479287e-06 |
126 | 0.999994495606234 | 1.10087875311028e-05 | 5.50439376555139e-06 |
127 | 0.999992063237045 | 1.58735259095833e-05 | 7.93676295479165e-06 |
128 | 0.999988518748035 | 2.29625039296531e-05 | 1.14812519648265e-05 |
129 | 0.999998494707646 | 3.01058470808533e-06 | 1.50529235404267e-06 |
130 | 0.999997730350527 | 4.53929894616572e-06 | 2.26964947308286e-06 |
131 | 0.999996589298379 | 6.82140324211327e-06 | 3.41070162105663e-06 |
132 | 0.999995230642977 | 9.53871404561362e-06 | 4.76935702280681e-06 |
133 | 0.999993633100926 | 1.27337981479088e-05 | 6.36689907395442e-06 |
134 | 0.999996323488365 | 7.35302326964474e-06 | 3.67651163482237e-06 |
135 | 0.999994808230027 | 1.0383539945677e-05 | 5.19176997283848e-06 |
136 | 0.999992398425093 | 1.52031498145055e-05 | 7.60157490725277e-06 |
137 | 0.999988822549742 | 2.2354900515481e-05 | 1.11774502577405e-05 |
138 | 0.999985378091956 | 2.92438160879924e-05 | 1.46219080439962e-05 |
139 | 0.999982451806213 | 3.50963875748644e-05 | 1.75481937874322e-05 |
140 | 0.999975035340215 | 4.99293195705762e-05 | 2.49646597852881e-05 |
141 | 0.999971050680014 | 5.78986399725553e-05 | 2.89493199862777e-05 |
142 | 0.999962022542575 | 7.59549148493365e-05 | 3.79774574246683e-05 |
143 | 0.999958475098017 | 8.30498039657701e-05 | 4.1524901982885e-05 |
144 | 0.999973391819322 | 5.32163613564337e-05 | 2.66081806782169e-05 |
145 | 0.999978917373267 | 4.21652534658693e-05 | 2.10826267329346e-05 |
146 | 0.999970457875622 | 5.90842487565248e-05 | 2.95421243782624e-05 |
147 | 0.999975730144348 | 4.85397113036344e-05 | 2.42698556518172e-05 |
148 | 0.999975525518118 | 4.8948963763816e-05 | 2.4474481881908e-05 |
149 | 0.999972714506208 | 5.45709875847526e-05 | 2.72854937923763e-05 |
150 | 0.99996192509928 | 7.61498014396703e-05 | 3.80749007198352e-05 |
151 | 0.999968831508627 | 6.23369827463929e-05 | 3.11684913731965e-05 |
152 | 0.99995583721666 | 8.8325566680206e-05 | 4.4162783340103e-05 |
153 | 0.999940087592075 | 0.000119824815849815 | 5.99124079249073e-05 |
154 | 0.999915119103494 | 0.000169761793012873 | 8.48808965064364e-05 |
155 | 0.999935685987979 | 0.00012862802404199 | 6.43140120209952e-05 |
156 | 0.999914559899002 | 0.000170880201996529 | 8.54401009982644e-05 |
157 | 0.999880945511342 | 0.000238108977315209 | 0.000119054488657605 |
158 | 0.999855187779941 | 0.000289624440117944 | 0.000144812220058972 |
159 | 0.999873731300298 | 0.000252537399404389 | 0.000126268699702195 |
160 | 0.999833355770352 | 0.000333288459296813 | 0.000166644229648407 |
161 | 0.999780748146001 | 0.000438503707997503 | 0.000219251853998751 |
162 | 0.999705372027957 | 0.000589255944086009 | 0.000294627972043005 |
163 | 0.999640132342596 | 0.00071973531480766 | 0.00035986765740383 |
164 | 0.999596997035244 | 0.000806005929511563 | 0.000403002964755782 |
165 | 0.999534787449705 | 0.000930425100589819 | 0.000465212550294909 |
166 | 0.999533086470001 | 0.00093382705999839 | 0.000466913529999195 |
167 | 0.999425024477889 | 0.00114995104422199 | 0.000574975522110996 |
168 | 0.999466756986164 | 0.00106648602767255 | 0.000533243013836277 |
169 | 0.999291905724099 | 0.00141618855180125 | 0.000708094275900623 |
170 | 0.999973307206979 | 5.33855860427168e-05 | 2.66927930213584e-05 |
171 | 0.999963663444412 | 7.26731111751729e-05 | 3.63365555875865e-05 |
172 | 0.999955097504103 | 8.9804991793981e-05 | 4.49024958969905e-05 |
173 | 0.999993904079837 | 1.21918403266432e-05 | 6.09592016332158e-06 |
174 | 0.999998635759391 | 2.72848121816518e-06 | 1.36424060908259e-06 |
175 | 0.999999295901607 | 1.40819678674784e-06 | 7.04098393373918e-07 |
176 | 0.99999894897497 | 2.10205006023574e-06 | 1.05102503011787e-06 |
177 | 0.999999079695977 | 1.84060804535141e-06 | 9.20304022675705e-07 |
178 | 0.999998965247407 | 2.06950518629284e-06 | 1.03475259314642e-06 |
179 | 0.999998384269589 | 3.23146082158221e-06 | 1.6157304107911e-06 |
180 | 0.999999078716023 | 1.8425679530077e-06 | 9.2128397650385e-07 |
181 | 0.999998829810615 | 2.34037876955399e-06 | 1.170189384777e-06 |
182 | 0.999998843949732 | 2.31210053502085e-06 | 1.15605026751043e-06 |
183 | 0.999998193679969 | 3.61264006289111e-06 | 1.80632003144556e-06 |
184 | 0.999997927815205 | 4.14436958985337e-06 | 2.07218479492669e-06 |
185 | 0.999997768076591 | 4.46384681745533e-06 | 2.23192340872767e-06 |
186 | 0.999996708787411 | 6.5824251772537e-06 | 3.29121258862685e-06 |
187 | 0.999995332647087 | 9.33470582641868e-06 | 4.66735291320934e-06 |
188 | 0.999992832391925 | 1.43352161490207e-05 | 7.16760807451035e-06 |
189 | 0.999989318100255 | 2.13637994892342e-05 | 1.06818997446171e-05 |
190 | 0.999996381396002 | 7.23720799558449e-06 | 3.61860399779224e-06 |
191 | 0.999999858663471 | 2.82673057497484e-07 | 1.41336528748742e-07 |
192 | 0.999999801408516 | 3.97182967795441e-07 | 1.9859148389772e-07 |
193 | 0.99999967806495 | 6.4387009970324e-07 | 3.2193504985162e-07 |
194 | 0.999999543738252 | 9.1252349543347e-07 | 4.56261747716735e-07 |
195 | 0.999999353964125 | 1.29207175058735e-06 | 6.46035875293676e-07 |
196 | 0.99999940298832 | 1.19402336088721e-06 | 5.97011680443606e-07 |
197 | 0.999999089850087 | 1.82029982621647e-06 | 9.10149913108235e-07 |
198 | 0.999998542326015 | 2.91534797082608e-06 | 1.45767398541304e-06 |
199 | 0.999998630846631 | 2.73830673824387e-06 | 1.36915336912193e-06 |
200 | 0.999997844421888 | 4.31115622483674e-06 | 2.15557811241837e-06 |
201 | 0.99999674079249 | 6.51841502003793e-06 | 3.25920751001896e-06 |
202 | 0.999994971441492 | 1.00571170151465e-05 | 5.02855850757327e-06 |
203 | 0.999997450873803 | 5.09825239376258e-06 | 2.54912619688129e-06 |
204 | 0.99999606367886 | 7.87264227944181e-06 | 3.93632113972091e-06 |
205 | 0.999994647750396 | 1.07044992079949e-05 | 5.35224960399744e-06 |
206 | 0.999991461623807 | 1.70767523852316e-05 | 8.53837619261578e-06 |
207 | 0.999988816743399 | 2.23665132015576e-05 | 1.11832566007788e-05 |
208 | 0.99999886280882 | 2.27438236001322e-06 | 1.13719118000661e-06 |
209 | 0.999999650762862 | 6.98474276286469e-07 | 3.49237138143235e-07 |
210 | 0.999999459320816 | 1.08135836879285e-06 | 5.40679184396423e-07 |
211 | 0.999999234030692 | 1.53193861516666e-06 | 7.65969307583328e-07 |
212 | 0.999999937148285 | 1.25703431036511e-07 | 6.28517155182557e-08 |
213 | 0.999999918825148 | 1.62349704284009e-07 | 8.11748521420046e-08 |
214 | 0.999999877105637 | 2.45788725307198e-07 | 1.22894362653599e-07 |
215 | 0.999999812047032 | 3.75905936117417e-07 | 1.87952968058708e-07 |
216 | 0.999999693184848 | 6.13630304177901e-07 | 3.06815152088951e-07 |
217 | 0.999999748166863 | 5.03666274144335e-07 | 2.51833137072168e-07 |
218 | 0.999999584588411 | 8.30823177166717e-07 | 4.15411588583358e-07 |
219 | 0.999999280976131 | 1.43804773884442e-06 | 7.1902386942221e-07 |
220 | 0.999999361480781 | 1.27703843859082e-06 | 6.38519219295408e-07 |
221 | 0.999998943339166 | 2.11332166763092e-06 | 1.05666083381546e-06 |
222 | 0.999999750232677 | 4.99534645118284e-07 | 2.49767322559142e-07 |
223 | 0.999999805447183 | 3.89105633768538e-07 | 1.94552816884269e-07 |
224 | 0.999999655812235 | 6.88375530629188e-07 | 3.44187765314594e-07 |
225 | 0.999999415926372 | 1.16814725661724e-06 | 5.84073628308621e-07 |
226 | 0.999999138708142 | 1.72258371569518e-06 | 8.61291857847591e-07 |
227 | 0.999999038411467 | 1.9231770663398e-06 | 9.61588533169898e-07 |
228 | 0.999998607456977 | 2.78508604633191e-06 | 1.39254302316595e-06 |
229 | 0.999997504284433 | 4.9914311348662e-06 | 2.4957155674331e-06 |
230 | 0.99999751951301 | 4.96097398031314e-06 | 2.48048699015657e-06 |
231 | 0.999996460606644 | 7.07878671236897e-06 | 3.53939335618448e-06 |
232 | 0.999994019520434 | 1.19609591310575e-05 | 5.98047956552873e-06 |
233 | 0.999999940848118 | 1.18303763905955e-07 | 5.91518819529775e-08 |
234 | 0.999999883716288 | 2.32567423046263e-07 | 1.16283711523131e-07 |
235 | 0.999999788698725 | 4.22602550175609e-07 | 2.11301275087805e-07 |
236 | 0.999999635135022 | 7.29729956585942e-07 | 3.64864978292971e-07 |
237 | 0.999999999906108 | 1.87784013927263e-10 | 9.38920069636316e-11 |
238 | 0.999999999782354 | 4.35292439501724e-10 | 2.17646219750862e-10 |
239 | 0.999999999464177 | 1.07164666749068e-09 | 5.35823333745342e-10 |
240 | 0.999999999132427 | 1.73514662323804e-09 | 8.67573311619021e-10 |
241 | 0.999999998860117 | 2.27976579706191e-09 | 1.13988289853096e-09 |
242 | 0.999999997279754 | 5.44049111228067e-09 | 2.72024555614033e-09 |
243 | 0.999999994697423 | 1.06051533515863e-08 | 5.30257667579317e-09 |
244 | 0.999999987314271 | 2.53714581523058e-08 | 1.26857290761529e-08 |
245 | 0.999999976850505 | 4.62989898682758e-08 | 2.31494949341379e-08 |
246 | 0.999999947579482 | 1.04841036097915e-07 | 5.24205180489573e-08 |
247 | 0.999999916496801 | 1.67006398762933e-07 | 8.35031993814666e-08 |
248 | 0.999999809032932 | 3.81934135288032e-07 | 1.90967067644016e-07 |
249 | 0.999999676134036 | 6.47731927611469e-07 | 3.23865963805735e-07 |
250 | 0.999999352883433 | 1.29423313333767e-06 | 6.47116566668836e-07 |
251 | 0.999998606486807 | 2.78702638652252e-06 | 1.39351319326126e-06 |
252 | 0.999997010576177 | 5.9788476461459e-06 | 2.98942382307295e-06 |
253 | 0.99999355601975 | 1.28879605002551e-05 | 6.44398025012756e-06 |
254 | 0.999988853170816 | 2.22936583687748e-05 | 1.11468291843874e-05 |
255 | 0.999988500143823 | 2.29997123536824e-05 | 1.14998561768412e-05 |
256 | 0.999975243148863 | 4.95137022744529e-05 | 2.47568511372265e-05 |
257 | 0.999976814487872 | 4.63710242563498e-05 | 2.31855121281749e-05 |
258 | 0.999993195246079 | 1.36095078413816e-05 | 6.80475392069079e-06 |
259 | 0.999989284936062 | 2.1430127876176e-05 | 1.0715063938088e-05 |
260 | 0.999976326134335 | 4.7347731329888e-05 | 2.3673865664944e-05 |
261 | 0.999961424110848 | 7.71517783032126e-05 | 3.85758891516063e-05 |
262 | 0.999911917164243 | 0.000176165671514376 | 8.80828357571878e-05 |
263 | 0.99983706120525 | 0.000325877589500403 | 0.000162938794750202 |
264 | 0.99969628595556 | 0.000607428088879509 | 0.000303714044439754 |
265 | 0.999566570038659 | 0.000866859922682115 | 0.000433429961341057 |
266 | 0.999087859737397 | 0.00182428052520563 | 0.000912140262602817 |
267 | 0.999024300336311 | 0.00195139932737908 | 0.000975699663689539 |
268 | 0.999049264948545 | 0.00190147010290917 | 0.000950735051454584 |
269 | 0.999994740401129 | 1.05191977414998e-05 | 5.25959887074991e-06 |
270 | 0.999987913625405 | 2.41727491900316e-05 | 1.20863745950158e-05 |
271 | 0.999967974707052 | 6.4050585896957e-05 | 3.20252929484785e-05 |
272 | 0.999889445409307 | 0.000221109181385898 | 0.000110554590692949 |
273 | 0.999674718871182 | 0.000650562257635188 | 0.000325281128817594 |
274 | 0.998915529585928 | 0.00216894082814402 | 0.00108447041407201 |
275 | 0.997287554393553 | 0.00542489121289327 | 0.00271244560644664 |
276 | 0.999096593411238 | 0.00180681317752302 | 0.00090340658876151 |
277 | 0.996176176360364 | 0.00764764727927186 | 0.00382382363963593 |
278 | 0.985170912891258 | 0.0296581742174849 | 0.0148290871087424 |
279 | 0.98643458934633 | 0.0271308213073393 | 0.0135654106536697 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 222 | 0.822222222222222 | NOK |
5% type I error level | 237 | 0.877777777777778 | NOK |
10% type I error level | 243 | 0.9 | NOK |