Multiple Linear Regression - Estimated Regression Equation |
Time[t] = -15162.1014353819 + 283.071702433232Logins[t] + 163.881629844571Views[t] -1654.72151258888Shared[t] + 1499.39232284019Reviewed[t] + 0.369256570364362TotalSize[t] + 6459.26358522112Pop[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) | -15162.1014353819 | 4286.089526 | -3.5375 | 0.000472 | 0.000236 |
Logins | 283.071702433232 | 70.853883 | 3.9951 | 8.3e-05 | 4.1e-05 |
Views | 163.881629844571 | 9.29086 | 17.639 | 0 | 0 |
Shared | -1654.72151258888 | 683.34207 | -2.4215 | 0.016087 | 0.008044 |
Reviewed | 1499.39232284019 | 267.248352 | 5.6105 | 0 | 0 |
TotalSize | 0.369256570364362 | 0.0674 | 5.4786 | 0 | 0 |
Pop | 6459.26358522112 | 4681.765291 | 1.3797 | 0.168783 | 0.084392 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.938847505413347 |
R-squared | 0.881434638420865 |
Adjusted R-squared | 0.878911971153224 |
F-TEST (value) | 349.405825226034 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 282 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 28652.223669986 |
Sum Squared Residuals | 231507877788.243 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 153525.882055352 | 57381.1179446481 |
2 | 120982 | 122493.908114021 | -1511.90811402056 |
3 | 176508 | 166006.829179607 | 10501.1708203932 |
4 | 179321 | 254002.586511006 | -74681.5865110062 |
5 | 123185 | 92365.0311908454 | 30819.9688091546 |
6 | 52746 | 81124.6157307624 | -28378.6157307623 |
7 | 385534 | 354816.409231087 | 30717.590768913 |
8 | 33170 | 49666.2468581192 | -16496.2468581192 |
9 | 101645 | 86293.8736575349 | 15351.1263424651 |
10 | 149061 | 184867.27187135 | -35806.2718713502 |
11 | 165446 | 143148.951684667 | 22297.0483153334 |
12 | 237213 | 203838.607415332 | 33374.3925846678 |
13 | 173326 | 173278.706810231 | 47.2931897692595 |
14 | 133131 | 147643.125520218 | -14512.1255202181 |
15 | 258873 | 238032.71063051 | 20840.2893694895 |
16 | 180083 | 147402.222503424 | 32680.7774965762 |
17 | 324799 | 376760.214669197 | -51961.2146691968 |
18 | 230964 | 194373.794750969 | 36590.2052490313 |
19 | 236785 | 245729.828042373 | -8944.82804237309 |
20 | 135473 | 137278.123819043 | -1805.12381904293 |
21 | 202925 | 186267.085609818 | 16657.9143901822 |
22 | 215147 | 202989.407791625 | 12157.5922083746 |
23 | 344297 | 238654.281556701 | 105642.718443299 |
24 | 153935 | 119280.493473431 | 34654.5065265693 |
25 | 132943 | 152707.264096613 | -19764.2640966134 |
26 | 174724 | 252148.812271141 | -77424.8122711407 |
27 | 174415 | 227911.768874072 | -53496.768874072 |
28 | 225548 | 238897.239442019 | -13349.2394420188 |
29 | 223632 | 172340.586054709 | 51291.4139452911 |
30 | 124817 | 128311.469352863 | -3494.469352863 |
31 | 221698 | 194201.605500887 | 27496.3944991129 |
32 | 210767 | 204551.442420797 | 6215.55757920294 |
33 | 170266 | 180207.442179433 | -9941.44217943315 |
34 | 260561 | 211073.372139897 | 49487.6278601027 |
35 | 84853 | 104424.80669245 | -19571.8066924501 |
36 | 294424 | 259312.090024122 | 35111.9099758781 |
37 | 101011 | 69597.931777445 | 31413.068222555 |
38 | 215641 | 206963.504967259 | 8677.49503274054 |
39 | 325107 | 256107.130698752 | 68999.8693012477 |
40 | 7176 | 8106.54727995267 | -930.547279952673 |
41 | 167542 | 152220.761504956 | 15321.2384950443 |
42 | 106408 | 73212.1714530933 | 33195.8285469067 |
43 | 96560 | 129224.164926966 | -32664.1649269663 |
44 | 265769 | 259908.357518544 | 5860.64248145648 |
45 | 269651 | 272550.410166908 | -2899.41016690761 |
46 | 149112 | 160072.839456041 | -10960.8394560408 |
47 | 175824 | 215473.27268757 | -39649.2726875703 |
48 | 152871 | 158110.371364409 | -5239.37136440919 |
49 | 111665 | 111217.531087965 | 447.468912035036 |
50 | 116408 | 242257.144014739 | -125849.144014739 |
51 | 362301 | 377786.146174911 | -15485.1461749107 |
52 | 78800 | 105139.151901686 | -26339.1519016864 |
53 | 183167 | 190340.401193573 | -7173.40119357274 |
54 | 277965 | 306136.728149923 | -28171.7281499226 |
55 | 150629 | 195977.42941308 | -45348.4294130804 |
56 | 168809 | 152719.856014233 | 16089.1439857671 |
57 | 24188 | 42011.7241993821 | -17823.7241993821 |
58 | 329267 | 277802.705869875 | 51464.2941301255 |
59 | 65029 | 68634.3215716793 | -3605.32157167928 |
60 | 101097 | 111549.141574118 | -10452.1415741181 |
61 | 218946 | 216440.17677607 | 2505.82322392982 |
62 | 244052 | 215323.482816474 | 28728.5171835259 |
63 | 341570 | 321040.475779869 | 20529.5242201312 |
64 | 103597 | 96700.1832708127 | 6896.81672918727 |
65 | 233328 | 242155.802479179 | -8827.80247917861 |
66 | 256462 | 243119.907740182 | 13342.0922598178 |
67 | 206161 | 169170.340587636 | 36990.6594123643 |
68 | 311473 | 290696.768028305 | 20776.2319716953 |
69 | 235800 | 245179.630092397 | -9379.63009239675 |
70 | 177939 | 213148.793558572 | -35209.7935585721 |
71 | 207176 | 194504.185813804 | 12671.8141861957 |
72 | 196553 | 165213.02423045 | 31339.9757695503 |
73 | 174184 | 126764.238372848 | 47419.7616271519 |
74 | 143246 | 168093.576519421 | -24847.5765194208 |
75 | 187559 | 210936.738008408 | -23377.7380084084 |
76 | 187681 | 194920.026240317 | -7239.02624031701 |
77 | 119016 | 136989.818378081 | -17973.8183780814 |
78 | 182192 | 179674.056027097 | 2517.9439729032 |
79 | 73566 | 96359.4235761549 | -22793.4235761549 |
80 | 194979 | 179128.99847574 | 15850.0015242604 |
81 | 167488 | 175072.097080072 | -7584.09708007247 |
82 | 143756 | 159310.513606639 | -15554.5136066393 |
83 | 275541 | 220273.003757263 | 55267.9962427375 |
84 | 243199 | 208062.641683538 | 35136.3583164624 |
85 | 182999 | 211150.027074879 | -28151.0270748792 |
86 | 135649 | 142844.420668146 | -7195.42066814646 |
87 | 152299 | 166445.619982323 | -14146.6199823225 |
88 | 120221 | 134344.021637589 | -14123.0216375888 |
89 | 346485 | 276816.552958684 | 69668.4470413164 |
90 | 145790 | 158521.145665563 | -12731.1456655632 |
91 | 193339 | 170008.9390295 | 23330.0609705004 |
92 | 80953 | 102893.41106264 | -21940.4110626401 |
93 | 122774 | 162443.578860834 | -39669.5788608341 |
94 | 130585 | 123741.621160943 | 6843.37883905709 |
95 | 112611 | 76935.6949907888 | 35675.3050092112 |
96 | 286468 | 297436.588081943 | -10968.5880819431 |
97 | 241066 | 223831.961704896 | 17234.0382951037 |
98 | 148446 | 266031.075437536 | -117585.075437536 |
99 | 204713 | 180770.871237653 | 23942.1287623472 |
100 | 182079 | 177190.30833978 | 4888.69166021981 |
101 | 140344 | 130304.674197303 | 10039.3258026973 |
102 | 220516 | 224091.201411236 | -3575.20141123562 |
103 | 243060 | 216092.816675126 | 26967.1833248737 |
104 | 162765 | 163586.096254886 | -821.096254885793 |
105 | 182613 | 169033.671137974 | 13579.3288620262 |
106 | 232138 | 216132.952152534 | 16005.047847466 |
107 | 265318 | 280235.789548327 | -14917.7895483271 |
108 | 85574 | 92432.4072388982 | -6858.40723889817 |
109 | 310839 | 286065.530019676 | 24773.4699803243 |
110 | 225060 | 217705.27833074 | 7354.72166926024 |
111 | 232317 | 219870.82761804 | 12446.17238196 |
112 | 144966 | 168948.642054292 | -23982.6420542917 |
113 | 43287 | 68355.3778076917 | -25068.3778076917 |
114 | 155754 | 145109.610780065 | 10644.3892199351 |
115 | 164709 | 194783.450431653 | -30074.4504316526 |
116 | 201940 | 227245.671031257 | -25305.6710312569 |
117 | 235454 | 227126.385920334 | 8327.61407966644 |
118 | 220801 | 165799.028376181 | 55001.9716238194 |
119 | 99466 | 155782.347116607 | -56316.3471166065 |
120 | 92661 | 122201.735836859 | -29540.7358368591 |
121 | 133328 | 128424.710393638 | 4903.28960636155 |
122 | 61361 | 103446.639432385 | -42085.6394323847 |
123 | 125930 | 151451.431490784 | -25521.4314907842 |
124 | 100750 | 175375.983054495 | -74625.9830544948 |
125 | 224549 | 166073.217400222 | 58475.7825997785 |
126 | 82316 | 50262.6542909944 | 32053.3457090056 |
127 | 102010 | 91374.7197726195 | 10635.2802273805 |
128 | 101523 | 104045.465360349 | -2522.4653603491 |
129 | 243511 | 210610.075705747 | 32900.924294253 |
130 | 22938 | 21296.3341672613 | 1641.66583273871 |
131 | 41566 | 42479.0806570132 | -913.080657013204 |
132 | 152474 | 176448.123108283 | -23974.1231082832 |
133 | 61857 | 49004.8909652224 | 12852.1090347776 |
134 | 99923 | 154059.946556478 | -54136.946556478 |
135 | 132487 | 139278.24183176 | -6791.24183175975 |
136 | 317394 | 254007.209019729 | 63386.7909802714 |
137 | 21054 | 20068.7417137399 | 985.258286260122 |
138 | 209641 | 182277.527649806 | 27363.4723501942 |
139 | 22648 | 56235.0480725586 | -33587.0480725586 |
140 | 31414 | 46659.4147949698 | -15245.4147949698 |
141 | 46698 | 65770.7035443571 | -19072.7035443571 |
142 | 131698 | 138225.946199167 | -6527.94619916676 |
143 | 91735 | 90453.2491364758 | 1281.75086352415 |
144 | 244749 | 250642.300002147 | -5893.30000214731 |
145 | 184510 | 182434.439585586 | 2075.56041441414 |
146 | 79863 | 109136.117379306 | -29273.1173793058 |
147 | 128423 | 147853.815731924 | -19430.8157319241 |
148 | 97839 | 138068.483232461 | -40229.4832324612 |
149 | 38214 | 61387.5563441989 | -23173.5563441989 |
150 | 151101 | 164485.372605489 | -13384.3726054895 |
151 | 272458 | 243523.197571098 | 28934.8024289023 |
152 | 172494 | 166250.458883209 | 6243.54111679075 |
153 | 108043 | 110852.876906022 | -2809.87690602232 |
154 | 328107 | 310853.112193865 | 17253.8878061352 |
155 | 250579 | 223716.127529154 | 26862.872470846 |
156 | 351067 | 327417.950839899 | 23649.049160101 |
157 | 158015 | 137838.508407627 | 20176.4915923727 |
158 | 98866 | 83170.1032188923 | 15695.8967811077 |
159 | 85439 | 121000.383339823 | -35561.3833398229 |
160 | 229242 | 252777.622357174 | -23535.6223571744 |
161 | 351619 | 335804.317658551 | 15814.682341449 |
162 | 84207 | 125687.049876893 | -41480.0498768933 |
163 | 120445 | 135959.949853867 | -15514.9498538674 |
164 | 324598 | 357811.159759033 | -33213.1597590327 |
165 | 131069 | 165976.341463638 | -34907.3414636382 |
166 | 204271 | 161713.262304768 | 42557.7376952319 |
167 | 165543 | 172598.04988144 | -7055.04988143959 |
168 | 141722 | 157663.521801584 | -15941.5218015842 |
169 | 116048 | 82974.1863966957 | 33073.8136033043 |
170 | 250047 | 172203.627895852 | 77843.3721041476 |
171 | 299775 | 310342.506423966 | -10567.5064239655 |
172 | 195838 | 185320.179562001 | 10517.8204379985 |
173 | 173260 | 166743.376780951 | 6516.62321904863 |
174 | 254488 | 217459.269230422 | 37028.7307695785 |
175 | 104389 | 179545.955341753 | -75156.9553417525 |
176 | 136084 | 132809.085293074 | 3274.91470692562 |
177 | 199476 | 246882.715549384 | -47406.7155493843 |
178 | 92499 | 81065.2161232502 | 11433.7838767498 |
179 | 224330 | 219955.068647813 | 4374.93135218734 |
180 | 135781 | 91440.8044885757 | 44340.1955114243 |
181 | 74408 | 91724.7390736227 | -17316.7390736227 |
182 | 81240 | 128262.02774884 | -47022.0277488404 |
183 | 14688 | 10281.8500342647 | 4406.14996573533 |
184 | 181633 | 169018.241277641 | 12614.7587223594 |
185 | 271856 | 229620.223729223 | 42235.7762707767 |
186 | 7199 | 5446.8190721827 | 1752.1809278173 |
187 | 46660 | 49182.5362907302 | -2522.53629073018 |
188 | 17547 | 6969.4467393715 | 10577.5532606285 |
189 | 133368 | 117135.706434199 | 16232.293565801 |
190 | 95227 | 100911.499643869 | -5684.49964386926 |
191 | 152601 | 136379.173569903 | 16221.8264300965 |
192 | 98146 | 106884.126897748 | -8738.12689774818 |
193 | 79619 | 86018.4734972741 | -6399.47349727408 |
194 | 59194 | 80765.4576901493 | -21571.4576901493 |
195 | 139942 | 135498.497184516 | 4443.50281548394 |
196 | 118612 | 98051.9593114467 | 20560.0406885533 |
197 | 72880 | 93184.0795067961 | -20304.0795067961 |
198 | 65475 | 68470.8705028934 | -2995.87050289345 |
199 | 99643 | 135493.389897666 | -35850.3898976655 |
200 | 71965 | 73898.7775287206 | -1933.77752872064 |
201 | 77272 | 66464.4826371275 | 10807.5173628725 |
202 | 49289 | 49792.273145148 | -503.273145148026 |
203 | 135131 | 117404.011555982 | 17726.988444018 |
204 | 108446 | 106503.681903715 | 1942.31809628539 |
205 | 89746 | 118789.290669976 | -29043.2906699757 |
206 | 44296 | 57188.328680236 | -12892.328680236 |
207 | 77648 | 75549.4186585675 | 2098.58134143246 |
208 | 181528 | 138932.670900955 | 42595.3290990447 |
209 | 134019 | 106691.448604264 | 27327.5513957363 |
210 | 124064 | 108849.021264384 | 15214.9787356157 |
211 | 92630 | 71795.2568313179 | 20834.7431686821 |
212 | 121848 | 88220.2724788344 | 33627.7275211656 |
213 | 52915 | 54316.9124398411 | -1401.91243984111 |
214 | 81872 | 72024.460300057 | 9847.53969994295 |
215 | 58981 | 96645.5013933864 | -37664.5013933864 |
216 | 53515 | 61959.9643181969 | -8444.96431819687 |
217 | 60812 | 90509.5217959919 | -29697.5217959919 |
218 | 56375 | 54049.6756453514 | 2325.32435464862 |
219 | 65490 | 53688.8165380161 | 11801.1834619839 |
220 | 80949 | 53729.2728976446 | 27219.7271023554 |
221 | 76302 | 89611.6420587009 | -13309.6420587009 |
222 | 104011 | 109784.031996021 | -5773.03199602052 |
223 | 98104 | 135973.865531341 | -37869.8655313415 |
224 | 67989 | 60550.8691281713 | 7438.13087182874 |
225 | 30989 | 31065.4552558053 | -76.4552558053421 |
226 | 135458 | 123201.379188997 | 12256.620811003 |
227 | 73504 | 58855.7819280163 | 14648.2180719837 |
228 | 63123 | 85090.6916521157 | -21967.6916521157 |
229 | 61254 | 78486.0535018028 | -17232.0535018028 |
230 | 74914 | 118846.950344129 | -43932.9503441285 |
231 | 31774 | 44573.2027408735 | -12799.2027408735 |
232 | 81437 | 78270.167812793 | 3166.83218720704 |
233 | 87186 | 124821.269856998 | -37635.2698569983 |
234 | 50090 | 60509.002163097 | -10419.002163097 |
235 | 65745 | 101110.458946134 | -35365.458946134 |
236 | 56653 | 62331.985159914 | -5678.98515991402 |
237 | 158399 | 107625.19914074 | 50773.8008592596 |
238 | 46455 | 53608.9626109312 | -7153.96261093117 |
239 | 73624 | 84465.9809297913 | -10841.9809297913 |
240 | 38395 | 58066.9633954196 | -19671.9633954196 |
241 | 91899 | 85752.605765931 | 6146.39423406903 |
242 | 139526 | 136541.830504318 | 2984.16949568211 |
243 | 52164 | 58897.9738174002 | -6733.97381740018 |
244 | 51567 | 55187.3349604493 | -3620.33496044926 |
245 | 70551 | 72957.4817097795 | -2406.48170977954 |
246 | 84856 | 95579.8917201286 | -10723.8917201286 |
247 | 102538 | 119035.283946676 | -16497.283946676 |
248 | 86678 | 68421.5239731016 | 18256.4760268984 |
249 | 85709 | 81770.9339019468 | 3938.06609805319 |
250 | 34662 | 52327.4730461089 | -17665.4730461089 |
251 | 150580 | 143311.983101855 | 7268.0168981455 |
252 | 99611 | 90574.5647679172 | 9036.43523208285 |
253 | 19349 | 1869.40315537934 | 17479.5968446207 |
254 | 99373 | 103551.434223667 | -4178.4342236668 |
255 | 86230 | 106195.432516407 | -19965.4325164072 |
256 | 30837 | 26243.2818406411 | 4593.71815935888 |
257 | 31706 | 41473.7800698417 | -9767.78006984172 |
258 | 89806 | 80047.7471117268 | 9758.25288827322 |
259 | 62088 | 48515.8928145862 | 13572.1071854138 |
260 | 40151 | 28760.1926034411 | 11390.8073965589 |
261 | 27634 | 47619.3269337073 | -19985.3269337073 |
262 | 76990 | 58651.1766005453 | 18338.8233994547 |
263 | 37460 | 24499.3799622032 | 12960.6200377968 |
264 | 54157 | 52524.7569752475 | 1632.24302475252 |
265 | 49862 | 63645.6944758479 | -13783.6944758479 |
266 | 84337 | 68140.6219934292 | 16196.3780065708 |
267 | 64175 | 74372.034818906 | -10197.034818906 |
268 | 59382 | 63600.0351401257 | -4218.03514012571 |
269 | 119308 | 65234.247461561 | 54073.752538439 |
270 | 76702 | 102973.690190407 | -26271.6901904069 |
271 | 103425 | 110253.527161475 | -6828.5271614751 |
272 | 70344 | 65119.9501722546 | 5224.0498277454 |
273 | 43410 | 40595.9916704878 | 2814.0083295122 |
274 | 104838 | 89198.1231734731 | 15639.8768265269 |
275 | 62215 | 45174.2298341494 | 17040.7701658506 |
276 | 69304 | 73741.2824479497 | -4437.28244794972 |
277 | 53117 | 41566.3000090141 | 11550.6999909859 |
278 | 19764 | 3993.90815798707 | 15770.0918420129 |
279 | 86680 | 78652.8273009012 | 8027.17269909878 |
280 | 84105 | 66167.5480096564 | 17937.4519903436 |
281 | 77945 | 77320.2461170214 | 624.753882978616 |
282 | 89113 | 96388.782056021 | -7275.78205602096 |
283 | 91005 | 90166.0283600106 | 838.971639989434 |
284 | 40248 | 25710.4646129419 | 14537.5353870581 |
285 | 64187 | 62916.9365178898 | 1270.06348211022 |
286 | 50857 | 61452.5344324151 | -10595.5344324151 |
287 | 56613 | 47863.6170937245 | 8749.38290627555 |
288 | 62792 | 57483.5797641616 | 5308.42023583837 |
289 | 72535 | 73923.50916791 | -1388.50916791002 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
10 | 0.998720003672455 | 0.00255999265508992 | 0.00127999632754496 |
11 | 0.996650857094085 | 0.00669828581183071 | 0.00334914290591535 |
12 | 0.992654164583509 | 0.0146916708329815 | 0.00734583541649074 |
13 | 0.986074903045742 | 0.0278501939085162 | 0.0139250969542581 |
14 | 0.974462465605461 | 0.0510750687890787 | 0.0255375343945394 |
15 | 0.960810265777612 | 0.0783794684447765 | 0.0391897342223882 |
16 | 0.966089827252347 | 0.067820345495306 | 0.033910172747653 |
17 | 0.979371156715199 | 0.0412576865696027 | 0.0206288432848014 |
18 | 0.976095966284139 | 0.0478080674317211 | 0.0239040337158606 |
19 | 0.967150419420558 | 0.065699161158884 | 0.032849580579442 |
20 | 0.952546890536932 | 0.0949062189261355 | 0.0474531094630677 |
21 | 0.932192993150593 | 0.135614013698813 | 0.0678070068494067 |
22 | 0.905846342456872 | 0.188307315086257 | 0.0941536575431284 |
23 | 0.996780603171272 | 0.00643879365745502 | 0.00321939682872751 |
24 | 0.99571752253156 | 0.00856495493687937 | 0.00428247746843968 |
25 | 0.995784138941675 | 0.00843172211665076 | 0.00421586105832538 |
26 | 0.999560817052341 | 0.000878365895317378 | 0.000439182947658689 |
27 | 0.999649275695211 | 0.00070144860957809 | 0.000350724304789045 |
28 | 0.999429961311316 | 0.0011400773773678 | 0.000570038688683898 |
29 | 0.999759399927875 | 0.000481200144250197 | 0.000240600072125098 |
30 | 0.999638824838107 | 0.000722350323786697 | 0.000361175161893348 |
31 | 0.999464565388272 | 0.00107086922345692 | 0.000535434611728462 |
32 | 0.999151557037347 | 0.00169688592530605 | 0.000848442962653023 |
33 | 0.998825802497334 | 0.00234839500533108 | 0.00117419750266554 |
34 | 0.999188911288227 | 0.00162217742354652 | 0.000811088711773259 |
35 | 0.999164666573602 | 0.001670666852795 | 0.000835333426397499 |
36 | 0.999096066429011 | 0.00180786714197708 | 0.000903933570988542 |
37 | 0.99903638117853 | 0.00192723764294051 | 0.000963618821470253 |
38 | 0.998621852888063 | 0.00275629422387464 | 0.00137814711193732 |
39 | 0.999700377143509 | 0.000599245712981482 | 0.000299622856490741 |
40 | 0.99953793561707 | 0.000924128765860457 | 0.000462064382930228 |
41 | 0.999346016679834 | 0.00130796664033238 | 0.000653983320166192 |
42 | 0.999266416237986 | 0.00146716752402757 | 0.000733583762013783 |
43 | 0.999200197858714 | 0.00159960428257221 | 0.000799802141286103 |
44 | 0.999057034607446 | 0.00188593078510736 | 0.00094296539255368 |
45 | 0.998627522602741 | 0.00274495479451877 | 0.00137247739725938 |
46 | 0.998177498931001 | 0.00364500213799695 | 0.00182250106899848 |
47 | 0.998172211765458 | 0.00365557646908385 | 0.00182778823454192 |
48 | 0.997445268089067 | 0.0051094638218667 | 0.00255473191093335 |
49 | 0.996498445943262 | 0.00700310811347555 | 0.00350155405673778 |
50 | 0.99999587348714 | 8.25302571926276e-06 | 4.12651285963138e-06 |
51 | 0.999993787619151 | 1.24247616979853e-05 | 6.21238084899266e-06 |
52 | 0.999992800997948 | 1.43980041043873e-05 | 7.19900205219367e-06 |
53 | 0.999989003713317 | 2.19925733650379e-05 | 1.09962866825189e-05 |
54 | 0.999988226629735 | 2.35467405296726e-05 | 1.17733702648363e-05 |
55 | 0.999992906319778 | 1.41873604449585e-05 | 7.09368022247927e-06 |
56 | 0.999989546136395 | 2.09077272101419e-05 | 1.0453863605071e-05 |
57 | 0.999986106006468 | 2.77879870650335e-05 | 1.38939935325167e-05 |
58 | 0.999991386716604 | 1.72265667924191e-05 | 8.61328339620956e-06 |
59 | 0.999986486457015 | 2.70270859699726e-05 | 1.35135429849863e-05 |
60 | 0.999979901494389 | 4.01970112222026e-05 | 2.00985056111013e-05 |
61 | 0.999969977835374 | 6.00443292511541e-05 | 3.0022164625577e-05 |
62 | 0.999962686573585 | 7.46268528301415e-05 | 3.73134264150708e-05 |
63 | 0.99994794283069 | 0.000104114338620738 | 5.2057169310369e-05 |
64 | 0.999924650523687 | 0.000150698952625764 | 7.53494763128818e-05 |
65 | 0.99990657419489 | 0.000186851610220635 | 9.34258051103177e-05 |
66 | 0.999867412734289 | 0.000265174531421751 | 0.000132587265710875 |
67 | 0.999894729404945 | 0.000210541190110653 | 0.000105270595055327 |
68 | 0.999863564916898 | 0.000272870166203847 | 0.000136435083101923 |
69 | 0.999835590630286 | 0.000328818739427301 | 0.00016440936971365 |
70 | 0.999829890657094 | 0.00034021868581149 | 0.000170109342905745 |
71 | 0.999769914831085 | 0.000460170337830321 | 0.00023008516891516 |
72 | 0.999750863535854 | 0.000498272928292003 | 0.000249136464146001 |
73 | 0.999840159966986 | 0.000319680066027182 | 0.000159840033013591 |
74 | 0.999864350997445 | 0.000271298005109596 | 0.000135649002554798 |
75 | 0.999838715117942 | 0.000322569764115922 | 0.000161284882057961 |
76 | 0.999779344052876 | 0.000441311894248665 | 0.000220655947124332 |
77 | 0.999735692462225 | 0.000528615075550631 | 0.000264307537775316 |
78 | 0.999637150254978 | 0.000725699490043967 | 0.000362849745021983 |
79 | 0.999555775398108 | 0.0008884492037844 | 0.0004442246018922 |
80 | 0.999442132610478 | 0.0011157347790449 | 0.000557867389522452 |
81 | 0.99925428028033 | 0.0014914394393405 | 0.000745719719670252 |
82 | 0.999084095971736 | 0.00183180805652753 | 0.000915904028263766 |
83 | 0.999575665886104 | 0.000848668227791913 | 0.000424334113895957 |
84 | 0.99960686814697 | 0.000786263706059138 | 0.000393131853029569 |
85 | 0.99975995118022 | 0.000480097639559237 | 0.000240048819779618 |
86 | 0.999672083340327 | 0.00065583331934537 | 0.000327916659672685 |
87 | 0.999580401327545 | 0.000839197344910848 | 0.000419598672455424 |
88 | 0.999459428724245 | 0.00108114255151041 | 0.000540571275755205 |
89 | 0.99987083146498 | 0.000258337070040172 | 0.000129168535020086 |
90 | 0.999825757278235 | 0.00034848544353074 | 0.00017424272176537 |
91 | 0.999798748258129 | 0.000402503483741155 | 0.000201251741870578 |
92 | 0.999764021822921 | 0.000471956354157756 | 0.000235978177078878 |
93 | 0.999815452030015 | 0.000369095939969147 | 0.000184547969984573 |
94 | 0.999750717889326 | 0.000498564221347173 | 0.000249282110673586 |
95 | 0.999737416159969 | 0.000525167680062937 | 0.000262583840031468 |
96 | 0.999653612674506 | 0.000692774650987675 | 0.000346387325493838 |
97 | 0.999564369705485 | 0.000871260589029425 | 0.000435630294514713 |
98 | 0.999998820484465 | 2.35903106997064e-06 | 1.17951553498532e-06 |
99 | 0.999998623621241 | 2.75275751837942e-06 | 1.37637875918971e-06 |
100 | 0.99999794480585 | 4.11038829967516e-06 | 2.05519414983758e-06 |
101 | 0.999997073243914 | 5.85351217255602e-06 | 2.92675608627801e-06 |
102 | 0.999995726855641 | 8.54628871728025e-06 | 4.27314435864013e-06 |
103 | 0.999995463972357 | 9.07205528696036e-06 | 4.53602764348018e-06 |
104 | 0.999993268012714 | 1.34639745722003e-05 | 6.73198728610014e-06 |
105 | 0.999991062131089 | 1.78757378215328e-05 | 8.93786891076638e-06 |
106 | 0.999988605757563 | 2.27884848745462e-05 | 1.13942424372731e-05 |
107 | 0.999984786760903 | 3.04264781947534e-05 | 1.52132390973767e-05 |
108 | 0.999980839090061 | 3.83218198787429e-05 | 1.91609099393714e-05 |
109 | 0.999979677050351 | 4.06458992986331e-05 | 2.03229496493166e-05 |
110 | 0.999972411233787 | 5.51775324264585e-05 | 2.75887662132292e-05 |
111 | 0.99996326387786 | 7.3472244280477e-05 | 3.67361221402385e-05 |
112 | 0.999959172852315 | 8.16542953701773e-05 | 4.08271476850887e-05 |
113 | 0.999954166668585 | 9.1666662830609e-05 | 4.58333314153045e-05 |
114 | 0.999938165588461 | 0.000123668823076907 | 6.18344115384534e-05 |
115 | 0.999939964430755 | 0.000120071138490636 | 6.0035569245318e-05 |
116 | 0.999938764226306 | 0.000122471547388922 | 6.1235773694461e-05 |
117 | 0.999915167524297 | 0.000169664951405079 | 8.48324757025393e-05 |
118 | 0.999951013854666 | 9.79722906682846e-05 | 4.89861453341423e-05 |
119 | 0.999980929105753 | 3.81417884940731e-05 | 1.90708942470366e-05 |
120 | 0.999986068002614 | 2.78639947722115e-05 | 1.39319973861057e-05 |
121 | 0.99998005488444 | 3.98902311204607e-05 | 1.99451155602303e-05 |
122 | 0.99998919512424 | 2.16097515204171e-05 | 1.08048757602085e-05 |
123 | 0.999988878817563 | 2.22423648743899e-05 | 1.11211824371949e-05 |
124 | 0.999998909051064 | 2.18189787275752e-06 | 1.09094893637876e-06 |
125 | 0.999999771711535 | 4.56576930088176e-07 | 2.28288465044088e-07 |
126 | 0.999999810608585 | 3.78782830326313e-07 | 1.89391415163157e-07 |
127 | 0.999999724403134 | 5.51193731501181e-07 | 2.75596865750591e-07 |
128 | 0.99999957715403 | 8.45691939996611e-07 | 4.22845969998305e-07 |
129 | 0.999999647253094 | 7.05493811921691e-07 | 3.52746905960845e-07 |
130 | 0.999999459334358 | 1.08133128346487e-06 | 5.40665641732437e-07 |
131 | 0.999999179872578 | 1.64025484403287e-06 | 8.20127422016437e-07 |
132 | 0.999999107506902 | 1.78498619499299e-06 | 8.92493097496494e-07 |
133 | 0.999998801462003 | 2.39707599407421e-06 | 1.1985379970371e-06 |
134 | 0.999999713091413 | 5.73817173060964e-07 | 2.86908586530482e-07 |
135 | 0.999999569462839 | 8.61074323011541e-07 | 4.3053716150577e-07 |
136 | 0.999999925774065 | 1.484518700723e-07 | 7.42259350361501e-08 |
137 | 0.999999882046692 | 2.35906615314449e-07 | 1.17953307657224e-07 |
138 | 0.999999898846196 | 2.02307608157457e-07 | 1.01153804078728e-07 |
139 | 0.999999916141793 | 1.67716414186755e-07 | 8.38582070933774e-08 |
140 | 0.999999885186928 | 2.29626144778125e-07 | 1.14813072389062e-07 |
141 | 0.999999857650784 | 2.84698432712495e-07 | 1.42349216356248e-07 |
142 | 0.999999781124813 | 4.37750374625662e-07 | 2.18875187312831e-07 |
143 | 0.99999965998262 | 6.80034760671582e-07 | 3.40017380335791e-07 |
144 | 0.999999487695056 | 1.02460988718872e-06 | 5.1230494359436e-07 |
145 | 0.999999296791869 | 1.406416261875e-06 | 7.03208130937498e-07 |
146 | 0.999999350488006 | 1.29902398880646e-06 | 6.4951199440323e-07 |
147 | 0.999999101373189 | 1.79725362162748e-06 | 8.98626810813739e-07 |
148 | 0.99999937597637 | 1.24804725928944e-06 | 6.24023629644721e-07 |
149 | 0.999999370133404 | 1.25973319245421e-06 | 6.29866596227104e-07 |
150 | 0.999999107038462 | 1.78592307620861e-06 | 8.92961538104305e-07 |
151 | 0.999999105439766 | 1.78912046879758e-06 | 8.94560234398788e-07 |
152 | 0.999998679812858 | 2.6403742840775e-06 | 1.32018714203875e-06 |
153 | 0.999998005897001 | 3.98820599698377e-06 | 1.99410299849189e-06 |
154 | 0.999997436022463 | 5.12795507446689e-06 | 2.56397753723344e-06 |
155 | 0.999997531285126 | 4.93742974824844e-06 | 2.46871487412422e-06 |
156 | 0.999998427007778 | 3.14598444346047e-06 | 1.57299222173024e-06 |
157 | 0.999998315757848 | 3.3684843048969e-06 | 1.68424215244845e-06 |
158 | 0.999997753000769 | 4.49399846162298e-06 | 2.24699923081149e-06 |
159 | 0.999998231434609 | 3.53713078207668e-06 | 1.76856539103834e-06 |
160 | 0.999998260042405 | 3.47991518971249e-06 | 1.73995759485625e-06 |
161 | 0.999997887403224 | 4.22519355289302e-06 | 2.11259677644651e-06 |
162 | 0.999997997956062 | 4.00408787536685e-06 | 2.00204393768343e-06 |
163 | 0.999997676734927 | 4.64653014620228e-06 | 2.32326507310114e-06 |
164 | 0.999997872067826 | 4.25586434786658e-06 | 2.12793217393329e-06 |
165 | 0.999998497482525 | 3.00503494947545e-06 | 1.50251747473772e-06 |
166 | 0.999999428129762 | 1.14374047569875e-06 | 5.71870237849375e-07 |
167 | 0.99999913853429 | 1.72293141974236e-06 | 8.61465709871182e-07 |
168 | 0.99999899170679 | 2.01658642023988e-06 | 1.00829321011994e-06 |
169 | 0.999999151258032 | 1.69748393537006e-06 | 8.48741967685032e-07 |
170 | 0.999999989612103 | 2.07757944499569e-08 | 1.03878972249784e-08 |
171 | 0.999999983090537 | 3.38189256615402e-08 | 1.69094628307701e-08 |
172 | 0.999999978667617 | 4.26647663671484e-08 | 2.13323831835742e-08 |
173 | 0.999999965207001 | 6.95859974459353e-08 | 3.47929987229676e-08 |
174 | 0.99999999426157 | 1.14768602569532e-08 | 5.73843012847659e-09 |
175 | 0.999999999340121 | 1.31975873516805e-09 | 6.59879367584024e-10 |
176 | 0.999999998844276 | 2.31144883135995e-09 | 1.15572441567998e-09 |
177 | 0.99999999947141 | 1.05717992110042e-09 | 5.28589960550209e-10 |
178 | 0.999999999150055 | 1.699890712288e-09 | 8.49945356144002e-10 |
179 | 0.999999998619552 | 2.76089656451688e-09 | 1.38044828225844e-09 |
180 | 0.999999999671235 | 6.57529885178251e-10 | 3.28764942589126e-10 |
181 | 0.999999999564044 | 8.71912866911481e-10 | 4.3595643345574e-10 |
182 | 0.999999999928286 | 1.43427742183853e-10 | 7.17138710919267e-11 |
183 | 0.999999999887294 | 2.25411226850741e-10 | 1.1270561342537e-10 |
184 | 0.99999999981101 | 3.77980237469267e-10 | 1.88990118734633e-10 |
185 | 0.999999999964164 | 7.16719680771535e-11 | 3.58359840385768e-11 |
186 | 0.999999999945719 | 1.08561911534889e-10 | 5.42809557674447e-11 |
187 | 0.999999999930696 | 1.3860718107787e-10 | 6.93035905389349e-11 |
188 | 0.999999999914758 | 1.70484785893847e-10 | 8.52423929469233e-11 |
189 | 0.999999999899444 | 2.01111476927242e-10 | 1.00555738463621e-10 |
190 | 0.999999999855542 | 2.88915625738994e-10 | 1.44457812869497e-10 |
191 | 0.999999999738291 | 5.23417626740533e-10 | 2.61708813370267e-10 |
192 | 0.999999999532589 | 9.34822283709404e-10 | 4.67411141854702e-10 |
193 | 0.999999999187831 | 1.62433891819233e-09 | 8.12169459096163e-10 |
194 | 0.999999998683799 | 2.63240248420558e-09 | 1.31620124210279e-09 |
195 | 0.999999998261063 | 3.47787406413733e-09 | 1.73893703206866e-09 |
196 | 0.999999998006207 | 3.98758547218782e-09 | 1.99379273609391e-09 |
197 | 0.999999997339355 | 5.32128996556674e-09 | 2.66064498278337e-09 |
198 | 0.999999995262582 | 9.47483686191074e-09 | 4.73741843095537e-09 |
199 | 0.999999996464558 | 7.07088500317044e-09 | 3.53544250158522e-09 |
200 | 0.999999993520447 | 1.29591069729694e-08 | 6.47955348648468e-09 |
201 | 0.999999989191704 | 2.16165924922021e-08 | 1.08082962461011e-08 |
202 | 0.999999980754953 | 3.84900941989315e-08 | 1.92450470994658e-08 |
203 | 0.999999974520949 | 5.09581018297828e-08 | 2.54790509148914e-08 |
204 | 0.999999955772755 | 8.84544894997917e-08 | 4.42272447498958e-08 |
205 | 0.999999956317774 | 8.7364451501685e-08 | 4.36822257508425e-08 |
206 | 0.999999932788312 | 1.34423375042658e-07 | 6.72116875213292e-08 |
207 | 0.999999881390224 | 2.37219552337929e-07 | 1.18609776168965e-07 |
208 | 0.999999982133411 | 3.57331782864476e-08 | 1.78665891432238e-08 |
209 | 0.999999989275728 | 2.14485434571139e-08 | 1.07242717285569e-08 |
210 | 0.999999989801654 | 2.03966915905509e-08 | 1.01983457952755e-08 |
211 | 0.999999987778555 | 2.44428906082492e-08 | 1.22214453041246e-08 |
212 | 0.999999996077239 | 7.84552228934563e-09 | 3.92276114467282e-09 |
213 | 0.999999992479741 | 1.50405173997121e-08 | 7.52025869985603e-09 |
214 | 0.999999987134534 | 2.57309315315386e-08 | 1.28654657657693e-08 |
215 | 0.999999990961488 | 1.80770241964303e-08 | 9.03851209821513e-09 |
216 | 0.999999984415959 | 3.11680811372561e-08 | 1.55840405686281e-08 |
217 | 0.999999988459902 | 2.30801962464434e-08 | 1.15400981232217e-08 |
218 | 0.999999977996571 | 4.40068580560596e-08 | 2.20034290280298e-08 |
219 | 0.999999962444145 | 7.5111709116705e-08 | 3.75558545583525e-08 |
220 | 0.999999971660456 | 5.66790878643371e-08 | 2.83395439321686e-08 |
221 | 0.999999949012194 | 1.01975611127276e-07 | 5.09878055636379e-08 |
222 | 0.999999906113386 | 1.87773227396595e-07 | 9.38866136982975e-08 |
223 | 0.999999945538321 | 1.08923358702099e-07 | 5.44616793510497e-08 |
224 | 0.999999912483434 | 1.750331318758e-07 | 8.75165659378999e-08 |
225 | 0.999999836764573 | 3.26470853962425e-07 | 1.63235426981212e-07 |
226 | 0.999999727722547 | 5.4455490541378e-07 | 2.7227745270689e-07 |
227 | 0.999999578153009 | 8.43693981179932e-07 | 4.21846990589966e-07 |
228 | 0.999999473856453 | 1.05228709402352e-06 | 5.26143547011758e-07 |
229 | 0.999999414458452 | 1.17108309575397e-06 | 5.85541547876983e-07 |
230 | 0.999999660969166 | 6.78061668383482e-07 | 3.39030834191741e-07 |
231 | 0.999999577157347 | 8.45685306420446e-07 | 4.22842653210223e-07 |
232 | 0.99999920890017 | 1.58219965917673e-06 | 7.91099829588363e-07 |
233 | 0.999999629461937 | 7.41076125653567e-07 | 3.70538062826784e-07 |
234 | 0.9999994011872 | 1.1976256004925e-06 | 5.98812800246249e-07 |
235 | 0.999999763229492 | 4.73541015341867e-07 | 2.36770507670933e-07 |
236 | 0.999999569322146 | 8.61355708632649e-07 | 4.30677854316324e-07 |
237 | 0.999999993925932 | 1.21481363811322e-08 | 6.0740681905661e-09 |
238 | 0.99999998917157 | 2.16568605065077e-08 | 1.08284302532539e-08 |
239 | 0.999999979809915 | 4.03801703396722e-08 | 2.01900851698361e-08 |
240 | 0.999999987036453 | 2.59270938945498e-08 | 1.29635469472749e-08 |
241 | 0.999999974203956 | 5.1592087636924e-08 | 2.5796043818462e-08 |
242 | 0.999999943820411 | 1.12359178444936e-07 | 5.6179589222468e-08 |
243 | 0.999999919579985 | 1.6084003081206e-07 | 8.04200154060298e-08 |
244 | 0.999999845821918 | 3.08356164101273e-07 | 1.54178082050637e-07 |
245 | 0.999999669875803 | 6.60248393889846e-07 | 3.30124196944923e-07 |
246 | 0.999999331514298 | 1.33697140476577e-06 | 6.68485702382883e-07 |
247 | 0.999998821819419 | 2.35636116288617e-06 | 1.17818058144308e-06 |
248 | 0.999998319915108 | 3.36016978381692e-06 | 1.68008489190846e-06 |
249 | 0.999996582063184 | 6.83587363271926e-06 | 3.41793681635963e-06 |
250 | 0.999996701016532 | 6.59796693670271e-06 | 3.29898346835136e-06 |
251 | 0.9999958266062 | 8.34678759999454e-06 | 4.17339379999727e-06 |
252 | 0.999993229846684 | 1.35403066317625e-05 | 6.77015331588125e-06 |
253 | 0.999986006095487 | 2.79878090260696e-05 | 1.39939045130348e-05 |
254 | 0.999970970306881 | 5.80593862374891e-05 | 2.90296931187446e-05 |
255 | 0.999964668889405 | 7.06622211905013e-05 | 3.53311105952507e-05 |
256 | 0.999935725364191 | 0.000128549271617299 | 6.42746358086493e-05 |
257 | 0.999920777616441 | 0.000158444767118156 | 7.92223835590779e-05 |
258 | 0.999857938558914 | 0.00028412288217133 | 0.000142061441085665 |
259 | 0.99974622968557 | 0.00050754062886052 | 0.00025377031443026 |
260 | 0.999504130210863 | 0.000991739578273658 | 0.000495869789136829 |
261 | 0.999765482511353 | 0.000469034977293975 | 0.000234517488646987 |
262 | 0.999633412246579 | 0.000733175506841387 | 0.000366587753420694 |
263 | 0.999260925012748 | 0.00147814997450449 | 0.000739074987252245 |
264 | 0.998641369104976 | 0.00271726179004707 | 0.00135863089502353 |
265 | 0.998186972806946 | 0.00362605438610871 | 0.00181302719305436 |
266 | 0.996999665427752 | 0.00600066914449564 | 0.00300033457224782 |
267 | 0.995714488854164 | 0.00857102229167122 | 0.00428551114583561 |
268 | 0.993168329022162 | 0.0136633419556756 | 0.00683167097783778 |
269 | 0.999950484033198 | 9.903193360442e-05 | 4.951596680221e-05 |
270 | 0.999983854692543 | 3.22906149138059e-05 | 1.61453074569029e-05 |
271 | 0.999986105124481 | 2.77897510376383e-05 | 1.38948755188191e-05 |
272 | 0.999945882390839 | 0.00010823521832133 | 5.41176091606648e-05 |
273 | 0.999955160724276 | 8.9678551448774e-05 | 4.4839275724387e-05 |
274 | 0.999840495110369 | 0.000319009779261207 | 0.000159504889630604 |
275 | 0.999486778869211 | 0.00102644226157812 | 0.000513221130789058 |
276 | 0.998504396553191 | 0.00299120689361873 | 0.00149560344680937 |
277 | 0.996804705061305 | 0.00639058987738908 | 0.00319529493869454 |
278 | 0.987680677092347 | 0.0246386458153055 | 0.0123193229076528 |
279 | 0.955358905976321 | 0.0892821880473588 | 0.0446410940236794 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 256 | 0.948148148148148 | NOK |
5% type I error level | 262 | 0.97037037037037 | NOK |
10% type I error level | 268 | 0.992592592592593 | NOK |