Multiple Linear Regression - Estimated Regression Equation |
TimeRfc[t] = + 13281.2265081256 + 809.059591149098Logins[t] + 1115.8229488644Bloggedcomp[t] + 0.38221752912699Totsize[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) | 13281.2265081256 | 4534.900011 | 2.9287 | 0.003681 | 0.001841 |
Logins | 809.059591149098 | 81.279028 | 9.9541 | 0 | 0 |
Bloggedcomp | 1115.8229488644 | 96.860893 | 11.5198 | 0 | 0 |
Totsize | 0.38221752912699 | 0.086367 | 4.4255 | 1.4e-05 | 7e-06 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.890408055254427 |
R-squared | 0.792826504861971 |
Adjusted R-squared | 0.790630319401144 |
F-TEST (value) | 361.001618034283 |
F-TEST (DF numerator) | 3 |
F-TEST (DF denominator) | 283 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 37710.2040390633 |
Sum Squared Residuals | 402442835292.984 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 101645 | 93119.6481770434 | 8525.35182295659 |
2 | 101011 | 84801.6783511579 | 16209.3216488421 |
3 | 7176 | 27579.1351016079 | -20403.1351016079 |
4 | 96560 | 130423.793587566 | -33863.793587566 |
5 | 175824 | 178738.154271196 | -2914.15427119627 |
6 | 341570 | 298850.178762843 | 42719.8212371565 |
7 | 103597 | 87290.5813472775 | 16306.4186527225 |
8 | 112611 | 107988.026725866 | 4622.97327413375 |
9 | 85574 | 91349.5922769732 | -5775.59227697315 |
10 | 220801 | 147845.004445155 | 72955.9955548452 |
11 | 92661 | 120733.067508999 | -28072.0675089986 |
12 | 133328 | 135901.726056788 | -2573.72605678822 |
13 | 61361 | 110787.234478159 | -49426.2344781591 |
14 | 125930 | 127625.024068126 | -1695.02406812646 |
15 | 82316 | 77413.9778401888 | 4902.02215981116 |
16 | 102010 | 104348.894908489 | -2338.89490848863 |
17 | 101523 | 136431.956777765 | -34908.9567777646 |
18 | 41566 | 46757.102188971 | -5191.10218897104 |
19 | 99923 | 128133.990860792 | -28210.9908607916 |
20 | 22648 | 58990.3771502929 | -36342.3771502929 |
21 | 46698 | 69242.6833335951 | -22544.6833335951 |
22 | 131698 | 157901.355561052 | -26203.3555610521 |
23 | 91735 | 55739.7417753252 | 35995.2582246748 |
24 | 79863 | 86663.8096352128 | -6800.80963521285 |
25 | 108043 | 126861.716142192 | -18818.7161421924 |
26 | 98866 | 64728.4825028987 | 34137.5174971013 |
27 | 120445 | 168416.418366076 | -47971.4183660761 |
28 | 116048 | 133624.368738195 | -17576.3687381952 |
29 | 250047 | 156404.425558567 | 93642.5744414333 |
30 | 136084 | 78054.382037502 | 58029.617962498 |
31 | 92499 | 75245.7800522951 | 17253.2199477049 |
32 | 135781 | 98081.3853521502 | 37699.6146478498 |
33 | 74408 | 113220.111541278 | -38812.1115412778 |
34 | 81240 | 148806.516792306 | -67566.5167923063 |
35 | 133368 | 96212.3560640304 | 37155.6439359696 |
36 | 98146 | 72744.4004718047 | 25401.5995281953 |
37 | 79619 | 102870.188684518 | -23251.1886845178 |
38 | 59194 | 60557.9734020218 | -1363.97340202183 |
39 | 139942 | 132536.510249247 | 7405.48975075299 |
40 | 118612 | 122249.510215801 | -3637.51021580138 |
41 | 72880 | 64810.8634469331 | 8069.1365530669 |
42 | 65475 | 72073.5335806351 | -6598.53358063506 |
43 | 99643 | 115611.394474903 | -15968.3944749035 |
44 | 71965 | 94921.0524794677 | -22956.0524794677 |
45 | 77272 | 94961.6818857708 | -17689.6818857708 |
46 | 49289 | 49469.7284437677 | -180.728443767669 |
47 | 135131 | 122086.911879475 | 13044.0881205245 |
48 | 108446 | 104069.578450668 | 4376.42154933214 |
49 | 89746 | 83114.1203788805 | 6631.87962111948 |
50 | 44296 | 51843.6087549728 | -7547.60875497279 |
51 | 77648 | 94031.1277267519 | -16383.1277267519 |
52 | 181528 | 108218.507963199 | 73309.4920368007 |
53 | 134019 | 102947.058719493 | 31071.9412805074 |
54 | 124064 | 102348.87649264 | 21715.1235073596 |
55 | 92630 | 82846.8228901562 | 9783.17710984379 |
56 | 121848 | 97813.5627570342 | 24034.4372429658 |
57 | 52915 | 56100.0337657234 | -3185.03376572345 |
58 | 81872 | 96064.0803640174 | -14192.0803640174 |
59 | 58981 | 58744.8778544972 | 236.122145502786 |
60 | 53515 | 46457.6113263508 | 7057.38867364915 |
61 | 60812 | 86519.4236916729 | -25707.4236916729 |
62 | 56375 | 64529.316174163 | -8154.31617416301 |
63 | 65490 | 68337.2607035502 | -2847.26070355022 |
64 | 80949 | 46369.6141932024 | 34579.3858067976 |
65 | 76302 | 82560.5095330528 | -6258.5095330528 |
66 | 104011 | 109884.35382031 | -5873.35382031034 |
67 | 98104 | 128113.244402438 | -30009.2444024376 |
68 | 67989 | 68834.1007015863 | -845.100701586333 |
69 | 30989 | 31774.9071445285 | -785.907144528497 |
70 | 135458 | 134238.744354591 | 1219.2556454094 |
71 | 73504 | 80689.5418204563 | -7185.54182045633 |
72 | 63123 | 100940.86139933 | -37817.8613993304 |
73 | 61254 | 95754.9091727826 | -34500.9091727826 |
74 | 74914 | 101791.894882088 | -26877.8948820881 |
75 | 31774 | 33473.124327728 | -1699.124327728 |
76 | 81437 | 96234.3348446943 | -14797.3348446943 |
77 | 87186 | 108003.181786459 | -20817.181786459 |
78 | 50090 | 55400.250689032 | -5310.25068903202 |
79 | 65745 | 99729.1538887744 | -33984.1538887744 |
80 | 56653 | 102684.103421495 | -46031.1034214949 |
81 | 158399 | 83084.1371859151 | 75314.8628140849 |
82 | 46455 | 58345.6344214826 | -11890.6344214826 |
83 | 73624 | 73626.204762083 | -2.20476208304231 |
84 | 38395 | 62475.9641426781 | -24080.9641426781 |
85 | 91899 | 75777.0144469318 | 16121.9855530682 |
86 | 139526 | 185137.703077982 | -45611.7030779819 |
87 | 52164 | 97454.6877439505 | -45290.6877439505 |
88 | 51567 | 71766.5060128359 | -20199.5060128359 |
89 | 70551 | 75547.1846381036 | -4996.18463810364 |
90 | 84856 | 84914.7771309714 | -58.7771309714091 |
91 | 102538 | 132706.946659321 | -30168.9466593214 |
92 | 86678 | 70177.4198196888 | 16500.5801803112 |
93 | 85709 | 86050.5573117788 | -341.557311778787 |
94 | 34662 | 67458.6168880812 | -32796.6168880812 |
95 | 150580 | 123130.567363786 | 27449.4326362139 |
96 | 99611 | 104583.917012824 | -4972.91701282416 |
97 | 19349 | 38175.3176219525 | -18826.3176219525 |
98 | 99373 | 88494.5406589233 | 10878.4593410767 |
99 | 86230 | 79433.6074475323 | 6796.39255246767 |
100 | 30837 | 38468.5980860939 | -7631.59808609391 |
101 | 31706 | 62418.9643282616 | -30712.9643282616 |
102 | 89806 | 88081.484333054 | 1724.51566694602 |
103 | 62088 | 64066.8457813747 | -1978.84578137469 |
104 | 40151 | 59614.4913381298 | -19463.4913381298 |
105 | 27634 | 33925.8323814089 | -6291.83238140888 |
106 | 76990 | 91189.9930300134 | -14199.9930300134 |
107 | 37460 | 36470.2621993063 | 989.737800693742 |
108 | 54157 | 77057.6093279313 | -22900.6093279313 |
109 | 49862 | 76075.5887373409 | -26213.5887373409 |
110 | 84337 | 86100.7238398586 | -1763.72383985858 |
111 | 64175 | 96876.4628391058 | -32701.4628391058 |
112 | 59382 | 95322.1909589611 | -35940.1909589611 |
113 | 119308 | 82312.5530011611 | 36995.4469988389 |
114 | 76702 | 110823.420523233 | -34121.4205232333 |
115 | 103425 | 96264.5288256794 | 7160.47117432064 |
116 | 70344 | 69298.9694994748 | 1045.03050052519 |
117 | 43410 | 37527.0663305114 | 5882.93366948858 |
118 | 104838 | 115427.51380375 | -10589.5138037503 |
119 | 62215 | 69376.4100662129 | -7161.41006621293 |
120 | 69304 | 90907.3717767941 | -21603.3717767941 |
121 | 53117 | 46922.3151696312 | 6194.68483036885 |
122 | 19764 | 36346.6863180972 | -16582.6863180972 |
123 | 86680 | 88131.6054357621 | -1451.60543576211 |
124 | 84105 | 56096.7810084441 | 28008.2189915559 |
125 | 77945 | 70364.862295408 | 7580.13770459203 |
126 | 89113 | 97455.7607907773 | -8342.76079077732 |
127 | 91005 | 81361.6829802069 | 9643.31701979309 |
128 | 40248 | 37233.5557859937 | 3014.4442140063 |
129 | 64187 | 53987.2770398206 | 10199.7229601794 |
130 | 50857 | 61129.4665512901 | -10272.4665512901 |
131 | 56613 | 48455.7053389938 | 8157.29466100623 |
132 | 210907 | 189655.871830786 | 21251.1281692135 |
133 | 120982 | 155712.990071171 | -34730.9900711711 |
134 | 176508 | 155690.889035663 | 20817.1109643365 |
135 | 179321 | 244474.147022698 | -65153.1470226976 |
136 | 123185 | 114981.181283285 | 8203.81871671459 |
137 | 52746 | 59691.1459021684 | -6945.1459021684 |
138 | 385534 | 268282.735262847 | 117251.264737153 |
139 | 33170 | 37677.3572844731 | -4507.35728447305 |
140 | 149061 | 141263.974548654 | 7797.0254513461 |
141 | 165446 | 139001.083778923 | 26444.9162210767 |
142 | 237213 | 193578.458169221 | 43634.5418307788 |
143 | 173326 | 207844.623187519 | -34518.6231875186 |
144 | 133131 | 128965.211432196 | 4165.78856780443 |
145 | 258873 | 208617.49557206 | 50255.5044279397 |
146 | 180083 | 157560.330333557 | 22522.6696664429 |
147 | 324799 | 351506.851100436 | -26707.8511004361 |
148 | 230964 | 221125.204241087 | 9838.79575891348 |
149 | 236785 | 234265.501990763 | 2519.49800923715 |
150 | 135473 | 176036.217241978 | -40563.217241978 |
151 | 202925 | 234827.868638584 | -31902.8686385842 |
152 | 215147 | 210764.211325164 | 4382.78867483609 |
153 | 344297 | 189085.076469017 | 155211.923530983 |
154 | 153935 | 120826.846146127 | 33108.1538538728 |
155 | 132943 | 175523.123999716 | -42580.1239997159 |
156 | 174724 | 251376.749477188 | -76652.7494771879 |
157 | 174415 | 207271.908077982 | -32856.9080779821 |
158 | 225548 | 226889.505812543 | -1341.50581254285 |
159 | 223632 | 217273.618653964 | 6358.38134603632 |
160 | 124817 | 109831.686768201 | 14985.3132317988 |
161 | 221698 | 196614.743386303 | 25083.2566136973 |
162 | 210767 | 211614.310057105 | -847.310057105247 |
163 | 170266 | 140825.903587504 | 29440.0964124957 |
164 | 260561 | 235634.035444108 | 24926.9645558916 |
165 | 84853 | 104285.777068128 | -19432.7770681279 |
166 | 294424 | 233764.656456311 | 60659.3435436887 |
167 | 215641 | 151054.104023521 | 64586.8959764791 |
168 | 325107 | 217384.61530629 | 107722.38469371 |
169 | 167542 | 153710.879889877 | 13831.1201101226 |
170 | 106408 | 86254.8745779196 | 20153.1254220804 |
171 | 265769 | 270293.61536297 | -4524.6153629696 |
172 | 269651 | 212561.193791718 | 57089.8062082821 |
173 | 149112 | 144228.622228336 | 4883.37777166391 |
174 | 152871 | 156576.359614786 | -3705.35961478615 |
175 | 111665 | 103344.602738722 | 8320.39726127823 |
176 | 116408 | 127927.150389229 | -11519.1503892287 |
177 | 362301 | 232854.224891883 | 129446.775108117 |
178 | 78800 | 82203.5977357984 | -3403.5977357984 |
179 | 183167 | 199895.325597025 | -16728.3255970254 |
180 | 277965 | 266764.836538195 | 11200.1634618047 |
181 | 150629 | 171089.663170006 | -20460.6631700064 |
182 | 168809 | 179100.742292376 | -10291.7422923765 |
183 | 24188 | 43899.4345849247 | -19711.4345849247 |
184 | 329267 | 355223.939182828 | -25956.9391828279 |
185 | 65029 | 62909.0842744253 | 2119.91572557473 |
186 | 101097 | 110652.406698454 | -9555.40669845449 |
187 | 218946 | 162088.701933607 | 56857.298066393 |
188 | 244052 | 235865.780587981 | 8186.21941201928 |
189 | 233328 | 268879.07277942 | -35551.0727794199 |
190 | 256462 | 275686.079265615 | -19224.0792656153 |
191 | 206161 | 182353.955546428 | 23807.0444535719 |
192 | 311473 | 297199.942808211 | 14273.0571917894 |
193 | 235800 | 263518.417529945 | -27718.4175299454 |
194 | 177939 | 158890.182101148 | 19048.8178988518 |
195 | 207176 | 165658.612451837 | 41517.3875481628 |
196 | 196553 | 141556.405931702 | 54996.5940682985 |
197 | 174184 | 157592.547067079 | 16591.452932921 |
198 | 143246 | 212146.028019902 | -68900.0280199024 |
199 | 187559 | 222961.35098565 | -35402.3509856503 |
200 | 187681 | 226171.945574619 | -38490.9455746189 |
201 | 119016 | 217086.192925123 | -98070.192925123 |
202 | 182192 | 168046.559095899 | 14145.4409041006 |
203 | 73566 | 72364.2343737077 | 1201.76562629226 |
204 | 194979 | 165375.537332637 | 29603.4626673625 |
205 | 167488 | 158686.440817985 | 8801.55918201488 |
206 | 143756 | 194068.315289246 | -50312.3152892459 |
207 | 275541 | 229284.507958973 | 46256.4920410273 |
208 | 243199 | 208668.649207051 | 34530.3507929491 |
209 | 182999 | 252284.129976717 | -69285.1299767168 |
210 | 135649 | 184712.761375807 | -49063.7613758066 |
211 | 152299 | 148799.097431144 | 3499.90256885626 |
212 | 120221 | 119109.935277266 | 1111.06472273403 |
213 | 346485 | 258323.475215912 | 88161.524784088 |
214 | 145790 | 112515.429853432 | 33274.5701465678 |
215 | 193339 | 220325.265562324 | -26986.2655623237 |
216 | 80953 | 109824.961715437 | -28871.9617154369 |
217 | 122774 | 82578.7883032046 | 40195.2116967954 |
218 | 130585 | 161707.897722565 | -31122.8977225649 |
219 | 286468 | 227669.188123795 | 58798.8118762048 |
220 | 241066 | 189021.460678967 | 52044.5393210334 |
221 | 148446 | 286024.512099029 | -137578.512099029 |
222 | 204713 | 162324.847150775 | 42388.1528492251 |
223 | 182079 | 241928.921455706 | -59849.9214557061 |
224 | 140344 | 112749.921670355 | 27594.0783296448 |
225 | 220516 | 194121.690490896 | 26394.3095091043 |
226 | 243060 | 171706.60036893 | 71353.3996310701 |
227 | 162765 | 161025.187178949 | 1739.8128210513 |
228 | 182613 | 188191.176740428 | -5578.17674042821 |
229 | 232138 | 271400.044391396 | -39262.0443913961 |
230 | 265318 | 274991.818981816 | -9673.81898181647 |
231 | 310839 | 295035.30995853 | 15803.6900414701 |
232 | 225060 | 234272.342865752 | -9212.34286575223 |
233 | 232317 | 238263.911942966 | -5946.91194296578 |
234 | 144966 | 187639.882156861 | -42673.8821568606 |
235 | 43287 | 55835.776018756 | -12548.776018756 |
236 | 155754 | 160742.666778256 | -4988.66677825631 |
237 | 164709 | 225397.995550398 | -60688.9955503984 |
238 | 201940 | 198471.976059203 | 3468.02394079659 |
239 | 235454 | 274954.311853346 | -39500.3118533456 |
240 | 99466 | 158578.967130122 | -59112.9671301224 |
241 | 100750 | 217988.658502137 | -117238.658502137 |
242 | 224549 | 160107.776803779 | 64441.2231962212 |
243 | 243511 | 257862.069645347 | -14351.0696453472 |
244 | 22938 | 35208.1278800097 | -12270.1278800097 |
245 | 152474 | 209208.189244712 | -56734.1892447123 |
246 | 61857 | 68789.0015786275 | -6932.00157862751 |
247 | 132487 | 141245.730163599 | -8758.7301635987 |
248 | 317394 | 247235.464405304 | 70158.5355946965 |
249 | 21054 | 31016.2677493724 | -9962.26774937236 |
250 | 209641 | 153543.843283279 | 56097.1567167211 |
251 | 31414 | 54133.5544606742 | -22719.5544606742 |
252 | 244749 | 228786.834740881 | 15962.1652591194 |
253 | 184510 | 166642.033543057 | 17867.9664569428 |
254 | 128423 | 136197.410785284 | -7774.41078528403 |
255 | 97839 | 108149.553191703 | -10310.553191703 |
256 | 38214 | 61995.6141720564 | -23781.6141720564 |
257 | 151101 | 124534.573351515 | 26566.4266484845 |
258 | 272458 | 213310.132314305 | 59147.8676856949 |
259 | 172494 | 139813.471843072 | 32680.5281569277 |
260 | 328107 | 250153.17388309 | 77953.8261169095 |
261 | 250579 | 265044.701362637 | -14465.7013626371 |
262 | 351067 | 323569.108076936 | 27497.891923064 |
263 | 158015 | 129799.041058873 | 28215.9589411269 |
264 | 85439 | 97444.6424427896 | -12005.6424427896 |
265 | 229242 | 318473.165289466 | -89231.1652894664 |
266 | 351619 | 275762.918214465 | 75856.081785535 |
267 | 84207 | 94865.7718692975 | -10658.7718692975 |
268 | 324598 | 280262.124208478 | 44335.8757915215 |
269 | 131069 | 139621.06928966 | -8552.06928966044 |
270 | 204271 | 178263.839244557 | 26007.1607554429 |
271 | 165543 | 163712.744034739 | 1830.25596526141 |
272 | 141722 | 139331.643836637 | 2390.35616336257 |
273 | 299775 | 229502.964956124 | 70272.0350438761 |
274 | 195838 | 230472.939330851 | -34634.9393308514 |
275 | 173260 | 124233.73800359 | 49026.2619964101 |
276 | 254488 | 253995.403869794 | 492.596130205702 |
277 | 104389 | 247708.131074872 | -143319.131074872 |
278 | 199476 | 218744.247883559 | -19268.2478835594 |
279 | 224330 | 276338.212677095 | -52008.2126770949 |
280 | 14688 | 28137.2103930061 | -13449.2103930061 |
281 | 181633 | 146999.11171789 | 34633.8882821104 |
282 | 271856 | 239257.207749395 | 32598.7922506049 |
283 | 7199 | 25765.6507238067 | -18566.6507238067 |
284 | 46660 | 45214.015829956 | 1445.98417004399 |
285 | 17547 | 18827.1104832237 | -1280.11048322368 |
286 | 95227 | 95367.0807256269 | -140.080725626946 |
287 | 152601 | 131431.438883839 | 21169.5611161607 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
7 | 0.159856220017978 | 0.319712440035957 | 0.840143779982022 |
8 | 0.0672154304288402 | 0.13443086085768 | 0.93278456957116 |
9 | 0.0301072434261372 | 0.0602144868522745 | 0.969892756573863 |
10 | 0.252894511168619 | 0.505789022337239 | 0.747105488831381 |
11 | 0.280989616938523 | 0.561979233877046 | 0.719010383061477 |
12 | 0.206797036279771 | 0.413594072559542 | 0.793202963720229 |
13 | 0.17699418546271 | 0.353988370925419 | 0.82300581453729 |
14 | 0.117069854454265 | 0.23413970890853 | 0.882930145545735 |
15 | 0.0743947529665748 | 0.14878950593315 | 0.925605247033425 |
16 | 0.0600776901151411 | 0.120155380230282 | 0.939922309884859 |
17 | 0.148353922602909 | 0.296707845205818 | 0.851646077397091 |
18 | 0.103559817941995 | 0.20711963588399 | 0.896440182058005 |
19 | 0.0862152680796471 | 0.172430536159294 | 0.913784731920353 |
20 | 0.0947757871951882 | 0.189551574390376 | 0.905224212804812 |
21 | 0.0673792256435736 | 0.134758451287147 | 0.932620774356426 |
22 | 0.0630693666548491 | 0.126138733309698 | 0.936930633345151 |
23 | 0.0876354526088689 | 0.175270905217738 | 0.912364547391131 |
24 | 0.0621761418168871 | 0.124352283633774 | 0.937823858183113 |
25 | 0.0459477258765899 | 0.0918954517531799 | 0.95405227412341 |
26 | 0.0607994902583783 | 0.121598980516757 | 0.939200509741622 |
27 | 0.0823361641326175 | 0.164672328265235 | 0.917663835867382 |
28 | 0.0631828630363104 | 0.126365726072621 | 0.93681713696369 |
29 | 0.171473486168971 | 0.342946972337942 | 0.828526513831029 |
30 | 0.242963095436331 | 0.485926190872661 | 0.757036904563669 |
31 | 0.210866139094613 | 0.421732278189226 | 0.789133860905387 |
32 | 0.222755363536949 | 0.445510727073898 | 0.777244636463051 |
33 | 0.226821745298271 | 0.453643490596543 | 0.773178254701729 |
34 | 0.343336778480787 | 0.686673556961575 | 0.656663221519213 |
35 | 0.335915544668069 | 0.671831089336137 | 0.664084455331931 |
36 | 0.302051013382433 | 0.604102026764865 | 0.697948986617567 |
37 | 0.262820836084778 | 0.525641672169556 | 0.737179163915222 |
38 | 0.233574631205556 | 0.467149262411111 | 0.766425368794444 |
39 | 0.200734368659431 | 0.401468737318862 | 0.799265631340569 |
40 | 0.16615273999757 | 0.332305479995139 | 0.83384726000243 |
41 | 0.136025824300109 | 0.272051648600218 | 0.863974175699891 |
42 | 0.141878718144339 | 0.283757436288678 | 0.858121281855661 |
43 | 0.127093228856041 | 0.254186457712082 | 0.872906771143959 |
44 | 0.118939669025841 | 0.237879338051682 | 0.881060330974159 |
45 | 0.0989000679107249 | 0.19780013582145 | 0.901099932089275 |
46 | 0.0791765329453125 | 0.158353065890625 | 0.920823467054688 |
47 | 0.0661950406848791 | 0.132390081369758 | 0.933804959315121 |
48 | 0.0518137539603241 | 0.103627507920648 | 0.948186246039676 |
49 | 0.0407488842749393 | 0.0814977685498786 | 0.959251115725061 |
50 | 0.0314931953474663 | 0.0629863906949327 | 0.968506804652534 |
51 | 0.0245624752231332 | 0.0491249504462665 | 0.975437524776867 |
52 | 0.0561071026931729 | 0.112214205386346 | 0.943892897306827 |
53 | 0.0545755270650939 | 0.109151054130188 | 0.945424472934906 |
54 | 0.0483850754699466 | 0.0967701509398932 | 0.951614924530053 |
55 | 0.0390956939364978 | 0.0781913878729957 | 0.960904306063502 |
56 | 0.0336754150829312 | 0.0673508301658623 | 0.966324584917069 |
57 | 0.0263023742374634 | 0.0526047484749269 | 0.973697625762537 |
58 | 0.0210045879370646 | 0.0420091758741293 | 0.978995412062935 |
59 | 0.0161628255977228 | 0.0323256511954456 | 0.983837174402277 |
60 | 0.0123885242092963 | 0.0247770484185925 | 0.987611475790704 |
61 | 0.0106165438497301 | 0.0212330876994602 | 0.98938345615027 |
62 | 0.00835138354161429 | 0.0167027670832286 | 0.991648616458386 |
63 | 0.00615739134438696 | 0.0123147826887739 | 0.993842608655613 |
64 | 0.00604652789482123 | 0.0120930557896425 | 0.993953472105179 |
65 | 0.00452226622315306 | 0.00904453244630612 | 0.995477733776847 |
66 | 0.00350846853056101 | 0.00701693706112201 | 0.996491531469439 |
67 | 0.00307972897082226 | 0.00615945794164452 | 0.996920271029178 |
68 | 0.002233960565184 | 0.00446792113036799 | 0.997766039434816 |
69 | 0.00159026067100733 | 0.00318052134201465 | 0.998409739328993 |
70 | 0.001164093598029 | 0.00232818719605801 | 0.998835906401971 |
71 | 0.000841947746305028 | 0.00168389549261006 | 0.999158052253695 |
72 | 0.000971477597037351 | 0.0019429551940747 | 0.999028522402963 |
73 | 0.000872557975385795 | 0.00174511595077159 | 0.999127442024614 |
74 | 0.000930873714261171 | 0.00186174742852234 | 0.999069126285739 |
75 | 0.000652792682991971 | 0.00130558536598394 | 0.999347207317008 |
76 | 0.000478772702453147 | 0.000957545404906294 | 0.999521227297547 |
77 | 0.000398321268857111 | 0.000796642537714223 | 0.999601678731143 |
78 | 0.000275700326948516 | 0.000551400653897033 | 0.999724299673051 |
79 | 0.000274944307270351 | 0.000549888614540701 | 0.99972505569273 |
80 | 0.000344321593534644 | 0.000688643187069288 | 0.999655678406465 |
81 | 0.00130339917406763 | 0.00260679834813527 | 0.998696600825932 |
82 | 0.000955215905313469 | 0.00191043181062694 | 0.999044784094687 |
83 | 0.000681437750786118 | 0.00136287550157224 | 0.999318562249214 |
84 | 0.000553402374378831 | 0.00110680474875766 | 0.999446597625621 |
85 | 0.000412524653521533 | 0.000825049307043065 | 0.999587475346479 |
86 | 0.000431691710125962 | 0.000863383420251925 | 0.999568308289874 |
87 | 0.000475479241424982 | 0.000950958482849965 | 0.999524520758575 |
88 | 0.00037904311477223 | 0.00075808622954446 | 0.999620956885228 |
89 | 0.000267715054890823 | 0.000535430109781646 | 0.999732284945109 |
90 | 0.000186756018092226 | 0.000373512036184451 | 0.999813243981908 |
91 | 0.000169492732009319 | 0.000338985464018638 | 0.999830507267991 |
92 | 0.000128243463630733 | 0.000256486927261466 | 0.999871756536369 |
93 | 8.78622099444443e-05 | 0.000175724419888889 | 0.999912137790056 |
94 | 9.11796804277685e-05 | 0.000182359360855537 | 0.999908820319572 |
95 | 8.30425581221599e-05 | 0.00016608511624432 | 0.999916957441878 |
96 | 5.73985971296744e-05 | 0.000114797194259349 | 0.99994260140287 |
97 | 4.20302560637414e-05 | 8.40605121274829e-05 | 0.999957969743936 |
98 | 3.02648434672586e-05 | 6.05296869345171e-05 | 0.999969735156533 |
99 | 2.12015863010879e-05 | 4.24031726021757e-05 | 0.999978798413699 |
100 | 1.421109571108e-05 | 2.84221914221601e-05 | 0.999985788904289 |
101 | 1.3137895673883e-05 | 2.62757913477661e-05 | 0.999986862104326 |
102 | 8.72904469384862e-06 | 1.74580893876972e-05 | 0.999991270955306 |
103 | 5.74823153808395e-06 | 1.14964630761679e-05 | 0.999994251768462 |
104 | 4.1323226008892e-06 | 8.26464520177839e-06 | 0.999995867677399 |
105 | 2.69675552157222e-06 | 5.39351104314444e-06 | 0.999997303244478 |
106 | 1.81369038746087e-06 | 3.62738077492174e-06 | 0.999998186309613 |
107 | 1.17706303582406e-06 | 2.35412607164812e-06 | 0.999998822936964 |
108 | 8.64111431382911e-07 | 1.72822286276582e-06 | 0.999999135888569 |
109 | 7.49970702800346e-07 | 1.49994140560069e-06 | 0.999999250029297 |
110 | 4.75890605743532e-07 | 9.51781211487063e-07 | 0.999999524109394 |
111 | 4.13202133261604e-07 | 8.26404266523208e-07 | 0.999999586797867 |
112 | 4.04186857078441e-07 | 8.08373714156882e-07 | 0.999999595813143 |
113 | 4.94128276959688e-07 | 9.88256553919376e-07 | 0.999999505871723 |
114 | 5.21335424366714e-07 | 1.04267084873343e-06 | 0.999999478664576 |
115 | 3.46869046283758e-07 | 6.93738092567515e-07 | 0.999999653130954 |
116 | 2.17727411220472e-07 | 4.35454822440944e-07 | 0.999999782272589 |
117 | 1.42380760675688e-07 | 2.84761521351376e-07 | 0.999999857619239 |
118 | 9.05195838536878e-08 | 1.81039167707376e-07 | 0.999999909480416 |
119 | 5.67030449717583e-08 | 1.13406089943517e-07 | 0.999999943296955 |
120 | 4.01686147526212e-08 | 8.03372295052424e-08 | 0.999999959831385 |
121 | 2.43697414331552e-08 | 4.87394828663104e-08 | 0.999999975630259 |
122 | 1.63964316711691e-08 | 3.27928633423383e-08 | 0.999999983603568 |
123 | 1.00352689308994e-08 | 2.00705378617988e-08 | 0.999999989964731 |
124 | 8.7435246902801e-09 | 1.74870493805602e-08 | 0.999999991256475 |
125 | 5.40432524997644e-09 | 1.08086504999529e-08 | 0.999999994595675 |
126 | 3.85829674653327e-09 | 7.71659349306655e-09 | 0.999999996141703 |
127 | 2.38589425662927e-09 | 4.77178851325854e-09 | 0.999999997614106 |
128 | 1.43261622897306e-09 | 2.86523245794612e-09 | 0.999999998567384 |
129 | 8.7753627342605e-10 | 1.7550725468521e-09 | 0.999999999122464 |
130 | 5.56707592584536e-10 | 1.11341518516907e-09 | 0.999999999443292 |
131 | 3.41755294700159e-10 | 6.83510589400318e-10 | 0.999999999658245 |
132 | 2.17423143191464e-10 | 4.34846286382927e-10 | 0.999999999782577 |
133 | 2.62620704514628e-10 | 5.25241409029256e-10 | 0.999999999737379 |
134 | 1.75314827694125e-10 | 3.5062965538825e-10 | 0.999999999824685 |
135 | 5.59958617090791e-10 | 1.11991723418158e-09 | 0.999999999440041 |
136 | 3.53318660757718e-10 | 7.06637321515436e-10 | 0.999999999646681 |
137 | 2.35952581119326e-10 | 4.71905162238653e-10 | 0.999999999764047 |
138 | 5.7527413777774e-08 | 1.15054827555548e-07 | 0.999999942472586 |
139 | 3.66993750048899e-08 | 7.33987500097798e-08 | 0.999999963300625 |
140 | 2.35113537813113e-08 | 4.70227075626226e-08 | 0.999999976488646 |
141 | 1.73760072017611e-08 | 3.47520144035222e-08 | 0.999999982623993 |
142 | 2.10834407638435e-08 | 4.2166881527687e-08 | 0.999999978916559 |
143 | 2.28426792629048e-08 | 4.56853585258097e-08 | 0.999999977157321 |
144 | 1.40024718313226e-08 | 2.80049436626453e-08 | 0.999999985997528 |
145 | 1.78088863845227e-08 | 3.56177727690455e-08 | 0.999999982191114 |
146 | 1.26822033433555e-08 | 2.5364406686711e-08 | 0.999999987317797 |
147 | 1.09230318387697e-08 | 2.18460636775394e-08 | 0.999999989076968 |
148 | 7.26665386309435e-09 | 1.45333077261887e-08 | 0.999999992733346 |
149 | 4.38168320623901e-09 | 8.76336641247802e-09 | 0.999999995618317 |
150 | 7.50979726690748e-09 | 1.5019594533815e-08 | 0.999999992490203 |
151 | 8.28816183565922e-09 | 1.65763236713184e-08 | 0.999999991711838 |
152 | 5.03157780557831e-09 | 1.00631556111566e-08 | 0.999999994968422 |
153 | 1.03430477850154e-05 | 2.06860955700307e-05 | 0.999989656952215 |
154 | 8.88005476601428e-06 | 1.77601095320286e-05 | 0.999991119945234 |
155 | 1.21308302928132e-05 | 2.42616605856265e-05 | 0.999987869169707 |
156 | 4.04510439954958e-05 | 8.09020879909916e-05 | 0.999959548956004 |
157 | 3.84504500253579e-05 | 7.69009000507157e-05 | 0.999961549549975 |
158 | 2.69024653767014e-05 | 5.38049307534029e-05 | 0.999973097534623 |
159 | 1.89155451094955e-05 | 3.7831090218991e-05 | 0.999981084454891 |
160 | 1.3902880725147e-05 | 2.78057614502941e-05 | 0.999986097119275 |
161 | 1.10563269983119e-05 | 2.21126539966237e-05 | 0.999988943673002 |
162 | 7.67779739900097e-06 | 1.53555947980019e-05 | 0.999992322202601 |
163 | 6.3269140993091e-06 | 1.26538281986182e-05 | 0.999993673085901 |
164 | 4.99754312195021e-06 | 9.99508624390043e-06 | 0.999995002456878 |
165 | 3.93832857416485e-06 | 7.87665714832971e-06 | 0.999996061671426 |
166 | 6.87109082621708e-06 | 1.37421816524342e-05 | 0.999993128909174 |
167 | 1.35469971826724e-05 | 2.70939943653449e-05 | 0.999986453002817 |
168 | 0.000157301454243088 | 0.000314602908486175 | 0.999842698545757 |
169 | 0.000116399771632568 | 0.000232799543265135 | 0.999883600228367 |
170 | 8.9958864601189e-05 | 0.000179917729202378 | 0.999910041135399 |
171 | 6.4287716443892e-05 | 0.000128575432887784 | 0.999935712283556 |
172 | 9.239969596873e-05 | 0.00018479939193746 | 0.999907600304031 |
173 | 6.55669242321806e-05 | 0.000131133848464361 | 0.999934433075768 |
174 | 4.70234572310444e-05 | 9.40469144620889e-05 | 0.999952976542769 |
175 | 3.30880561536808e-05 | 6.61761123073615e-05 | 0.999966911943846 |
176 | 2.43167205208071e-05 | 4.86334410416142e-05 | 0.999975683279479 |
177 | 0.000698572608036745 | 0.00139714521607349 | 0.999301427391963 |
178 | 0.000521583399208116 | 0.00104316679841623 | 0.999478416600792 |
179 | 0.000424689474467621 | 0.000849378948935241 | 0.999575310525532 |
180 | 0.000328866488159204 | 0.000657732976318408 | 0.999671133511841 |
181 | 0.000272214732439804 | 0.000544429464879608 | 0.99972778526756 |
182 | 0.000205562732937168 | 0.000411125465874336 | 0.999794437267063 |
183 | 0.000167185370735368 | 0.000334370741470736 | 0.999832814629265 |
184 | 0.00014165013739631 | 0.000283300274792619 | 0.999858349862604 |
185 | 0.00010123274710395 | 0.000202465494207901 | 0.999898767252896 |
186 | 7.44824594811577e-05 | 0.000148964918962315 | 0.999925517540519 |
187 | 0.000102252884995647 | 0.000204505769991295 | 0.999897747115004 |
188 | 7.71297832275339e-05 | 0.000154259566455068 | 0.999922870216773 |
189 | 7.86378154159409e-05 | 0.000157275630831882 | 0.999921362184584 |
190 | 6.27710445613849e-05 | 0.00012554208912277 | 0.999937228955439 |
191 | 4.90203828860326e-05 | 9.80407657720652e-05 | 0.999950979617114 |
192 | 3.66066334830302e-05 | 7.32132669660604e-05 | 0.999963393366517 |
193 | 3.36251250828305e-05 | 6.7250250165661e-05 | 0.999966374874917 |
194 | 2.50250285890656e-05 | 5.00500571781313e-05 | 0.999974974971411 |
195 | 2.51974720031571e-05 | 5.03949440063142e-05 | 0.999974802527997 |
196 | 3.3933994572436e-05 | 6.7867989144872e-05 | 0.999966066005428 |
197 | 2.46526369331169e-05 | 4.93052738662339e-05 | 0.999975347363067 |
198 | 5.95399145296033e-05 | 0.000119079829059207 | 0.99994046008547 |
199 | 5.73595098208283e-05 | 0.000114719019641657 | 0.999942640490179 |
200 | 5.94288579289341e-05 | 0.000118857715857868 | 0.999940571142071 |
201 | 0.000383398472426113 | 0.000766796944852226 | 0.999616601527574 |
202 | 0.0002852722880195 | 0.000570544576039 | 0.99971472771198 |
203 | 0.000204560745753947 | 0.000409121491507895 | 0.999795439254246 |
204 | 0.00017207074811803 | 0.00034414149623606 | 0.999827929251882 |
205 | 0.000123027224406113 | 0.000246054448812227 | 0.999876972775594 |
206 | 0.000155953856453763 | 0.000311907712907526 | 0.999844046143546 |
207 | 0.000178180366193468 | 0.000356360732386937 | 0.999821819633807 |
208 | 0.000162422667554139 | 0.000324845335108278 | 0.999837577332446 |
209 | 0.000350848229146637 | 0.000701696458293274 | 0.999649151770853 |
210 | 0.000422776368551432 | 0.000845552737102864 | 0.999577223631449 |
211 | 0.000301829175445485 | 0.00060365835089097 | 0.999698170824554 |
212 | 0.00021347320679336 | 0.00042694641358672 | 0.999786526793207 |
213 | 0.00082838547143695 | 0.0016567709428739 | 0.999171614528563 |
214 | 0.000727034475170237 | 0.00145406895034047 | 0.99927296552483 |
215 | 0.000605889886292333 | 0.00121177977258467 | 0.999394110113708 |
216 | 0.000527853667474271 | 0.00105570733494854 | 0.999472146332526 |
217 | 0.000503374380521492 | 0.00100674876104298 | 0.999496625619478 |
218 | 0.000441443601318441 | 0.000882887202636882 | 0.999558556398682 |
219 | 0.000663564815360015 | 0.00132712963072003 | 0.99933643518464 |
220 | 0.000847845734397347 | 0.00169569146879469 | 0.999152154265603 |
221 | 0.0167847663473468 | 0.0335695326946937 | 0.983215233652653 |
222 | 0.0173471009946936 | 0.0346942019893872 | 0.982652899005306 |
223 | 0.0235440353363762 | 0.0470880706727524 | 0.976455964663624 |
224 | 0.0208596297150893 | 0.0417192594301786 | 0.979140370284911 |
225 | 0.0181042545492017 | 0.0362085090984034 | 0.981895745450798 |
226 | 0.0317628488151442 | 0.0635256976302883 | 0.968237151184856 |
227 | 0.0251726268414348 | 0.0503452536828696 | 0.974827373158565 |
228 | 0.0198021353494735 | 0.039604270698947 | 0.980197864650526 |
229 | 0.0196997545154836 | 0.0393995090309673 | 0.980300245484516 |
230 | 0.0153868410539461 | 0.0307736821078921 | 0.984613158946054 |
231 | 0.0123470182853132 | 0.0246940365706264 | 0.987652981714687 |
232 | 0.00945312596002949 | 0.018906251920059 | 0.990546874039971 |
233 | 0.00715912450507108 | 0.0143182490101422 | 0.992840875494929 |
234 | 0.00687670099670987 | 0.0137534019934197 | 0.99312329900329 |
235 | 0.00523216462259384 | 0.0104643292451877 | 0.994767835377406 |
236 | 0.00385362443538938 | 0.00770724887077875 | 0.996146375564611 |
237 | 0.00552804384557645 | 0.0110560876911529 | 0.994471956154424 |
238 | 0.00403503250613699 | 0.00807006501227399 | 0.995964967493863 |
239 | 0.0042977405084772 | 0.00859548101695439 | 0.995702259491523 |
240 | 0.00571941159061268 | 0.0114388231812254 | 0.994280588409387 |
241 | 0.0578368209222687 | 0.115673641844537 | 0.942163179077731 |
242 | 0.0706482461031287 | 0.141296492206257 | 0.929351753896871 |
243 | 0.0596709811515866 | 0.119341962303173 | 0.940329018848413 |
244 | 0.047835983962754 | 0.095671967925508 | 0.952164016037246 |
245 | 0.0666219782207638 | 0.133243956441528 | 0.933378021779236 |
246 | 0.0530820707709895 | 0.106164141541979 | 0.946917929229011 |
247 | 0.0427749610488903 | 0.0855499220977806 | 0.95722503895111 |
248 | 0.0608945960751956 | 0.121789192150391 | 0.939105403924804 |
249 | 0.0482688363052609 | 0.0965376726105218 | 0.951731163694739 |
250 | 0.0554888591189584 | 0.110977718237917 | 0.944511140881042 |
251 | 0.0473497964850412 | 0.0946995929700824 | 0.952650203514959 |
252 | 0.0369235136246402 | 0.0738470272492804 | 0.96307648637536 |
253 | 0.0285324996163045 | 0.0570649992326091 | 0.971467500383695 |
254 | 0.0214212553295881 | 0.0428425106591762 | 0.978578744670412 |
255 | 0.0162214140841252 | 0.0324428281682503 | 0.983778585915875 |
256 | 0.0134516244719472 | 0.0269032489438945 | 0.986548375528053 |
257 | 0.0102823045209646 | 0.0205646090419291 | 0.989717695479035 |
258 | 0.013132987681192 | 0.026265975362384 | 0.986867012318808 |
259 | 0.0108698823682311 | 0.0217397647364621 | 0.989130117631769 |
260 | 0.0262759188172918 | 0.0525518376345835 | 0.973724081182708 |
261 | 0.0188731030360618 | 0.0377462060721236 | 0.981126896963938 |
262 | 0.0174498891167429 | 0.0348997782334858 | 0.982550110883257 |
263 | 0.0144538689020283 | 0.0289077378040565 | 0.985546131097972 |
264 | 0.0100548358678922 | 0.0201096717357844 | 0.989945164132108 |
265 | 0.687568335549526 | 0.624863328900949 | 0.312431664450474 |
266 | 0.641019944433887 | 0.717960111132227 | 0.358980055566113 |
267 | 0.59679381378445 | 0.8064123724311 | 0.40320618621555 |
268 | 0.600279087615444 | 0.799441824769111 | 0.399720912384556 |
269 | 0.589524139600887 | 0.820951720798226 | 0.410475860399113 |
270 | 0.769744654297482 | 0.460510691405036 | 0.230255345702518 |
271 | 0.706196654735943 | 0.587606690528114 | 0.293803345264057 |
272 | 0.998678192352265 | 0.00264361529547038 | 0.00132180764773519 |
273 | 0.999268301252933 | 0.00146339749413311 | 0.000731698747066556 |
274 | 0.998571252507088 | 0.00285749498582304 | 0.00142874749291152 |
275 | 0.9961027725482 | 0.007794454903599 | 0.0038972274517995 |
276 | 0.999272983252373 | 0.00145403349525396 | 0.000727016747626982 |
277 | 0.998558127390321 | 0.00288374521935761 | 0.0014418726096788 |
278 | 0.994679569212863 | 0.0106408615742746 | 0.0053204307871373 |
279 | 0.99836827298318 | 0.00326345403364026 | 0.00163172701682013 |
280 | 0.994099422696978 | 0.0118011546060433 | 0.00590057730302163 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 166 | 0.605839416058394 | NOK |
5% type I error level | 201 | 0.733576642335766 | NOK |
10% type I error level | 218 | 0.795620437956204 | NOK |