Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = + 10739.6439901869 + 665.171628089375feedbackmessages[t] + 0.253024395934251totsize[t] + 809.902398625367totblogs[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) | 10739.6439901869 | 6099.603493 | 1.7607 | 0.07936 | 0.03968 |
feedbackmessages | 665.171628089375 | 98.372599 | 6.7618 | 0 | 0 |
totsize | 0.253024395934251 | 0.112141 | 2.2563 | 0.02481 | 0.012405 |
totblogs | 809.902398625367 | 91.275539 | 8.8732 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.855318299507335 |
R-squared | 0.731569393472119 |
Adjusted R-squared | 0.728743808140247 |
F-TEST (value) | 258.908971964167 |
F-TEST (DF numerator) | 3 |
F-TEST (DF denominator) | 285 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 42884.2242374606 |
Sum Squared Residuals | 524131156207.908 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 233081.073318621 | -22174.0733186205 |
2 | 120982 | 186496.420146772 | -65514.4201467722 |
3 | 176508 | 208257.283619764 | -31749.2836197642 |
4 | 179321 | 220410.967164877 | -41089.9671648775 |
5 | 123185 | 114271.72747022 | 8913.27252977982 |
6 | 52746 | 126031.452794058 | -73285.4527940576 |
7 | 385534 | 221378.019245056 | 164155.980754944 |
8 | 33170 | 65126.3824633743 | -31956.3824633743 |
9 | 101645 | 67021.3009339427 | 34623.6990660573 |
10 | 149061 | 174683.464456921 | -25622.4644569208 |
11 | 165446 | 151165.955953573 | 14280.0440464267 |
12 | 237213 | 223470.985510176 | 13742.0144898235 |
13 | 173326 | 202472.623558683 | -29146.6235586834 |
14 | 133131 | 139808.818002785 | -6677.81800278516 |
15 | 258873 | 229650.009021068 | 29222.9909789321 |
16 | 180083 | 178870.385969375 | 1212.6140306245 |
17 | 324799 | 263565.114393644 | 61233.8856063561 |
18 | 230964 | 243245.649403865 | -12281.6494038646 |
19 | 236785 | 187277.839847266 | 49507.1601527336 |
20 | 135473 | 201394.479813469 | -65921.4798134687 |
21 | 202925 | 242389.643892557 | -39464.6438925566 |
22 | 215147 | 226028.283677877 | -10881.2836778774 |
23 | 344297 | 195264.775344169 | 149032.224655831 |
24 | 153935 | 143219.595020595 | 10715.4049794051 |
25 | 132943 | 225835.853228633 | -92892.8532286331 |
26 | 174724 | 210412.191501943 | -35688.1915019428 |
27 | 174415 | 182249.737419138 | -7834.73741913782 |
28 | 225548 | 201527.765285072 | 24020.2347149277 |
29 | 223632 | 199738.791015105 | 23893.2089848946 |
30 | 124817 | 123820.554001068 | 996.445998931713 |
31 | 221698 | 204964.106560077 | 16733.8934399229 |
32 | 210767 | 224211.292008359 | -13444.292008359 |
33 | 170266 | 231519.646216777 | -61253.6462167768 |
34 | 260561 | 244549.261551643 | 16011.7384483569 |
35 | 84853 | 123343.030101757 | -38490.0301017568 |
36 | 294424 | 252101.087375798 | 42322.9126242022 |
37 | 101011 | 78221.3280027534 | 22789.6719972466 |
38 | 215641 | 157181.215111303 | 58459.784888697 |
39 | 325107 | 195757.333607807 | 129349.666392193 |
40 | 7176 | 11099.6977056013 | -3923.69770560134 |
41 | 167542 | 163833.064932654 | 3708.9350673457 |
42 | 106408 | 82407.7884759706 | 24000.2115240294 |
43 | 96560 | 90542.8736513094 | 6017.1263486906 |
44 | 265769 | 211441.10754716 | 54327.8924528398 |
45 | 269651 | 190012.661377495 | 79638.3386225049 |
46 | 149112 | 175191.613733936 | -26079.6137339359 |
47 | 175824 | 126715.981790188 | 49108.0182098117 |
48 | 152871 | 152169.084858611 | 701.915141388916 |
49 | 111665 | 137065.270397362 | -25400.2703973621 |
50 | 116408 | 99679.9196108636 | 16728.0803891364 |
51 | 362301 | 173631.139075005 | 188669.860924995 |
52 | 78800 | 90649.5697111485 | -11849.5697111485 |
53 | 183167 | 233677.218013976 | -50510.2180139764 |
54 | 277965 | 268145.255079907 | 9819.74492009268 |
55 | 150629 | 201524.83528867 | -50895.8352886698 |
56 | 168809 | 187693.776418853 | -18884.7764188534 |
57 | 24188 | 25896.5154734457 | -1708.51547344574 |
58 | 329267 | 250011.206763374 | 79255.7932366256 |
59 | 65029 | 80550.2905553635 | -15521.2905553635 |
60 | 101097 | 81696.2789782339 | 19400.7210217661 |
61 | 218946 | 191269.01929402 | 27676.9807059796 |
62 | 244052 | 265198.829501726 | -21146.8295017261 |
63 | 341570 | 193201.791154137 | 148368.208845863 |
64 | 103597 | 77726.6013946888 | 25870.3986053112 |
65 | 233328 | 298738.954273914 | -65410.9542739143 |
66 | 256462 | 256277.140259652 | 184.859740348075 |
67 | 206161 | 155484.22581584 | 50676.7741841598 |
68 | 311473 | 260326.780211409 | 51146.2197885908 |
69 | 235800 | 249336.058806254 | -13536.0588062538 |
70 | 177939 | 165779.745108974 | 12159.2548910263 |
71 | 207176 | 196371.802220977 | 10804.1977790229 |
72 | 196553 | 196146.257716344 | 406.742283656147 |
73 | 174184 | 162780.324660068 | 11403.6753399316 |
74 | 143246 | 199901.903721566 | -56655.9037215655 |
75 | 187559 | 202557.837210188 | -14998.837210188 |
76 | 187681 | 220436.501280661 | -32755.5012806611 |
77 | 119016 | 151165.43295096 | -32149.4329509596 |
78 | 182192 | 202838.02845585 | -20646.0284558503 |
79 | 73566 | 95245.2130149269 | -21679.2130149269 |
80 | 194979 | 199789.733997435 | -4810.73399743526 |
81 | 167488 | 192623.968198495 | -25135.9681984947 |
82 | 143756 | 211593.249548459 | -67837.2495484588 |
83 | 275541 | 207870.625672872 | 67670.3743271276 |
84 | 243199 | 211228.527936486 | 31970.4720635137 |
85 | 182999 | 195015.077873076 | -12016.0778730759 |
86 | 135649 | 178941.640713296 | -43292.6407132963 |
87 | 152299 | 168971.272091103 | -16672.2720911035 |
88 | 120221 | 118056.027330601 | 2164.97266939947 |
89 | 346485 | 230938.546180473 | 115546.453819527 |
90 | 145790 | 117157.946246287 | 28632.0537537131 |
91 | 193339 | 204224.58198037 | -10885.5819803695 |
92 | 80953 | 90665.5360435498 | -9712.53604354982 |
93 | 122774 | 96517.3032745204 | 26256.6967254796 |
94 | 130585 | 181073.888220711 | -50488.888220711 |
95 | 112611 | 108255.615632996 | 4355.38436700417 |
96 | 286468 | 158291.556917245 | 128176.443082755 |
97 | 241066 | 178211.487592638 | 62854.5124073621 |
98 | 148446 | 253249.921479518 | -104803.921479518 |
99 | 204713 | 161422.881365477 | 43290.1186345225 |
100 | 182079 | 255310.618208128 | -73231.6182081281 |
101 | 140344 | 137519.515550262 | 2824.484449738 |
102 | 220516 | 185900.472857457 | 34615.5271425429 |
103 | 243060 | 208288.863757961 | 34771.1362420388 |
104 | 162765 | 194005.483346495 | -31240.4833464949 |
105 | 182613 | 232336.020818306 | -49723.0208183059 |
106 | 232138 | 280917.107549171 | -48779.1075491712 |
107 | 265318 | 275299.267801656 | -9981.26780165581 |
108 | 85574 | 98729.3097220372 | -13155.3097220372 |
109 | 310839 | 310914.27693162 | -75.2769316203311 |
110 | 225060 | 214086.674192194 | 10973.3258078059 |
111 | 232317 | 270756.175205449 | -38439.1752054493 |
112 | 144966 | 141066.745241227 | 3899.25475877268 |
113 | 43287 | 108721.864439299 | -65434.8644392989 |
114 | 155754 | 130036.338940061 | 25717.6610599391 |
115 | 164709 | 252795.3100327 | -88086.3100327001 |
116 | 201940 | 187753.604131273 | 14186.395868727 |
117 | 235454 | 210568.259459468 | 24885.7405405325 |
118 | 220801 | 118464.982748751 | 102336.017251249 |
119 | 99466 | 164538.536873794 | -65072.5368737942 |
120 | 92661 | 81173.1163181536 | 11487.8836818464 |
121 | 133328 | 124807.759506456 | 8520.24049354414 |
122 | 61361 | 61102.506169482 | 258.493830518036 |
123 | 125930 | 115999.76932341 | 9930.23067658956 |
124 | 100750 | 172512.194435164 | -71762.1944351639 |
125 | 224549 | 196035.882008272 | 28513.1179917278 |
126 | 82316 | 62301.3644501786 | 20014.6355498214 |
127 | 102010 | 76272.7652794724 | 25737.2347205276 |
128 | 101523 | 146275.987075741 | -44752.9870757414 |
129 | 243511 | 243959.642001897 | -448.642001897418 |
130 | 22938 | 19944.1028695171 | 2993.89713048288 |
131 | 41566 | 39720.6976705797 | 1845.30232942032 |
132 | 152474 | 190945.947074563 | -38471.9470745631 |
133 | 61857 | 61069.0031010548 | 787.99689894524 |
134 | 99923 | 113929.412339686 | -14006.4123396862 |
135 | 132487 | 183591.247656381 | -51104.2476563812 |
136 | 317394 | 268005.606516877 | 49388.3934831227 |
137 | 21054 | 14195.5894432121 | 6858.41055678786 |
138 | 209641 | 161867.120811129 | 47773.8791888714 |
139 | 22648 | 66527.9413453847 | -43879.9413453847 |
140 | 31414 | 62526.8206118184 | -31112.8206118184 |
141 | 46698 | 59270.3172169611 | -12572.3172169611 |
142 | 131698 | 140403.870099666 | -8705.87009966602 |
143 | 91735 | 73496.3062351466 | 18238.6937648534 |
144 | 244749 | 194413.61691202 | 50335.3830879798 |
145 | 184510 | 205597.549685361 | -21087.5496853614 |
146 | 79863 | 84744.9779019898 | -4881.97790198983 |
147 | 128423 | 159800.365819181 | -31377.3658191807 |
148 | 97839 | 153335.172899493 | -55496.172899493 |
149 | 38214 | 43877.499352137 | -5663.49935213705 |
150 | 151101 | 163475.666155583 | -12374.6661555832 |
151 | 272458 | 248332.14566516 | 24125.8543348396 |
152 | 172494 | 248524.102655209 | -76030.1026552092 |
153 | 108043 | 86987.8574061186 | 21055.1425938814 |
154 | 328107 | 259833.844176123 | 68273.1558238773 |
155 | 250579 | 247281.042390299 | 3297.9576097012 |
156 | 351067 | 348776.503993731 | 2290.49600626874 |
157 | 158015 | 171087.852304038 | -13072.8523040384 |
158 | 98866 | 89778.5484170204 | 9087.45158297962 |
159 | 85439 | 125907.353620824 | -40468.3536208243 |
160 | 229242 | 186659.10585668 | 42582.8941433197 |
161 | 351619 | 274099.50000636 | 77519.4999936401 |
162 | 84207 | 123092.489801214 | -38885.4898012143 |
163 | 120445 | 109055.728181316 | 11389.2718186839 |
164 | 324598 | 243274.89783428 | 81323.1021657196 |
165 | 131069 | 150830.319408661 | -19761.3194086614 |
166 | 204271 | 212355.389353896 | -8084.38935389612 |
167 | 165543 | 196677.175292157 | -31134.1752921568 |
168 | 141722 | 153620.787218065 | -11898.787218065 |
169 | 116048 | 118486.625627576 | -2438.6256275763 |
170 | 250047 | 118730.244420478 | 131316.755579522 |
171 | 299775 | 197397.65164856 | 102377.34835144 |
172 | 195838 | 272543.036439707 | -76705.0364397074 |
173 | 173260 | 84858.8610444276 | 88401.1389555724 |
174 | 254488 | 246918.962031532 | 7569.03796846791 |
175 | 104389 | 217954.91278936 | -113565.91278936 |
176 | 136084 | 83927.0811222071 | 52156.9188777929 |
177 | 199476 | 223107.394345151 | -23631.3943451508 |
178 | 92499 | 80389.2490042622 | 12109.7509957378 |
179 | 224330 | 271460.718687977 | -47130.7186879767 |
180 | 135781 | 71783.6088949917 | 63997.3911050083 |
181 | 74408 | 66563.8510935248 | 7844.14890647522 |
182 | 81240 | 78025.0540928033 | 3214.94590719668 |
183 | 14688 | 16313.1219200257 | -1625.12192002571 |
184 | 181633 | 177970.624056351 | 3662.37594364925 |
185 | 271856 | 244728.94704418 | 27127.0529558201 |
186 | 7199 | 16015.030488855 | -8816.03048885501 |
187 | 46660 | 32809.387336135 | 13850.612663865 |
188 | 17547 | 16823.4114768583 | 723.58852314165 |
189 | 133368 | 106952.976599754 | 26415.0234002462 |
190 | 95227 | 112000.879293896 | -16773.8792938964 |
191 | 152601 | 131971.127467319 | 20629.8725326808 |
192 | 98146 | 74170.4517523808 | 23975.5482476192 |
193 | 79619 | 77425.0987142477 | 2193.90128575229 |
194 | 59194 | 89674.2483752257 | -30480.2483752256 |
195 | 139942 | 144150.94994533 | -4208.94994533028 |
196 | 118612 | 120740.364648586 | -2128.36464858608 |
197 | 72880 | 84397.0078917519 | -11517.0078917519 |
198 | 65475 | 107478.638860396 | -42003.6388603963 |
199 | 99643 | 116998.629586786 | -17355.6295867855 |
200 | 71965 | 128058.66114335 | -56093.6611433497 |
201 | 77272 | 93100.858503493 | -15828.858503493 |
202 | 49289 | 84240.5240440239 | -34951.5240440239 |
203 | 135131 | 90036.3999925599 | 45094.6000074401 |
204 | 108446 | 87933.9041976543 | 20512.0958023457 |
205 | 89746 | 95008.0047756285 | -5262.00477562848 |
206 | 44296 | 75763.061639733 | -31467.061639733 |
207 | 77648 | 80851.8136373446 | -3203.81363734461 |
208 | 181528 | 99669.0040265095 | 81858.9959734905 |
209 | 134019 | 99086.1691752626 | 34932.8308247374 |
210 | 124064 | 107446.631093058 | 16617.3689069423 |
211 | 92630 | 59676.1054335599 | 32953.8945664401 |
212 | 121848 | 94257.6549007594 | 27590.3450992406 |
213 | 52915 | 82292.9783146962 | -29377.9783146962 |
214 | 81872 | 79001.053320003 | 2870.94667999696 |
215 | 58981 | 93424.1705068887 | -34443.1705068887 |
216 | 53515 | 85505.8031770713 | -31990.8031770713 |
217 | 60812 | 72097.8037289137 | -11285.8037289137 |
218 | 56375 | 70812.4187634379 | -14437.4187634379 |
219 | 65490 | 78567.3137519746 | -13077.3137519746 |
220 | 80949 | 63278.1015329645 | 17670.8984670355 |
221 | 76302 | 95857.1505680758 | -19555.1505680758 |
222 | 104011 | 119316.960218397 | -15305.9602183968 |
223 | 98104 | 116183.662305858 | -18079.6623058575 |
224 | 67989 | 92422.5206301374 | -24433.5206301374 |
225 | 30989 | 61881.7924327274 | -30892.7924327274 |
226 | 135458 | 101858.7399328 | 33599.2600671999 |
227 | 73504 | 62984.4608762286 | 10519.5391237714 |
228 | 63123 | 128218.703470381 | -65095.703470381 |
229 | 61254 | 78634.945788503 | -17380.945788503 |
230 | 74914 | 111574.445973891 | -36660.4459738912 |
231 | 31774 | 55689.2515164412 | -23915.2515164412 |
232 | 81437 | 83046.5824689313 | -1609.58246893128 |
233 | 87186 | 100340.871508119 | -13154.8715081186 |
234 | 50090 | 70580.1568736072 | -20490.1568736072 |
235 | 65745 | 110469.355581846 | -44724.3555818464 |
236 | 56653 | 86471.5614425096 | -29818.5614425096 |
237 | 158399 | 89640.8556834551 | 68758.1443165449 |
238 | 46455 | 85712.6273241237 | -39257.6273241237 |
239 | 73624 | 84971.1300388659 | -11347.1300388659 |
240 | 38395 | 84326.677718483 | -45931.677718483 |
241 | 91899 | 86041.5707777767 | 5857.42922222334 |
242 | 139526 | 143616.956963115 | -4090.95696311474 |
243 | 52164 | 83461.6151854823 | -31297.6151854823 |
244 | 51567 | 79423.3862580703 | -27856.3862580703 |
245 | 70551 | 87491.8246172993 | -16940.8246172993 |
246 | 84856 | 98979.5076512191 | -14123.5076512191 |
247 | 102538 | 102221.487888119 | 316.512111881145 |
248 | 86678 | 71940.1925105756 | 14737.8074894244 |
249 | 85709 | 73977.899554485 | 11731.1004455149 |
250 | 34662 | 59659.6132012423 | -24997.6132012423 |
251 | 150580 | 109069.958829845 | 41510.0411701551 |
252 | 99611 | 119763.916574643 | -20152.916574643 |
253 | 19349 | 24394.1508492847 | -5045.15084928468 |
254 | 99373 | 85254.0334777878 | 14118.9665222122 |
255 | 86230 | 75467.1214156945 | 10762.8785843055 |
256 | 30837 | 27784.7193210776 | 3052.28067892243 |
257 | 31706 | 59443.3787426975 | -27737.3787426975 |
258 | 89806 | 74446.7879818707 | 15359.2120181293 |
259 | 62088 | 61893.0771305654 | 194.92286943461 |
260 | 40151 | 49345.9074275884 | -9194.90742758841 |
261 | 27634 | 52272.0818939454 | -24638.0818939454 |
262 | 76990 | 93647.5524323952 | -16657.5524323952 |
263 | 37460 | 29703.5653651928 | 7756.43463480719 |
264 | 54157 | 82003.0516585165 | -27846.0516585165 |
265 | 49862 | 81770.9482356715 | -31908.9482356715 |
266 | 84337 | 84311.6175542604 | 25.3824457395725 |
267 | 64175 | 102211.321584213 | -38036.3215842133 |
268 | 59382 | 82722.2731876647 | -23340.2731876647 |
269 | 119308 | 87274.637894876 | 32033.362105124 |
270 | 76702 | 109086.027194815 | -32384.0271948151 |
271 | 103425 | 104230.648638398 | -805.648638397822 |
272 | 70344 | 77631.9956991231 | -7287.99569912314 |
273 | 43410 | 14248.7221181735 | 29161.2778818265 |
274 | 104838 | 94058.7785416167 | 10779.2214583833 |
275 | 62215 | 63349.5863209523 | -1134.58632095227 |
276 | 69304 | 79417.9473659142 | -10113.9473659142 |
277 | 53117 | 54178.606211673 | -1061.60621167305 |
278 | 19764 | 25615.4373265694 | -5851.43732656935 |
279 | 86680 | 85770.7543082777 | 909.245691722282 |
280 | 84105 | 87252.0572578095 | -3147.05725780949 |
281 | 77945 | 92794.0946164161 | -14849.0946164161 |
282 | 89113 | 75530.293064083 | 13582.706935917 |
283 | 91005 | 72333.2704897342 | 18671.7295102658 |
284 | 40248 | 26288.9259866564 | 13959.0740133436 |
285 | 64187 | 65323.4933641767 | -1136.49336417665 |
286 | 50857 | 86752.2204349362 | -35895.2204349362 |
287 | 56613 | 54994.636635122 | 1618.36336487802 |
288 | 62792 | 116777.319820609 | -53985.3198206092 |
289 | 72535 | 75262.6752555948 | -2727.67525559482 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
7 | 0.989580494988219 | 0.0208390100235612 | 0.0104195050117806 |
8 | 0.97797674947372 | 0.0440465010525597 | 0.0220232505262799 |
9 | 0.959314009893403 | 0.0813719802131941 | 0.0406859901065971 |
10 | 0.940994313195732 | 0.118011373608537 | 0.0590056868042684 |
11 | 0.911870935718345 | 0.176258128563311 | 0.0881290642816554 |
12 | 0.898132922470519 | 0.203734155058962 | 0.101867077529481 |
13 | 0.928155577830044 | 0.143688844339912 | 0.0718444221699562 |
14 | 0.896237384749208 | 0.207525230501585 | 0.103762615250792 |
15 | 0.861983847280317 | 0.276032305439367 | 0.138016152719683 |
16 | 0.820003481131112 | 0.359993037737777 | 0.179996518868888 |
17 | 0.896320613750739 | 0.207358772498521 | 0.103679386249261 |
18 | 0.878470741791835 | 0.243058516416329 | 0.121529258208165 |
19 | 0.911878744608067 | 0.176242510783865 | 0.0881212553919326 |
20 | 0.965809011857599 | 0.0683819762848016 | 0.0341909881424008 |
21 | 0.962231110669478 | 0.0755377786610435 | 0.0377688893305218 |
22 | 0.94758811887113 | 0.10482376225774 | 0.05241188112887 |
23 | 0.993636208379746 | 0.0127275832405088 | 0.0063637916202544 |
24 | 0.990670712780833 | 0.0186585744383337 | 0.00932928721916687 |
25 | 0.994374203251361 | 0.0112515934972776 | 0.0056257967486388 |
26 | 0.995243153106546 | 0.00951369378690869 | 0.00475684689345434 |
27 | 0.992936766557962 | 0.0141264668840759 | 0.00706323344203797 |
28 | 0.990211709164474 | 0.0195765816710529 | 0.00978829083552643 |
29 | 0.986452236391547 | 0.0270955272169055 | 0.0135477636084528 |
30 | 0.980933293754397 | 0.0381334124912065 | 0.0190667062456033 |
31 | 0.973977833047373 | 0.0520443339052538 | 0.0260221669526269 |
32 | 0.96540569451908 | 0.0691886109618406 | 0.0345943054809203 |
33 | 0.974464705356705 | 0.0510705892865909 | 0.0255352946432955 |
34 | 0.969001420406916 | 0.0619971591861688 | 0.0309985795930844 |
35 | 0.961307768370925 | 0.0773844632581501 | 0.0386922316290751 |
36 | 0.951600341577343 | 0.0967993168453135 | 0.0483996584226567 |
37 | 0.938949448608191 | 0.122101102783618 | 0.061050551391809 |
38 | 0.957989465640963 | 0.0840210687180732 | 0.0420105343590366 |
39 | 0.996269769580828 | 0.00746046083834363 | 0.00373023041917182 |
40 | 0.995156232194405 | 0.00968753561118946 | 0.00484376780559473 |
41 | 0.993272714518424 | 0.0134545709631511 | 0.00672728548157557 |
42 | 0.99098470976561 | 0.0180305804687796 | 0.00901529023438979 |
43 | 0.988109348295786 | 0.0237813034084287 | 0.0118906517042143 |
44 | 0.987629625882999 | 0.0247407482340029 | 0.0123703741170014 |
45 | 0.991176924620269 | 0.0176461507594615 | 0.00882307537973075 |
46 | 0.989125725369299 | 0.0217485492614019 | 0.010874274630701 |
47 | 0.987864655272098 | 0.0242706894558049 | 0.0121353447279024 |
48 | 0.984122460280703 | 0.031755079438594 | 0.015877539719297 |
49 | 0.980421626719855 | 0.0391567465602909 | 0.0195783732801455 |
50 | 0.977176550865117 | 0.0456468982697656 | 0.0228234491348828 |
51 | 0.999958555986488 | 8.28880270250331e-05 | 4.14440135125165e-05 |
52 | 0.999937770273439 | 0.00012445945312184 | 6.22297265609198e-05 |
53 | 0.999948162544392 | 0.000103674911216335 | 5.18374556081677e-05 |
54 | 0.999922372644083 | 0.000155254711834576 | 7.7627355917288e-05 |
55 | 0.999937564963134 | 0.000124870073731297 | 6.24350368656483e-05 |
56 | 0.999915220545053 | 0.000169558909894444 | 8.4779454947222e-05 |
57 | 0.999877743587354 | 0.000244512825291326 | 0.000122256412645663 |
58 | 0.999931197038853 | 0.000137605922293313 | 6.88029611466567e-05 |
59 | 0.999901826556168 | 0.000196346887664327 | 9.81734438321633e-05 |
60 | 0.999860837394169 | 0.000278325211661694 | 0.000139162605830847 |
61 | 0.999812319982882 | 0.000375360034236791 | 0.000187680017118396 |
62 | 0.999754478218251 | 0.000491043563498867 | 0.000245521781749433 |
63 | 0.99998456239965 | 3.08752007002757e-05 | 1.54376003501379e-05 |
64 | 0.999979009313694 | 4.19813726121989e-05 | 2.09906863060995e-05 |
65 | 0.999994391331658 | 1.12173366835744e-05 | 5.60866834178718e-06 |
66 | 0.999991554078688 | 1.68918426238837e-05 | 8.44592131194184e-06 |
67 | 0.999991614264035 | 1.67714719289333e-05 | 8.38573596446664e-06 |
68 | 0.999991546329855 | 1.69073402907338e-05 | 8.45367014536692e-06 |
69 | 0.999990700339302 | 1.85993213966941e-05 | 9.29966069834706e-06 |
70 | 0.999986435915577 | 2.71281688454013e-05 | 1.35640844227007e-05 |
71 | 0.999979977787341 | 4.00444253174635e-05 | 2.00222126587317e-05 |
72 | 0.999970899576838 | 5.82008463235929e-05 | 2.91004231617964e-05 |
73 | 0.999957853130954 | 8.42937380921224e-05 | 4.21468690460612e-05 |
74 | 0.999972272964436 | 5.54540711279365e-05 | 2.77270355639683e-05 |
75 | 0.999960901239006 | 7.81975219885993e-05 | 3.90987609942997e-05 |
76 | 0.999955225800813 | 8.95483983738929e-05 | 4.47741991869465e-05 |
77 | 0.99995084333651 | 9.83133269795113e-05 | 4.91566634897556e-05 |
78 | 0.999933305232973 | 0.000133389534054631 | 6.66947670273155e-05 |
79 | 0.999912622772026 | 0.000174754455948489 | 8.73772279742447e-05 |
80 | 0.999875020852575 | 0.000249958294850795 | 0.000124979147425398 |
81 | 0.99984578903237 | 0.000308421935259185 | 0.000154210967629592 |
82 | 0.999897159663578 | 0.000205680672844499 | 0.000102840336422249 |
83 | 0.999932755204571 | 0.000134489590856982 | 6.72447954284909e-05 |
84 | 0.999918546461811 | 0.000162907076377883 | 8.14535381889416e-05 |
85 | 0.999906866858874 | 0.000186266282252999 | 9.31331411264993e-05 |
86 | 0.999906139033215 | 0.000187721933570614 | 9.38609667853072e-05 |
87 | 0.999872978844973 | 0.000254042310054565 | 0.000127021155027282 |
88 | 0.999820974973486 | 0.00035805005302735 | 0.000179025026513675 |
89 | 0.999978243041165 | 4.35139176702393e-05 | 2.17569588351196e-05 |
90 | 0.999972663747635 | 5.46725047296095e-05 | 2.73362523648048e-05 |
91 | 0.999962198161683 | 7.56036766349864e-05 | 3.78018383174932e-05 |
92 | 0.999948419473534 | 0.000103161052932455 | 5.15805264662276e-05 |
93 | 0.999934381129545 | 0.000131237740909311 | 6.56188704546555e-05 |
94 | 0.99994362245776 | 0.000112755084479026 | 5.63775422395129e-05 |
95 | 0.999919766651171 | 0.000160466697657617 | 8.02333488288085e-05 |
96 | 0.999995047936361 | 9.90412727906753e-06 | 4.95206363953377e-06 |
97 | 0.999996890361275 | 6.21927744957906e-06 | 3.10963872478953e-06 |
98 | 0.999999584629993 | 8.30740013163516e-07 | 4.15370006581758e-07 |
99 | 0.999999590287458 | 8.19425083371579e-07 | 4.0971254168579e-07 |
100 | 0.999999806403089 | 3.87193821695738e-07 | 1.93596910847869e-07 |
101 | 0.999999698825281 | 6.02349437641841e-07 | 3.0117471882092e-07 |
102 | 0.99999965569942 | 6.88601159179348e-07 | 3.44300579589674e-07 |
103 | 0.999999607245953 | 7.85508094580842e-07 | 3.92754047290421e-07 |
104 | 0.999999526492371 | 9.47015257576638e-07 | 4.73507628788319e-07 |
105 | 0.999999581922225 | 8.36155549125268e-07 | 4.18077774562634e-07 |
106 | 0.99999961178264 | 7.76434720924474e-07 | 3.88217360462237e-07 |
107 | 0.999999416046099 | 1.16790780187935e-06 | 5.83953900939675e-07 |
108 | 0.999999159109966 | 1.68178006876918e-06 | 8.40890034384591e-07 |
109 | 0.999998755438108 | 2.48912378323192e-06 | 1.24456189161596e-06 |
110 | 0.999998237737569 | 3.52452486219533e-06 | 1.76226243109767e-06 |
111 | 0.999998065640378 | 3.86871924457211e-06 | 1.93435962228605e-06 |
112 | 0.999997184458195 | 5.63108361059028e-06 | 2.81554180529514e-06 |
113 | 0.999998477085947 | 3.04582810657993e-06 | 1.52291405328997e-06 |
114 | 0.999997993833429 | 4.01233314173003e-06 | 2.00616657086502e-06 |
115 | 0.999999539945829 | 9.20108342086738e-07 | 4.60054171043369e-07 |
116 | 0.999999329897885 | 1.34020423035906e-06 | 6.70102115179532e-07 |
117 | 0.999999117119874 | 1.76576025225356e-06 | 8.8288012612678e-07 |
118 | 0.99999988987201 | 2.20255980447045e-07 | 1.10127990223523e-07 |
119 | 0.999999952124212 | 9.57515759832937e-08 | 4.78757879916468e-08 |
120 | 0.999999925017307 | 1.4996538517809e-07 | 7.49826925890449e-08 |
121 | 0.999999883893779 | 2.32212442616549e-07 | 1.16106221308275e-07 |
122 | 0.999999819583143 | 3.60833713907103e-07 | 1.80416856953552e-07 |
123 | 0.999999724600251 | 5.50799497881623e-07 | 2.75399748940811e-07 |
124 | 0.999999899606528 | 2.00786943678486e-07 | 1.00393471839243e-07 |
125 | 0.999999866463191 | 2.67073617931355e-07 | 1.33536808965677e-07 |
126 | 0.999999806683328 | 3.86633343138551e-07 | 1.93316671569275e-07 |
127 | 0.999999734109303 | 5.31781393508869e-07 | 2.65890696754434e-07 |
128 | 0.999999761658674 | 4.76682651928459e-07 | 2.3834132596423e-07 |
129 | 0.999999631452342 | 7.37095316261458e-07 | 3.68547658130729e-07 |
130 | 0.99999943447374 | 1.13105251957807e-06 | 5.65526259789035e-07 |
131 | 0.999999145067074 | 1.70986585268983e-06 | 8.54932926344913e-07 |
132 | 0.99999906026834 | 1.87946332049333e-06 | 9.39731660246664e-07 |
133 | 0.999998578792969 | 2.84241406280094e-06 | 1.42120703140047e-06 |
134 | 0.999997967388668 | 4.06522266327265e-06 | 2.03261133163633e-06 |
135 | 0.999998153909171 | 3.69218165861599e-06 | 1.84609082930799e-06 |
136 | 0.999998377112891 | 3.24577421830411e-06 | 1.62288710915206e-06 |
137 | 0.999997566412103 | 4.86717579424085e-06 | 2.43358789712042e-06 |
138 | 0.999997718289856 | 4.56342028771892e-06 | 2.28171014385946e-06 |
139 | 0.999998018599943 | 3.9628001144652e-06 | 1.9814000572326e-06 |
140 | 0.999997750586053 | 4.49882789344256e-06 | 2.24941394672128e-06 |
141 | 0.999996764997082 | 6.47000583651732e-06 | 3.23500291825866e-06 |
142 | 0.999995308114767 | 9.38377046636609e-06 | 4.69188523318304e-06 |
143 | 0.999993819917134 | 1.23601657315584e-05 | 6.18008286577918e-06 |
144 | 0.99999529457613 | 9.41084774035209e-06 | 4.70542387017604e-06 |
145 | 0.999993543059408 | 1.29138811846361e-05 | 6.45694059231806e-06 |
146 | 0.999990586930183 | 1.88261396350173e-05 | 9.41306981750867e-06 |
147 | 0.999988394027644 | 2.32119447117551e-05 | 1.16059723558775e-05 |
148 | 0.999992537608926 | 1.49247821472952e-05 | 7.4623910736476e-06 |
149 | 0.999989167427157 | 2.16651456862991e-05 | 1.08325728431495e-05 |
150 | 0.999984546339876 | 3.09073202473076e-05 | 1.54536601236538e-05 |
151 | 0.999981935025405 | 3.61299491905398e-05 | 1.80649745952699e-05 |
152 | 0.999991099410376 | 1.78011792486713e-05 | 8.90058962433563e-06 |
153 | 0.999988073825868 | 2.38523482634089e-05 | 1.19261741317045e-05 |
154 | 0.999994946997774 | 1.01060044517031e-05 | 5.05300222585157e-06 |
155 | 0.999992619448024 | 1.47611039513717e-05 | 7.38055197568587e-06 |
156 | 0.999989541301497 | 2.09173970062075e-05 | 1.04586985031037e-05 |
157 | 0.999985020652893 | 2.99586942138726e-05 | 1.49793471069363e-05 |
158 | 0.999978637508043 | 4.27249839131988e-05 | 2.13624919565994e-05 |
159 | 0.999977581659275 | 4.48366814505714e-05 | 2.24183407252857e-05 |
160 | 0.999978705163239 | 4.25896735215031e-05 | 2.12948367607515e-05 |
161 | 0.99999437001659 | 1.12599668194812e-05 | 5.62998340974058e-06 |
162 | 0.999995347189949 | 9.30562010241986e-06 | 4.65281005120993e-06 |
163 | 0.999993206168608 | 1.35876627846775e-05 | 6.79383139233877e-06 |
164 | 0.999998431227781 | 3.13754443779769e-06 | 1.56877221889884e-06 |
165 | 0.999997713359891 | 4.57328021804838e-06 | 2.28664010902419e-06 |
166 | 0.999996689164306 | 6.62167138751022e-06 | 3.31083569375511e-06 |
167 | 0.999995471113368 | 9.05777326449803e-06 | 4.52888663224901e-06 |
168 | 0.999993304978631 | 1.33900427377977e-05 | 6.69502136889886e-06 |
169 | 0.999990141961404 | 1.97160771923402e-05 | 9.85803859617011e-06 |
170 | 0.999999885480309 | 2.29039381106892e-07 | 1.14519690553446e-07 |
171 | 0.999999998854399 | 2.29120242505975e-09 | 1.14560121252988e-09 |
172 | 0.999999999426413 | 1.14717295477874e-09 | 5.7358647738937e-10 |
173 | 0.999999999983369 | 3.32630526179629e-11 | 1.66315263089815e-11 |
174 | 0.999999999982475 | 3.50507005807245e-11 | 1.75253502903622e-11 |
175 | 0.999999999999433 | 1.13453534570788e-12 | 5.6726767285394e-13 |
176 | 0.999999999999788 | 4.25050836155828e-13 | 2.12525418077914e-13 |
177 | 0.999999999999612 | 7.76295474163513e-13 | 3.88147737081757e-13 |
178 | 0.999999999999362 | 1.27653211584048e-12 | 6.3826605792024e-13 |
179 | 0.999999999999389 | 1.22113437036651e-12 | 6.10567185183255e-13 |
180 | 0.999999999999908 | 1.84871609547242e-13 | 9.2435804773621e-14 |
181 | 0.999999999999817 | 3.66103389013457e-13 | 1.83051694506728e-13 |
182 | 0.999999999999644 | 7.11431506061235e-13 | 3.55715753030617e-13 |
183 | 0.999999999999297 | 1.40594085558873e-12 | 7.02970427794364e-13 |
184 | 0.999999999998727 | 2.54554528677434e-12 | 1.27277264338717e-12 |
185 | 0.999999999999539 | 9.2135199726783e-13 | 4.60675998633915e-13 |
186 | 0.99999999999922 | 1.56084457097578e-12 | 7.80422285487888e-13 |
187 | 0.999999999998514 | 2.97286506077448e-12 | 1.48643253038724e-12 |
188 | 0.999999999997137 | 5.72643740096881e-12 | 2.8632187004844e-12 |
189 | 0.999999999997373 | 5.25375274799417e-12 | 2.62687637399709e-12 |
190 | 0.999999999994992 | 1.00169327791665e-11 | 5.00846638958326e-12 |
191 | 0.999999999994015 | 1.19706407824879e-11 | 5.98532039124393e-12 |
192 | 0.999999999992884 | 1.4231248265815e-11 | 7.11562413290748e-12 |
193 | 0.999999999986356 | 2.72875558084358e-11 | 1.36437779042179e-11 |
194 | 0.999999999980672 | 3.86567688246664e-11 | 1.93283844123332e-11 |
195 | 0.999999999965273 | 6.94537037750903e-11 | 3.47268518875452e-11 |
196 | 0.999999999939238 | 1.21523921507974e-10 | 6.0761960753987e-11 |
197 | 0.999999999885516 | 2.28967724542101e-10 | 1.14483862271051e-10 |
198 | 0.999999999917491 | 1.65018971170688e-10 | 8.25094855853442e-11 |
199 | 0.999999999852127 | 2.95745154540741e-10 | 1.47872577270371e-10 |
200 | 0.999999999923447 | 1.53106646425894e-10 | 7.65533232129472e-11 |
201 | 0.999999999859031 | 2.8193821655456e-10 | 1.4096910827728e-10 |
202 | 0.99999999979569 | 4.08620955571818e-10 | 2.04310477785909e-10 |
203 | 0.999999999908324 | 1.83351514884379e-10 | 9.16757574421895e-11 |
204 | 0.999999999873014 | 2.53972574325945e-10 | 1.26986287162973e-10 |
205 | 0.999999999759702 | 4.80596163126659e-10 | 2.40298081563329e-10 |
206 | 0.999999999649121 | 7.01757801239086e-10 | 3.50878900619543e-10 |
207 | 0.999999999334535 | 1.33093016998971e-09 | 6.65465084994854e-10 |
208 | 0.999999999991914 | 1.61720076149897e-11 | 8.08600380749485e-12 |
209 | 0.999999999996647 | 6.70575274670583e-12 | 3.35287637335291e-12 |
210 | 0.999999999997413 | 5.17326417244759e-12 | 2.5866320862238e-12 |
211 | 0.99999999999775 | 4.49899741855395e-12 | 2.24949870927698e-12 |
212 | 0.999999999998643 | 2.71349215840358e-12 | 1.35674607920179e-12 |
213 | 0.999999999997807 | 4.38629283441752e-12 | 2.19314641720876e-12 |
214 | 0.999999999995693 | 8.61422371940888e-12 | 4.30711185970444e-12 |
215 | 0.999999999994367 | 1.12661176152588e-11 | 5.63305880762938e-12 |
216 | 0.999999999990692 | 1.86164867870691e-11 | 9.30824339353454e-12 |
217 | 0.99999999998035 | 3.92993462759735e-11 | 1.96496731379867e-11 |
218 | 0.999999999964343 | 7.13149075951225e-11 | 3.56574537975613e-11 |
219 | 0.999999999925324 | 1.49351864049531e-10 | 7.46759320247656e-11 |
220 | 0.999999999891123 | 2.17753060253532e-10 | 1.08876530126766e-10 |
221 | 0.999999999781685 | 4.36629242561396e-10 | 2.18314621280698e-10 |
222 | 0.999999999554717 | 8.90565218646006e-10 | 4.45282609323003e-10 |
223 | 0.999999999112736 | 1.77452721251095e-09 | 8.87263606255475e-10 |
224 | 0.999999998445939 | 3.10812161362865e-09 | 1.55406080681432e-09 |
225 | 0.999999997862544 | 4.2749126103988e-09 | 2.1374563051994e-09 |
226 | 0.999999999635521 | 7.28958580127489e-10 | 3.64479290063744e-10 |
227 | 0.999999999317526 | 1.36494800996498e-09 | 6.82474004982489e-10 |
228 | 0.999999999560761 | 8.78476962674955e-10 | 4.39238481337477e-10 |
229 | 0.999999999069983 | 1.8600331710628e-09 | 9.30016585531401e-10 |
230 | 0.999999999425761 | 1.14847765071063e-09 | 5.74238825355314e-10 |
231 | 0.999999999212626 | 1.57474877214679e-09 | 7.87374386073394e-10 |
232 | 0.999999998368089 | 3.26382278229691e-09 | 1.63191139114845e-09 |
233 | 0.999999996638711 | 6.72257887533166e-09 | 3.36128943766583e-09 |
234 | 0.999999994590492 | 1.08190167004928e-08 | 5.40950835024638e-09 |
235 | 0.999999995211168 | 9.57766434224953e-09 | 4.78883217112476e-09 |
236 | 0.999999994000232 | 1.19995350678441e-08 | 5.99976753392205e-09 |
237 | 0.999999999907843 | 1.84313268778965e-10 | 9.21566343894824e-11 |
238 | 0.999999999889644 | 2.20712797071686e-10 | 1.10356398535843e-10 |
239 | 0.999999999732121 | 5.35757440394784e-10 | 2.67878720197392e-10 |
240 | 0.999999999840241 | 3.19517632400072e-10 | 1.59758816200036e-10 |
241 | 0.999999999651169 | 6.97661987707074e-10 | 3.48830993853537e-10 |
242 | 0.999999999545549 | 9.08902296695366e-10 | 4.54451148347683e-10 |
243 | 0.99999999936156 | 1.27687947596048e-09 | 6.38439737980241e-10 |
244 | 0.99999999913927 | 1.72145931265271e-09 | 8.60729656326357e-10 |
245 | 0.999999997971903 | 4.05619422729251e-09 | 2.02809711364625e-09 |
246 | 0.999999995253519 | 9.49296150630272e-09 | 4.74648075315136e-09 |
247 | 0.999999990616893 | 1.87662138018977e-08 | 9.38310690094884e-09 |
248 | 0.999999981297757 | 3.74044866251918e-08 | 1.87022433125959e-08 |
249 | 0.999999969590492 | 6.08190157586252e-08 | 3.04095078793126e-08 |
250 | 0.999999953115385 | 9.37692308710519e-08 | 4.68846154355259e-08 |
251 | 0.999999995593618 | 8.81276434836097e-09 | 4.40638217418048e-09 |
252 | 0.999999988612427 | 2.27751454403116e-08 | 1.13875727201558e-08 |
253 | 0.999999973788189 | 5.24236211976907e-08 | 2.62118105988454e-08 |
254 | 0.999999963258694 | 7.3482612828067e-08 | 3.67413064140335e-08 |
255 | 0.999999939621697 | 1.20756605931161e-07 | 6.03783029655804e-08 |
256 | 0.999999848757452 | 3.02485096069283e-07 | 1.51242548034641e-07 |
257 | 0.999999849427847 | 3.01144305538664e-07 | 1.50572152769332e-07 |
258 | 0.999999785193742 | 4.29612516419187e-07 | 2.14806258209593e-07 |
259 | 0.999999457672622 | 1.08465475698508e-06 | 5.4232737849254e-07 |
260 | 0.999998834498965 | 2.33100206991152e-06 | 1.16550103495576e-06 |
261 | 0.999998851246754 | 2.29750649257472e-06 | 1.14875324628736e-06 |
262 | 0.999997083411686 | 5.83317662717152e-06 | 2.91658831358576e-06 |
263 | 0.999992934105109 | 1.41317897822621e-05 | 7.06589489113106e-06 |
264 | 0.999987899746489 | 2.42005070225963e-05 | 1.21002535112982e-05 |
265 | 0.99998645174228 | 2.7096515440657e-05 | 1.35482577203285e-05 |
266 | 0.999970066529031 | 5.98669419377213e-05 | 2.99334709688607e-05 |
267 | 0.999955512592264 | 8.89748154720202e-05 | 4.44874077360101e-05 |
268 | 0.999915182145772 | 0.000169635708456181 | 8.48178542280906e-05 |
269 | 0.999982625529307 | 3.47489413856146e-05 | 1.73744706928073e-05 |
270 | 0.99996752967761 | 6.49406447805853e-05 | 3.24703223902927e-05 |
271 | 0.999949201001957 | 0.000101597996085396 | 5.07989980426978e-05 |
272 | 0.999855490283762 | 0.00028901943247642 | 0.00014450971623821 |
273 | 0.999664480021363 | 0.000671039957273846 | 0.000335519978636923 |
274 | 0.999710849064132 | 0.000578301871736135 | 0.000289150935868068 |
275 | 0.999172309787683 | 0.00165538042463369 | 0.000827690212316844 |
276 | 0.997705086547936 | 0.00458982690412886 | 0.00229491345206443 |
277 | 0.994622580571278 | 0.0107548388574433 | 0.00537741942872167 |
278 | 0.994036844783767 | 0.011926310432466 | 0.00596315521623298 |
279 | 0.989209923657423 | 0.0215801526851544 | 0.0107900763425772 |
280 | 0.980622538818102 | 0.0387549223637953 | 0.0193774611818977 |
281 | 0.955105273369534 | 0.0897894532609324 | 0.0448947266304662 |
282 | 0.881882632621563 | 0.236234734756875 | 0.118117367378437 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 229 | 0.829710144927536 | NOK |
5% type I error level | 252 | 0.91304347826087 | NOK |
10% type I error level | 263 | 0.952898550724638 | NOK |