Multiple Linear Regression - Estimated Regression Equation |
totsize[t] = + 528.279951966106 + 9.5829773538428logins[t] + 2014.61748089442shared_compendiums[t] + 539.619440965055compendiums_reviewed[t] + 1.14707552171977totrevisions[t] + 0.252763603144547totseconds[t] + 72.9180606729002tothyperlinks[t] + 4.36169994355521totblogs[t] + 5358.7323750144course_cid[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) | 528.279951966106 | 3045.465503 | 0.1735 | 0.862412 | 0.431206 |
logins | 9.5829773538428 | 45.926387 | 0.2087 | 0.834866 | 0.417433 |
shared_compendiums | 2014.61748089442 | 482.350332 | 4.1767 | 4e-05 | 2e-05 |
compendiums_reviewed | 539.619440965055 | 191.86424 | 2.8125 | 0.005263 | 0.002632 |
totrevisions | 1.14707552171977 | 0.278182 | 4.1235 | 4.9e-05 | 2.5e-05 |
totseconds | 0.252763603144547 | 0.061113 | 4.136 | 4.7e-05 | 2.3e-05 |
tothyperlinks | 72.9180606729002 | 405.138914 | 0.18 | 0.857296 | 0.428648 |
totblogs | 4.36169994355521 | 417.129639 | 0.0105 | 0.991665 | 0.495832 |
course_cid | 5358.7323750144 | 3453.821559 | 1.5515 | 0.121903 | 0.060951 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.871654572253717 |
R-squared | 0.75978169333081 |
Adjusted R-squared | 0.752918313140261 |
F-TEST (value) | 110.700802263165 |
F-TEST (DF numerator) | 8 |
F-TEST (DF denominator) | 280 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 20093.8967637112 |
Sum Squared Residuals | 113054112402.191 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 112285 | 104509.222837295 | 7775.77716270472 |
2 | 84786 | 83365.9153410982 | 1420.08465890178 |
3 | 83123 | 96641.6086502963 | -13518.6086502963 |
4 | 101193 | 98914.1597989804 | 2278.84020101963 |
5 | 38361 | 54820.543197438 | -16459.543197438 |
6 | 68504 | 50570.1509084024 | 17933.8490915976 |
7 | 119182 | 119422.819215243 | -240.819215242889 |
8 | 22807 | 19349.1766202583 | 3457.82337974165 |
9 | 17140 | 20728.8139643922 | -3588.81396439215 |
10 | 116174 | 92194.1341523352 | 23979.8658476648 |
11 | 57635 | 66285.3434817972 | -8650.34348179724 |
12 | 66198 | 96240.2078194722 | -30042.2078194722 |
13 | 71701 | 90431.7894728253 | -18730.7894728253 |
14 | 57793 | 66670.7754468045 | -8877.77544680454 |
15 | 80444 | 89158.8849566465 | -8714.88495664647 |
16 | 53855 | 83890.647905913 | -30035.647905913 |
17 | 97668 | 115646.439167252 | -17978.4391672519 |
18 | 133824 | 108392.555071182 | 25431.4449288177 |
19 | 101481 | 86287.150265013 | 15193.849734987 |
20 | 99645 | 79117.0004091169 | 20527.9995908831 |
21 | 114789 | 96524.2294584897 | 18264.7705415103 |
22 | 99052 | 106411.121057006 | -7359.12105700612 |
23 | 67654 | 84781.7297791814 | -17127.7297791814 |
24 | 65553 | 78588.1420171411 | -13035.1420171411 |
25 | 97500 | 87978.817549053 | 9521.18245094702 |
26 | 69112 | 86728.5120838861 | -17616.5120838861 |
27 | 82753 | 83871.7795280297 | -1118.77952802967 |
28 | 85323 | 95914.7092302319 | -10591.7092302319 |
29 | 72654 | 93733.2198224388 | -21079.2198224388 |
30 | 30727 | 46723.1020751338 | -15996.1020751338 |
31 | 77873 | 95374.3965740482 | -17501.3965740482 |
32 | 117478 | 121020.700460607 | -3542.70046060743 |
33 | 74007 | 78899.9376205746 | -4892.9376205746 |
34 | 90183 | 114203.638138811 | -24020.638138811 |
35 | 61542 | 42500.2664169691 | 19041.7335830309 |
36 | 101494 | 124927.224310244 | -23433.2243102439 |
37 | 27570 | 36529.7481826831 | -8959.74818268308 |
38 | 55813 | 55914.8572494944 | -101.857249494411 |
39 | 79215 | 102607.693200602 | -23392.693200602 |
40 | 1423 | 1870.45809704428 | -447.458097044282 |
41 | 55461 | 72454.4840911984 | -16993.4840911984 |
42 | 31081 | 48076.3554402458 | -16995.3554402457 |
43 | 22996 | 30973.375924609 | -7977.37592460895 |
44 | 83122 | 105593.004126037 | -22471.0041260366 |
45 | 70106 | 107011.747813967 | -36905.7478139667 |
46 | 60578 | 77629.3628183684 | -17051.3628183684 |
47 | 39992 | 47159.5392608477 | -7167.53926084773 |
48 | 79892 | 90067.0671504767 | -10175.0671504767 |
49 | 49810 | 59027.9742235194 | -9217.9742235194 |
50 | 71570 | 61165.8578300499 | 10404.1421699501 |
51 | 100708 | 68371.5614424656 | 32336.4385575344 |
52 | 33032 | 49473.1939844527 | -16441.1939844527 |
53 | 82875 | 81830.3941205916 | 1044.60587940841 |
54 | 139077 | 118671.744736269 | 20405.2552637307 |
55 | 71595 | 84164.0572346206 | -12569.0572346206 |
56 | 72260 | 86946.7899105234 | -14686.7899105234 |
57 | 5950 | 15710.5007908835 | -9760.50079088348 |
58 | 115762 | 114283.425599224 | 1478.57440077582 |
59 | 32551 | 37931.7072197669 | -5380.70721976694 |
60 | 31701 | 40461.19042892 | -8760.19042892002 |
61 | 80670 | 87570.4229187424 | -6900.42291874241 |
62 | 143558 | 125703.721340854 | 17854.2786591459 |
63 | 117105 | 86978.3567887996 | 30126.6432112004 |
64 | 23789 | 33038.95314073 | -9249.95314073001 |
65 | 120733 | 131208.18355429 | -10475.1835542901 |
66 | 105195 | 124944.517421139 | -19749.517421139 |
67 | 73107 | 85791.3671970839 | -12684.3671970839 |
68 | 132068 | 128643.92346992 | 3424.07653007994 |
69 | 149193 | 149565.061197589 | -372.061197588837 |
70 | 46821 | 78187.8961931383 | -31366.8961931383 |
71 | 87011 | 96929.9255090545 | -9918.92550905453 |
72 | 95260 | 102243.901335791 | -6983.90133579131 |
73 | 55183 | 79428.032059323 | -24245.032059323 |
74 | 106671 | 76791.1390189222 | 29879.8609810778 |
75 | 73511 | 104319.292962345 | -30808.2929623451 |
76 | 92945 | 78041.1926831495 | 14903.8073168505 |
77 | 78664 | 72623.0225364335 | 6040.97746356651 |
78 | 70054 | 97297.5643677079 | -27243.5643677079 |
79 | 22618 | 42168.6278810776 | -19550.6278810776 |
80 | 74011 | 91614.8757032947 | -17603.8757032947 |
81 | 83737 | 79382.2206089804 | 4354.7793910196 |
82 | 69094 | 72557.7446717171 | -3463.7446717171 |
83 | 93133 | 92238.3645973926 | 894.635402607378 |
84 | 95536 | 98538.5613611582 | -3002.5613611582 |
85 | 225920 | 88855.9688362968 | 137064.031163703 |
86 | 62133 | 68342.3562534006 | -6209.35625340059 |
87 | 61370 | 64093.2346441291 | -2723.2346441291 |
88 | 43836 | 54310.1071156059 | -10474.1071156059 |
89 | 106117 | 97441.2134208954 | 8675.78657910456 |
90 | 38692 | 61932.0762104668 | -23240.0762104668 |
91 | 84651 | 91133.183999189 | -6482.18399918897 |
92 | 56622 | 38168.5054108097 | 18453.4945891904 |
93 | 15986 | 32907.2512788418 | -16921.2512788418 |
94 | 95364 | 93441.539418147 | 1922.46058185295 |
95 | 26706 | 38065.7933193733 | -11359.7933193733 |
96 | 89691 | 77232.4417570774 | 12458.5582429226 |
97 | 67267 | 99193.311734509 | -31926.311734509 |
98 | 126846 | 97004.8236886205 | 29841.1763113795 |
99 | 41140 | 65497.4463062489 | -24357.4463062489 |
100 | 102860 | 90989.5899878632 | 11870.4100121368 |
101 | 51715 | 63313.9543921204 | -11598.9543921204 |
102 | 55801 | 68665.5674010902 | -12864.5674010902 |
103 | 111813 | 107689.21761028 | 4123.78238972021 |
104 | 120293 | 85552.2481105399 | 34740.7518894601 |
105 | 138599 | 108991.470804323 | 29607.5291956769 |
106 | 161647 | 124780.414210789 | 36866.5857892111 |
107 | 115929 | 137003.720836781 | -21074.7208367812 |
108 | 24266 | 31325.8949047295 | -7059.89490472953 |
109 | 162901 | 153604.049679393 | 9296.95032060735 |
110 | 109825 | 112060.808274756 | -2235.80827475578 |
111 | 129838 | 111085.800189824 | 18752.1998101757 |
112 | 37510 | 54375.1354244136 | -16865.1354244136 |
113 | 43750 | 41579.5536522036 | 2170.44634779641 |
114 | 40652 | 67580.5223221693 | -26928.5223221693 |
115 | 87771 | 108707.840815634 | -20936.8408156342 |
116 | 85872 | 96714.1287129768 | -10842.1287129768 |
117 | 89275 | 90701.3803220581 | -1426.38032205807 |
118 | 44418 | 53955.9736839146 | -9537.97368391464 |
119 | 192565 | 87757.5694129443 | 104807.430587056 |
120 | 35232 | 29625.2873570151 | 5606.71264298486 |
121 | 40909 | 52507.8216343652 | -11598.8216343652 |
122 | 13294 | 21684.3987732292 | -8390.39877322918 |
123 | 32387 | 46081.2456039372 | -13694.2456039372 |
124 | 140867 | 51916.4099480312 | 88950.5900519688 |
125 | 120662 | 100832.798557219 | 19829.2014427808 |
126 | 21233 | 30486.4243325722 | -9253.42433257215 |
127 | 44332 | 33412.0596362364 | 10919.9403637636 |
128 | 61056 | 52906.9487631438 | 8149.05123685617 |
129 | 101338 | 89127.4883911785 | 12210.5116088215 |
130 | 1168 | 9121.9350884016 | -7953.9350884016 |
131 | 13497 | 16619.9209352229 | -3122.9209352229 |
132 | 65567 | 78600.5359214603 | -13033.5359214603 |
133 | 25162 | 33212.4768041761 | -8050.47680417608 |
134 | 32334 | 40507.1341261503 | -8173.1341261503 |
135 | 40735 | 58498.4137537094 | -17763.4137537094 |
136 | 91413 | 118729.856809971 | -27316.8568099715 |
137 | 855 | 8410.97111347228 | -7555.97111347228 |
138 | 97068 | 78894.8601364124 | 18173.1398635876 |
139 | 44339 | 16758.8622104413 | 27580.1377895587 |
140 | 14116 | 21299.5974684507 | -7183.59746845067 |
141 | 10288 | 17151.1242287395 | -6863.12422873947 |
142 | 65622 | 51360.3728191956 | 14261.6271808044 |
143 | 16563 | 15917.6086773863 | 645.391322613681 |
144 | 76643 | 96892.5023947631 | -20249.5023947631 |
145 | 110681 | 89068.9197721398 | 21612.0802278602 |
146 | 29011 | 24779.7981233243 | 4231.20187667566 |
147 | 92696 | 55384.7001521241 | 37311.2998478759 |
148 | 94785 | 58651.4478257569 | 36133.5521742431 |
149 | 8773 | 17466.337302372 | -8693.337302372 |
150 | 83209 | 66536.1623293677 | 16672.8376706323 |
151 | 93815 | 106493.285868464 | -12678.2858684642 |
152 | 86687 | 94010.5627197988 | -7323.5627197988 |
153 | 34553 | 30710.5073914826 | 3842.49260851743 |
154 | 105547 | 128245.892992121 | -22698.8929921208 |
155 | 103487 | 102175.676845549 | 1311.32315445055 |
156 | 213688 | 157660.308374302 | 56027.6916256981 |
157 | 71220 | 75965.7782594021 | -4745.77825940215 |
158 | 23517 | 25388.1133148638 | -1871.11331486377 |
159 | 56926 | 47020.4777729422 | 9905.52222705783 |
160 | 91721 | 80874.8188314797 | 10846.1811685203 |
161 | 115168 | 119950.471531635 | -4782.47153163498 |
162 | 111194 | 47568.6302668118 | 63625.3697331882 |
163 | 51009 | 43057.4281870611 | 7951.57181293886 |
164 | 135777 | 107722.39158038 | 28054.6084196199 |
165 | 51513 | 63694.5877630105 | -12181.5877630105 |
166 | 74163 | 97546.3754442696 | -23383.3754442696 |
167 | 51633 | 71524.5878277725 | -19891.5878277725 |
168 | 75345 | 47815.1956435608 | 27529.8043564392 |
169 | 33416 | 48808.024694503 | -15392.024694503 |
170 | 83305 | 51506.6289016858 | 31798.3710983141 |
171 | 98952 | 92121.9072825943 | 6830.09271740575 |
172 | 102372 | 98140.3306905563 | 4231.66930944369 |
173 | 37238 | 31071.6379494444 | 6166.36205055559 |
174 | 103772 | 122908.058657184 | -19136.0586571835 |
175 | 123969 | 78938.6329881974 | 45030.3670118026 |
176 | 27142 | 38236.2591426823 | -11094.2591426823 |
177 | 135400 | 101407.724205804 | 33992.275794196 |
178 | 21399 | 24739.431184475 | -3340.43118447503 |
179 | 130115 | 110654.943738037 | 19460.0562619632 |
180 | 24874 | 37466.3428333356 | -12592.3428333356 |
181 | 34988 | 26943.8941617149 | 8044.1058382851 |
182 | 45549 | 17516.4534779026 | 28032.5465220974 |
183 | 6023 | 10748.1807917611 | -4725.18079176111 |
184 | 64466 | 73801.682076287 | -9335.68207628696 |
185 | 54990 | 97071.2028567083 | -42081.2028567083 |
186 | 1644 | 8109.36126287324 | -6465.36126287324 |
187 | 6179 | 17614.3390718052 | -11435.3390718052 |
188 | 3926 | 11694.009509414 | -7768.00950941396 |
189 | 32755 | 45043.3662726897 | -12288.3662726897 |
190 | 34777 | 30796.1782225019 | 3980.82177749808 |
191 | 73224 | 60233.344131933 | 12990.655868067 |
192 | 27114 | 28185.7764155075 | -1071.77641550753 |
193 | 20760 | 32060.626239592 | -11300.626239592 |
194 | 37636 | 40321.2076267014 | -2685.20762670143 |
195 | 65461 | 65041.114554279 | 419.885445720963 |
196 | 30080 | 38111.6141766093 | -8031.61417660931 |
197 | 24094 | 29770.8469059944 | -5676.84690599442 |
198 | 69008 | 33801.590830149 | 35206.409169851 |
199 | 54968 | 32616.7091546069 | 22351.2908453931 |
200 | 46090 | 32926.521326677 | 13163.478673323 |
201 | 27507 | 37930.2118948984 | -10423.2118948984 |
202 | 10672 | 24477.0175778599 | -13805.0175778599 |
203 | 34029 | 31304.2588075781 | 2724.74119242188 |
204 | 46300 | 43618.8557631638 | 2681.14423683624 |
205 | 24760 | 34692.7629431348 | -9932.76294313481 |
206 | 18779 | 18073.069791775 | 705.930208224993 |
207 | 21280 | 27528.6783375576 | -6248.67833755763 |
208 | 40662 | 42697.8463436851 | -2035.84634368513 |
209 | 28987 | 35517.2778660042 | -6530.27786600415 |
210 | 22827 | 39400.1385378596 | -16573.1385378596 |
211 | 18513 | 34752.0376441958 | -16239.0376441958 |
212 | 30594 | 28442.5584236607 | 2151.44157633933 |
213 | 24006 | 25401.1613064383 | -1395.16130643827 |
214 | 27913 | 35351.5537585147 | -7438.55375851469 |
215 | 42744 | 32891.1417474555 | 9852.85825254451 |
216 | 12934 | 30166.1273044015 | -17232.1273044015 |
217 | 22574 | 23439.0431966738 | -865.043196673751 |
218 | 41385 | 37155.9179710314 | 4229.08202896856 |
219 | 18653 | 33851.6789194593 | -15198.6789194593 |
220 | 18472 | 23137.0070169708 | -4665.00701697076 |
221 | 30976 | 34546.993933664 | -3570.99393366398 |
222 | 63339 | 69676.5011752334 | -6337.5011752334 |
223 | 25568 | 39885.9593167766 | -14317.9593167766 |
224 | 33747 | 34769.1312101294 | -1022.13121012936 |
225 | 4154 | 12802.7022754845 | -8648.70227548452 |
226 | 19474 | 35091.4572810845 | -15617.4572810845 |
227 | 35130 | 18966.6957567628 | 16163.3042432372 |
228 | 39067 | 33830.2053928698 | 5236.7946071302 |
229 | 13310 | 21541.0444247437 | -8231.04442474367 |
230 | 65892 | 30181.0442373084 | 35710.9557626916 |
231 | 4143 | 14928.8056327523 | -10785.8056327523 |
232 | 28579 | 33043.9053129681 | -4464.90531296811 |
233 | 51776 | 37032.1622098254 | 14743.8377901746 |
234 | 21152 | 22606.2299848103 | -1454.22998481031 |
235 | 38084 | 32670.3189790315 | 5413.6810209685 |
236 | 27717 | 29053.1648185353 | -1336.16481853533 |
237 | 32928 | 29602.0323975183 | 3325.96760248168 |
238 | 11342 | 23015.9976844398 | -11673.9976844398 |
239 | 19499 | 28591.1587273833 | -9092.15872738332 |
240 | 16380 | 18480.7122455365 | -2100.71224553652 |
241 | 36874 | 29549.6291222258 | 7324.37087777417 |
242 | 48259 | 54276.6005546319 | -6017.60055463188 |
243 | 16734 | 22698.2078652954 | -5964.2078652954 |
244 | 28207 | 27858.5925348835 | 348.407465116548 |
245 | 30143 | 28422.7275439771 | 1720.27245602289 |
246 | 41369 | 33978.2305299331 | 7390.7694700669 |
247 | 45833 | 37728.8794773813 | 8104.12052261869 |
248 | 29156 | 25793.1613248014 | 3362.8386751986 |
249 | 35944 | 18329.6650529588 | 17614.3349470412 |
250 | 36278 | 21760.6426796653 | 14517.3573203347 |
251 | 45588 | 43292.0958316698 | 2295.90416833016 |
252 | 45097 | 39071.0004355396 | 6025.99956446037 |
253 | 3895 | 5584.37179712577 | -1689.37179712577 |
254 | 28394 | 28678.6652389188 | -284.665238918804 |
255 | 18632 | 26650.6510409542 | -8018.65104095419 |
256 | 2325 | 5036.5421860749 | -2711.5421860749 |
257 | 25139 | 18169.8414036053 | 6969.15859639465 |
258 | 27975 | 23792.2113158219 | 4182.78868417806 |
259 | 14483 | 24697.0525321964 | -10214.0525321964 |
260 | 13127 | 16914.0978207329 | -3787.09782073295 |
261 | 5839 | 10765.4180663049 | -4926.41806630491 |
262 | 24069 | 33052.750300053 | -8983.75030005305 |
263 | 3738 | 6852.34836331417 | -3114.34836331417 |
264 | 18625 | 25975.5978275302 | -7350.59782753015 |
265 | 36341 | 20910.6650303623 | 15430.3349696377 |
266 | 24548 | 28285.3091030156 | -3737.30910301559 |
267 | 21792 | 29453.1836266289 | -7661.18362662895 |
268 | 26263 | 18257.5604201141 | 8005.4395798859 |
269 | 23686 | 35613.6580521736 | -11927.6580521736 |
270 | 49303 | 35196.5097873689 | 14106.4902126311 |
271 | 25659 | 31682.7572787694 | -6023.75727876938 |
272 | 28904 | 24545.686738308 | 4358.31326169201 |
273 | 2781 | 1335.12995219839 | 1445.87004780161 |
274 | 29236 | 32480.7076912508 | -3244.70769125085 |
275 | 19546 | 18628.4615722659 | 917.538427734096 |
276 | 22818 | 29211.1730031191 | -6393.17300311906 |
277 | 32689 | 15360.7148449891 | 17328.2851550109 |
278 | 5752 | 9790.44839809219 | -4038.44839809219 |
279 | 22197 | 35620.7245125782 | -13423.7245125782 |
280 | 20055 | 25623.0218782715 | -5568.02187827153 |
281 | 25272 | 24539.1030193249 | 732.896980675089 |
282 | 82206 | 18215.2815340326 | 63990.7184659674 |
283 | 32073 | 23226.6366209432 | 8846.36337905676 |
284 | 5444 | 7726.97970951881 | -2282.97970951881 |
285 | 20154 | 21409.8275006196 | -1255.82750061959 |
286 | 36944 | 18123.6674176208 | 18820.3325823792 |
287 | 8019 | 16754.5726867679 | -8735.57268676785 |
288 | 30884 | 35737.7492784687 | -4853.74927846875 |
289 | 19540 | 27415.5500678301 | -7875.55006783007 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
12 | 0.307162737710087 | 0.614325475420173 | 0.692837262289913 |
13 | 0.168059014093459 | 0.336118028186919 | 0.831940985906541 |
14 | 0.0838351787540781 | 0.167670357508156 | 0.916164821245922 |
15 | 0.0434149713496709 | 0.0868299426993418 | 0.956585028650329 |
16 | 0.0224735714752952 | 0.0449471429505903 | 0.977526428524705 |
17 | 0.0233934705216235 | 0.0467869410432469 | 0.976606529478377 |
18 | 0.0373874586182574 | 0.0747749172365148 | 0.962612541381743 |
19 | 0.0509889296017851 | 0.10197785920357 | 0.949011070398215 |
20 | 0.0675983006949234 | 0.135196601389847 | 0.932401699305077 |
21 | 0.10184023268223 | 0.20368046536446 | 0.89815976731777 |
22 | 0.0719252485536008 | 0.143850497107202 | 0.928074751446399 |
23 | 0.0492934097329 | 0.0985868194658001 | 0.9507065902671 |
24 | 0.0414867556876724 | 0.0829735113753447 | 0.958513244312328 |
25 | 0.0374234275957431 | 0.0748468551914862 | 0.962576572404257 |
26 | 0.0560352855124352 | 0.11207057102487 | 0.943964714487565 |
27 | 0.0382384671180872 | 0.0764769342361744 | 0.961761532881913 |
28 | 0.0257802858181082 | 0.0515605716362165 | 0.974219714181892 |
29 | 0.0200412842785237 | 0.0400825685570474 | 0.979958715721476 |
30 | 0.0147194135434067 | 0.0294388270868133 | 0.985280586456593 |
31 | 0.0120136625995037 | 0.0240273251990074 | 0.987986337400496 |
32 | 0.00778576659785089 | 0.0155715331957018 | 0.992214233402149 |
33 | 0.00537067822529468 | 0.0107413564505894 | 0.994629321774705 |
34 | 0.00344568408905319 | 0.00689136817810639 | 0.996554315910947 |
35 | 0.0091511724193997 | 0.0183023448387994 | 0.9908488275806 |
36 | 0.0132863458716699 | 0.0265726917433398 | 0.98671365412833 |
37 | 0.00893715709973556 | 0.0178743141994711 | 0.991062842900264 |
38 | 0.0083076890529553 | 0.0166153781059106 | 0.991692310947045 |
39 | 0.00582822204811517 | 0.0116564440962303 | 0.994171777951885 |
40 | 0.00405721936043301 | 0.00811443872086601 | 0.995942780639567 |
41 | 0.00379883122038903 | 0.00759766244077806 | 0.996201168779611 |
42 | 0.00537791792531599 | 0.010755835850632 | 0.994622082074684 |
43 | 0.00353866389734202 | 0.00707732779468404 | 0.996461336102658 |
44 | 0.00273675535787459 | 0.00547351071574917 | 0.997263244642125 |
45 | 0.00829820823118939 | 0.0165964164623788 | 0.991701791768811 |
46 | 0.00691576687548951 | 0.013831533750979 | 0.99308423312451 |
47 | 0.00475663845663398 | 0.00951327691326795 | 0.995243361543366 |
48 | 0.00325543919364168 | 0.00651087838728336 | 0.996744560806358 |
49 | 0.00241160582741129 | 0.00482321165482258 | 0.997588394172589 |
50 | 0.00431943733700893 | 0.00863887467401785 | 0.995680562662991 |
51 | 0.0215442019214486 | 0.0430884038428972 | 0.978455798078551 |
52 | 0.0180713597811703 | 0.0361427195623407 | 0.98192864021883 |
53 | 0.0131819504259212 | 0.0263639008518423 | 0.986818049574079 |
54 | 0.0228067888406283 | 0.0456135776812567 | 0.977193211159372 |
55 | 0.019582198017446 | 0.0391643960348919 | 0.980417801982554 |
56 | 0.0155562830914978 | 0.0311125661829955 | 0.984443716908502 |
57 | 0.0132034897051744 | 0.0264069794103488 | 0.986796510294826 |
58 | 0.0102504638367127 | 0.0205009276734255 | 0.989749536163287 |
59 | 0.00755091987854981 | 0.0151018397570996 | 0.99244908012145 |
60 | 0.00580214979955788 | 0.0116042995991158 | 0.994197850200442 |
61 | 0.00419566531629368 | 0.00839133063258735 | 0.995804334683706 |
62 | 0.00678020407576238 | 0.0135604081515248 | 0.993219795924238 |
63 | 0.014691703548317 | 0.029383407096634 | 0.985308296451683 |
64 | 0.0113447786449003 | 0.0226895572898007 | 0.9886552213551 |
65 | 0.010333443628673 | 0.020666887257346 | 0.989666556371327 |
66 | 0.00976150955166476 | 0.0195230191033295 | 0.990238490448335 |
67 | 0.00787038873139669 | 0.0157407774627934 | 0.992129611268603 |
68 | 0.00623868799828428 | 0.0124773759965686 | 0.993761312001716 |
69 | 0.00470705092478461 | 0.00941410184956922 | 0.995292949075215 |
70 | 0.00676697134036457 | 0.0135339426807291 | 0.993233028659635 |
71 | 0.00519365617972087 | 0.0103873123594417 | 0.994806343820279 |
72 | 0.00388917257673788 | 0.00777834515347576 | 0.996110827423262 |
73 | 0.00402420854294824 | 0.00804841708589647 | 0.995975791457052 |
74 | 0.00629394452643156 | 0.0125878890528631 | 0.993706055473568 |
75 | 0.00877126091130884 | 0.0175425218226177 | 0.991228739088691 |
76 | 0.00721892173675679 | 0.0144378434735136 | 0.992781078263243 |
77 | 0.00582615489375107 | 0.0116523097875021 | 0.994173845106249 |
78 | 0.00680275381784102 | 0.013605507635682 | 0.993197246182159 |
79 | 0.00634992698587423 | 0.0126998539717485 | 0.993650073014126 |
80 | 0.00552775827434238 | 0.0110555165486848 | 0.994472241725658 |
81 | 0.00417314047198738 | 0.00834628094397476 | 0.995826859528013 |
82 | 0.00314507345264094 | 0.00629014690528188 | 0.996854926547359 |
83 | 0.00236956117149445 | 0.00473912234298889 | 0.997630438828506 |
84 | 0.00174853157401435 | 0.00349706314802869 | 0.998251468425986 |
85 | 0.978200842647367 | 0.0435983147052651 | 0.0217991573526325 |
86 | 0.973424623178804 | 0.0531507536423924 | 0.0265753768211962 |
87 | 0.96759707505429 | 0.0648058498914204 | 0.0324029249457102 |
88 | 0.962095256897006 | 0.0758094862059878 | 0.0379047431029939 |
89 | 0.956352197939224 | 0.0872956041215529 | 0.0436478020607764 |
90 | 0.958957792356913 | 0.0820844152861738 | 0.0410422076430869 |
91 | 0.951166036694405 | 0.0976679266111894 | 0.0488339633055947 |
92 | 0.948990327631812 | 0.102019344736376 | 0.0510096723681878 |
93 | 0.945218763999909 | 0.109562472000181 | 0.0547812360000906 |
94 | 0.937889089623603 | 0.124221820752793 | 0.0621109103763966 |
95 | 0.928587650979537 | 0.142824698040925 | 0.0714123490204627 |
96 | 0.920234463383876 | 0.159531073232248 | 0.0797655366161241 |
97 | 0.936153369821712 | 0.127693260356576 | 0.0638466301782882 |
98 | 0.952870858410319 | 0.0942582831793622 | 0.0471291415896811 |
99 | 0.957187258127266 | 0.0856254837454673 | 0.0428127418727336 |
100 | 0.951312851721467 | 0.097374296557066 | 0.048687148278533 |
101 | 0.946227406390528 | 0.107545187218943 | 0.0537725936094715 |
102 | 0.940748634855899 | 0.118502730288203 | 0.0592513651441015 |
103 | 0.931064576015634 | 0.137870847968731 | 0.0689354239843657 |
104 | 0.952931418150764 | 0.0941371636984712 | 0.0470685818492356 |
105 | 0.961263931255327 | 0.0774721374893451 | 0.0387360687446726 |
106 | 0.9738539411205 | 0.0522921177590002 | 0.0261460588795001 |
107 | 0.976115959909705 | 0.0477680801805908 | 0.0238840400902954 |
108 | 0.97111813095526 | 0.0577637380894801 | 0.0288818690447401 |
109 | 0.967491990062118 | 0.0650160198757635 | 0.0325080099378817 |
110 | 0.962943469175163 | 0.0741130616496748 | 0.0370565308248374 |
111 | 0.961433402928173 | 0.0771331941436548 | 0.0385665970718274 |
112 | 0.963393056879916 | 0.0732138862401683 | 0.0366069431200842 |
113 | 0.956060943663255 | 0.0878781126734906 | 0.0439390563367453 |
114 | 0.964534338006878 | 0.0709313239862447 | 0.0354656619931224 |
115 | 0.965324811387905 | 0.0693503772241893 | 0.0346751886120946 |
116 | 0.961986192173231 | 0.0760276156535377 | 0.0380138078267689 |
117 | 0.95478301624208 | 0.0904339675158394 | 0.0452169837579197 |
118 | 0.947522130816579 | 0.104955738366842 | 0.0524778691834211 |
119 | 0.999928434510088 | 0.000143130979823454 | 7.15654899117272e-05 |
120 | 0.99990458187232 | 0.000190836255359711 | 9.54181276798557e-05 |
121 | 0.999875947779434 | 0.000248104441131819 | 0.00012405222056591 |
122 | 0.999835318557991 | 0.000329362884016977 | 0.000164681442008489 |
123 | 0.999804110973671 | 0.000391778052658934 | 0.000195889026329467 |
124 | 0.999999911139597 | 1.77720806666458e-07 | 8.88604033332291e-08 |
125 | 0.99999991664603 | 1.66707939718016e-07 | 8.33539698590079e-08 |
126 | 0.999999876995847 | 2.46008305862999e-07 | 1.230041529315e-07 |
127 | 0.999999839308905 | 3.21382190098605e-07 | 1.60691095049303e-07 |
128 | 0.999999774774658 | 4.50450684529841e-07 | 2.2522534226492e-07 |
129 | 0.999999696332352 | 6.07335295098377e-07 | 3.03667647549188e-07 |
130 | 0.99999956061894 | 8.78762119673757e-07 | 4.39381059836879e-07 |
131 | 0.999999356721816 | 1.28655636828307e-06 | 6.43278184141537e-07 |
132 | 0.99999927248322 | 1.45503355982845e-06 | 7.27516779914225e-07 |
133 | 0.999999019256633 | 1.96148673352157e-06 | 9.80743366760785e-07 |
134 | 0.999998712998785 | 2.57400242934988e-06 | 1.28700121467494e-06 |
135 | 0.999999449410062 | 1.10117987551046e-06 | 5.5058993775523e-07 |
136 | 0.999999589702812 | 8.20594375908474e-07 | 4.10297187954237e-07 |
137 | 0.999999403213033 | 1.19357393348075e-06 | 5.96786966740377e-07 |
138 | 0.999999373972869 | 1.25205426154746e-06 | 6.26027130773731e-07 |
139 | 0.999999623325729 | 7.53348541593027e-07 | 3.76674270796514e-07 |
140 | 0.99999946683449 | 1.06633102056118e-06 | 5.3316551028059e-07 |
141 | 0.999999205039541 | 1.58992091758255e-06 | 7.94960458791276e-07 |
142 | 0.999999167478988 | 1.66504202458715e-06 | 8.32521012293573e-07 |
143 | 0.999998734507892 | 2.5309842159664e-06 | 1.2654921079832e-06 |
144 | 0.999998811585163 | 2.37682967463274e-06 | 1.18841483731637e-06 |
145 | 0.999998705099953 | 2.58980009375314e-06 | 1.29490004687657e-06 |
146 | 0.999998061512305 | 3.87697539036247e-06 | 1.93848769518123e-06 |
147 | 0.999998948339657 | 2.10332068689618e-06 | 1.05166034344809e-06 |
148 | 0.999999583483797 | 8.33032405218933e-07 | 4.16516202609467e-07 |
149 | 0.999999416095606 | 1.16780878858001e-06 | 5.83904394290005e-07 |
150 | 0.999999281257577 | 1.43748484617728e-06 | 7.18742423088642e-07 |
151 | 0.999999102010115 | 1.79597977072082e-06 | 8.97989885360412e-07 |
152 | 0.999999276391825 | 1.44721635045561e-06 | 7.23608175227805e-07 |
153 | 0.999998929336656 | 2.14132668789349e-06 | 1.07066334394675e-06 |
154 | 0.999999572550349 | 8.54899302293573e-07 | 4.27449651146787e-07 |
155 | 0.999999378856261 | 1.24228747700896e-06 | 6.2114373850448e-07 |
156 | 0.999999973932928 | 5.21341431284134e-08 | 2.60670715642067e-08 |
157 | 0.999999957904404 | 8.41911913609392e-08 | 4.20955956804696e-08 |
158 | 0.999999931738119 | 1.36523761249427e-07 | 6.82618806247137e-08 |
159 | 0.999999901228445 | 1.97543109783902e-07 | 9.87715548919508e-08 |
160 | 0.999999875461559 | 2.4907688144522e-07 | 1.2453844072261e-07 |
161 | 0.999999802556893 | 3.9488621314868e-07 | 1.9744310657434e-07 |
162 | 0.999999998009488 | 3.98102306165787e-09 | 1.99051153082894e-09 |
163 | 0.999999996951462 | 6.09707646715513e-09 | 3.04853823357757e-09 |
164 | 0.999999998014666 | 3.97066731353787e-09 | 1.98533365676893e-09 |
165 | 0.999999997540928 | 4.91814399276968e-09 | 2.45907199638484e-09 |
166 | 0.999999997659419 | 4.68116133994393e-09 | 2.34058066997196e-09 |
167 | 0.99999999799488 | 4.01023958254643e-09 | 2.00511979127322e-09 |
168 | 0.999999997702729 | 4.59454135488216e-09 | 2.29727067744108e-09 |
169 | 0.99999999706179 | 5.87642093866312e-09 | 2.93821046933156e-09 |
170 | 0.999999999377649 | 1.24470142946287e-09 | 6.22350714731437e-10 |
171 | 0.999999999156088 | 1.68782477167915e-09 | 8.43912385839575e-10 |
172 | 0.999999998569211 | 2.86157902206393e-09 | 1.43078951103197e-09 |
173 | 0.999999997535334 | 4.92933157426769e-09 | 2.46466578713384e-09 |
174 | 0.999999998625196 | 2.74960820504887e-09 | 1.37480410252443e-09 |
175 | 0.99999999984348 | 3.13040129675393e-10 | 1.56520064837697e-10 |
176 | 0.999999999751796 | 4.96407919863099e-10 | 2.48203959931549e-10 |
177 | 0.999999999977852 | 4.42961579196668e-11 | 2.21480789598334e-11 |
178 | 0.999999999958824 | 8.23514443618291e-11 | 4.11757221809146e-11 |
179 | 0.999999999992088 | 1.58249446146442e-11 | 7.91247230732209e-12 |
180 | 0.999999999987958 | 2.40843373730135e-11 | 1.20421686865068e-11 |
181 | 0.99999999997926 | 4.14790235956326e-11 | 2.07395117978163e-11 |
182 | 0.999999999991129 | 1.77412809682686e-11 | 8.87064048413431e-12 |
183 | 0.999999999982869 | 3.42628362921815e-11 | 1.71314181460908e-11 |
184 | 0.999999999970795 | 5.84096269885334e-11 | 2.92048134942667e-11 |
185 | 0.999999999994493 | 1.10131672992983e-11 | 5.50658364964913e-12 |
186 | 0.99999999998987 | 2.0259302616477e-11 | 1.01296513082385e-11 |
187 | 0.999999999986859 | 2.62818484295829e-11 | 1.31409242147914e-11 |
188 | 0.999999999983196 | 3.36083925519769e-11 | 1.68041962759885e-11 |
189 | 0.999999999975209 | 4.95821831589318e-11 | 2.47910915794659e-11 |
190 | 0.999999999966287 | 6.74255032667512e-11 | 3.37127516333756e-11 |
191 | 0.999999999937446 | 1.25107125148557e-10 | 6.25535625742784e-11 |
192 | 0.999999999881377 | 2.37246021025944e-10 | 1.18623010512972e-10 |
193 | 0.999999999809694 | 3.80612864972096e-10 | 1.90306432486048e-10 |
194 | 0.999999999653133 | 6.93733302859819e-10 | 3.46866651429909e-10 |
195 | 0.999999999343221 | 1.31355788367327e-09 | 6.56778941836635e-10 |
196 | 0.99999999912261 | 1.75477961202497e-09 | 8.77389806012484e-10 |
197 | 0.999999998433262 | 3.13347537625957e-09 | 1.56673768812978e-09 |
198 | 0.999999999843897 | 3.12205761931961e-10 | 1.5610288096598e-10 |
199 | 0.99999999987631 | 2.47380509835023e-10 | 1.23690254917511e-10 |
200 | 0.99999999985637 | 2.87260972715906e-10 | 1.43630486357953e-10 |
201 | 0.999999999751108 | 4.97783057918126e-10 | 2.48891528959063e-10 |
202 | 0.99999999973743 | 5.25139437405184e-10 | 2.62569718702592e-10 |
203 | 0.999999999492774 | 1.01445131820526e-09 | 5.07225659102631e-10 |
204 | 0.999999999185352 | 1.62929589988809e-09 | 8.14647949944047e-10 |
205 | 0.999999998596959 | 2.80608133552928e-09 | 1.40304066776464e-09 |
206 | 0.99999999739145 | 5.21709996752506e-09 | 2.60854998376253e-09 |
207 | 0.999999995336785 | 9.32643088462096e-09 | 4.66321544231048e-09 |
208 | 0.999999991199809 | 1.76003811604249e-08 | 8.80019058021244e-09 |
209 | 0.999999985343392 | 2.93132153749986e-08 | 1.46566076874993e-08 |
210 | 0.999999987116473 | 2.57670541237205e-08 | 1.28835270618603e-08 |
211 | 0.999999982702831 | 3.45943386583315e-08 | 1.72971693291658e-08 |
212 | 0.999999967764704 | 6.44705911833049e-08 | 3.22352955916525e-08 |
213 | 0.999999940311668 | 1.19376664695083e-07 | 5.96883323475415e-08 |
214 | 0.999999895095461 | 2.09809077936178e-07 | 1.04904538968089e-07 |
215 | 0.999999880173964 | 2.39652072867532e-07 | 1.19826036433766e-07 |
216 | 0.999999865801588 | 2.68396824368603e-07 | 1.34198412184301e-07 |
217 | 0.999999761921821 | 4.76156357728992e-07 | 2.38078178864496e-07 |
218 | 0.999999725555173 | 5.48889654739034e-07 | 2.74444827369517e-07 |
219 | 0.999999629720138 | 7.40559723779237e-07 | 3.70279861889618e-07 |
220 | 0.999999422163663 | 1.15567267482372e-06 | 5.77836337411859e-07 |
221 | 0.999999000184502 | 1.99963099551612e-06 | 9.99815497758058e-07 |
222 | 0.999998467471231 | 3.06505753872601e-06 | 1.532528769363e-06 |
223 | 0.99999798030011 | 4.03939978019043e-06 | 2.01969989009522e-06 |
224 | 0.999996456473565 | 7.0870528704232e-06 | 3.5435264352116e-06 |
225 | 0.999995767294877 | 8.46541024639583e-06 | 4.23270512319791e-06 |
226 | 0.999996677101735 | 6.64579652901047e-06 | 3.32289826450523e-06 |
227 | 0.999995388559163 | 9.22288167412519e-06 | 4.61144083706259e-06 |
228 | 0.999992260097366 | 1.54798052677302e-05 | 7.73990263386508e-06 |
229 | 0.999990520596085 | 1.89588078291943e-05 | 9.47940391459716e-06 |
230 | 0.999998999428899 | 2.00114220120964e-06 | 1.00057110060482e-06 |
231 | 0.999998683692788 | 2.63261442407452e-06 | 1.31630721203726e-06 |
232 | 0.99999755266872 | 4.89466255990367e-06 | 2.44733127995184e-06 |
233 | 0.999996516665584 | 6.96666883145548e-06 | 3.48333441572774e-06 |
234 | 0.999993652316821 | 1.26953663582564e-05 | 6.34768317912821e-06 |
235 | 0.999989180246827 | 2.16395063458681e-05 | 1.08197531729341e-05 |
236 | 0.999980911989161 | 3.81760216776045e-05 | 1.90880108388023e-05 |
237 | 0.999966310948586 | 6.73781028279105e-05 | 3.36890514139553e-05 |
238 | 0.999968836665992 | 6.23266680157371e-05 | 3.11633340078685e-05 |
239 | 0.999952053782497 | 9.58924350055201e-05 | 4.794621750276e-05 |
240 | 0.999928694710654 | 0.000142610578691676 | 7.13052893458378e-05 |
241 | 0.999890713397858 | 0.000218573204284662 | 0.000109286602142331 |
242 | 0.999830921768083 | 0.000338156463834337 | 0.000169078231917169 |
243 | 0.999808223895858 | 0.000383552208284934 | 0.000191776104142467 |
244 | 0.999692817285885 | 0.000614365428230249 | 0.000307182714115124 |
245 | 0.999482174535107 | 0.0010356509297854 | 0.000517825464892698 |
246 | 0.999304606412448 | 0.00139078717510306 | 0.000695393587551532 |
247 | 0.999013759642332 | 0.00197248071533574 | 0.000986240357667872 |
248 | 0.998387188108629 | 0.00322562378274144 | 0.00161281189137072 |
249 | 0.997811581581422 | 0.00437683683715574 | 0.00218841841857787 |
250 | 0.999144048929155 | 0.00171190214169097 | 0.000855951070845484 |
251 | 0.998568057547069 | 0.00286388490586184 | 0.00143194245293092 |
252 | 0.997739713938786 | 0.00452057212242882 | 0.00226028606121441 |
253 | 0.996358273088098 | 0.00728345382380341 | 0.00364172691190171 |
254 | 0.994129413895161 | 0.0117411722096786 | 0.00587058610483932 |
255 | 0.992856107411234 | 0.0142877851775322 | 0.00714389258876609 |
256 | 0.989780083670379 | 0.0204398326592422 | 0.0102199163296211 |
257 | 0.986473726285799 | 0.0270525474284026 | 0.0135262737142013 |
258 | 0.979766521728824 | 0.0404669565423516 | 0.0202334782711758 |
259 | 0.974534305470572 | 0.0509313890588558 | 0.0254656945294279 |
260 | 0.965133331661138 | 0.0697333366777242 | 0.0348666683388621 |
261 | 0.967235260453044 | 0.0655294790939112 | 0.0327647395469556 |
262 | 0.950804341910001 | 0.0983913161799987 | 0.0491956580899993 |
263 | 0.941933260982903 | 0.116133478034193 | 0.0580667390170967 |
264 | 0.915618748813637 | 0.168762502372725 | 0.0843812511863625 |
265 | 0.888690902683071 | 0.222618194633858 | 0.111309097316929 |
266 | 0.844006962954868 | 0.311986074090264 | 0.155993037045132 |
267 | 0.816470330470434 | 0.367059339059132 | 0.183529669529566 |
268 | 0.810857297729799 | 0.378285404540401 | 0.189142702270201 |
269 | 0.754453279659081 | 0.491093440681839 | 0.245546720340919 |
270 | 0.682422742618163 | 0.635154514763673 | 0.317577257381837 |
271 | 0.765388242189184 | 0.469223515621632 | 0.234611757810816 |
272 | 0.676564393602041 | 0.646871212795918 | 0.323435606397959 |
273 | 0.655566809704767 | 0.688866380590466 | 0.344433190295233 |
274 | 0.914071325155543 | 0.171857349688915 | 0.0859286748444573 |
275 | 0.944295850126273 | 0.111408299747454 | 0.0557041498737272 |
276 | 0.890838546771427 | 0.218322906457146 | 0.109161453228573 |
277 | 0.905851460034367 | 0.188297079931265 | 0.0941485399656325 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 152 | 0.571428571428571 | NOK |
5% type I error level | 200 | 0.75187969924812 | NOK |
10% type I error level | 233 | 0.87593984962406 | NOK |