Multiple Linear Regression - Estimated Regression Equation |
Time_in_rfc[t] = -6343.20612364815 + 61.8365666596672Pageviews[t] + 102.134101061247Logins[t] + 1218.0279440828Compendiums_Reviewed[t] + 460.598550805408Totblogs[t] -904.83196313817Shared_Compendiums[t] + 104.713276393423Month[t] -47.0525517956657t + 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) | -6343.20612364815 | 9372.586883 | -0.6768 | 0.4991 | 0.24955 |
Pageviews | 61.8365666596672 | 4.225369 | 14.6346 | 0 | 0 |
Logins | 102.134101061247 | 77.835614 | 1.3122 | 0.190531 | 0.095266 |
Compendiums_Reviewed | 1218.0279440828 | 260.875203 | 4.669 | 5e-06 | 2e-06 |
Totblogs | 460.598550805408 | 56.429341 | 8.1624 | 0 | 0 |
Shared_Compendiums | -904.83196313817 | 685.377955 | -1.3202 | 0.187845 | 0.093922 |
Month | 104.713276393423 | 662.242919 | 0.1581 | 0.874476 | 0.437238 |
t | -47.0525517956657 | 26.359142 | -1.7851 | 0.075331 | 0.037665 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.938404211120209 |
R-squared | 0.880602463448143 |
Adjusted R-squared | 0.877628147590979 |
F-TEST (value) | 296.068913235019 |
F-TEST (DF numerator) | 7 |
F-TEST (DF denominator) | 281 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 28803.7143373958 |
Sum Squared Residuals | 233132762656.114 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 187940.774636428 | 22966.225363572 |
2 | 120982 | 130338.222901733 | -9356.22290173322 |
3 | 176508 | 174311.274240375 | 2196.72575962522 |
4 | 179321 | 232711.864380119 | -53390.8643801192 |
5 | 123185 | 106854.050851585 | 16330.9491484151 |
6 | 52746 | 72166.9830832064 | -19420.9830832064 |
7 | 385534 | 297753.642936241 | 87780.3570637592 |
8 | 33170 | 43439.4952996706 | -10269.4952996706 |
9 | 101645 | 99986.1633720152 | 1658.83662798475 |
10 | 149061 | 161507.012101853 | -12446.0121018529 |
11 | 165446 | 152644.584509759 | 12801.4154902407 |
12 | 237213 | 215846.348988215 | 21366.651011785 |
13 | 173326 | 177978.811342278 | -4652.8113422785 |
14 | 133131 | 141674.107191326 | -8543.10719132576 |
15 | 258873 | 240974.79480637 | 17898.2051936299 |
16 | 180083 | 164117.005134634 | 15965.9948653665 |
17 | 324799 | 377288.178389164 | -52489.178389164 |
18 | 230964 | 206041.570941591 | 24922.429058409 |
19 | 236785 | 215262.023199751 | 21522.9768002489 |
20 | 135473 | 150931.421503911 | -15458.4215039108 |
21 | 202925 | 215746.013890602 | -12821.013890602 |
22 | 215147 | 219105.518800929 | -3958.51880092924 |
23 | 344297 | 228963.573846396 | 115333.426153604 |
24 | 153935 | 129611.719912222 | 24323.2800877778 |
25 | 132943 | 167878.335601989 | -34935.3356019894 |
26 | 174724 | 253887.047450201 | -79163.0474502014 |
27 | 174415 | 214429.170819727 | -40014.1708197275 |
28 | 225548 | 234353.830498732 | -8805.8304987321 |
29 | 223632 | 191290.06091118 | 32341.9390888198 |
30 | 124817 | 126401.40234339 | -1584.40234338973 |
31 | 221698 | 201775.863991025 | 19922.1360089749 |
32 | 210767 | 196476.840658066 | 14290.1593419343 |
33 | 170266 | 200581.920065677 | -30315.9200656771 |
34 | 260561 | 216115.489895055 | 44445.5101049448 |
35 | 84853 | 91587.7383727586 | -6734.73837275861 |
36 | 294424 | 264766.85253104 | 29657.1474689596 |
37 | 101011 | 77538.5793848885 | 23472.4206151115 |
38 | 215641 | 186136.952379212 | 29504.0476207883 |
39 | 325107 | 253080.173299677 | 72026.8267003229 |
40 | 7176 | 6164.41896159219 | 1011.58103840781 |
41 | 167542 | 162000.441399684 | 5541.55860031579 |
42 | 106408 | 83370.0530068196 | 23037.9469931804 |
43 | 96560 | 152937.436617018 | -56377.4366170184 |
44 | 265769 | 255512.260511466 | 10256.7394885338 |
45 | 269651 | 244416.968785607 | 25234.0312143933 |
46 | 149112 | 152986.912017457 | -3874.91201745692 |
47 | 175824 | 224069.680383118 | -48245.6803831177 |
48 | 152871 | 145816.388157366 | 7054.61184263426 |
49 | 111665 | 124699.311282585 | -13034.3112825851 |
50 | 116408 | 193042.747247776 | -76634.7472477757 |
51 | 362301 | 340580.529836589 | 21720.4701634108 |
52 | 78800 | 92949.1398482418 | -14149.1398482418 |
53 | 183167 | 217335.145179377 | -34168.1451793774 |
54 | 277965 | 319370.184082621 | -41405.1840826206 |
55 | 150629 | 191121.618445017 | -40492.6184450175 |
56 | 168809 | 166492.436742886 | 2316.56325711445 |
57 | 24188 | 33345.1015849605 | -9157.10158496048 |
58 | 329267 | 262221.232338163 | 67045.7676618369 |
59 | 65029 | 66848.1374182819 | -1819.13741828194 |
60 | 101097 | 99935.4615635196 | 1161.5384364804 |
61 | 218946 | 225141.624873311 | -6195.6248733106 |
62 | 244052 | 240905.070265764 | 3146.92973423625 |
63 | 341570 | 379567.86273286 | -37997.8627328595 |
64 | 103597 | 94672.7763249203 | 8924.22367507968 |
65 | 233328 | 306500.219063913 | -73172.2190639133 |
66 | 256462 | 242683.429394568 | 13778.5706054317 |
67 | 206161 | 161816.894110164 | 44344.1058898364 |
68 | 311473 | 303626.284485355 | 7846.71551464503 |
69 | 235800 | 256531.706650372 | -20731.7066503722 |
70 | 177939 | 192626.51816661 | -14687.5181666096 |
71 | 207176 | 196866.932992207 | 10309.0670077927 |
72 | 196553 | 155474.214400596 | 41078.7855994038 |
73 | 174184 | 153744.764045529 | 20439.2359544709 |
74 | 143246 | 174387.190471185 | -31141.1904711847 |
75 | 187559 | 227159.389314885 | -39600.3893148855 |
76 | 187681 | 207773.793444439 | -20092.7934444389 |
77 | 119016 | 133945.39540875 | -14929.3954087495 |
78 | 182192 | 194156.063616918 | -11964.0636169183 |
79 | 73566 | 82842.7420799278 | -9276.74207992782 |
80 | 194979 | 186112.048020203 | 8866.95197979653 |
81 | 167488 | 165855.169330406 | 1632.83066959443 |
82 | 143756 | 178691.479690984 | -34935.479690984 |
83 | 275541 | 198571.959451127 | 76969.0405488729 |
84 | 243199 | 202265.359186879 | 40933.6408131211 |
85 | 182999 | 151312.275230172 | 31686.7247698276 |
86 | 135649 | 161295.915077613 | -25646.9150776133 |
87 | 152299 | 158298.805728226 | -5999.80572822614 |
88 | 120221 | 130468.667284164 | -10247.6672841643 |
89 | 346485 | 283265.619540626 | 63219.3804593737 |
90 | 145790 | 123094.428573777 | 22695.5714262227 |
91 | 193339 | 205080.636743581 | -11741.6367435809 |
92 | 80953 | 83185.1968949026 | -2232.19689490257 |
93 | 122774 | 137928.167168327 | -15154.1671683273 |
94 | 130585 | 132135.022430849 | -1550.02243084862 |
95 | 112611 | 98098.5917088788 | 14512.4082911212 |
96 | 286468 | 253353.932647612 | 33114.0673523881 |
97 | 241066 | 202554.434649815 | 38511.5653501846 |
98 | 148446 | 266640.115392207 | -118194.115392207 |
99 | 204713 | 186039.964806971 | 18673.0351930285 |
100 | 182079 | 212012.199045208 | -29933.1990452076 |
101 | 140344 | 139907.827261595 | 436.172738405455 |
102 | 220516 | 229444.414846694 | -8928.4148466939 |
103 | 243060 | 202599.499127105 | 40460.5008728952 |
104 | 162765 | 156097.031698326 | 6667.96830167393 |
105 | 182613 | 177687.37608037 | 4925.62391963004 |
106 | 232138 | 222631.043047702 | 9506.95695229774 |
107 | 265318 | 292255.154413891 | -26937.1544138914 |
108 | 85574 | 114751.721744192 | -29177.7217441922 |
109 | 310839 | 308099.402941261 | 2739.59705873879 |
110 | 225060 | 204531.095411663 | 20528.9045883366 |
111 | 232317 | 233721.030480817 | -1404.03048081656 |
112 | 144966 | 150864.532604555 | -5898.53260455539 |
113 | 43287 | 70239.7241822319 | -26952.7241822319 |
114 | 155754 | 156983.18389126 | -1229.18389126037 |
115 | 164709 | 215380.524446252 | -50671.5244462517 |
116 | 201940 | 197778.48227962 | 4161.51772037962 |
117 | 235454 | 221304.261529459 | 14149.7384705405 |
118 | 220801 | 177435.64630356 | 43365.3536964403 |
119 | 99466 | 100661.680810874 | -1195.68081087439 |
120 | 92661 | 130639.93521134 | -37978.9352113396 |
121 | 133328 | 146053.957618698 | -12725.9576186982 |
122 | 61361 | 97508.9914763085 | -36147.9914763085 |
123 | 125930 | 170534.34798149 | -44604.3479814903 |
124 | 100750 | 138795.974930658 | -38045.9749306581 |
125 | 224549 | 158563.206626005 | 65985.7933739947 |
126 | 82316 | 62958.2153658111 | 19357.7846341889 |
127 | 102010 | 86833.2028472635 | 15176.7971527366 |
128 | 101523 | 132696.056742389 | -31173.0567423886 |
129 | 243511 | 225937.347991008 | 17573.6520089919 |
130 | 22938 | 20175.8587607276 | 2762.1412392724 |
131 | 41566 | 45798.6589681155 | -4232.65896811548 |
132 | 152474 | 179143.750768247 | -26669.750768247 |
133 | 61857 | 46553.1223389203 | 15303.8776610797 |
134 | 99923 | 164370.083385438 | -64447.0833854383 |
135 | 132487 | 163191.801966737 | -30704.8019667366 |
136 | 317394 | 270203.451111364 | 47190.5488886358 |
137 | 21054 | 15665.0181617727 | 5388.98183822731 |
138 | 209641 | 163723.108244541 | 45917.8917554591 |
139 | 22648 | 54137.9781966927 | -31489.9781966927 |
140 | 31414 | 45634.0160497139 | -14220.0160497139 |
141 | 46698 | 63684.5547621852 | -16986.5547621852 |
142 | 131698 | 157130.184074803 | -25432.1840748033 |
143 | 91735 | 84118.3900333123 | 7616.60996668774 |
144 | 244749 | 248700.711122019 | -3951.71112201883 |
145 | 184510 | 171618.785889975 | 12891.2141100245 |
146 | 79863 | 120704.894031464 | -40841.8940314644 |
147 | 128423 | 123669.971316764 | 4753.0286832359 |
148 | 97839 | 124063.868992066 | -26224.8689920661 |
149 | 38214 | 43297.9128106608 | -5083.91281066077 |
150 | 151101 | 146555.127337516 | 4545.87266248428 |
151 | 272458 | 239661.637555998 | 32796.3624440017 |
152 | 172494 | 173543.956397735 | -1049.95639773486 |
153 | 108043 | 115084.871505412 | -7041.87150541167 |
154 | 328107 | 282097.391778777 | 46009.6082212231 |
155 | 250579 | 226353.666822035 | 24225.333177965 |
156 | 351067 | 326302.978820027 | 24764.0211799731 |
157 | 158015 | 126029.071237911 | 31985.9287620887 |
158 | 98866 | 92786.0958135134 | 6079.90418648656 |
159 | 85439 | 101881.593158561 | -16442.593158561 |
160 | 229242 | 222437.791084887 | 6804.20891511299 |
161 | 351619 | 345012.248499841 | 6606.75150015897 |
162 | 84207 | 85216.5985230082 | -1009.59852300818 |
163 | 120445 | 131718.171146047 | -11273.1711460473 |
164 | 324598 | 305464.751393138 | 19133.2486068622 |
165 | 131069 | 155887.689194747 | -24818.6891947472 |
166 | 204271 | 175947.318864132 | 28323.6811358684 |
167 | 165543 | 190819.163806086 | -25276.1638060859 |
168 | 141722 | 135726.242554129 | 5995.75744587103 |
169 | 116048 | 103510.097460816 | 12537.9025391845 |
170 | 250047 | 157835.921455704 | 92211.0785442956 |
171 | 299775 | 279039.690622166 | 20735.3093778342 |
172 | 195838 | 221326.035717584 | -25488.0357175837 |
173 | 173260 | 148399.339344536 | 24860.6606554642 |
174 | 254488 | 238323.235295703 | 16164.7647042966 |
175 | 104389 | 161185.86180673 | -56796.8618067295 |
176 | 136084 | 120528.27854892 | 15555.7214510797 |
177 | 199476 | 222715.154363353 | -23239.1543633526 |
178 | 92499 | 79885.8838402077 | 12613.1161597923 |
179 | 224330 | 233190.955612932 | -8860.95561293171 |
180 | 135781 | 94810.7713706733 | 40970.2286293267 |
181 | 74408 | 95877.0401264921 | -21469.0401264921 |
182 | 81240 | 117595.47311413 | -36355.4731141297 |
183 | 14688 | 2217.81272486988 | 12470.1872751301 |
184 | 181633 | 173132.438678096 | 8500.56132190368 |
185 | 271856 | 259699.627588516 | 12156.3724114839 |
186 | 7199 | -1436.26461795929 | 8635.26461795929 |
187 | 46660 | 29336.2349532881 | 17323.7650467119 |
188 | 17547 | -2312.50309648074 | 19859.5030964807 |
189 | 133368 | 134482.09579684 | -1114.09579684026 |
190 | 95227 | 91995.6553068418 | 3231.3446931582 |
191 | 152601 | 125064.05214856 | 27536.9478514397 |
192 | 98146 | 79126.6874234387 | 19019.3125765613 |
193 | 79619 | 105291.078425051 | -25672.0784250509 |
194 | 59194 | 102277.794276141 | -43083.7942761407 |
195 | 139942 | 131596.845268416 | 8345.1547315836 |
196 | 118612 | 129082.2505487 | -10470.2505486999 |
197 | 72880 | 77158.3825015911 | -4278.38250159105 |
198 | 65475 | 64402.4855233507 | 1072.51447664933 |
199 | 99643 | 124205.858330504 | -24562.8583305035 |
200 | 71965 | 90945.7781422933 | -18980.7781422933 |
201 | 77272 | 75390.613682203 | 1881.38631779702 |
202 | 49289 | 55498.3646579781 | -6209.36465797813 |
203 | 135131 | 112020.396176604 | 23110.6038233961 |
204 | 108446 | 97999.5161840058 | 10446.4838159942 |
205 | 89746 | 118768.158149661 | -29022.1581496608 |
206 | 44296 | 52089.7181828067 | -7793.71818280669 |
207 | 77648 | 87362.0874049772 | -9714.08740497715 |
208 | 181528 | 126311.482305046 | 55216.5176949538 |
209 | 134019 | 108260.472507609 | 25758.5274923915 |
210 | 124064 | 107065.886101351 | 16998.1138986494 |
211 | 92630 | 82584.1243682675 | 10045.8756317325 |
212 | 121848 | 105174.929456551 | 16673.0705434487 |
213 | 52915 | 56723.8997139144 | -3808.89971391437 |
214 | 81872 | 63164.100504485 | 18707.899495515 |
215 | 58981 | 84237.4138164528 | -25256.4138164528 |
216 | 53515 | 64782.9243319688 | -11267.9243319688 |
217 | 60812 | 85692.3300653698 | -24880.3300653698 |
218 | 56375 | 50967.6300721749 | 5407.36992782509 |
219 | 65490 | 57728.8816017958 | 7761.11839820423 |
220 | 80949 | 45596.7335536233 | 35352.2664463767 |
221 | 76302 | 87826.171776192 | -11524.171776192 |
222 | 104011 | 129597.786912126 | -25586.7869121259 |
223 | 98104 | 165852.257209303 | -67748.2572093035 |
224 | 67989 | 65834.414339918 | 2154.58566008198 |
225 | 30989 | 26896.8598851647 | 4092.14011483535 |
226 | 135458 | 145863.191216594 | -10405.1912165941 |
227 | 73504 | 59998.0625312918 | 13505.9374687082 |
228 | 63123 | 96143.7336340133 | -33020.7336340133 |
229 | 61254 | 98567.3286425772 | -37313.3286425772 |
230 | 74914 | 117770.32728561 | -42856.3272856102 |
231 | 31774 | 44085.8855136824 | -12311.8855136824 |
232 | 81437 | 92362.0304672926 | -10925.0304672926 |
233 | 87186 | 118447.780115833 | -31261.7801158333 |
234 | 50090 | 59883.3000319493 | -9793.30003194929 |
235 | 65745 | 96552.0074140093 | -30807.0074140093 |
236 | 56653 | 64484.1094916337 | -7831.10949163373 |
237 | 158399 | 98363.1505120368 | 60035.8494879632 |
238 | 46455 | 62983.4532381151 | -16528.4532381151 |
239 | 73624 | 85949.3779038149 | -12325.3779038149 |
240 | 38395 | 59331.9475691733 | -20936.9475691733 |
241 | 91899 | 86521.4621568411 | 5377.53784315893 |
242 | 139526 | 164813.060842919 | -25287.060842919 |
243 | 52164 | 67587.4506669831 | -15423.4506669831 |
244 | 51567 | 52767.9795432869 | -1200.97954328687 |
245 | 70551 | 72975.4675204062 | -2424.46752040619 |
246 | 84856 | 89034.3101231759 | -4178.31012317593 |
247 | 102538 | 131428.064850082 | -28890.0648500823 |
248 | 86678 | 56543.2374734616 | 30134.7625265384 |
249 | 85709 | 73024.9344167036 | 12684.0655832964 |
250 | 34662 | 40605.328952067 | -5943.32895206696 |
251 | 150580 | 133538.024193257 | 17041.9758067429 |
252 | 99611 | 96862.801219192 | 2748.19878080795 |
253 | 19349 | 5317.23160146101 | 14031.768398539 |
254 | 99373 | 95473.9889574903 | 3899.0110425097 |
255 | 86230 | 88906.4694050693 | -2676.46940506926 |
256 | 30837 | 19321.8350457351 | 11515.1649542649 |
257 | 31706 | 40259.0664325538 | -8553.06643255381 |
258 | 89806 | 68900.6789512768 | 20905.3210487232 |
259 | 62088 | 46912.2503609059 | 15175.7496390941 |
260 | 40151 | 30492.7744742434 | 9658.22552575664 |
261 | 27634 | 39423.4808935062 | -11789.4808935062 |
262 | 76990 | 74147.608455425 | 2842.39154457499 |
263 | 37460 | 25942.7953968742 | 11517.2046031258 |
264 | 54157 | 63138.9917876636 | -8981.99178766355 |
265 | 49862 | 56462.4070240871 | -6600.40702408711 |
266 | 84337 | 71659.515330577 | 12677.484669423 |
267 | 64175 | 80594.5198295301 | -16419.5198295301 |
268 | 59382 | 62947.3294552456 | -3565.32945524562 |
269 | 119308 | 64626.8664178451 | 54681.1335821549 |
270 | 76702 | 94332.5131828406 | -17630.5131828406 |
271 | 103425 | 121370.534590462 | -17945.5345904625 |
272 | 70344 | 54747.5839143607 | 15596.4160856393 |
273 | 43410 | 33691.3165527358 | 9718.68344726422 |
274 | 104838 | 94567.3823002149 | 10270.6176997851 |
275 | 62215 | 49993.80978072 | 12221.19021928 |
276 | 69304 | 78836.4188264608 | -9532.41882646081 |
277 | 53117 | 35857.5919977833 | 17259.4080022167 |
278 | 19764 | 6714.27066130607 | 13049.7293386939 |
279 | 86680 | 89860.7626882744 | -3180.76268827443 |
280 | 84105 | 64531.9303622982 | 19573.0696377018 |
281 | 77945 | 75123.8058785003 | 2821.19412149967 |
282 | 89113 | 62988.3528170624 | 26124.6471829375 |
283 | 91005 | 83051.9344927417 | 7953.06550725828 |
284 | 40248 | 21622.7329268728 | 18625.2670731272 |
285 | 64187 | 47572.6841321117 | 16614.3158678883 |
286 | 50857 | 76632.8727419486 | -25775.8727419485 |
287 | 56613 | 54132.6275333492 | 2480.37246665084 |
288 | 62792 | 82238.2881061235 | -19446.2881061235 |
289 | 72535 | 66245.530917423 | 6289.46908257695 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
11 | 0.533268545914142 | 0.933462908171716 | 0.466731454085858 |
12 | 0.937150438679405 | 0.12569912264119 | 0.0628495613205952 |
13 | 0.899591016639604 | 0.200817966720792 | 0.100408983360396 |
14 | 0.838398619508667 | 0.323202760982665 | 0.161601380491333 |
15 | 0.76956124912622 | 0.46087750174756 | 0.23043875087378 |
16 | 0.739301710612786 | 0.521396578774428 | 0.260698289387214 |
17 | 0.822794996883693 | 0.354410006232614 | 0.177205003116307 |
18 | 0.795779450234503 | 0.408441099530995 | 0.204220549765497 |
19 | 0.780481635541505 | 0.43903672891699 | 0.219518364458495 |
20 | 0.797516691976131 | 0.404966616047739 | 0.202483308023869 |
21 | 0.777511114499647 | 0.444977771000706 | 0.222488885500353 |
22 | 0.722253797769877 | 0.555492404460246 | 0.277746202230123 |
23 | 0.968775335747247 | 0.0624493285055055 | 0.0312246642527528 |
24 | 0.959571447628677 | 0.0808571047426455 | 0.0404285523713227 |
25 | 0.946476545095855 | 0.10704690980829 | 0.0535234549041451 |
26 | 0.996274630482507 | 0.00745073903498588 | 0.00372536951749294 |
27 | 0.996188463126333 | 0.00762307374733438 | 0.00381153687366719 |
28 | 0.994105181845285 | 0.0117896363094296 | 0.0058948181547148 |
29 | 0.994323825977791 | 0.0113523480444184 | 0.00567617402220922 |
30 | 0.992396573286958 | 0.0152068534260832 | 0.00760342671304162 |
31 | 0.992277504795263 | 0.0154449904094743 | 0.00772249520473717 |
32 | 0.991266786491759 | 0.0174664270164826 | 0.00873321350824128 |
33 | 0.990211195107113 | 0.0195776097857742 | 0.00978880489288709 |
34 | 0.994190659557814 | 0.011618680884371 | 0.00580934044218551 |
35 | 0.992045853549535 | 0.0159082929009307 | 0.00795414645046535 |
36 | 0.989441831931261 | 0.0211163361374781 | 0.0105581680687391 |
37 | 0.985944380011905 | 0.0281112399761908 | 0.0140556199880954 |
38 | 0.985451107178697 | 0.0290977856426057 | 0.0145488928213029 |
39 | 0.995042856880368 | 0.0099142862392635 | 0.00495714311963175 |
40 | 0.993368983733543 | 0.0132620325329133 | 0.00663101626645663 |
41 | 0.99108232927367 | 0.0178353414526596 | 0.00891767072632982 |
42 | 0.988997642893067 | 0.0220047142138657 | 0.0110023571069329 |
43 | 0.996591349694714 | 0.00681730061057111 | 0.00340865030528555 |
44 | 0.995980594461645 | 0.0080388110767095 | 0.00401940553835475 |
45 | 0.994704824431396 | 0.0105903511372074 | 0.00529517556860371 |
46 | 0.992806949547702 | 0.0143861009045968 | 0.00719305045229838 |
47 | 0.995831577530733 | 0.00833684493853398 | 0.00416842246926699 |
48 | 0.994638924129375 | 0.0107221517412495 | 0.00536107587062475 |
49 | 0.992956800336349 | 0.0140863993273013 | 0.00704319966365066 |
50 | 0.997648714885286 | 0.0047025702294281 | 0.00235128511471405 |
51 | 0.997314854858342 | 0.00537029028331675 | 0.00268514514165838 |
52 | 0.996450661506745 | 0.00709867698650973 | 0.00354933849325487 |
53 | 0.997453312102714 | 0.0050933757945716 | 0.0025466878972858 |
54 | 0.998605099494394 | 0.00278980101121209 | 0.00139490050560605 |
55 | 0.999069280731721 | 0.00186143853655744 | 0.000930719268278719 |
56 | 0.998687700009005 | 0.00262459998198914 | 0.00131229999099457 |
57 | 0.998176511725958 | 0.00364697654808464 | 0.00182348827404232 |
58 | 0.999559611169572 | 0.000880777660855498 | 0.000440388830427749 |
59 | 0.999393603316699 | 0.00121279336660183 | 0.000606396683300917 |
60 | 0.999142580888278 | 0.00171483822344474 | 0.000857419111722369 |
61 | 0.998795249935488 | 0.00240950012902352 | 0.00120475006451176 |
62 | 0.998358649613892 | 0.00328270077221563 | 0.00164135038610782 |
63 | 0.998806210375631 | 0.00238757924873859 | 0.0011937896243693 |
64 | 0.998426111989934 | 0.00314777602013134 | 0.00157388801006567 |
65 | 0.999766195435011 | 0.000467609129977919 | 0.000233804564988959 |
66 | 0.999697630980213 | 0.000604738039573471 | 0.000302369019786735 |
67 | 0.999816697449836 | 0.000366605100327261 | 0.00018330255016363 |
68 | 0.999749682215761 | 0.000500635568478787 | 0.000250317784239393 |
69 | 0.999678576842471 | 0.000642846315059002 | 0.000321423157529501 |
70 | 0.999567694579595 | 0.000864610840809077 | 0.000432305420404539 |
71 | 0.999430937808466 | 0.00113812438306867 | 0.000569062191534334 |
72 | 0.999596257648002 | 0.000807484703996678 | 0.000403742351998339 |
73 | 0.999519147049568 | 0.000961705900864563 | 0.000480852950432281 |
74 | 0.999532886171839 | 0.000934227656322802 | 0.000467113828161401 |
75 | 0.999603247983265 | 0.000793504033470461 | 0.00039675201673523 |
76 | 0.999493183127427 | 0.00101363374514602 | 0.000506816872573009 |
77 | 0.999326254518013 | 0.00134749096397408 | 0.000673745481987042 |
78 | 0.999089795099845 | 0.00182040980030963 | 0.000910204900154816 |
79 | 0.99876786657704 | 0.00246426684591987 | 0.00123213342295993 |
80 | 0.998426175198414 | 0.00314764960317156 | 0.00157382480158578 |
81 | 0.997900894520627 | 0.00419821095874569 | 0.00209910547937284 |
82 | 0.997906288819604 | 0.00418742236079114 | 0.00209371118039557 |
83 | 0.999724023853372 | 0.000551952293256073 | 0.000275976146628037 |
84 | 0.999815880784727 | 0.000368238430545357 | 0.000184119215272679 |
85 | 0.99983003956438 | 0.00033992087123935 | 0.000169960435619675 |
86 | 0.999806524716276 | 0.000386950567449012 | 0.000193475283724506 |
87 | 0.999729918431257 | 0.000540163137486173 | 0.000270081568743087 |
88 | 0.999647216850903 | 0.000705566298193435 | 0.000352783149096717 |
89 | 0.999899577433524 | 0.000200845132952809 | 0.000100422566476404 |
90 | 0.999892385217661 | 0.000215229564677198 | 0.000107614782338599 |
91 | 0.999855263327236 | 0.000289473345528521 | 0.000144736672764261 |
92 | 0.999797584929202 | 0.000404830141595005 | 0.000202415070797502 |
93 | 0.999745129816537 | 0.000509740366925886 | 0.000254870183462943 |
94 | 0.999649958689871 | 0.000700082620257406 | 0.000350041310128703 |
95 | 0.999564902836792 | 0.000870194326415567 | 0.000435097163207784 |
96 | 0.999588172558392 | 0.000823654883215089 | 0.000411827441607544 |
97 | 0.999655359083397 | 0.000689281833206542 | 0.000344640916603271 |
98 | 0.99999862759106 | 2.74481788079055e-06 | 1.37240894039527e-06 |
99 | 0.99999828580621 | 3.42838758030688e-06 | 1.71419379015344e-06 |
100 | 0.999998070501758 | 3.85899648429351e-06 | 1.92949824214676e-06 |
101 | 0.999997098251515 | 5.80349697036592e-06 | 2.90174848518296e-06 |
102 | 0.999995731053569 | 8.53789286219214e-06 | 4.26894643109607e-06 |
103 | 0.999997520558781 | 4.95888243845955e-06 | 2.47944121922977e-06 |
104 | 0.999996444268082 | 7.11146383528017e-06 | 3.55573191764008e-06 |
105 | 0.999994923348798 | 1.01533024030002e-05 | 5.07665120150008e-06 |
106 | 0.999993567829032 | 1.28643419352934e-05 | 6.43217096764669e-06 |
107 | 0.999992882322157 | 1.42353556859701e-05 | 7.11767784298505e-06 |
108 | 0.999992579506917 | 1.48409861665433e-05 | 7.42049308327163e-06 |
109 | 0.999989510825891 | 2.09783482186471e-05 | 1.04891741093235e-05 |
110 | 0.999987956430065 | 2.40871398707689e-05 | 1.20435699353844e-05 |
111 | 0.99998238125863 | 3.52374827406541e-05 | 1.7618741370327e-05 |
112 | 0.999976190594028 | 4.76188119448501e-05 | 2.38094059724251e-05 |
113 | 0.999974182672751 | 5.16346544983499e-05 | 2.5817327249175e-05 |
114 | 0.99996283685701 | 7.4326285980478e-05 | 3.7163142990239e-05 |
115 | 0.999980192284714 | 3.96154305714816e-05 | 1.98077152857408e-05 |
116 | 0.999971861579996 | 5.62768400073207e-05 | 2.81384200036604e-05 |
117 | 0.999963933551686 | 7.21328966279957e-05 | 3.60664483139979e-05 |
118 | 0.999979746569673 | 4.0506860653853e-05 | 2.02534303269265e-05 |
119 | 0.99997182925061 | 5.63414987801116e-05 | 2.81707493900558e-05 |
120 | 0.999976211124255 | 4.75777514893858e-05 | 2.37888757446929e-05 |
121 | 0.999966997628768 | 6.60047424637565e-05 | 3.30023712318783e-05 |
122 | 0.999969633608063 | 6.07327838742185e-05 | 3.03663919371093e-05 |
123 | 0.999979897960099 | 4.02040798025314e-05 | 2.01020399012657e-05 |
124 | 0.999985933896802 | 2.81322063965086e-05 | 1.40661031982543e-05 |
125 | 0.999997565808484 | 4.86838303211123e-06 | 2.43419151605561e-06 |
126 | 0.999997314213466 | 5.37157306835902e-06 | 2.68578653417951e-06 |
127 | 0.999996726762495 | 6.54647500970414e-06 | 3.27323750485207e-06 |
128 | 0.999996689251238 | 6.621497524592e-06 | 3.310748762296e-06 |
129 | 0.999995862069252 | 8.27586149675168e-06 | 4.13793074837584e-06 |
130 | 0.999994045208767 | 1.19095824668316e-05 | 5.95479123341579e-06 |
131 | 0.999991298021251 | 1.7403957498224e-05 | 8.70197874911199e-06 |
132 | 0.999990453845709 | 1.90923085811243e-05 | 9.54615429056217e-06 |
133 | 0.999987843473641 | 2.43130527176621e-05 | 1.2156526358831e-05 |
134 | 0.999997785425188 | 4.42914962473496e-06 | 2.21457481236748e-06 |
135 | 0.999998488875603 | 3.02224879450733e-06 | 1.51112439725366e-06 |
136 | 0.999999396322021 | 1.20735595768823e-06 | 6.03677978844117e-07 |
137 | 0.999999100679173 | 1.79864165470845e-06 | 8.99320827354227e-07 |
138 | 0.99999952035611 | 9.59287779424751e-07 | 4.79643889712375e-07 |
139 | 0.999999524015655 | 9.51968690134855e-07 | 4.75984345067428e-07 |
140 | 0.999999384133759 | 1.23173248278179e-06 | 6.15866241390895e-07 |
141 | 0.99999917278813 | 1.6544237398386e-06 | 8.27211869919298e-07 |
142 | 0.99999913642122 | 1.72715756075494e-06 | 8.6357878037747e-07 |
143 | 0.999998722752977 | 2.55449404633331e-06 | 1.27724702316665e-06 |
144 | 0.999998148979736 | 3.70204052776019e-06 | 1.85102026388009e-06 |
145 | 0.999997662024904 | 4.67595019267418e-06 | 2.33797509633709e-06 |
146 | 0.999998833845994 | 2.3323080120168e-06 | 1.1661540060084e-06 |
147 | 0.999998376302577 | 3.24739484546048e-06 | 1.62369742273024e-06 |
148 | 0.999998666771883 | 2.66645623482648e-06 | 1.33322811741324e-06 |
149 | 0.999998237866534 | 3.52426693185195e-06 | 1.76213346592597e-06 |
150 | 0.999997368471894 | 5.26305621229424e-06 | 2.63152810614712e-06 |
151 | 0.999997567248824 | 4.8655023509374e-06 | 2.4327511754687e-06 |
152 | 0.999996320507216 | 7.35898556734361e-06 | 3.67949278367181e-06 |
153 | 0.999994825020873 | 1.03499582535552e-05 | 5.17497912677762e-06 |
154 | 0.999997463119873 | 5.07376025341302e-06 | 2.53688012670651e-06 |
155 | 0.999997277966331 | 5.4440673382039e-06 | 2.72203366910195e-06 |
156 | 0.999997744044072 | 4.51191185615684e-06 | 2.25595592807842e-06 |
157 | 0.999997792330763 | 4.4153384733879e-06 | 2.20766923669395e-06 |
158 | 0.99999669865728 | 6.60268543974169e-06 | 3.30134271987085e-06 |
159 | 0.99999680212662 | 6.39574676033017e-06 | 3.19787338016509e-06 |
160 | 0.99999533627143 | 9.32745714018115e-06 | 4.66372857009058e-06 |
161 | 0.999993409053324 | 1.31818933514612e-05 | 6.59094667573058e-06 |
162 | 0.999991572694377 | 1.68546112454487e-05 | 8.42730562272436e-06 |
163 | 0.999988959296065 | 2.2081407869077e-05 | 1.10407039345385e-05 |
164 | 0.999985655161598 | 2.86896768042554e-05 | 1.43448384021277e-05 |
165 | 0.999983256430585 | 3.34871388300559e-05 | 1.67435694150279e-05 |
166 | 0.999987153381549 | 2.56932369024689e-05 | 1.28466184512344e-05 |
167 | 0.999984601840612 | 3.07963187766241e-05 | 1.53981593883121e-05 |
168 | 0.999977518687943 | 4.49626241130448e-05 | 2.24813120565224e-05 |
169 | 0.999969608798924 | 6.07824021513567e-05 | 3.03912010756783e-05 |
170 | 0.999999601697417 | 7.96605166089074e-07 | 3.98302583044537e-07 |
171 | 0.999999746887901 | 5.06224197362451e-07 | 2.53112098681225e-07 |
172 | 0.99999965089963 | 6.9820074014457e-07 | 3.49100370072285e-07 |
173 | 0.999999619233444 | 7.61533111287675e-07 | 3.80766555643837e-07 |
174 | 0.999999899520043 | 2.00959914089256e-07 | 1.00479957044628e-07 |
175 | 0.999999950498179 | 9.90036422265636e-08 | 4.95018211132818e-08 |
176 | 0.999999934365227 | 1.31269546183347e-07 | 6.56347730916737e-08 |
177 | 0.999999902410908 | 1.95178183640321e-07 | 9.75890918201606e-08 |
178 | 0.999999852124685 | 2.95750629450157e-07 | 1.47875314725078e-07 |
179 | 0.999999771925599 | 4.56148801509261e-07 | 2.2807440075463e-07 |
180 | 0.999999927854284 | 1.44291432902741e-07 | 7.21457164513703e-08 |
181 | 0.999999895943455 | 2.08113089835138e-07 | 1.04056544917569e-07 |
182 | 0.999999945184674 | 1.09630652288796e-07 | 5.48153261443978e-08 |
183 | 0.999999913267941 | 1.73464118867178e-07 | 8.67320594335891e-08 |
184 | 0.999999904886878 | 1.90226244966174e-07 | 9.51131224830869e-08 |
185 | 0.999999973205704 | 5.35885911323266e-08 | 2.67942955661633e-08 |
186 | 0.999999959644938 | 8.07101246147699e-08 | 4.0355062307385e-08 |
187 | 0.999999935042065 | 1.29915870980298e-07 | 6.49579354901488e-08 |
188 | 0.999999897456887 | 2.05086226173751e-07 | 1.02543113086875e-07 |
189 | 0.999999842512749 | 3.1497450213196e-07 | 1.5748725106598e-07 |
190 | 0.999999745883425 | 5.08233150501341e-07 | 2.5411657525067e-07 |
191 | 0.999999917716534 | 1.64566932795013e-07 | 8.22834663975066e-08 |
192 | 0.999999881289776 | 2.37420447679097e-07 | 1.18710223839548e-07 |
193 | 0.999999854206223 | 2.91587553637832e-07 | 1.45793776818916e-07 |
194 | 0.99999988150149 | 2.36997020327231e-07 | 1.18498510163616e-07 |
195 | 0.999999896820945 | 2.06358109200632e-07 | 1.03179054600316e-07 |
196 | 0.999999853050845 | 2.93898308931356e-07 | 1.46949154465678e-07 |
197 | 0.99999975860788 | 4.82784240685574e-07 | 2.41392120342787e-07 |
198 | 0.999999660104218 | 6.79791563095608e-07 | 3.39895781547804e-07 |
199 | 0.999999505891726 | 9.88216548493833e-07 | 4.94108274246916e-07 |
200 | 0.999999228291355 | 1.54341729088834e-06 | 7.71708645444168e-07 |
201 | 0.999998770298945 | 2.45940210965541e-06 | 1.22970105482771e-06 |
202 | 0.999997985883553 | 4.02823289357347e-06 | 2.01411644678674e-06 |
203 | 0.999997880323473 | 4.2393530531619e-06 | 2.11967652658095e-06 |
204 | 0.999996787598163 | 6.4248036733845e-06 | 3.21240183669225e-06 |
205 | 0.999995897723559 | 8.20455288144569e-06 | 4.10227644072285e-06 |
206 | 0.999994153786779 | 1.16924264425505e-05 | 5.84621322127526e-06 |
207 | 0.999991516185178 | 1.69676296448749e-05 | 8.48381482243747e-06 |
208 | 0.999999623658486 | 7.52683027053879e-07 | 3.7634151352694e-07 |
209 | 0.999999832109182 | 3.35781635773926e-07 | 1.67890817886963e-07 |
210 | 0.999999906344521 | 1.87310957180652e-07 | 9.36554785903262e-08 |
211 | 0.999999884164609 | 2.31670782115246e-07 | 1.15835391057623e-07 |
212 | 0.999999939010151 | 1.2197969783073e-07 | 6.09898489153651e-08 |
213 | 0.999999890970753 | 2.18058494041903e-07 | 1.09029247020951e-07 |
214 | 0.999999872565522 | 2.54868956403078e-07 | 1.27434478201539e-07 |
215 | 0.999999825101331 | 3.4979733819519e-07 | 1.74898669097595e-07 |
216 | 0.99999970641935 | 5.87161299091483e-07 | 2.93580649545742e-07 |
217 | 0.999999653847131 | 6.92305738776185e-07 | 3.46152869388092e-07 |
218 | 0.99999944535058 | 1.10929883924e-06 | 5.54649419619999e-07 |
219 | 0.999999290397624 | 1.41920475281354e-06 | 7.09602376406768e-07 |
220 | 0.999999668499631 | 6.63000737431194e-07 | 3.31500368715597e-07 |
221 | 0.999999420086634 | 1.15982673136223e-06 | 5.79913365681115e-07 |
222 | 0.999999070548881 | 1.85890223778493e-06 | 9.29451118892463e-07 |
223 | 0.999999634897989 | 7.30204022106245e-07 | 3.65102011053123e-07 |
224 | 0.999999477148766 | 1.04570246746456e-06 | 5.22851233732281e-07 |
225 | 0.999999079970192 | 1.84005961638696e-06 | 9.20029808193482e-07 |
226 | 0.999998676511163 | 2.64697767304462e-06 | 1.32348883652231e-06 |
227 | 0.999998474443813 | 3.05111237349634e-06 | 1.52555618674817e-06 |
228 | 0.999997490497467 | 5.01900506653719e-06 | 2.50950253326859e-06 |
229 | 0.99999729789454 | 5.40421091943854e-06 | 2.70210545971927e-06 |
230 | 0.999998635075468 | 2.72984906446866e-06 | 1.36492453223433e-06 |
231 | 0.999998302487831 | 3.39502433830564e-06 | 1.69751216915282e-06 |
232 | 0.999996998697306 | 6.00260538776224e-06 | 3.00130269388112e-06 |
233 | 0.99999742676788 | 5.14646424027032e-06 | 2.57323212013516e-06 |
234 | 0.99999619114342 | 7.61771316014221e-06 | 3.80885658007111e-06 |
235 | 0.999996128760134 | 7.74247973136407e-06 | 3.87123986568204e-06 |
236 | 0.99999347435543 | 1.30512891400357e-05 | 6.52564457001787e-06 |
237 | 0.999999921769513 | 1.56460973257193e-07 | 7.82304866285963e-08 |
238 | 0.999999869544101 | 2.60911798583099e-07 | 1.30455899291549e-07 |
239 | 0.999999755834212 | 4.88331575999029e-07 | 2.44165787999514e-07 |
240 | 0.999999753355552 | 4.9328889618498e-07 | 2.4664444809249e-07 |
241 | 0.99999952292128 | 9.54157439510196e-07 | 4.77078719755098e-07 |
242 | 0.999999279522161 | 1.44095567865686e-06 | 7.20477839328431e-07 |
243 | 0.999999330741418 | 1.33851716481451e-06 | 6.69258582407257e-07 |
244 | 0.999998624979166 | 2.75004166812824e-06 | 1.37502083406412e-06 |
245 | 0.999997171041883 | 5.65791623366951e-06 | 2.82895811683476e-06 |
246 | 0.999994392115034 | 1.12157699314188e-05 | 5.60788496570942e-06 |
247 | 0.999994161555456 | 1.1676889088096e-05 | 5.83844454404798e-06 |
248 | 0.999994093679821 | 1.18126403586342e-05 | 5.90632017931708e-06 |
249 | 0.999989318161445 | 2.13636771105725e-05 | 1.06818385552863e-05 |
250 | 0.999982012208498 | 3.59755830045834e-05 | 1.79877915022917e-05 |
251 | 0.999977940155904 | 4.4119688191152e-05 | 2.2059844095576e-05 |
252 | 0.999966260245269 | 6.74795094612737e-05 | 3.37397547306368e-05 |
253 | 0.999934331156791 | 0.000131337686418932 | 6.56688432094662e-05 |
254 | 0.999872573026319 | 0.000254853947361119 | 0.00012742697368056 |
255 | 0.999756083529254 | 0.000487832941491537 | 0.000243916470745769 |
256 | 0.99955115571295 | 0.000897688574099496 | 0.000448844287049748 |
257 | 0.999369348292003 | 0.00126130341599395 | 0.000630651707996977 |
258 | 0.999176358690637 | 0.00164728261872593 | 0.000823641309362965 |
259 | 0.998610948175881 | 0.00277810364823892 | 0.00138905182411946 |
260 | 0.997525258769037 | 0.00494948246192514 | 0.00247474123096257 |
261 | 0.997945040140821 | 0.00410991971835744 | 0.00205495985917872 |
262 | 0.996261096135107 | 0.00747780772978575 | 0.00373890386489288 |
263 | 0.994660282919245 | 0.0106794341615105 | 0.00533971708075527 |
264 | 0.993713780886104 | 0.0125724382277927 | 0.00628621911389635 |
265 | 0.993731844565602 | 0.0125363108687968 | 0.00626815543439839 |
266 | 0.988738091609526 | 0.0225238167809479 | 0.0112619083904739 |
267 | 0.98947670842797 | 0.0210465831440609 | 0.0105232915720304 |
268 | 0.988726103235324 | 0.0225477935293517 | 0.0112738967646759 |
269 | 0.99848097713478 | 0.0030380457304391 | 0.00151902286521955 |
270 | 0.997786438423814 | 0.00442712315237243 | 0.00221356157618621 |
271 | 0.997746144926092 | 0.00450771014781621 | 0.00225385507390811 |
272 | 0.994567566205645 | 0.01086486758871 | 0.00543243379435499 |
273 | 0.991786331642532 | 0.0164273367149366 | 0.00821366835746828 |
274 | 0.981044030548401 | 0.0379119389031973 | 0.0189559694515986 |
275 | 0.969239142597292 | 0.0615217148054169 | 0.0307608574027084 |
276 | 0.946814813513847 | 0.106370372972307 | 0.0531851864861533 |
277 | 0.889616133707314 | 0.220767732585372 | 0.110383866292686 |
278 | 0.769764137686134 | 0.460471724627733 | 0.230235862313866 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 222 | 0.828358208955224 | NOK |
5% type I error level | 249 | 0.92910447761194 | NOK |
10% type I error level | 252 | 0.940298507462687 | NOK |