Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = -10754.1287570495 + 312.121322601674logins[t] + 156.727161601708compendium_views_info[t] -68.42679890478compendium_views_pr[t] -795.633222474424shared_compendiums[t] + 413.210591156951blogged_computations[t] + 228.948407403798feedback_messages_p1[t] + 258.04564899951feedback_messages_p120[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) | -10754.1287570495 | 4378.041128 | -2.4564 | 0.01464 | 0.00732 |
logins | 312.121322601674 | 69.022114 | 4.522 | 9e-06 | 5e-06 |
compendium_views_info | 156.727161601708 | 11.320997 | 13.8439 | 0 | 0 |
compendium_views_pr | -68.42679890478 | 38.620943 | -1.7718 | 0.077519 | 0.03876 |
shared_compendiums | -795.633222474424 | 675.464625 | -1.1779 | 0.239831 | 0.119916 |
blogged_computations | 413.210591156951 | 88.465674 | 4.6709 | 5e-06 | 2e-06 |
feedback_messages_p1 | 228.948407403798 | 122.701308 | 1.8659 | 0.063097 | 0.031549 |
feedback_messages_p120 | 258.04564899951 | 128.631238 | 2.0061 | 0.045805 | 0.022903 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.942126402219463 |
R-squared | 0.88760215775899 |
Adjusted R-squared | 0.884802211510993 |
F-TEST (value) | 317.006856254491 |
F-TEST (DF numerator) | 7 |
F-TEST (DF denominator) | 281 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 27946.6527662672 |
Sum Squared Residuals | 219465327635.565 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 144088.145483 | 66818.8545169999 |
2 | 120982 | 121826.918015758 | -844.918015757687 |
3 | 176508 | 162959.31569119 | 13548.6843088102 |
4 | 179321 | 256198.678866046 | -76877.6788660458 |
5 | 123185 | 89490.491369937 | 33694.508630063 |
6 | 52746 | 55729.1817678858 | -2983.18176788583 |
7 | 385534 | 353917.653712883 | 31616.3462871173 |
8 | 33170 | 30366.2946777572 | 2803.70532224279 |
9 | 101645 | 89177.4096283566 | 12467.5903716434 |
10 | 149061 | 161959.03412514 | -12898.0341251403 |
11 | 165446 | 141019.59854806 | 24426.4014519403 |
12 | 237213 | 209079.58804537 | 28133.4119546301 |
13 | 173326 | 192400.634593493 | -19074.6345934927 |
14 | 133131 | 143637.944480408 | -10506.9444804076 |
15 | 258873 | 245063.621230909 | 13809.3787690912 |
16 | 180083 | 151973.969723215 | 28109.0302767845 |
17 | 324799 | 405061.268876748 | -80262.2688767485 |
18 | 230964 | 193961.184190075 | 37002.8158099253 |
19 | 236785 | 231134.865689637 | 5650.13431036342 |
20 | 135473 | 131254.886281696 | 4218.11371830425 |
21 | 202925 | 202490.524418802 | 434.475581198463 |
22 | 215147 | 204514.93194974 | 10632.0680502597 |
23 | 344297 | 242555.094516349 | 101741.905483651 |
24 | 153935 | 116825.99068799 | 37109.0093120098 |
25 | 132943 | 167265.639766101 | -34322.6397661009 |
26 | 174724 | 271446.578324745 | -96722.5783247455 |
27 | 174415 | 228283.060829135 | -53868.0608291348 |
28 | 225548 | 239225.611662718 | -13677.6116627176 |
29 | 223632 | 191844.709028396 | 31787.2909716037 |
30 | 124817 | 134297.677843106 | -9480.67784310614 |
31 | 221698 | 203223.386652057 | 18474.6133479431 |
32 | 210767 | 207763.072569441 | 3003.92743055941 |
33 | 170266 | 169189.625420253 | 1076.37457974749 |
34 | 260561 | 232183.034024681 | 28377.9659753185 |
35 | 84853 | 104557.133894238 | -19704.1338942379 |
36 | 294424 | 268411.751281858 | 26012.2487181416 |
37 | 101011 | 68718.977148205 | 32292.022851795 |
38 | 215641 | 207865.730124353 | 7775.26987564699 |
39 | 325107 | 260980.34230945 | 64126.6576905504 |
40 | 7176 | 5454.40824039384 | 1721.59175960616 |
41 | 167542 | 150847.150194232 | 16694.8498057678 |
42 | 106408 | 70088.5474117535 | 36319.4525882465 |
43 | 96560 | 122497.590477999 | -25937.5904779988 |
44 | 265769 | 275001.902292232 | -9232.90229223218 |
45 | 269651 | 293094.839810066 | -23443.839810066 |
46 | 149112 | 158625.135732533 | -9513.13573253319 |
47 | 175824 | 219681.293597285 | -43857.293597285 |
48 | 152871 | 151497.537501015 | 1373.46249898504 |
49 | 111665 | 107620.786278318 | 4044.21372168215 |
50 | 116408 | 181721.267587928 | -65313.2675879283 |
51 | 362301 | 320528.367432825 | 41772.6325671749 |
52 | 78800 | 92652.3302024814 | -13852.3302024814 |
53 | 183167 | 199952.514879478 | -16785.5148794778 |
54 | 277965 | 303983.56086076 | -26018.5608607598 |
55 | 150629 | 205089.126502956 | -54460.1265029557 |
56 | 168809 | 162721.379915208 | 6087.62008479239 |
57 | 24188 | 37394.1533975653 | -13206.1533975653 |
58 | 329267 | 280340.074985932 | 48926.9250140681 |
59 | 65029 | 68859.9813455626 | -3830.98134556264 |
60 | 101097 | 108080.498194561 | -6983.49819456128 |
61 | 218946 | 210211.94794838 | 8734.05205161993 |
62 | 244052 | 213996.368870959 | 30055.6311290406 |
63 | 341570 | 305154.615412448 | 36415.3845875522 |
64 | 103597 | 94292.7076181216 | 9304.29238187841 |
65 | 233328 | 233310.716392716 | 17.2836072841591 |
66 | 256462 | 255153.995264148 | 1308.00473585168 |
67 | 206161 | 182629.753066646 | 23531.2469333535 |
68 | 311473 | 301358.420874796 | 10114.5791252036 |
69 | 235800 | 226493.330693347 | 9306.6693066528 |
70 | 177939 | 212481.410574289 | -34542.410574289 |
71 | 207176 | 194279.742787106 | 12896.2572128942 |
72 | 196553 | 148759.369236925 | 47793.6307630746 |
73 | 174184 | 132351.185448482 | 41832.8145515184 |
74 | 143246 | 165825.118668606 | -22579.1186686062 |
75 | 187559 | 219652.548269846 | -32093.5482698464 |
76 | 187681 | 205648.913820918 | -17967.9138209181 |
77 | 119016 | 157799.465032422 | -38783.4650324225 |
78 | 182192 | 198186.22440752 | -15994.2244075197 |
79 | 73566 | 98658.4176306831 | -25092.4176306831 |
80 | 194979 | 191761.988148753 | 3217.01185124657 |
81 | 167488 | 164346.765718656 | 3141.23428134434 |
82 | 143756 | 179349.214680996 | -35593.2146809957 |
83 | 275541 | 235462.042334937 | 40078.9576650627 |
84 | 243199 | 213984.138298745 | 29214.8617012547 |
85 | 182999 | 163198.247833996 | 19800.7521660042 |
86 | 135649 | 164883.296645755 | -29234.296645755 |
87 | 152299 | 164479.134746902 | -12180.1347469017 |
88 | 120221 | 138111.111607965 | -17890.1116079647 |
89 | 346485 | 277868.043878727 | 68616.9561212732 |
90 | 145790 | 162432.927360502 | -16642.9273605025 |
91 | 193339 | 161222.950195993 | 32116.0498040073 |
92 | 80953 | 97042.5500588744 | -16089.5500588744 |
93 | 122774 | 151966.761871341 | -29192.7618713408 |
94 | 130585 | 122837.750209071 | 7747.24979092902 |
95 | 112611 | 94150.812133951 | 18460.187866049 |
96 | 286468 | 274093.58350506 | 12374.4164949397 |
97 | 241066 | 212568.61082886 | 28497.3891711395 |
98 | 148446 | 275733.515266834 | -127287.515266834 |
99 | 204713 | 182466.908346748 | 22246.0916532523 |
100 | 182079 | 193328.768934456 | -11249.7689344557 |
101 | 140344 | 123486.342540028 | 16857.6574599722 |
102 | 220516 | 243825.796840242 | -23309.796840242 |
103 | 243060 | 197832.766228653 | 45227.2337713473 |
104 | 162765 | 150885.801047053 | 11879.1989529467 |
105 | 182613 | 151954.582293184 | 30658.4177068164 |
106 | 232138 | 206497.359117364 | 25640.6408826364 |
107 | 265318 | 297033.874519276 | -31715.8745192755 |
108 | 85574 | 92447.3382256535 | -6873.33822565347 |
109 | 310839 | 282339.3073494 | 28499.6926505998 |
110 | 225060 | 224193.070618789 | 866.929381211238 |
111 | 232317 | 216802.130680242 | 15514.8693197583 |
112 | 144966 | 158815.974985247 | -13849.9749852471 |
113 | 43287 | 59172.2932460149 | -15885.2932460149 |
114 | 155754 | 150077.415925537 | 5676.58407446281 |
115 | 164709 | 185344.412122876 | -20635.4121228757 |
116 | 201940 | 231762.628578945 | -29822.6285789451 |
117 | 235454 | 255379.88097177 | -19925.8809717705 |
118 | 220801 | 171332.981052877 | 49468.0189471233 |
119 | 99466 | 95658.1463324541 | 3807.85366754593 |
120 | 92661 | 115417.246126939 | -22756.2461269391 |
121 | 133328 | 135759.095869287 | -2431.09586928741 |
122 | 61361 | 107010.21129648 | -45649.2112964796 |
123 | 125930 | 152490.626895717 | -26560.6268957165 |
124 | 100750 | 156461.550619579 | -55711.5506195794 |
125 | 224549 | 149849.01465407 | 74699.98534593 |
126 | 82316 | 62014.2726179296 | 20301.7273820704 |
127 | 102010 | 91245.6082168955 | 10764.3917831045 |
128 | 101523 | 113657.169334349 | -12134.1693343491 |
129 | 243511 | 220294.254826098 | 23216.745173902 |
130 | 22938 | 20845.7532593708 | 2092.24674062923 |
131 | 41566 | 44417.9210639509 | -2851.92106395094 |
132 | 152474 | 190264.889145793 | -37790.8891457932 |
133 | 61857 | 46818.8785765199 | 15038.1214234801 |
134 | 99923 | 160168.265632708 | -60245.2656327079 |
135 | 132487 | 145583.71837517 | -13096.7183751696 |
136 | 317394 | 260354.169442343 | 57039.8305576573 |
137 | 21054 | 18637.966765245 | 2416.033234755 |
138 | 209641 | 166560.51150924 | 43080.4884907598 |
139 | 22648 | 42115.9881099042 | -19467.9881099042 |
140 | 31414 | 40500.1307837345 | -9086.13078373451 |
141 | 46698 | 70045.4069554053 | -23347.4069554053 |
142 | 131698 | 140335.668532836 | -8637.66853283615 |
143 | 91735 | 84783.9808434136 | 6951.01915658637 |
144 | 244749 | 257097.145273315 | -12348.1452733149 |
145 | 184510 | 176170.339550892 | 8339.66044910816 |
146 | 79863 | 100358.713555243 | -20495.713555243 |
147 | 128423 | 131984.643508682 | -3561.64350868152 |
148 | 97839 | 109276.304947799 | -11437.3049477987 |
149 | 38214 | 57768.4343578338 | -19554.4343578338 |
150 | 151101 | 153318.432113235 | -2217.43211323523 |
151 | 272458 | 249222.870720126 | 23235.1292798739 |
152 | 172494 | 155537.371964032 | 16956.6280359682 |
153 | 108043 | 119615.665423787 | -11572.6654237866 |
154 | 328107 | 322151.631984062 | 5955.36801593765 |
155 | 250579 | 235005.621105271 | 15573.3788947286 |
156 | 351067 | 306903.738302794 | 44163.2616972061 |
157 | 158015 | 139292.671628147 | 18722.3283718526 |
158 | 98866 | 79117.5034116804 | 19748.4965883196 |
159 | 85439 | 108618.963005477 | -23179.9630054773 |
160 | 229242 | 251299.012329768 | -22057.012329768 |
161 | 351619 | 329853.885894999 | 21765.1141050009 |
162 | 84207 | 97834.9178157128 | -13627.9178157128 |
163 | 120445 | 135607.864303231 | -15162.8643032315 |
164 | 324598 | 346701.918559505 | -22103.9185595045 |
165 | 131069 | 162173.895438741 | -31104.8954387408 |
166 | 204271 | 170300.810673868 | 33970.1893261318 |
167 | 165543 | 170341.535547073 | -4798.53554707309 |
168 | 141722 | 124177.127084118 | 17544.8729158824 |
169 | 116048 | 92923.6196702434 | 23124.3803297566 |
170 | 250047 | 161526.081991996 | 88520.9180080043 |
171 | 299775 | 309451.728940302 | -9676.72894030197 |
172 | 195838 | 192048.010312127 | 3789.98968787319 |
173 | 173260 | 171363.590091076 | 1896.40990892426 |
174 | 254488 | 234968.331547729 | 19519.6684522712 |
175 | 104389 | 195010.072643758 | -90621.0726437579 |
176 | 136084 | 132464.913579128 | 3619.08642087157 |
177 | 199476 | 231357.577418821 | -31881.5774188212 |
178 | 92499 | 86107.5029791431 | 6391.49702085694 |
179 | 224330 | 227876.320929255 | -3546.32092925471 |
180 | 135781 | 99196.4607855445 | 36584.5392144555 |
181 | 74408 | 94633.6415491624 | -20225.6415491624 |
182 | 81240 | 135026.644158332 | -53786.6441583318 |
183 | 14688 | 7341.73556974032 | 7346.26443025968 |
184 | 181633 | 158055.285151812 | 23577.7148481884 |
185 | 271856 | 244402.372846345 | 27453.6271536551 |
186 | 7199 | 5296.76195258403 | 1902.23804741597 |
187 | 46660 | 47348.991599427 | -688.991599427021 |
188 | 17547 | 3363.34783537571 | 14183.6521646243 |
189 | 133368 | 124490.681889814 | 8877.31811018553 |
190 | 95227 | 85614.1681574864 | 9612.83184251362 |
191 | 152601 | 119157.961980378 | 33443.0380196218 |
192 | 98146 | 105289.541485514 | -7143.54148551372 |
193 | 79619 | 93399.7049171672 | -13780.7049171672 |
194 | 59194 | 61139.2869829363 | -1945.28698293634 |
195 | 139942 | 142168.263757219 | -2226.26375721859 |
196 | 118612 | 112638.445868547 | 5973.55413145334 |
197 | 72880 | 96143.8746178052 | -23263.8746178052 |
198 | 65475 | 57051.9948815838 | 8423.00511841617 |
199 | 99643 | 130366.872160012 | -30723.8721600125 |
200 | 71965 | 77792.8959691265 | -5827.89596912652 |
201 | 77272 | 71850.9552921309 | 5421.04470786914 |
202 | 49289 | 47243.9557835793 | 2045.04421642073 |
203 | 135131 | 124200.157608529 | 10930.8423914706 |
204 | 108446 | 103418.06323209 | 5027.9367679098 |
205 | 89746 | 120863.274592045 | -31117.2745920451 |
206 | 44296 | 53379.3920352793 | -9083.39203527928 |
207 | 77648 | 84829.2217126645 | -7181.22171266449 |
208 | 181528 | 139497.145663076 | 42030.8543369239 |
209 | 134019 | 110934.144051667 | 23084.8559483332 |
210 | 124064 | 128459.607759782 | -4395.60775978167 |
211 | 92630 | 79314.228622034 | 13315.771377966 |
212 | 121848 | 94829.7683513046 | 27018.2316486954 |
213 | 52915 | 54765.0791959983 | -1850.07919599832 |
214 | 81872 | 83595.0369596605 | -1723.03695966052 |
215 | 58981 | 89070.9076586799 | -30089.9076586799 |
216 | 53515 | 69177.1769236414 | -15662.1769236414 |
217 | 60812 | 94673.5068519427 | -33861.5068519427 |
218 | 56375 | 49539.4190858533 | 6835.58091414673 |
219 | 65490 | 61905.6196934187 | 3584.38030658134 |
220 | 80949 | 57276.4692635131 | 23672.5307364869 |
221 | 76302 | 96262.9705236539 | -19960.9705236539 |
222 | 104011 | 108100.710081051 | -4089.71008105104 |
223 | 98104 | 145120.616447007 | -47016.6164470075 |
224 | 67989 | 62388.8008751526 | 5600.19912484744 |
225 | 30989 | 34010.6740948885 | -3021.67409488848 |
226 | 135458 | 131365.820122208 | 4092.17987779171 |
227 | 73504 | 50387.1220144111 | 23116.8779855889 |
228 | 63123 | 91674.5504091271 | -28551.5504091271 |
229 | 61254 | 83525.3611895687 | -22271.3611895687 |
230 | 74914 | 113471.484190786 | -38557.4841907865 |
231 | 31774 | 46226.8999568032 | -14452.8999568032 |
232 | 81437 | 83599.8726242339 | -2162.87262423389 |
233 | 87186 | 119193.236598035 | -32007.2365980345 |
234 | 50090 | 55374.7964382487 | -5284.79643824875 |
235 | 65745 | 93153.9463657142 | -27408.9463657142 |
236 | 56653 | 70867.5797202248 | -14214.5797202248 |
237 | 158399 | 108671.540782627 | 49727.4592173728 |
238 | 46455 | 52318.7175939476 | -5863.71759394761 |
239 | 73624 | 85262.8007636051 | -11638.8007636051 |
240 | 38395 | 61365.199853509 | -22970.199853509 |
241 | 91899 | 78029.3618309276 | 13869.6381690724 |
242 | 139526 | 139237.652803862 | 288.347196138308 |
243 | 52164 | 68786.8211381375 | -16622.8211381375 |
244 | 51567 | 60567.1036294614 | -9000.10362946137 |
245 | 70551 | 72606.5322944889 | -2055.53229448894 |
246 | 84856 | 93836.7093061795 | -8980.70930617953 |
247 | 102538 | 123183.336872377 | -20645.3368723767 |
248 | 86678 | 67389.7750370968 | 19288.2249629033 |
249 | 85709 | 79155.8403634302 | 6553.15963656983 |
250 | 34662 | 47006.3129572462 | -12344.3129572462 |
251 | 150580 | 136340.33052271 | 14239.6694772898 |
252 | 99611 | 93010.6645689288 | 6600.33543107115 |
253 | 19349 | 7983.1581351597 | 11365.8418648403 |
254 | 99373 | 101480.941665946 | -2107.94166594646 |
255 | 86230 | 109874.608663322 | -23644.6086633224 |
256 | 30837 | 30161.4365847493 | 675.563415250744 |
257 | 31706 | 43609.4241753465 | -11903.4241753465 |
258 | 89806 | 80510.3861614793 | 9295.61383852075 |
259 | 62088 | 49824.1051917297 | 12263.8948082703 |
260 | 40151 | 33161.4586083137 | 6989.54139168634 |
261 | 27634 | 39998.9837511689 | -12364.9837511689 |
262 | 76990 | 71858.4922218952 | 5131.50777810481 |
263 | 37460 | 25832.9639292815 | 11627.0360707185 |
264 | 54157 | 59905.7216426598 | -5748.72164265979 |
265 | 49862 | 64369.4841612599 | -14507.4841612599 |
266 | 84337 | 76175.455503561 | 8161.54449643904 |
267 | 64175 | 86817.3129580873 | -22642.3129580873 |
268 | 59382 | 64327.0560107817 | -4945.05601078168 |
269 | 119308 | 74938.0556070053 | 44369.9443929947 |
270 | 76702 | 93127.3305762322 | -16425.3305762322 |
271 | 103425 | 106167.377971795 | -2742.37797179479 |
272 | 70344 | 69611.0039794274 | 732.996020572599 |
273 | 43410 | 40983.0755363886 | 2426.9244636114 |
274 | 104838 | 100590.19727395 | 4247.80272604981 |
275 | 62215 | 50571.4339484957 | 11643.5660515043 |
276 | 69304 | 84291.9696380022 | -14987.9696380022 |
277 | 53117 | 36520.5896496277 | 16596.4103503723 |
278 | 19764 | 9645.99759943147 | 10118.0024005685 |
279 | 86680 | 90668.0110449358 | -3988.01104493583 |
280 | 84105 | 71706.9317476027 | 12398.0682523973 |
281 | 77945 | 84024.157485325 | -6079.15748532496 |
282 | 89113 | 72337.1908561146 | 16775.8091438854 |
283 | 91005 | 90821.4928504609 | 183.507149539127 |
284 | 40248 | 28116.0205683584 | 12131.9794316416 |
285 | 64187 | 64543.2704630049 | -356.270463004943 |
286 | 50857 | 51335.0743251108 | -478.074325110835 |
287 | 56613 | 53826.393913335 | 2786.60608666498 |
288 | 62792 | 63073.5943218874 | -281.594321887429 |
289 | 72535 | 73909.0852090178 | -1374.08520901778 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
11 | 0.968450331423064 | 0.0630993371538714 | 0.0315496685769357 |
12 | 0.950304901946246 | 0.099390196107508 | 0.049695098053754 |
13 | 0.96646037296232 | 0.0670792540753605 | 0.0335396270376803 |
14 | 0.941616635987503 | 0.116766728024994 | 0.0583833640124971 |
15 | 0.916310823119476 | 0.167378353761048 | 0.0836891768805239 |
16 | 0.874490140751348 | 0.251019718497305 | 0.125509859248652 |
17 | 0.914147873481566 | 0.171704253036867 | 0.0858521265184336 |
18 | 0.882034714734468 | 0.235930570531064 | 0.117965285265532 |
19 | 0.863993242752244 | 0.272013514495513 | 0.136006757247756 |
20 | 0.916395545840536 | 0.167208908318927 | 0.0836044541594637 |
21 | 0.894041380347802 | 0.211917239304396 | 0.105958619652198 |
22 | 0.86222947571861 | 0.275541048562781 | 0.13777052428139 |
23 | 0.997266435634462 | 0.00546712873107501 | 0.00273356436553751 |
24 | 0.99610736940205 | 0.00778526119590007 | 0.00389263059795003 |
25 | 0.996803131893085 | 0.0063937362138301 | 0.00319686810691505 |
26 | 0.999469144972622 | 0.00106171005475576 | 0.000530855027377878 |
27 | 0.999756667657068 | 0.000486664685863367 | 0.000243332342931684 |
28 | 0.999593274999228 | 0.000813450001544452 | 0.000406725000772226 |
29 | 0.999557187677729 | 0.000885624644542112 | 0.000442812322271056 |
30 | 0.999531292899235 | 0.000937414201529526 | 0.000468707100764763 |
31 | 0.999473615177168 | 0.00105276964566345 | 0.000526384822831727 |
32 | 0.999172547698349 | 0.00165490460330168 | 0.000827452301650839 |
33 | 0.998880467154185 | 0.00223906569163099 | 0.0011195328458155 |
34 | 0.998831724167703 | 0.00233655166459484 | 0.00116827583229742 |
35 | 0.9988895294162 | 0.00222094116760013 | 0.00111047058380007 |
36 | 0.998531709839721 | 0.00293658032055855 | 0.00146829016027928 |
37 | 0.997982924629739 | 0.0040341507405212 | 0.0020170753702606 |
38 | 0.997102878929715 | 0.00579424214056925 | 0.00289712107028462 |
39 | 0.999379648514345 | 0.0012407029713109 | 0.000620351485655449 |
40 | 0.999539976935858 | 0.000920046128283445 | 0.000460023064141723 |
41 | 0.999328472209249 | 0.00134305558150201 | 0.000671527790751006 |
42 | 0.999153356301868 | 0.00169328739626496 | 0.000846643698132482 |
43 | 0.998828272292781 | 0.00234345541443792 | 0.00117172770721896 |
44 | 0.998297690395497 | 0.00340461920900697 | 0.00170230960450348 |
45 | 0.998727336159001 | 0.00254532768199859 | 0.0012726638409993 |
46 | 0.998208311887667 | 0.00358337622466533 | 0.00179168811233266 |
47 | 0.99811696161091 | 0.00376607677818085 | 0.00188303838909042 |
48 | 0.997404299895642 | 0.00519140020871565 | 0.00259570010435782 |
49 | 0.996407972051145 | 0.00718405589770968 | 0.00359202794885484 |
50 | 0.999055089845003 | 0.00188982030999378 | 0.000944910154996892 |
51 | 0.999909625870253 | 0.00018074825949444 | 9.03741297472199e-05 |
52 | 0.99988114401413 | 0.000237711971740951 | 0.000118855985870475 |
53 | 0.999852944067313 | 0.000294111865373876 | 0.000147055932686938 |
54 | 0.999820691564114 | 0.000358616871771244 | 0.000179308435885622 |
55 | 0.999944864966783 | 0.000110270066433744 | 5.5135033216872e-05 |
56 | 0.999916106196689 | 0.000167787606621535 | 8.38938033107675e-05 |
57 | 0.99989439533007 | 0.000211209339860231 | 0.000105604669930115 |
58 | 0.999968378824885 | 6.32423502297801e-05 | 3.162117511489e-05 |
59 | 0.999952347345543 | 9.53053089147683e-05 | 4.76526544573841e-05 |
60 | 0.999931370311451 | 0.000137259377097156 | 6.8629688548578e-05 |
61 | 0.999903492912946 | 0.000193014174108442 | 9.65070870542209e-05 |
62 | 0.999898127767787 | 0.000203744464425088 | 0.000101872232212544 |
63 | 0.999913232984707 | 0.000173534030586863 | 8.67670152934316e-05 |
64 | 0.999873741350164 | 0.000252517299671878 | 0.000126258649835939 |
65 | 0.999825633113544 | 0.000348733772912828 | 0.000174366886456414 |
66 | 0.999747065089527 | 0.000505869820946855 | 0.000252934910473427 |
67 | 0.999698345533675 | 0.000603308932650108 | 0.000301654466325054 |
68 | 0.999585672256419 | 0.000828655487162761 | 0.000414327743581381 |
69 | 0.999431514505764 | 0.00113697098847123 | 0.000568485494235615 |
70 | 0.999450371169776 | 0.00109925766044764 | 0.00054962883022382 |
71 | 0.999287355199409 | 0.00142528960118215 | 0.000712644800591074 |
72 | 0.999576308739864 | 0.000847382520271539 | 0.000423691260135769 |
73 | 0.999660848566204 | 0.000678302867591409 | 0.000339151433795704 |
74 | 0.999658260439756 | 0.00068347912048802 | 0.00034173956024401 |
75 | 0.99969091607871 | 0.000618167842579279 | 0.00030908392128964 |
76 | 0.99963787545707 | 0.00072424908586073 | 0.000362124542930365 |
77 | 0.99974930997902 | 0.000501380041959304 | 0.000250690020979652 |
78 | 0.999678938959806 | 0.000642122080388532 | 0.000321061040194266 |
79 | 0.999664796280018 | 0.000670407439963092 | 0.000335203719981546 |
80 | 0.999530330440972 | 0.000939339118056637 | 0.000469669559028319 |
81 | 0.999348912143304 | 0.00130217571339287 | 0.000651087856696436 |
82 | 0.999470564407534 | 0.00105887118493264 | 0.000529435592466322 |
83 | 0.999616981334096 | 0.000766037331808038 | 0.000383018665904019 |
84 | 0.999609330146583 | 0.000781339706834774 | 0.000390669853417387 |
85 | 0.999519165363008 | 0.000961669273984479 | 0.000480834636992239 |
86 | 0.999537761010067 | 0.000924477979866928 | 0.000462238989933464 |
87 | 0.999403961147312 | 0.00119207770537503 | 0.000596038852687516 |
88 | 0.999288942541293 | 0.00142211491741424 | 0.000711057458707122 |
89 | 0.999849542447268 | 0.00030091510546422 | 0.00015045755273211 |
90 | 0.999813133618948 | 0.000373732762104728 | 0.000186866381052364 |
91 | 0.999817939743697 | 0.00036412051260496 | 0.00018206025630248 |
92 | 0.999773359910129 | 0.000453280179741239 | 0.000226640089870619 |
93 | 0.999772291223664 | 0.000455417552673002 | 0.000227708776336501 |
94 | 0.999691482568347 | 0.000617034863306706 | 0.000308517431653353 |
95 | 0.999618641641571 | 0.000762716716858271 | 0.000381358358429135 |
96 | 0.99953378940167 | 0.000932421196660378 | 0.000466210598330189 |
97 | 0.999496424677277 | 0.00100715064544677 | 0.000503575322723383 |
98 | 0.999999692457491 | 6.15085017959203e-07 | 3.07542508979601e-07 |
99 | 0.999999606418498 | 7.87163002908158e-07 | 3.93581501454079e-07 |
100 | 0.999999430431674 | 1.13913665222567e-06 | 5.69568326112834e-07 |
101 | 0.999999234322917 | 1.53135416653585e-06 | 7.65677083267926e-07 |
102 | 0.999999153251033 | 1.69349793388262e-06 | 8.46748966941312e-07 |
103 | 0.9999995948121 | 8.10375800581614e-07 | 4.05187900290807e-07 |
104 | 0.99999940882385 | 1.18235230017543e-06 | 5.91176150087715e-07 |
105 | 0.999999444639434 | 1.11072113267407e-06 | 5.55360566337035e-07 |
106 | 0.999999375640424 | 1.2487191516213e-06 | 6.24359575810648e-07 |
107 | 0.999999414828902 | 1.17034219551592e-06 | 5.85171097757958e-07 |
108 | 0.999999161421173 | 1.67715765376085e-06 | 8.38578826880426e-07 |
109 | 0.999999176877624 | 1.6462447516096e-06 | 8.23122375804799e-07 |
110 | 0.999998735072073 | 2.52985585371083e-06 | 1.26492792685542e-06 |
111 | 0.999998294476189 | 3.41104762270189e-06 | 1.70552381135094e-06 |
112 | 0.999997843963061 | 4.31207387780865e-06 | 2.15603693890432e-06 |
113 | 0.999997260132704 | 5.4797345930178e-06 | 2.7398672965089e-06 |
114 | 0.999995984117945 | 8.03176411082883e-06 | 4.01588205541441e-06 |
115 | 0.999995328715321 | 9.34256935815176e-06 | 4.67128467907588e-06 |
116 | 0.999995664074581 | 8.67185083803078e-06 | 4.33592541901539e-06 |
117 | 0.999995065007294 | 9.86998541236426e-06 | 4.93499270618213e-06 |
118 | 0.999997974649591 | 4.05070081742986e-06 | 2.02535040871493e-06 |
119 | 0.999996949119205 | 6.10176159091203e-06 | 3.05088079545601e-06 |
120 | 0.999996532102438 | 6.93579512468437e-06 | 3.46789756234218e-06 |
121 | 0.999994861906849 | 1.02761863015504e-05 | 5.13809315077519e-06 |
122 | 0.999997678087521 | 4.6438249570186e-06 | 2.3219124785093e-06 |
123 | 0.999997366192859 | 5.26761428202153e-06 | 2.63380714101076e-06 |
124 | 0.999999310317185 | 1.37936563054603e-06 | 6.89682815273017e-07 |
125 | 0.999999960259304 | 7.94813911366241e-08 | 3.9740695568312e-08 |
126 | 0.999999950629548 | 9.87409041165368e-08 | 4.93704520582684e-08 |
127 | 0.999999927745633 | 1.44508734318665e-07 | 7.22543671593326e-08 |
128 | 0.999999894833531 | 2.10332937709286e-07 | 1.05166468854643e-07 |
129 | 0.999999876359643 | 2.47280714681048e-07 | 1.23640357340524e-07 |
130 | 0.999999804637668 | 3.90724663458236e-07 | 1.95362331729118e-07 |
131 | 0.999999697574068 | 6.04851863006006e-07 | 3.02425931503003e-07 |
132 | 0.999999834920945 | 3.30158110447054e-07 | 1.65079055223527e-07 |
133 | 0.999999776277671 | 4.4744465738773e-07 | 2.23722328693865e-07 |
134 | 0.9999999648525 | 7.02950006270906e-08 | 3.51475003135453e-08 |
135 | 0.99999994946144 | 1.01077119714663e-07 | 5.05385598573313e-08 |
136 | 0.999999987238739 | 2.5522521316315e-08 | 1.27612606581575e-08 |
137 | 0.999999979091828 | 4.18163443813272e-08 | 2.09081721906636e-08 |
138 | 0.999999990864857 | 1.82702855543192e-08 | 9.13514277715962e-09 |
139 | 0.999999988626924 | 2.27461518445938e-08 | 1.13730759222969e-08 |
140 | 0.999999982605662 | 3.4788676676067e-08 | 1.73943383380335e-08 |
141 | 0.999999981425402 | 3.71491964828356e-08 | 1.85745982414178e-08 |
142 | 0.999999971363751 | 5.72724984640005e-08 | 2.86362492320002e-08 |
143 | 0.999999955425627 | 8.91487450728878e-08 | 4.45743725364439e-08 |
144 | 0.999999933855116 | 1.322897678332e-07 | 6.61448839165999e-08 |
145 | 0.999999905154837 | 1.89690324976677e-07 | 9.48451624883385e-08 |
146 | 0.999999879478179 | 2.41043641655984e-07 | 1.20521820827992e-07 |
147 | 0.999999818030693 | 3.63938613074069e-07 | 1.81969306537034e-07 |
148 | 0.9999997355181 | 5.28963800638919e-07 | 2.64481900319459e-07 |
149 | 0.999999680027846 | 6.39944308874332e-07 | 3.19972154437166e-07 |
150 | 0.99999949896626 | 1.00206748073085e-06 | 5.01033740365423e-07 |
151 | 0.999999432819961 | 1.13436007908325e-06 | 5.67180039541627e-07 |
152 | 0.999999283317866 | 1.43336426785416e-06 | 7.16682133927082e-07 |
153 | 0.999999019214608 | 1.96157078351525e-06 | 9.80785391757625e-07 |
154 | 0.999998528004274 | 2.9439914520273e-06 | 1.47199572601365e-06 |
155 | 0.99999810948681 | 3.78102638035162e-06 | 1.89051319017581e-06 |
156 | 0.999999383251724 | 1.23349655177371e-06 | 6.16748275886855e-07 |
157 | 0.999999332647271 | 1.33470545883531e-06 | 6.67352729417653e-07 |
158 | 0.999999265112515 | 1.46977497075937e-06 | 7.34887485379684e-07 |
159 | 0.999999159694771 | 1.68061045818745e-06 | 8.40305229093723e-07 |
160 | 0.999999088073068 | 1.82385386320598e-06 | 9.11926931602989e-07 |
161 | 0.999999125003282 | 1.74999343641633e-06 | 8.74996718208163e-07 |
162 | 0.999998733494485 | 2.53301102949698e-06 | 1.26650551474849e-06 |
163 | 0.999998561561351 | 2.87687729865629e-06 | 1.43843864932815e-06 |
164 | 0.999998220821357 | 3.55835728667602e-06 | 1.77917864333801e-06 |
165 | 0.999998383317349 | 3.23336530221211e-06 | 1.61668265110605e-06 |
166 | 0.999999329094286 | 1.34181142751189e-06 | 6.70905713755947e-07 |
167 | 0.999998997577732 | 2.00484453566412e-06 | 1.00242226783206e-06 |
168 | 0.999998560143704 | 2.87971259110746e-06 | 1.43985629555373e-06 |
169 | 0.999998388426648 | 3.22314670429249e-06 | 1.61157335214625e-06 |
170 | 0.999999990239062 | 1.95218751556405e-08 | 9.76093757782027e-09 |
171 | 0.999999983643816 | 3.27123683515606e-08 | 1.63561841757803e-08 |
172 | 0.999999976920469 | 4.61590627237597e-08 | 2.30795313618799e-08 |
173 | 0.999999961693949 | 7.6612102739748e-08 | 3.8306051369874e-08 |
174 | 0.999999984355193 | 3.12896134232592e-08 | 1.56448067116296e-08 |
175 | 0.999999999763523 | 4.72954581236108e-10 | 2.36477290618054e-10 |
176 | 0.999999999605489 | 7.89021771371081e-10 | 3.94510885685541e-10 |
177 | 0.999999999642991 | 7.14018144024478e-10 | 3.57009072012239e-10 |
178 | 0.999999999392268 | 1.21546462558824e-09 | 6.07732312794118e-10 |
179 | 0.999999998931604 | 2.13679247971731e-09 | 1.06839623985865e-09 |
180 | 0.999999999620727 | 7.58546808608967e-10 | 3.79273404304483e-10 |
181 | 0.999999999537393 | 9.2521301469216e-10 | 4.6260650734608e-10 |
182 | 0.99999999996436 | 7.12801631186296e-11 | 3.56400815593148e-11 |
183 | 0.99999999993343 | 1.33139714042999e-10 | 6.65698570214993e-11 |
184 | 0.999999999946098 | 1.07804597305845e-10 | 5.39022986529224e-11 |
185 | 0.999999999983716 | 3.25680416586169e-11 | 1.62840208293085e-11 |
186 | 0.999999999970866 | 5.82685385351301e-11 | 2.9134269267565e-11 |
187 | 0.999999999946992 | 1.0601671522206e-10 | 5.30083576110302e-11 |
188 | 0.999999999902721 | 1.94557233913662e-10 | 9.7278616956831e-11 |
189 | 0.999999999855084 | 2.89831687316515e-10 | 1.44915843658258e-10 |
190 | 0.999999999860298 | 2.79404882017448e-10 | 1.39702441008724e-10 |
191 | 0.999999999988008 | 2.39846528067984e-11 | 1.19923264033992e-11 |
192 | 0.999999999976573 | 4.68531001436628e-11 | 2.34265500718314e-11 |
193 | 0.999999999961458 | 7.70832344421556e-11 | 3.85416172210778e-11 |
194 | 0.999999999925264 | 1.4947251492896e-10 | 7.473625746448e-11 |
195 | 0.999999999862755 | 2.74490640026002e-10 | 1.37245320013001e-10 |
196 | 0.999999999772498 | 4.55003520851967e-10 | 2.27501760425984e-10 |
197 | 0.999999999764341 | 4.71317430384454e-10 | 2.35658715192227e-10 |
198 | 0.999999999569058 | 8.61884113907221e-10 | 4.30942056953611e-10 |
199 | 0.999999999580885 | 8.38230793502823e-10 | 4.19115396751412e-10 |
200 | 0.999999999240875 | 1.51825057678084e-09 | 7.59125288390421e-10 |
201 | 0.999999998599892 | 2.80021652971229e-09 | 1.40010826485615e-09 |
202 | 0.999999997646746 | 4.70650851715845e-09 | 2.35325425857923e-09 |
203 | 0.99999999613989 | 7.72021979657075e-09 | 3.86010989828537e-09 |
204 | 0.999999993008559 | 1.39828822031823e-08 | 6.99144110159113e-09 |
205 | 0.999999993038805 | 1.39223908787333e-08 | 6.96119543936665e-09 |
206 | 0.999999987332225 | 2.53355493849667e-08 | 1.26677746924833e-08 |
207 | 0.999999977808076 | 4.43838483525394e-08 | 2.21919241762697e-08 |
208 | 0.999999996379576 | 7.24084719296937e-09 | 3.62042359648468e-09 |
209 | 0.999999997813371 | 4.3732576160274e-09 | 2.1866288080137e-09 |
210 | 0.999999996135457 | 7.72908678431704e-09 | 3.86454339215852e-09 |
211 | 0.999999994509456 | 1.09810877219128e-08 | 5.49054386095641e-09 |
212 | 0.999999997847698 | 4.30460386040048e-09 | 2.15230193020024e-09 |
213 | 0.999999995804826 | 8.39034731016063e-09 | 4.19517365508031e-09 |
214 | 0.999999991901827 | 1.61963451224922e-08 | 8.09817256124612e-09 |
215 | 0.999999991149632 | 1.77007356739467e-08 | 8.85036783697334e-09 |
216 | 0.999999989936613 | 2.01267741441761e-08 | 1.00633870720881e-08 |
217 | 0.999999994963573 | 1.00728538060962e-08 | 5.0364269030481e-09 |
218 | 0.999999990166102 | 1.96677958634271e-08 | 9.83389793171355e-09 |
219 | 0.999999982850267 | 3.42994668235754e-08 | 1.71497334117877e-08 |
220 | 0.999999981023497 | 3.79530060160167e-08 | 1.89765030080084e-08 |
221 | 0.999999971263647 | 5.74727050756928e-08 | 2.87363525378464e-08 |
222 | 0.999999945122662 | 1.09754675393911e-07 | 5.48773376969555e-08 |
223 | 0.999999980362525 | 3.92749506596844e-08 | 1.96374753298422e-08 |
224 | 0.999999965132965 | 6.97340698911989e-08 | 3.48670349455994e-08 |
225 | 0.999999932779193 | 1.34441613888871e-07 | 6.72208069444356e-08 |
226 | 0.999999885015306 | 2.29969388068789e-07 | 1.14984694034394e-07 |
227 | 0.999999889875361 | 2.20249277667905e-07 | 1.10124638833952e-07 |
228 | 0.999999912445161 | 1.75109677753628e-07 | 8.75548388768139e-08 |
229 | 0.99999990392244 | 1.92155119356807e-07 | 9.60775596784036e-08 |
230 | 0.99999997251478 | 5.49704405184532e-08 | 2.74852202592266e-08 |
231 | 0.999999972385341 | 5.52293178300229e-08 | 2.76146589150114e-08 |
232 | 0.999999943624259 | 1.12751481927079e-07 | 5.63757409635394e-08 |
233 | 0.999999977161259 | 4.56774826041979e-08 | 2.2838741302099e-08 |
234 | 0.999999954405977 | 9.11880465218072e-08 | 4.55940232609036e-08 |
235 | 0.999999956496817 | 8.70063649358619e-08 | 4.3503182467931e-08 |
236 | 0.999999921040693 | 1.57918614760235e-07 | 7.89593073801176e-08 |
237 | 0.999999999513208 | 9.73584397274438e-10 | 4.86792198637219e-10 |
238 | 0.99999999895426 | 2.09148089288121e-09 | 1.0457404464406e-09 |
239 | 0.999999998106654 | 3.78669112354307e-09 | 1.89334556177154e-09 |
240 | 0.999999998861219 | 2.27756104968831e-09 | 1.13878052484416e-09 |
241 | 0.999999998692894 | 2.61421199214355e-09 | 1.30710599607178e-09 |
242 | 0.999999996863818 | 6.27236436728819e-09 | 3.1361821836441e-09 |
243 | 0.99999999619245 | 7.61509957774036e-09 | 3.80754978887018e-09 |
244 | 0.99999999344098 | 1.31180407990346e-08 | 6.55902039951728e-09 |
245 | 0.999999985370435 | 2.92591294856221e-08 | 1.4629564742811e-08 |
246 | 0.999999964747896 | 7.05042078700336e-08 | 3.52521039350168e-08 |
247 | 0.999999944733321 | 1.10533358084306e-07 | 5.52666790421528e-08 |
248 | 0.999999925402646 | 1.49194707544601e-07 | 7.45973537723004e-08 |
249 | 0.999999823686042 | 3.52627915643913e-07 | 1.76313957821957e-07 |
250 | 0.999999680079236 | 6.39841528942827e-07 | 3.19920764471414e-07 |
251 | 0.999999617081133 | 7.65837733828771e-07 | 3.82918866914386e-07 |
252 | 0.999999200767348 | 1.59846530312529e-06 | 7.99232651562646e-07 |
253 | 0.99999815146545 | 3.69706909953045e-06 | 1.84853454976523e-06 |
254 | 0.999995759956596 | 8.48008680762816e-06 | 4.24004340381408e-06 |
255 | 0.999996280350295 | 7.43929941051044e-06 | 3.71964970525522e-06 |
256 | 0.999992122760652 | 1.57544786951291e-05 | 7.87723934756456e-06 |
257 | 0.999991802028066 | 1.63959438678313e-05 | 8.19797193391566e-06 |
258 | 0.999986808224697 | 2.63835506056881e-05 | 1.3191775302844e-05 |
259 | 0.999977659447227 | 4.46811055463078e-05 | 2.23405527731539e-05 |
260 | 0.999949371615312 | 0.000101256769376764 | 5.06283846883819e-05 |
261 | 0.99990008753047 | 0.00019982493906009 | 9.99124695300449e-05 |
262 | 0.99978439534239 | 0.000431209315220669 | 0.000215604657610335 |
263 | 0.999536100603589 | 0.000927798792822414 | 0.000463899396411207 |
264 | 0.99908297804293 | 0.00183404391414097 | 0.000917021957070486 |
265 | 0.999369516945745 | 0.0012609661085103 | 0.000630483054255152 |
266 | 0.998921237416854 | 0.00215752516629199 | 0.001078762583146 |
267 | 0.999415582480381 | 0.0011688350392378 | 0.000584417519618902 |
268 | 0.998932234309659 | 0.00213553138068159 | 0.00106776569034079 |
269 | 0.999996157418255 | 7.6851634904092e-06 | 3.8425817452046e-06 |
270 | 0.999997418627196 | 5.16274560882927e-06 | 2.58137280441463e-06 |
271 | 0.999990070127496 | 1.98597450077625e-05 | 9.92987250388123e-06 |
272 | 0.999965408338573 | 6.91833228548778e-05 | 3.45916614274389e-05 |
273 | 0.999925161933407 | 0.000149676133185622 | 7.48380665928112e-05 |
274 | 0.999768607025015 | 0.000462785949970342 | 0.000231392974985171 |
275 | 0.99937519321859 | 0.0012496135628208 | 0.0006248067814104 |
276 | 0.997275395952334 | 0.00544920809533129 | 0.00272460404766565 |
277 | 0.994821224628071 | 0.0103575507438572 | 0.00517877537192858 |
278 | 0.979405084904466 | 0.0411898301910683 | 0.0205949150955341 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 254 | 0.947761194029851 | NOK |
5% type I error level | 256 | 0.955223880597015 | NOK |
10% type I error level | 259 | 0.966417910447761 | NOK |