Multiple Linear Regression - Estimated Regression Equation |
Time_in_RFC[t] = + 1965.68751990722 + 747.274366223763Logins[t] + 773.810498576004blogged_computations[t] + 1248.18452099177compendiums_reviewed[t] + 0.12740420252553totsize[t] + 1.41214137463165totrevisions[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) | 1965.68751990722 | 5417.545177 | 0.3628 | 0.716997 | 0.358499 |
Logins | 747.274366223763 | 79.215637 | 9.4334 | 0 | 0 |
blogged_computations | 773.810498576004 | 117.597084 | 6.5802 | 0 | 0 |
compendiums_reviewed | 1248.18452099177 | 339.564967 | 3.6758 | 0.000284 | 0.000142 |
totsize | 0.12740420252553 | 0.099139 | 1.2851 | 0.199808 | 0.099904 |
totrevisions | 1.41214137463165 | 0.440095 | 3.2087 | 0.001487 | 0.000743 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.899684593313351 |
R-squared | 0.80943236744541 |
Adjusted R-squared | 0.806065448142325 |
F-TEST (value) | 240.407415379348 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 283 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 36260.6281741769 |
Sum Squared Residuals | 372097783030.814 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 190852.073495865 | 20054.9265041352 |
2 | 120982 | 160249.37958759 | -39267.3795875895 |
3 | 176508 | 166721.922158313 | 9786.07784168706 |
4 | 179321 | 247976.397618682 | -68655.3976186818 |
5 | 123185 | 114341.460130045 | 8843.53986995493 |
6 | 52746 | 74883.2887195658 | -22137.2887195658 |
7 | 385534 | 257690.013078259 | 127843.986921741 |
8 | 33170 | 43358.2973225194 | -10188.2973225194 |
9 | 101645 | 87888.6146424019 | 13756.3853575981 |
10 | 149061 | 153643.9078364 | -4582.90783640037 |
11 | 165446 | 141687.210971233 | 23758.7890287671 |
12 | 237213 | 208800.647710342 | 28412.3522896584 |
13 | 173326 | 223398.408097891 | -50072.4080978914 |
14 | 133131 | 134670.858636044 | -1539.858636044 |
15 | 258873 | 213795.398913876 | 45077.6010861238 |
16 | 180083 | 161801.868196945 | 18281.1318030553 |
17 | 324799 | 352071.331101137 | -27272.3311011366 |
18 | 230964 | 213918.028122021 | 17045.971877979 |
19 | 236785 | 227929.873684262 | 8855.12631573765 |
20 | 135473 | 169275.378332232 | -33802.3783322321 |
21 | 202925 | 218658.657697694 | -15733.6576976939 |
22 | 215147 | 230557.488646152 | -15410.4886461521 |
23 | 344297 | 188739.114813749 | 155557.885186251 |
24 | 153935 | 127253.635893579 | 26681.364106421 |
25 | 132943 | 179815.017285431 | -46872.0172854312 |
26 | 174724 | 254656.237678595 | -79932.2376785949 |
27 | 174415 | 217418.014630917 | -43003.0146309174 |
28 | 225548 | 222713.207655359 | 2834.7923446408 |
29 | 223632 | 221857.60097834 | 1774.39902166024 |
30 | 124817 | 114457.258034703 | 10359.7419652974 |
31 | 221698 | 189101.390091565 | 32596.609908435 |
32 | 210767 | 231560.220187188 | -20793.2201871884 |
33 | 170266 | 157760.530764423 | 12505.469235577 |
34 | 260561 | 249931.688243931 | 10629.3117560691 |
35 | 84853 | 103699.97709505 | -18846.9770950498 |
36 | 294424 | 245088.192301805 | 49335.8076981946 |
37 | 101011 | 81761.7844170843 | 19249.2155829157 |
38 | 215641 | 145093.489952752 | 70547.5100472476 |
39 | 325107 | 231162.049229654 | 93944.9507703461 |
40 | 7176 | 15702.1691748079 | -8526.16917480791 |
41 | 167542 | 162014.602677058 | 5527.39732294191 |
42 | 106408 | 89087.7696548333 | 17320.2303451667 |
43 | 96560 | 126399.612651375 | -29839.6126513754 |
44 | 265769 | 276162.645933181 | -10393.6459331808 |
45 | 269651 | 211875.645264137 | 57775.3547358625 |
46 | 149112 | 158968.942099797 | -9856.94209979678 |
47 | 175824 | 176602.848019818 | -778.848019817901 |
48 | 152871 | 167496.187484617 | -14625.1874846169 |
49 | 111665 | 115512.887834948 | -3847.88783494833 |
50 | 116408 | 142421.249603389 | -26013.2496033892 |
51 | 362301 | 221791.259188585 | 140509.740811415 |
52 | 78800 | 96693.9758441369 | -17893.9758441369 |
53 | 183167 | 206669.586509863 | -23502.586509863 |
54 | 277965 | 250971.206294938 | 26993.7937050621 |
55 | 150629 | 179058.27698517 | -28429.2769851702 |
56 | 168809 | 185154.089687155 | -16345.0896871554 |
57 | 24188 | 35645.8582501372 | -11457.8582501372 |
58 | 329267 | 342391.670220983 | -13124.6702209828 |
59 | 65029 | 62613.3003146177 | 2415.69968538228 |
60 | 101097 | 101997.686553704 | -900.686553704024 |
61 | 218946 | 173529.618707682 | 45416.381292318 |
62 | 244052 | 246228.441314495 | -2176.44131449536 |
63 | 341570 | 267431.520351177 | 74138.4796488228 |
64 | 103597 | 88064.5319227023 | 15532.4680772977 |
65 | 233328 | 271356.188362755 | -38028.1883627548 |
66 | 256462 | 283449.291621898 | -26987.2916218976 |
67 | 206161 | 180887.075796651 | 25273.9242033488 |
68 | 311473 | 283821.075921559 | 27651.9240784407 |
69 | 235800 | 266458.935214845 | -30658.9352148448 |
70 | 177939 | 171369.510352387 | 6569.48964761342 |
71 | 207176 | 178906.415320117 | 28269.5846798835 |
72 | 196553 | 167755.70270712 | 28797.2972928803 |
73 | 174184 | 163404.887543476 | 10779.1124565238 |
74 | 143246 | 200633.349142416 | -57387.3491424156 |
75 | 187559 | 236612.314977047 | -49053.3149770475 |
76 | 187681 | 207695.175360337 | -20014.1753603371 |
77 | 119016 | 194120.517864599 | -75104.5178645991 |
78 | 182192 | 179384.344527165 | 2807.65547283479 |
79 | 73566 | 78738.4795567903 | -5172.47955679027 |
80 | 194979 | 182520.878708503 | 12458.1212914974 |
81 | 167488 | 164418.111538969 | 3069.88846103118 |
82 | 143756 | 193404.222459665 | -49648.2224596653 |
83 | 275541 | 225693.698266785 | 49847.3017332155 |
84 | 243199 | 206507.379117571 | 36691.6208824294 |
85 | 182999 | 213885.056351497 | -30886.0563514971 |
86 | 135649 | 179996.75590209 | -44347.7559020895 |
87 | 152299 | 159155.271174951 | -6856.27117495104 |
88 | 120221 | 121704.790932489 | -1483.79093248897 |
89 | 346485 | 255401.83082913 | 91083.1691708697 |
90 | 145790 | 123264.948481634 | 22525.0515183655 |
91 | 193339 | 221106.636736472 | -27767.636736472 |
92 | 80953 | 86926.5955955234 | -5973.59559552343 |
93 | 122774 | 92550.3620541338 | 30223.6379458662 |
94 | 130585 | 179595.988468591 | -49010.9884685909 |
95 | 112611 | 106615.576685313 | 5995.42331468662 |
96 | 286468 | 226326.489129538 | 60141.5108704618 |
97 | 241066 | 224223.271911405 | 16842.7280885954 |
98 | 148446 | 284044.221137324 | -135598.221137324 |
99 | 204713 | 167852.455043247 | 36860.5449567529 |
100 | 182079 | 229108.725005281 | -47029.7250052806 |
101 | 140344 | 115118.551728011 | 25225.4482719885 |
102 | 220516 | 190654.743219263 | 29861.2567807368 |
103 | 243060 | 190830.054223292 | 52229.9457767084 |
104 | 162765 | 164261.106350277 | -1496.10635027715 |
105 | 182613 | 190044.58973076 | -7431.58973076023 |
106 | 232138 | 259716.34680951 | -27578.3468095103 |
107 | 265318 | 296340.975847608 | -31022.9758476078 |
108 | 85574 | 95111.9673022066 | -9537.96730220658 |
109 | 310839 | 282326.491930433 | 28512.5080695674 |
110 | 225060 | 253511.704693598 | -28451.7046935981 |
111 | 232317 | 229029.009336496 | 3287.99066350356 |
112 | 144966 | 196384.054504081 | -51418.0545040805 |
113 | 43287 | 62239.0603325094 | -18952.0603325094 |
114 | 155754 | 156126.562444937 | -372.562444936702 |
115 | 164709 | 248034.774292112 | -83325.7742921121 |
116 | 201940 | 212121.435021874 | -10181.4350218739 |
117 | 235454 | 258801.000568021 | -23347.0005680211 |
118 | 220801 | 143404.827969678 | 77396.1720303222 |
119 | 99466 | 146165.03837241 | -46699.0383724099 |
120 | 92661 | 112530.022502166 | -19869.0225021662 |
121 | 133328 | 140601.007871406 | -7273.00787140569 |
122 | 61361 | 104687.713475728 | -43326.7134757279 |
123 | 125930 | 124948.263734425 | 981.736265574649 |
124 | 100750 | 184482.487149371 | -83732.4871493713 |
125 | 224549 | 166130.229156507 | 58418.7708434927 |
126 | 82316 | 67622.4683964096 | 14693.5316035904 |
127 | 102010 | 93328.2432867566 | 8681.75671324345 |
128 | 101523 | 140577.080981264 | -39054.0809812637 |
129 | 243511 | 252301.578886518 | -8790.57888651771 |
130 | 22938 | 20457.2394417608 | 2480.76055823919 |
131 | 41566 | 41172.3754443761 | 393.624555623854 |
132 | 152474 | 212478.519852988 | -60004.5198529883 |
133 | 61857 | 60906.6716165399 | 950.328383460096 |
134 | 99923 | 137937.932138642 | -38014.9321386421 |
135 | 132487 | 149513.976729969 | -17026.9767299693 |
136 | 317394 | 237569.988573031 | 79824.0114269693 |
137 | 21054 | 17603.5537515763 | 3450.44624842374 |
138 | 209641 | 140210.943347874 | 69430.0566521265 |
139 | 22648 | 52555.5718213789 | -29907.5718213789 |
140 | 31414 | 47508.0231453424 | -16094.0231453424 |
141 | 46698 | 68242.3025536502 | -21544.3025536502 |
142 | 131698 | 148135.327101006 | -16437.327101006 |
143 | 91735 | 60121.1339054048 | 31613.8660945952 |
144 | 244749 | 229291.144639924 | 15457.8553600762 |
145 | 184510 | 180712.113751556 | 3797.88624844435 |
146 | 79863 | 87757.209395117 | -7894.20939511697 |
147 | 128423 | 139116.415508641 | -10693.4155086407 |
148 | 97839 | 109041.367862982 | -11202.3678629822 |
149 | 38214 | 53523.3001007264 | -15309.3001007264 |
150 | 151101 | 137780.81920141 | 13320.1807985903 |
151 | 272458 | 234303.979481999 | 38154.020518001 |
152 | 172494 | 171808.58280339 | 685.417196610008 |
153 | 108043 | 111802.884932549 | -3759.88493254933 |
154 | 328107 | 262492.856773488 | 65614.1432265116 |
155 | 250579 | 247686.042344067 | 2892.95765593332 |
156 | 351067 | 322218.322711216 | 28848.6772887836 |
157 | 158015 | 143697.545902045 | 14317.4540979548 |
158 | 98866 | 61012.6796015627 | 37853.3203984373 |
159 | 85439 | 104582.976381969 | -19143.9763819689 |
160 | 229242 | 311004.282517571 | -81762.2825175712 |
161 | 351619 | 277044.035081729 | 74574.9649182709 |
162 | 84207 | 86541.0555925926 | -2334.05559259259 |
163 | 120445 | 163589.936056678 | -43144.9360566785 |
164 | 324598 | 283860.380623642 | 40737.6193763579 |
165 | 131069 | 149635.972292179 | -18566.9722921792 |
166 | 204271 | 195697.407247493 | 8573.59275250686 |
167 | 165543 | 169182.211805326 | -3639.21180532556 |
168 | 141722 | 141752.148437439 | -30.1484374387605 |
169 | 116048 | 133031.595760083 | -16983.5957600834 |
170 | 250047 | 144151.540976994 | 105895.459023006 |
171 | 299775 | 214867.750137865 | 84907.2498621352 |
172 | 195838 | 225693.165744251 | -29855.1657442509 |
173 | 173260 | 115687.412223935 | 57572.5877760649 |
174 | 254488 | 260266.685665678 | -5778.68566567826 |
175 | 104389 | 230242.792450231 | -125853.792450232 |
176 | 136084 | 80806.843970755 | 55277.156029245 |
177 | 199476 | 219362.486201293 | -19886.4862012931 |
178 | 92499 | 77831.1158279796 | 14667.8841720204 |
179 | 224330 | 271013.569805687 | -46683.5698056868 |
180 | 135781 | 92023.3487397882 | 43757.6512602118 |
181 | 74408 | 93984.9927692365 | -19576.9927692365 |
182 | 81240 | 125408.9617267 | -44168.9617267002 |
183 | 14688 | 16217.1006268745 | -1529.10062687449 |
184 | 181633 | 157226.460286324 | 24406.539713676 |
185 | 271856 | 240071.606894907 | 31784.3931050929 |
186 | 7199 | 12113.3359543052 | -4914.33595430524 |
187 | 46660 | 36175.0173312641 | 10484.9826687359 |
188 | 17547 | 11203.904544904 | 6343.09545509603 |
189 | 133368 | 96745.4821425524 | 36622.5178574476 |
190 | 95227 | 102733.508996055 | -7506.50899605456 |
191 | 152601 | 135686.917603809 | 16914.082396191 |
192 | 98146 | 79106.9082497738 | 19039.0917502262 |
193 | 79619 | 93214.3164318894 | -13595.3164318894 |
194 | 59194 | 74318.6263927016 | -15124.6263927016 |
195 | 139942 | 137365.269613984 | 2576.73038601644 |
196 | 118612 | 108143.361902251 | 10468.6380977495 |
197 | 72880 | 76449.4092407906 | -3569.4092407906 |
198 | 65475 | 63116.0612564891 | 2358.93874351092 |
199 | 99643 | 103277.301258572 | -3634.30125857241 |
200 | 71965 | 87623.2895781777 | -15658.2895781777 |
201 | 77272 | 99983.6732779886 | -22711.6732779886 |
202 | 49289 | 62394.3792093411 | -13105.3792093411 |
203 | 135131 | 115764.711015922 | 19366.2889840777 |
204 | 108446 | 109690.108644032 | -1244.10864403244 |
205 | 89746 | 85781.2637059642 | 3964.73629403585 |
206 | 44296 | 58467.2984533628 | -14171.2984533628 |
207 | 77648 | 95176.3971091634 | -17528.3971091634 |
208 | 181528 | 107394.063208804 | 74133.9367911959 |
209 | 134019 | 103837.283543074 | 30181.7164569257 |
210 | 124064 | 105465.722622645 | 18598.2773773547 |
211 | 92630 | 74670.798602451 | 17959.201397549 |
212 | 121848 | 92484.2928432578 | 29363.7071567422 |
213 | 52915 | 62638.0991862127 | -9723.09918621273 |
214 | 81872 | 99212.3625583734 | -17340.3625583734 |
215 | 58981 | 66063.3264404813 | -7082.32644048124 |
216 | 53515 | 64504.3964729586 | -10989.3964729586 |
217 | 60812 | 81464.0503577538 | -20652.0503577538 |
218 | 56375 | 60427.5666125168 | -4052.56661251679 |
219 | 65490 | 69575.2037825159 | -4085.20378251589 |
220 | 80949 | 51538.2979473936 | 29410.7020526064 |
221 | 76302 | 88770.3145708589 | -12468.3145708589 |
222 | 104011 | 119603.003059047 | -15592.0030590474 |
223 | 98104 | 120694.183462996 | -22590.1834629957 |
224 | 67989 | 75674.9804130764 | -7685.9804130764 |
225 | 30989 | 39849.6717308503 | -8860.67173085032 |
226 | 135458 | 119209.877177623 | 16248.1228223767 |
227 | 73504 | 63399.8364621628 | 10104.1635378372 |
228 | 63123 | 96766.2483878875 | -33643.2483878875 |
229 | 61254 | 88160.6273699359 | -26906.6273699359 |
230 | 74914 | 97567.2003501815 | -22653.2003501815 |
231 | 31774 | 43122.6809346474 | -11348.6809346474 |
232 | 81437 | 93693.5699055408 | -12256.5699055408 |
233 | 87186 | 99158.3675731366 | -11972.3675731366 |
234 | 50090 | 60141.1596610947 | -10051.1596610947 |
235 | 65745 | 104962.200666243 | -39217.2006662429 |
236 | 56653 | 103687.331138931 | -47034.3311389314 |
237 | 158399 | 83398.4280094525 | 75000.5719905475 |
238 | 46455 | 60952.7929929486 | -14497.7929929486 |
239 | 73624 | 76574.4634257931 | -2950.46342579315 |
240 | 38395 | 64073.3128669968 | -25678.3128669968 |
241 | 91899 | 74994.4432628005 | 16904.5567371995 |
242 | 139526 | 192447.73747967 | -52921.7374796701 |
243 | 52164 | 94537.7104458691 | -42373.7104458691 |
244 | 51567 | 71622.505768026 | -20055.505768026 |
245 | 70551 | 74031.1659240932 | -3480.16592409318 |
246 | 84856 | 82984.2368308969 | 1871.76316910307 |
247 | 102538 | 120632.355351597 | -18094.3553515972 |
248 | 86678 | 70082.6639256595 | 16595.3360743405 |
249 | 85709 | 72729.5557404015 | 12979.4442595985 |
250 | 34662 | 58125.5575695575 | -23463.5575695575 |
251 | 150580 | 127298.260116561 | 23281.7398834388 |
252 | 99611 | 104391.771254943 | -4780.77125494266 |
253 | 19349 | 23099.6090401458 | -3750.60904014585 |
254 | 99373 | 93875.8820893102 | 5497.11791068981 |
255 | 86230 | 82862.1863385327 | 3367.81366146733 |
256 | 30837 | 28480.7371567622 | 2356.26284323775 |
257 | 31706 | 53847.0957350895 | -22141.0957350895 |
258 | 89806 | 86791.4655172766 | 3014.53448272337 |
259 | 62088 | 70175.4439857484 | -8087.44398574837 |
260 | 40151 | 54568.0368474937 | -14417.0368474937 |
261 | 27634 | 39907.9748307578 | -12273.9748307578 |
262 | 76990 | 91483.1139174381 | -14493.1139174381 |
263 | 37460 | 31404.4851265023 | 6055.51487349766 |
264 | 54157 | 75870.1631069073 | -21713.1631069073 |
265 | 49862 | 71425.1208007598 | -21563.1208007598 |
266 | 84337 | 79385.9689772621 | 4951.03102273792 |
267 | 64175 | 97009.2285513537 | -32834.2285513537 |
268 | 59382 | 81484.8487875973 | -22102.8487875973 |
269 | 119308 | 85179.8647567875 | 34128.1352432125 |
270 | 76702 | 109743.991090453 | -33041.9910904532 |
271 | 103425 | 100540.768650205 | 2884.23134979519 |
272 | 70344 | 70188.261003603 | 155.738996396976 |
273 | 43410 | 23188.7181419045 | 20221.2818580955 |
274 | 104838 | 106247.154351838 | -1409.15435183823 |
275 | 62215 | 60924.6796261381 | 1290.32037386194 |
276 | 69304 | 82954.5131108468 | -13650.5131108468 |
277 | 53117 | 40495.6639297781 | 12621.3360702219 |
278 | 19764 | 25312.0164763729 | -5548.01647637288 |
279 | 86680 | 85004.6149267714 | 1675.38507322858 |
280 | 84105 | 61510.9334056833 | 22594.0665943167 |
281 | 77945 | 72450.9842831447 | 5494.01571685525 |
282 | 89113 | 77501.9350850504 | 11611.0649149496 |
283 | 91005 | 67240.1883754883 | 23764.8116245117 |
284 | 40248 | 26893.297495951 | 13354.702504049 |
285 | 64187 | 60292.9573322228 | 3894.04266777718 |
286 | 50857 | 60845.3331056869 | -9988.33310568689 |
287 | 56613 | 48120.3219426177 | 8492.67805738227 |
288 | 62792 | 86855.4062316581 | -24063.4062316581 |
289 | 72535 | 56649.7392544291 | 15885.2607455709 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
9 | 0.796865235684346 | 0.406269528631309 | 0.203134764315654 |
10 | 0.749956843935136 | 0.500086312129728 | 0.250043156064864 |
11 | 0.721061308551443 | 0.557877382897115 | 0.278938691448557 |
12 | 0.94767192316271 | 0.104656153674579 | 0.0523280768372896 |
13 | 0.938294409517262 | 0.123411180965475 | 0.0617055904827377 |
14 | 0.904157862493476 | 0.191684275013048 | 0.0958421375065239 |
15 | 0.871737530003082 | 0.256524939993837 | 0.128262469996918 |
16 | 0.818821925372661 | 0.362356149254678 | 0.181178074627339 |
17 | 0.820568698509854 | 0.358862602980293 | 0.179431301490146 |
18 | 0.842930822550272 | 0.314138354899456 | 0.157069177449728 |
19 | 0.79035358968698 | 0.419292820626041 | 0.20964641031302 |
20 | 0.888724366021455 | 0.22255126795709 | 0.111275633978545 |
21 | 0.899204177245543 | 0.201591645508914 | 0.100795822754457 |
22 | 0.866525705061892 | 0.266948589876217 | 0.133474294938108 |
23 | 0.998484586141946 | 0.00303082771610757 | 0.00151541385805378 |
24 | 0.997764632560228 | 0.00447073487954333 | 0.00223536743977167 |
25 | 0.997678695806133 | 0.00464260838773454 | 0.00232130419386727 |
26 | 0.999608386351486 | 0.000783227297028427 | 0.000391613648514213 |
27 | 0.999564077932421 | 0.000871844135158561 | 0.000435922067579281 |
28 | 0.999292077460882 | 0.00141584507823514 | 0.000707922539117568 |
29 | 0.998863340851238 | 0.00227331829752411 | 0.00113665914876206 |
30 | 0.998224948157128 | 0.00355010368574384 | 0.00177505184287192 |
31 | 0.997486050365278 | 0.00502789926944344 | 0.00251394963472172 |
32 | 0.996318969932489 | 0.00736206013502282 | 0.00368103006751141 |
33 | 0.995647543912814 | 0.00870491217437227 | 0.00435245608718613 |
34 | 0.994457338624861 | 0.0110853227502775 | 0.00554266137513873 |
35 | 0.993365775078249 | 0.0132684498435019 | 0.00663422492175093 |
36 | 0.994837243839247 | 0.010325512321505 | 0.00516275616075252 |
37 | 0.992746082548745 | 0.0145078349025091 | 0.00725391745125455 |
38 | 0.99495729455941 | 0.0100854108811799 | 0.00504270544058996 |
39 | 0.999236927277523 | 0.00152614544495451 | 0.000763072722477257 |
40 | 0.999111910158486 | 0.00177617968302896 | 0.000888089841514481 |
41 | 0.998681645044659 | 0.00263670991068212 | 0.00131835495534106 |
42 | 0.998120097346993 | 0.00375980530601466 | 0.00187990265300733 |
43 | 0.998154350635546 | 0.0036912987289085 | 0.00184564936445425 |
44 | 0.997425706241527 | 0.00514858751694494 | 0.00257429375847247 |
45 | 0.997763813893875 | 0.00447237221225036 | 0.00223618610612518 |
46 | 0.996863824473928 | 0.0062723510521441 | 0.00313617552607205 |
47 | 0.995645143816798 | 0.00870971236640345 | 0.00435485618320173 |
48 | 0.994199309980827 | 0.0116013800383453 | 0.00580069001917264 |
49 | 0.992089115244376 | 0.0158217695112485 | 0.00791088475562424 |
50 | 0.990016121566809 | 0.0199677568663821 | 0.00998387843319105 |
51 | 0.999508184614148 | 0.000983630771703493 | 0.000491815385851746 |
52 | 0.99930513180495 | 0.00138973639009936 | 0.00069486819504968 |
53 | 0.999166910719386 | 0.00166617856122712 | 0.000833089280613561 |
54 | 0.998962694576257 | 0.00207461084748561 | 0.0010373054237428 |
55 | 0.998752198446422 | 0.00249560310715535 | 0.00124780155357767 |
56 | 0.998361201636953 | 0.00327759672609329 | 0.00163879836304665 |
57 | 0.997904291134526 | 0.00419141773094808 | 0.00209570886547404 |
58 | 0.998008646800862 | 0.00398270639827563 | 0.00199135319913781 |
59 | 0.997259996761574 | 0.00548000647685288 | 0.00274000323842644 |
60 | 0.996365443425781 | 0.00726911314843756 | 0.00363455657421878 |
61 | 0.996849935683161 | 0.00630012863367818 | 0.00315006431683909 |
62 | 0.995779410999677 | 0.00844117800064557 | 0.00422058900032278 |
63 | 0.996877344744769 | 0.00624531051046155 | 0.00312265525523077 |
64 | 0.995941733404913 | 0.00811653319017403 | 0.00405826659508701 |
65 | 0.99607114350792 | 0.00785771298415927 | 0.00392885649207964 |
66 | 0.995441996758255 | 0.00911600648349023 | 0.00455800324174512 |
67 | 0.994389747824333 | 0.0112205043513343 | 0.00561025217566714 |
68 | 0.993360339832412 | 0.0132793203351752 | 0.00663966016758758 |
69 | 0.992593715115527 | 0.0148125697689459 | 0.00740628488447294 |
70 | 0.990547203952598 | 0.018905592094805 | 0.0094527960474025 |
71 | 0.990217122976127 | 0.019565754047747 | 0.00978287702387352 |
72 | 0.991564568388929 | 0.0168708632221425 | 0.00843543161107125 |
73 | 0.989263957530788 | 0.0214720849384248 | 0.0107360424692124 |
74 | 0.994219165384613 | 0.0115616692307736 | 0.00578083461538681 |
75 | 0.994644237453529 | 0.0107115250929417 | 0.00535576254647086 |
76 | 0.994956434775078 | 0.0100871304498436 | 0.00504356522492178 |
77 | 0.998615680704842 | 0.00276863859031531 | 0.00138431929515766 |
78 | 0.998131221568095 | 0.00373755686380908 | 0.00186877843190454 |
79 | 0.997515665405918 | 0.00496866918816435 | 0.00248433459408218 |
80 | 0.996811735786357 | 0.00637652842728564 | 0.00318826421364282 |
81 | 0.99579367400157 | 0.00841265199685912 | 0.00420632599842956 |
82 | 0.99666850293233 | 0.00666299413534098 | 0.00333149706767049 |
83 | 0.997203967090007 | 0.00559206581998501 | 0.0027960329099925 |
84 | 0.997072482303186 | 0.00585503539362836 | 0.00292751769681418 |
85 | 0.997332961231733 | 0.00533407753653492 | 0.00266703876826746 |
86 | 0.997729559426929 | 0.00454088114614218 | 0.00227044057307109 |
87 | 0.997021246693062 | 0.00595750661387563 | 0.00297875330693782 |
88 | 0.996092401374439 | 0.00781519725112269 | 0.00390759862556134 |
89 | 0.998998216296554 | 0.00200356740689224 | 0.00100178370344612 |
90 | 0.998783461976356 | 0.00243307604728869 | 0.00121653802364434 |
91 | 0.998632801500643 | 0.00273439699871419 | 0.00136719849935709 |
92 | 0.998212325132236 | 0.0035753497355274 | 0.0017876748677637 |
93 | 0.998001453774903 | 0.00399709245019403 | 0.00199854622509701 |
94 | 0.998331523428632 | 0.00333695314273654 | 0.00166847657136827 |
95 | 0.997800571406733 | 0.00439885718653468 | 0.00219942859326734 |
96 | 0.998612332931446 | 0.00277533413710824 | 0.00138766706855412 |
97 | 0.998279206010084 | 0.00344158797983249 | 0.00172079398991624 |
98 | 0.999966567032276 | 6.68659354480848e-05 | 3.34329677240424e-05 |
99 | 0.999966778290734 | 6.64434185327911e-05 | 3.32217092663955e-05 |
100 | 0.999972689393922 | 5.46212121555395e-05 | 2.73106060777698e-05 |
101 | 0.999966556163824 | 6.68876723518972e-05 | 3.34438361759486e-05 |
102 | 0.999962682799426 | 7.46344011477754e-05 | 3.73172005738877e-05 |
103 | 0.999974394942833 | 5.12101143331453e-05 | 2.56050571665727e-05 |
104 | 0.999963353076593 | 7.32938468139633e-05 | 3.66469234069817e-05 |
105 | 0.999949238413773 | 0.000101523172454725 | 5.07615862273626e-05 |
106 | 0.999941884406501 | 0.000116231186998256 | 5.8115593499128e-05 |
107 | 0.99993260987707 | 0.000134780245859151 | 6.73901229295757e-05 |
108 | 0.999908351237732 | 0.000183297524535816 | 9.16487622679081e-05 |
109 | 0.999894076377619 | 0.00021184724476116 | 0.00010592362238058 |
110 | 0.999877348752698 | 0.000245302494604253 | 0.000122651247302126 |
111 | 0.999830099995543 | 0.00033980000891504 | 0.00016990000445752 |
112 | 0.999879122710795 | 0.000241754578409839 | 0.000120877289204919 |
113 | 0.999849951262822 | 0.000300097474356259 | 0.000150048737178129 |
114 | 0.999792140624423 | 0.000415718751154426 | 0.000207859375577213 |
115 | 0.999958945498881 | 8.21090022386944e-05 | 4.10545011193472e-05 |
116 | 0.999949267166995 | 0.000101465666011081 | 5.07328330055404e-05 |
117 | 0.999938809891644 | 0.000122380216712747 | 6.11901083563735e-05 |
118 | 0.99998142899375 | 3.71420125008129e-05 | 1.85710062504065e-05 |
119 | 0.999989438954573 | 2.11220908543053e-05 | 1.05610454271526e-05 |
120 | 0.999986588210238 | 2.68235795233297e-05 | 1.34117897616649e-05 |
121 | 0.999981312098607 | 3.73758027865298e-05 | 1.86879013932649e-05 |
122 | 0.999984632219959 | 3.07355600818609e-05 | 1.53677800409304e-05 |
123 | 0.999977859864548 | 4.42802709041187e-05 | 2.21401354520594e-05 |
124 | 0.999995653248034 | 8.69350393258711e-06 | 4.34675196629355e-06 |
125 | 0.999997243494208 | 5.51301158313208e-06 | 2.75650579156604e-06 |
126 | 0.999996107371979 | 7.78525604295456e-06 | 3.89262802147728e-06 |
127 | 0.999994309922649 | 1.13801547027708e-05 | 5.69007735138538e-06 |
128 | 0.99999544320741 | 9.11358517938815e-06 | 4.55679258969407e-06 |
129 | 0.999993354315542 | 1.32913689149302e-05 | 6.64568445746508e-06 |
130 | 0.999990231593638 | 1.95368127232866e-05 | 9.76840636164328e-06 |
131 | 0.999985821390104 | 2.83572197929512e-05 | 1.41786098964756e-05 |
132 | 0.999993765886631 | 1.24682267387237e-05 | 6.23411336936185e-06 |
133 | 0.999990815960348 | 1.83680793032583e-05 | 9.18403965162914e-06 |
134 | 0.999991350545402 | 1.72989091968135e-05 | 8.64945459840675e-06 |
135 | 0.999988057373332 | 2.38852533364636e-05 | 1.19426266682318e-05 |
136 | 0.999997354452445 | 5.29109511093774e-06 | 2.64554755546887e-06 |
137 | 0.99999604684432 | 7.90631136089999e-06 | 3.95315568045e-06 |
138 | 0.999998729773587 | 2.54045282700529e-06 | 1.27022641350264e-06 |
139 | 0.999998625535931 | 2.74892813744364e-06 | 1.37446406872182e-06 |
140 | 0.999998130972095 | 3.73805580993719e-06 | 1.86902790496859e-06 |
141 | 0.999997553387666 | 4.89322466804915e-06 | 2.44661233402458e-06 |
142 | 0.999996693941418 | 6.61211716317715e-06 | 3.30605858158857e-06 |
143 | 0.999996657142549 | 6.68571490192787e-06 | 3.34285745096393e-06 |
144 | 0.99999539959138 | 9.20081724088456e-06 | 4.60040862044228e-06 |
145 | 0.999993206836734 | 1.35863265327497e-05 | 6.79316326637483e-06 |
146 | 0.999990095844171 | 1.9808311657374e-05 | 9.90415582868698e-06 |
147 | 0.999985766140893 | 2.84677182147087e-05 | 1.42338591073543e-05 |
148 | 0.99998092397107 | 3.81520578606024e-05 | 1.90760289303012e-05 |
149 | 0.999974090960288 | 5.18180794236757e-05 | 2.59090397118378e-05 |
150 | 0.999964104723941 | 7.17905521188791e-05 | 3.58952760594396e-05 |
151 | 0.999963596269411 | 7.28074611772814e-05 | 3.64037305886407e-05 |
152 | 0.999948204776912 | 0.000103590446175053 | 5.17952230875263e-05 |
153 | 0.999926756218732 | 0.000146487562535136 | 7.32437812675682e-05 |
154 | 0.999966385732193 | 6.72285356143623e-05 | 3.36142678071811e-05 |
155 | 0.999955196385745 | 8.96072285102014e-05 | 4.48036142551007e-05 |
156 | 0.999944096220495 | 0.000111807559010185 | 5.59037795050926e-05 |
157 | 0.999924202295565 | 0.000151595408869738 | 7.57977044348689e-05 |
158 | 0.999928443099096 | 0.000143113801808178 | 7.15569009040891e-05 |
159 | 0.999907169041526 | 0.000185661916947633 | 9.28309584738164e-05 |
160 | 0.999985573011991 | 2.88539760177132e-05 | 1.44269880088566e-05 |
161 | 0.99999666766148 | 6.66467703988622e-06 | 3.33233851994311e-06 |
162 | 0.999994985420135 | 1.00291597309846e-05 | 5.01457986549228e-06 |
163 | 0.999997300000227 | 5.39999954620552e-06 | 2.69999977310276e-06 |
164 | 0.999997785621593 | 4.42875681420008e-06 | 2.21437840710004e-06 |
165 | 0.99999690987679 | 6.18024642070231e-06 | 3.09012321035115e-06 |
166 | 0.999996099301366 | 7.80139726737205e-06 | 3.90069863368603e-06 |
167 | 0.999994257004398 | 1.1485991204415e-05 | 5.7429956022075e-06 |
168 | 0.999991625949797 | 1.67481004060874e-05 | 8.37405020304371e-06 |
169 | 0.999988503561492 | 2.29928770168219e-05 | 1.1496438508411e-05 |
170 | 0.999999733372813 | 5.33254374646879e-07 | 2.66627187323439e-07 |
171 | 0.999999997185443 | 5.62911447811577e-09 | 2.81455723905788e-09 |
172 | 0.999999995761478 | 8.47704309142067e-09 | 4.23852154571034e-09 |
173 | 0.999999999515845 | 9.68310039242822e-10 | 4.84155019621411e-10 |
174 | 0.999999999261258 | 1.47748404555684e-09 | 7.38742022778421e-10 |
175 | 0.999999999997118 | 5.76313853031902e-12 | 2.88156926515951e-12 |
176 | 0.999999999999312 | 1.37630888411996e-12 | 6.88154442059978e-13 |
177 | 0.99999999999882 | 2.359826752099e-12 | 1.1799133760495e-12 |
178 | 0.999999999998104 | 3.79140163001672e-12 | 1.89570081500836e-12 |
179 | 0.99999999999933 | 1.33950448627324e-12 | 6.69752243136622e-13 |
180 | 0.999999999999675 | 6.50763260239248e-13 | 3.25381630119624e-13 |
181 | 0.999999999999462 | 1.07557739764958e-12 | 5.37788698824788e-13 |
182 | 0.999999999999737 | 5.25624848698926e-13 | 2.62812424349463e-13 |
183 | 0.999999999999468 | 1.06315332119994e-12 | 5.3157666059997e-13 |
184 | 0.999999999999422 | 1.15667696615297e-12 | 5.78338483076484e-13 |
185 | 0.999999999999759 | 4.8240214603553e-13 | 2.41201073017765e-13 |
186 | 0.999999999999561 | 8.78489784827316e-13 | 4.39244892413658e-13 |
187 | 0.999999999999146 | 1.7087105485181e-12 | 8.54355274259049e-13 |
188 | 0.999999999998273 | 3.45397531254279e-12 | 1.72698765627139e-12 |
189 | 0.99999999999904 | 1.91990356693405e-12 | 9.59951783467026e-13 |
190 | 0.9999999999981 | 3.80035458125404e-12 | 1.90017729062702e-12 |
191 | 0.999999999997427 | 5.14623903796718e-12 | 2.57311951898359e-12 |
192 | 0.999999999996669 | 6.66152334459183e-12 | 3.33076167229592e-12 |
193 | 0.999999999993945 | 1.21107932124942e-11 | 6.05539660624712e-12 |
194 | 0.999999999988971 | 2.20583164328568e-11 | 1.10291582164284e-11 |
195 | 0.999999999980061 | 3.98782645472146e-11 | 1.99391322736073e-11 |
196 | 0.999999999967444 | 6.51128707078026e-11 | 3.25564353539013e-11 |
197 | 0.999999999936555 | 1.26890501017258e-10 | 6.34452505086289e-11 |
198 | 0.999999999877528 | 2.44944159277551e-10 | 1.22472079638776e-10 |
199 | 0.999999999763996 | 4.72008787405557e-10 | 2.36004393702778e-10 |
200 | 0.999999999617229 | 7.65541706461588e-10 | 3.82770853230794e-10 |
201 | 0.999999999414971 | 1.17005840538134e-09 | 5.8502920269067e-10 |
202 | 0.999999998937125 | 2.12574983263863e-09 | 1.06287491631931e-09 |
203 | 0.999999998807238 | 2.38552428383912e-09 | 1.19276214191956e-09 |
204 | 0.999999997792005 | 4.41598902126556e-09 | 2.20799451063278e-09 |
205 | 0.999999996138069 | 7.72386164814634e-09 | 3.86193082407317e-09 |
206 | 0.999999993606164 | 1.27876730260156e-08 | 6.39383651300781e-09 |
207 | 0.999999989183802 | 2.16323953234621e-08 | 1.0816197661731e-08 |
208 | 0.99999999991252 | 1.74960247564503e-10 | 8.74801237822514e-11 |
209 | 0.999999999960677 | 7.86451503558589e-11 | 3.93225751779295e-11 |
210 | 0.999999999968653 | 6.2693416830544e-11 | 3.1346708415272e-11 |
211 | 0.999999999962388 | 7.52248549342023e-11 | 3.76124274671012e-11 |
212 | 0.999999999981441 | 3.71189106449625e-11 | 1.85594553224812e-11 |
213 | 0.999999999962243 | 7.55135643180261e-11 | 3.7756782159013e-11 |
214 | 0.99999999992364 | 1.52719166967526e-10 | 7.63595834837631e-11 |
215 | 0.999999999861782 | 2.7643601908225e-10 | 1.38218009541125e-10 |
216 | 0.999999999731245 | 5.37510127650096e-10 | 2.68755063825048e-10 |
217 | 0.9999999995508 | 8.98400856515673e-10 | 4.49200428257837e-10 |
218 | 0.999999999139807 | 1.72038570453227e-09 | 8.60192852266133e-10 |
219 | 0.999999998265942 | 3.46811623867083e-09 | 1.73405811933541e-09 |
220 | 0.999999998396644 | 3.20671110685587e-09 | 1.60335555342793e-09 |
221 | 0.999999996807957 | 6.38408510495342e-09 | 3.19204255247671e-09 |
222 | 0.999999993746868 | 1.25062647705775e-08 | 6.25313238528877e-09 |
223 | 0.999999988107178 | 2.37856443969892e-08 | 1.18928221984946e-08 |
224 | 0.999999976733602 | 4.65327967097996e-08 | 2.32663983548998e-08 |
225 | 0.999999959392668 | 8.1214664671668e-08 | 4.0607332335834e-08 |
226 | 0.999999975592717 | 4.88145657419792e-08 | 2.44072828709896e-08 |
227 | 0.999999956802993 | 8.63940146018811e-08 | 4.31970073009405e-08 |
228 | 0.999999950542719 | 9.89145612019596e-08 | 4.94572806009798e-08 |
229 | 0.999999916911867 | 1.66176266818353e-07 | 8.30881334091767e-08 |
230 | 0.999999904889565 | 1.90220869087697e-07 | 9.51104345438484e-08 |
231 | 0.99999985506763 | 2.89864740793149e-07 | 1.44932370396575e-07 |
232 | 0.999999722115474 | 5.5576905153703e-07 | 2.77884525768515e-07 |
233 | 0.999999491827271 | 1.01634545833818e-06 | 5.08172729169089e-07 |
234 | 0.999999163906992 | 1.67218601590108e-06 | 8.36093007950539e-07 |
235 | 0.999999376925857 | 1.24614828544741e-06 | 6.23074142723704e-07 |
236 | 0.999999587744573 | 8.24510854352075e-07 | 4.12255427176038e-07 |
237 | 0.999999998825653 | 2.34869405780483e-09 | 1.17434702890242e-09 |
238 | 0.999999997846203 | 4.30759355809684e-09 | 2.15379677904842e-09 |
239 | 0.999999995053039 | 9.89392210236864e-09 | 4.94696105118432e-09 |
240 | 0.999999995431944 | 9.13611255079531e-09 | 4.56805627539766e-09 |
241 | 0.999999992731017 | 1.45379657408949e-08 | 7.26898287044743e-09 |
242 | 0.999999994467966 | 1.10640685727693e-08 | 5.53203428638467e-09 |
243 | 0.999999998205423 | 3.58915336826527e-09 | 1.79457668413264e-09 |
244 | 0.999999997528418 | 4.94316354562981e-09 | 2.47158177281491e-09 |
245 | 0.999999993945761 | 1.21084777417524e-08 | 6.0542388708762e-09 |
246 | 0.999999985929759 | 2.81404829096648e-08 | 1.40702414548324e-08 |
247 | 0.999999968931571 | 6.21368576172287e-08 | 3.10684288086144e-08 |
248 | 0.999999942247076 | 1.15505848176527e-07 | 5.77529240882637e-08 |
249 | 0.9999998936239 | 2.12752199650573e-07 | 1.06376099825286e-07 |
250 | 0.999999911501255 | 1.76997490930371e-07 | 8.84987454651855e-08 |
251 | 0.999999932770345 | 1.34459310111825e-07 | 6.72296550559123e-08 |
252 | 0.99999983773128 | 3.24537440179093e-07 | 1.62268720089547e-07 |
253 | 0.999999659238699 | 6.81522601886687e-07 | 3.40761300943344e-07 |
254 | 0.999999299944739 | 1.4001105210211e-06 | 7.00055260510551e-07 |
255 | 0.999998569686673 | 2.86062665356384e-06 | 1.43031332678192e-06 |
256 | 0.999996736675304 | 6.52664939221498e-06 | 3.26332469610749e-06 |
257 | 0.999997418015505 | 5.16396898969271e-06 | 2.58198449484636e-06 |
258 | 0.999994822374155 | 1.0355251690031e-05 | 5.17762584501552e-06 |
259 | 0.999988091666275 | 2.38166674508459e-05 | 1.19083337254229e-05 |
260 | 0.999981554167837 | 3.68916643257026e-05 | 1.84458321628513e-05 |
261 | 0.999971983444232 | 5.60331115360546e-05 | 2.80165557680273e-05 |
262 | 0.999941688992423 | 0.000116622015154103 | 5.83110075770514e-05 |
263 | 0.999873307576843 | 0.00025338484631434 | 0.00012669242315717 |
264 | 0.999857298788015 | 0.000285402423969622 | 0.000142701211984811 |
265 | 0.999834658229882 | 0.000330683540235025 | 0.000165341770117513 |
266 | 0.99964341704687 | 0.000713165906260537 | 0.000356582953130269 |
267 | 0.999664988753422 | 0.000670022493156409 | 0.000335011246578205 |
268 | 0.999508590376493 | 0.000982819247013609 | 0.000491409623506805 |
269 | 0.999883742584651 | 0.000232514830698153 | 0.000116257415349077 |
270 | 0.999926034894284 | 0.000147930211431624 | 7.39651057158122e-05 |
271 | 0.999798573064914 | 0.000402853870171037 | 0.000201426935085519 |
272 | 0.999436249733803 | 0.0011275005323934 | 0.000563750266196698 |
273 | 0.9986924413488 | 0.00261511730240073 | 0.00130755865120037 |
274 | 0.997147816648034 | 0.005704366703932 | 0.002852183351966 |
275 | 0.992664218064342 | 0.0146715638713152 | 0.00733578193565759 |
276 | 0.98958763705059 | 0.0208247258988204 | 0.0104123629494102 |
277 | 0.974243252983392 | 0.0515134940332159 | 0.025756747016608 |
278 | 0.969510034243068 | 0.0609799315138642 | 0.0304899657569321 |
279 | 0.923011669167242 | 0.153976661665516 | 0.0769883308327582 |
280 | 0.893433765006712 | 0.213132469986577 | 0.106566234993288 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 234 | 0.860294117647059 | NOK |
5% type I error level | 254 | 0.933823529411765 | NOK |
10% type I error level | 256 | 0.941176470588235 | NOK |