Multiple Linear Regression - Estimated Regression Equation |
Time_in_rfc[t] = -19757.6395668871 + 62.3964022385057Pageviews[t] + 108.12559590766Logins[t] + 1332.50270048953Compendiums_Reviewed[t] + 475.87377076901Totblogs[t] -710.943878716398Shared_Compendiums[t] + 455.36911675383Month[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) | -19757.6395668871 | 5622.777562 | -3.5139 | 0.000514 | 0.000257 |
Pageviews | 62.3964022385057 | 4.230017 | 14.7509 | 0 | 0 |
Logins | 108.12559590766 | 78.064088 | 1.3851 | 0.16712 | 0.08356 |
Compendiums_Reviewed | 1332.50270048953 | 253.848479 | 5.2492 | 0 | 0 |
Totblogs | 475.87377076901 | 55.992538 | 8.4989 | 0 | 0 |
Shared_Compendiums | -710.943878716398 | 679.334816 | -1.0465 | 0.296213 | 0.148106 |
Month | 455.36911675383 | 634.884464 | 0.7172 | 0.473815 | 0.236908 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.937682538932063 |
R-squared | 0.879248543818081 |
Adjusted R-squared | 0.876679363899316 |
F-TEST (value) | 342.229260549799 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 282 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 28915.1604210102 |
Sum Squared Residuals | 235776393612.717 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 182985.545668448 | 27921.4543315524 |
2 | 120982 | 124415.525645976 | -3433.52564597596 |
3 | 176508 | 170742.412763162 | 5765.5872368375 |
4 | 179321 | 228125.162479953 | -48804.162479953 |
5 | 123185 | 98398.4535812607 | 24786.5464187393 |
6 | 52746 | 67439.5367173257 | -14693.5367173257 |
7 | 385534 | 293125.296675312 | 92408.7033246884 |
8 | 33170 | 36711.1641368851 | -3541.16413688512 |
9 | 101645 | 90778.8870807729 | 10866.1129192271 |
10 | 149061 | 155292.508077101 | -6231.50807710094 |
11 | 165446 | 145871.630672527 | 19574.3693274731 |
12 | 237213 | 211829.342894608 | 25383.6571053916 |
13 | 173326 | 175177.807360322 | -1851.8073603219 |
14 | 133131 | 136776.535941576 | -3645.53594157577 |
15 | 258873 | 238063.675587618 | 20809.3244123817 |
16 | 180083 | 160657.786503685 | 19425.2134963147 |
17 | 324799 | 376322.509434242 | -51523.5094342419 |
18 | 230964 | 202299.757700543 | 28664.2422994571 |
19 | 236785 | 211231.736532656 | 25553.2634673436 |
20 | 135473 | 147790.14272148 | -12317.1427214795 |
21 | 202925 | 213346.481037803 | -10421.4810378031 |
22 | 215147 | 215220.857057077 | -73.8570570765192 |
23 | 344297 | 224117.125148384 | 120179.874851616 |
24 | 153935 | 123458.497018283 | 30476.5029817166 |
25 | 132943 | 167914.898679506 | -34971.8986795063 |
26 | 174724 | 250417.044774877 | -75693.0447748772 |
27 | 174415 | 210046.452293829 | -35631.4522938295 |
28 | 225548 | 231525.59923772 | -5977.59923772032 |
29 | 223632 | 187073.899510514 | 36558.1004894865 |
30 | 124817 | 119329.160513854 | 5487.83948614612 |
31 | 221698 | 200449.804831706 | 21248.1951682943 |
32 | 210767 | 196083.843316028 | 14683.1566839718 |
33 | 170266 | 198489.985574533 | -28223.9855745328 |
34 | 260561 | 213796.953339762 | 46764.046660238 |
35 | 84853 | 88937.1081076002 | -4084.10810760021 |
36 | 294424 | 262572.369180382 | 31851.6308196185 |
37 | 101011 | 69561.8512709283 | 31449.1487290717 |
38 | 215641 | 184370.22621674 | 31270.7737832599 |
39 | 325107 | 250162.608665507 | 74944.391334493 |
40 | 7176 | -1304.71333580273 | 8480.71333580273 |
41 | 167542 | 157662.674898902 | 9879.3251010981 |
42 | 106408 | 75369.3038930704 | 31038.6961069296 |
43 | 96560 | 146721.375420463 | -50161.3754204628 |
44 | 265769 | 253393.56439311 | 12375.4356068899 |
45 | 269651 | 243088.187816631 | 26562.8121833692 |
46 | 149112 | 150242.296853572 | -1130.2968535719 |
47 | 175824 | 219354.834503713 | -43530.8345037127 |
48 | 152871 | 144883.449749858 | 7987.55025014172 |
49 | 111665 | 123132.406708601 | -11467.4067086005 |
50 | 116408 | 192632.868866762 | -76224.8688667625 |
51 | 362301 | 339045.861240603 | 23255.1387593966 |
52 | 78800 | 90289.1246419192 | -11489.1246419192 |
53 | 183167 | 214940.774701986 | -31773.7747019861 |
54 | 277965 | 320307.578015886 | -42342.5780158859 |
55 | 150629 | 187953.786381267 | -37324.7863812675 |
56 | 168809 | 161981.624218582 | 6827.37578141765 |
57 | 24188 | 27456.1777268288 | -3268.17772682884 |
58 | 329267 | 263570.347334603 | 65696.6526653973 |
59 | 65029 | 63936.1575146622 | 1092.84248533775 |
60 | 101097 | 94148.5170679893 | 6948.48293201068 |
61 | 218946 | 221689.092496348 | -2743.09249634826 |
62 | 244052 | 241105.505644687 | 2946.49435531279 |
63 | 341570 | 378279.177432843 | -36709.1774328435 |
64 | 103597 | 88624.4850657324 | 14972.5149342676 |
65 | 233328 | 307183.277570717 | -73855.277570717 |
66 | 256462 | 241702.39743504 | 14759.6025649603 |
67 | 206161 | 159892.04790063 | 46268.95209937 |
68 | 311473 | 305043.404663764 | 6429.59533623625 |
69 | 235800 | 256282.388985938 | -20482.3889859383 |
70 | 177939 | 191819.71511765 | -13880.71511765 |
71 | 207176 | 196115.615704555 | 11060.3842954454 |
72 | 196553 | 152884.673694336 | 43668.3263056643 |
73 | 174184 | 150148.933957214 | 24035.066042786 |
74 | 143246 | 172762.88529797 | -29516.8852979704 |
75 | 187559 | 227566.646144471 | -40007.6461444707 |
76 | 187681 | 206147.123338304 | -18466.1233383038 |
77 | 119016 | 131036.507417427 | -12020.5074174269 |
78 | 182192 | 195112.881622647 | -12920.8816226467 |
79 | 73566 | 79067.2171595912 | -5501.21715959116 |
80 | 194979 | 186075.739316291 | 8903.26068370934 |
81 | 167488 | 163678.195893015 | 3809.80410698523 |
82 | 143756 | 176955.315152385 | -33199.3151523846 |
83 | 275541 | 197765.427668342 | 77775.5723316579 |
84 | 243199 | 201092.228002059 | 42106.7719979407 |
85 | 182999 | 150151.907239049 | 32847.0927609508 |
86 | 135649 | 159304.914759585 | -23655.9147595845 |
87 | 152299 | 156081.011239758 | -3782.01123975776 |
88 | 120221 | 129527.303635447 | -9306.30363544728 |
89 | 346485 | 283445.293632771 | 63039.7063672289 |
90 | 145790 | 123412.949116068 | 22377.0508839322 |
91 | 193339 | 204935.857982406 | -11596.8579824065 |
92 | 80953 | 80044.7617543614 | 908.238245638552 |
93 | 122774 | 133595.687290712 | -10821.6872907119 |
94 | 130585 | 130740.425215106 | -155.425215106081 |
95 | 112611 | 93999.0411197714 | 18611.9588802286 |
96 | 286468 | 252529.027912476 | 33938.9720875238 |
97 | 241066 | 202378.295027815 | 38687.7049721846 |
98 | 148446 | 267489.012542579 | -119043.012542579 |
99 | 204713 | 184903.033815977 | 19809.9661840226 |
100 | 182079 | 212374.425213283 | -30295.4252132826 |
101 | 140344 | 138439.868421763 | 1904.13157823674 |
102 | 220516 | 228960.356504338 | -8444.35650433831 |
103 | 243060 | 202442.948301287 | 40617.0516987129 |
104 | 162765 | 154713.483276971 | 8051.51672302906 |
105 | 182613 | 177328.476510428 | 5284.52348957241 |
106 | 232138 | 225766.817826341 | 6371.18217365877 |
107 | 265318 | 297076.642695331 | -31758.642695331 |
108 | 85574 | 111365.983160641 | -25791.9831606407 |
109 | 310839 | 311244.430717136 | -405.430717136431 |
110 | 225060 | 206390.839065465 | 18669.160934535 |
111 | 232317 | 234452.246366772 | -2135.24636677216 |
112 | 144966 | 149474.481174432 | -4508.48117443157 |
113 | 43287 | 70119.4037698097 | -26832.4037698097 |
114 | 155754 | 155506.12199652 | 247.878003480176 |
115 | 164709 | 216207.38996843 | -51498.38996843 |
116 | 201940 | 196512.574470171 | 5427.42552982932 |
117 | 235454 | 221534.44387739 | 13919.5561226096 |
118 | 220801 | 175447.097656518 | 45353.9023434821 |
119 | 99466 | 97459.0844052585 | 2006.91559474153 |
120 | 92661 | 127915.087782563 | -35254.0877825627 |
121 | 133328 | 143871.630456527 | -10543.630456527 |
122 | 61361 | 93796.5358227247 | -32435.5358227247 |
123 | 125930 | 169267.924637306 | -43337.9246373058 |
124 | 100750 | 140542.014609571 | -39792.0146095709 |
125 | 224549 | 161746.8764723 | 62802.1235276997 |
126 | 82316 | 59485.1820785882 | 22830.8179214118 |
127 | 102010 | 83849.5703502381 | 18160.4296497619 |
128 | 101523 | 130999.43244809 | -29476.4324480898 |
129 | 243511 | 227936.820894236 | 15574.1791057641 |
130 | 22938 | 17296.7841306859 | 5641.21586931406 |
131 | 41566 | 42266.0781960071 | -700.078196007106 |
132 | 152474 | 179486.194373509 | -27012.1943735089 |
133 | 61857 | 46162.873573556 | 15694.126426444 |
134 | 99923 | 163232.828023352 | -63309.8280233519 |
135 | 132487 | 166488.846468253 | -34001.846468253 |
136 | 317394 | 272786.929987532 | 44607.0700124677 |
137 | 21054 | 12576.9638845515 | 8477.03611544855 |
138 | 209641 | 166885.970607767 | 42755.0293922327 |
139 | 22648 | 50616.2553275446 | -27968.2553275446 |
140 | 31414 | 44540.8903086472 | -13126.8903086472 |
141 | 46698 | 60376.0092871537 | -13678.0092871537 |
142 | 131698 | 156147.8783163 | -24449.8783162997 |
143 | 91735 | 81556.3673901512 | 10178.6326098488 |
144 | 244749 | 250902.241242721 | -6153.24124272072 |
145 | 184510 | 174460.394049515 | 10049.6059504848 |
146 | 79863 | 119353.597024703 | -39490.5970247029 |
147 | 128423 | 125732.781553181 | 2690.21844681912 |
148 | 97839 | 126616.008971307 | -28777.0089713073 |
149 | 38214 | 41732.1111524494 | -3518.11115244941 |
150 | 151101 | 147493.601870396 | 3607.39812960433 |
151 | 272458 | 242925.147639858 | 29532.8523601422 |
152 | 172494 | 176190.481749343 | -3696.48174934271 |
153 | 108043 | 113480.713298694 | -5437.71329869432 |
154 | 328107 | 286431.241133718 | 41675.758866282 |
155 | 250579 | 229349.415375483 | 21229.5846245166 |
156 | 351067 | 332441.842253657 | 18625.1577463434 |
157 | 158015 | 129333.995876868 | 28681.0041231319 |
158 | 98866 | 90811.1385273427 | 8054.86147265733 |
159 | 85439 | 104339.678596068 | -18900.6785960675 |
160 | 229242 | 226006.472835461 | 3235.52716453928 |
161 | 351619 | 350965.937734485 | 653.062265514976 |
162 | 84207 | 86278.831746076 | -2071.83174607596 |
163 | 120445 | 131227.838214107 | -10782.8382141069 |
164 | 324598 | 309570.762463375 | 15027.2375366249 |
165 | 131069 | 157842.568744578 | -26773.5687445782 |
166 | 204271 | 178268.792837774 | 26002.207162226 |
167 | 165543 | 193331.032983531 | -27788.0329835313 |
168 | 141722 | 136614.748207791 | 5107.25179220894 |
169 | 116048 | 103233.856465791 | 12814.1435342087 |
170 | 250047 | 157844.97513975 | 92202.0248602501 |
171 | 299775 | 284005.479352471 | 15769.5206475289 |
172 | 195838 | 225113.27768976 | -29275.2776897605 |
173 | 173260 | 150661.736100351 | 22598.2638996487 |
174 | 254488 | 244420.373575648 | 10067.6264243515 |
175 | 104389 | 164414.712955156 | -60025.7129551564 |
176 | 136084 | 119608.847927852 | 16475.1520721481 |
177 | 199476 | 226262.413286682 | -26786.4132866821 |
178 | 92499 | 79009.8271985842 | 13489.1728014158 |
179 | 224330 | 237960.142572595 | -13630.142572595 |
180 | 135781 | 94238.9390653199 | 41542.0609346801 |
181 | 74408 | 95291.4050630692 | -20883.4050630692 |
182 | 81240 | 117230.716416493 | -35990.7164164927 |
183 | 14688 | 1172.73167694347 | 13515.2683230565 |
184 | 181633 | 176056.416430331 | 5576.58356966943 |
185 | 271856 | 264754.860624711 | 7101.1393752895 |
186 | 7199 | -2386.22105718212 | 9585.22105718212 |
187 | 46660 | 29383.3307023008 | 17276.6692976992 |
188 | 17547 | -3105.30369138469 | 20652.3036913847 |
189 | 133368 | 135026.722997142 | -1658.72299714162 |
190 | 95227 | 93279.583939564 | 1947.41606043597 |
191 | 152601 | 126719.936525442 | 25881.0634745579 |
192 | 98146 | 78767.8077975677 | 19378.1922024323 |
193 | 79619 | 105539.36291556 | -25920.3629155602 |
194 | 59194 | 104181.110752739 | -44987.1107527389 |
195 | 139942 | 133026.91070604 | 6915.0892939604 |
196 | 118612 | 130093.560241096 | -11481.5602410957 |
197 | 72880 | 77268.2389808176 | -4388.23898081763 |
198 | 65475 | 64540.4908006274 | 934.509199372593 |
199 | 99643 | 125365.26801285 | -25722.2680128504 |
200 | 71965 | 91798.7355977157 | -19833.7355977157 |
201 | 77272 | 76144.2496500888 | 1127.75034991118 |
202 | 49289 | 56342.3175666907 | -7053.3175666907 |
203 | 135131 | 112672.950390029 | 22458.0496099709 |
204 | 108446 | 98806.8173945039 | 9639.18260549612 |
205 | 89746 | 120341.337302702 | -30595.337302702 |
206 | 44296 | 52362.8890205099 | -8066.88902050987 |
207 | 77648 | 87888.5433217457 | -10240.5433217457 |
208 | 181528 | 127473.405452617 | 54054.5945473832 |
209 | 134019 | 109486.067413259 | 24532.9325867406 |
210 | 124064 | 108822.619082132 | 15241.3809178677 |
211 | 92630 | 83213.6155292011 | 9416.38447079893 |
212 | 121848 | 106296.221342949 | 15551.7786570508 |
213 | 52915 | 57253.1135763224 | -4338.1135763224 |
214 | 81872 | 63727.0655487014 | 18144.9344512986 |
215 | 58981 | 87031.7870695635 | -28050.7870695635 |
216 | 53515 | 66316.4741109241 | -12801.4741109241 |
217 | 60812 | 86319.596070227 | -25507.596070227 |
218 | 56375 | 52616.0936317346 | 3758.90636826537 |
219 | 65490 | 59014.1554181199 | 6475.84458188012 |
220 | 80949 | 45988.1801837536 | 34960.8198162464 |
221 | 76302 | 89398.669928993 | -13096.6699289929 |
222 | 104011 | 133236.866879775 | -29225.8668797751 |
223 | 98104 | 168825.15631003 | -70721.1563100296 |
224 | 67989 | 67081.5781490016 | 907.421850998381 |
225 | 30989 | 27411.3317328079 | 3577.66826719209 |
226 | 135458 | 148608.097699169 | -13150.0976991695 |
227 | 73504 | 60278.9423675125 | 13225.0576324875 |
228 | 63123 | 98565.0531135765 | -35442.0531135765 |
229 | 61254 | 100418.665633506 | -39164.665633506 |
230 | 74914 | 120313.190543005 | -45399.1905430054 |
231 | 31774 | 45221.8991246377 | -13447.8991246377 |
232 | 81437 | 93945.9569813084 | -12508.9569813084 |
233 | 87186 | 120610.920400039 | -33424.9204000393 |
234 | 50090 | 61287.383944663 | -11197.383944663 |
235 | 65745 | 99249.6998651701 | -33504.6998651701 |
236 | 56653 | 66377.0790713233 | -9724.07907132327 |
237 | 158399 | 100568.815392103 | 57830.1846078975 |
238 | 46455 | 64783.2017292258 | -18328.2017292258 |
239 | 73624 | 88013.68837705 | -14389.68837705 |
240 | 38395 | 61145.8820583642 | -22750.8820583642 |
241 | 91899 | 88534.7494026874 | 3364.25059731258 |
242 | 139526 | 169313.01811583 | -29787.0181158297 |
243 | 52164 | 69702.7546905537 | -17538.7546905537 |
244 | 51567 | 54860.1790142531 | -3293.17901425312 |
245 | 70551 | 75124.6049830508 | -4573.60498305082 |
246 | 84856 | 91775.155448501 | -6919.15544850104 |
247 | 102538 | 134646.227794923 | -32108.2277949225 |
248 | 86678 | 58476.2235790124 | 28201.7764209876 |
249 | 85709 | 74835.3293297409 | 10873.6706702591 |
250 | 34662 | 41626.3176179745 | -6964.3176179745 |
251 | 150580 | 137455.329513919 | 13124.6704860811 |
252 | 99611 | 100345.870970162 | -734.870970161767 |
253 | 19349 | 7832.16994383934 | 11516.8300561607 |
254 | 99373 | 98739.8950671773 | 633.104932822723 |
255 | 86230 | 91758.5981687017 | -5528.5981687017 |
256 | 30837 | 19942.2900474801 | 10894.7099525199 |
257 | 31706 | 41906.7315659485 | -10200.7315659485 |
258 | 89806 | 71545.0144383018 | 18260.9855616982 |
259 | 62088 | 49497.9637964521 | 12590.0362035479 |
260 | 40151 | 32038.8157873425 | 8112.18421265747 |
261 | 27634 | 41632.0171739854 | -13998.0171739854 |
262 | 76990 | 77278.9100902003 | -288.910090200314 |
263 | 37460 | 27237.6361981987 | 10222.3638018013 |
264 | 54157 | 65995.9445364248 | -11838.9445364248 |
265 | 49862 | 59238.6215293477 | -9376.62152934767 |
266 | 84337 | 74631.6910914487 | 9705.30890855128 |
267 | 64175 | 84289.8725044108 | -20114.8725044108 |
268 | 59382 | 65945.1758743733 | -6563.17587437326 |
269 | 119308 | 67893.8647695135 | 51414.1352304864 |
270 | 76702 | 98684.9087378838 | -21982.9087378838 |
271 | 103425 | 126034.953494835 | -22609.9534948346 |
272 | 70344 | 57879.7591670464 | 12464.2408329536 |
273 | 43410 | 37658.5844524665 | 5751.41554753351 |
274 | 104838 | 98696.7146383992 | 6141.28536160076 |
275 | 62215 | 52655.1574399546 | 9559.84256004539 |
276 | 69304 | 83909.5513237273 | -14605.5513237273 |
277 | 53117 | 41827.0634590942 | 11289.9365409057 |
278 | 19764 | 11044.7017362238 | 8719.29826377621 |
279 | 86680 | 94099.9640120889 | -7419.96401208891 |
280 | 84105 | 68339.7966568206 | 15765.2033431794 |
281 | 77945 | 79248.623092461 | -1303.62309246103 |
282 | 89113 | 66496.5509757291 | 22616.4490242709 |
283 | 91005 | 87201.0637859922 | 3803.93621400779 |
284 | 40248 | 23758.0872476837 | 16489.9127523163 |
285 | 64187 | 51141.0037962935 | 13045.9962037066 |
286 | 50857 | 81039.522725547 | -30182.522725547 |
287 | 56613 | 57658.5763984182 | -1045.57639841819 |
288 | 62792 | 86877.392137403 | -24085.392137403 |
289 | 72535 | 70218.0021212874 | 2316.9978787126 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
10 | 0.911478357173175 | 0.17704328565365 | 0.0885216428268249 |
11 | 0.84314850116042 | 0.31370299767916 | 0.15685149883958 |
12 | 0.891911209280197 | 0.216177581439607 | 0.108088790719803 |
13 | 0.842081418986116 | 0.315837162027768 | 0.157918581013884 |
14 | 0.767643091064014 | 0.464713817871972 | 0.232356908935986 |
15 | 0.697321382231787 | 0.605357235536427 | 0.302678617768213 |
16 | 0.659554059079812 | 0.680891881840376 | 0.340445940920188 |
17 | 0.805366073252369 | 0.389267853495263 | 0.194633926747631 |
18 | 0.744994520454284 | 0.510010959091432 | 0.255005479545716 |
19 | 0.77209620971143 | 0.45580758057714 | 0.22790379028857 |
20 | 0.749570705202794 | 0.500858589594413 | 0.250429294797206 |
21 | 0.718106448332243 | 0.563787103335514 | 0.281893551667757 |
22 | 0.657001980794192 | 0.685996038411615 | 0.342998019205808 |
23 | 0.971286924040605 | 0.0574261519187907 | 0.0287130759593954 |
24 | 0.959981306095718 | 0.0800373878085633 | 0.0400186939042816 |
25 | 0.946279933016873 | 0.107440133966253 | 0.0537200669831266 |
26 | 0.994485594600095 | 0.0110288107998094 | 0.00551440539990471 |
27 | 0.994483024894382 | 0.0110339502112354 | 0.00551697510561769 |
28 | 0.991694212434643 | 0.0166115751307134 | 0.00830578756535669 |
29 | 0.991933769502471 | 0.0161324609950578 | 0.00806623049752892 |
30 | 0.98947573579011 | 0.0210485284197797 | 0.0105242642098899 |
31 | 0.989373887916683 | 0.0212522241666348 | 0.0106261120833174 |
32 | 0.988453212253761 | 0.0230935754924769 | 0.0115467877462385 |
33 | 0.986760676270888 | 0.0264786474582238 | 0.0132393237291119 |
34 | 0.992502052214568 | 0.0149958955708649 | 0.00749794778543247 |
35 | 0.990192952053406 | 0.0196140958931875 | 0.00980704794659375 |
36 | 0.987407421854361 | 0.0251851562912783 | 0.0125925781456391 |
37 | 0.983719612056255 | 0.0325607758874891 | 0.0162803879437445 |
38 | 0.983974020543488 | 0.0320519589130246 | 0.0160259794565123 |
39 | 0.99562252871944 | 0.00875494256112091 | 0.00437747128056046 |
40 | 0.993786592825362 | 0.0124268143492769 | 0.00621340717463844 |
41 | 0.991368569622735 | 0.01726286075453 | 0.008631430377265 |
42 | 0.98896798717744 | 0.0220640256451191 | 0.0110320128225596 |
43 | 0.995877253174275 | 0.00824549365145006 | 0.00412274682572503 |
44 | 0.995494813094645 | 0.0090103738107106 | 0.0045051869053553 |
45 | 0.994199052959918 | 0.0116018940801648 | 0.00580094704008241 |
46 | 0.992000690189215 | 0.0159986196215694 | 0.00799930981078471 |
47 | 0.995049628523088 | 0.00990074295382337 | 0.00495037147691168 |
48 | 0.993870060747234 | 0.0122598785055314 | 0.00612993925276569 |
49 | 0.991872711263489 | 0.0162545774730219 | 0.00812728873651093 |
50 | 0.997168373533134 | 0.00566325293373254 | 0.00283162646686627 |
51 | 0.996786385637303 | 0.00642722872539342 | 0.00321361436269671 |
52 | 0.99580260969255 | 0.00839478061490044 | 0.00419739030745022 |
53 | 0.996892430158615 | 0.00621513968276912 | 0.00310756984138456 |
54 | 0.99842627075373 | 0.00314745849253998 | 0.00157372924626999 |
55 | 0.999166003083279 | 0.00166799383344163 | 0.000833996916720814 |
56 | 0.998844949818728 | 0.00231010036254411 | 0.00115505018127206 |
57 | 0.998426074933216 | 0.00314785013356865 | 0.00157392506678432 |
58 | 0.999510878742072 | 0.000978242515856198 | 0.000489121257928099 |
59 | 0.999313177898562 | 0.00137364420287553 | 0.000686822101437767 |
60 | 0.999052833201972 | 0.00189433359605516 | 0.000947166798027578 |
61 | 0.99870081833403 | 0.00259836333194051 | 0.00129918166597026 |
62 | 0.998201370708245 | 0.00359725858351079 | 0.00179862929175539 |
63 | 0.998715273463788 | 0.00256945307242337 | 0.00128472653621169 |
64 | 0.998290985709374 | 0.00341802858125139 | 0.00170901429062569 |
65 | 0.999821162633835 | 0.00035767473232902 | 0.00017883736616451 |
66 | 0.999755765034403 | 0.000488469931193465 | 0.000244234965596733 |
67 | 0.999829822240241 | 0.000340355519517708 | 0.000170177759758854 |
68 | 0.999760652106146 | 0.000478695787707481 | 0.00023934789385374 |
69 | 0.999705479925486 | 0.0005890401490273 | 0.00029452007451365 |
70 | 0.999621835545248 | 0.000756328909503564 | 0.000378164454751782 |
71 | 0.999486506762694 | 0.0010269864746126 | 0.000513493237306302 |
72 | 0.999590998014981 | 0.000818003970037583 | 0.000409001985018792 |
73 | 0.999496948909908 | 0.00100610218018357 | 0.000503051090091784 |
74 | 0.999549441354094 | 0.000901117291811956 | 0.000450558645905978 |
75 | 0.999649618392449 | 0.000700763215101001 | 0.000350381607550501 |
76 | 0.99958338735459 | 0.00083322529081996 | 0.00041661264540998 |
77 | 0.999475567104722 | 0.00104886579055591 | 0.000524432895277955 |
78 | 0.999302429329475 | 0.00139514134104952 | 0.000697570670524762 |
79 | 0.9990883942571 | 0.0018232114858006 | 0.0009116057429003 |
80 | 0.998780819535156 | 0.0024383609296889 | 0.00121918046484445 |
81 | 0.998366835598224 | 0.00326632880355269 | 0.00163316440177634 |
82 | 0.998625006523869 | 0.00274998695226283 | 0.00137499347613141 |
83 | 0.99976853427083 | 0.000462931458339068 | 0.000231465729169534 |
84 | 0.999829247670856 | 0.000341504658288381 | 0.000170752329144191 |
85 | 0.999832931454499 | 0.000334137091002523 | 0.000167068545501262 |
86 | 0.999824019238105 | 0.000351961523789335 | 0.000175980761894667 |
87 | 0.999761561612093 | 0.000476876775813578 | 0.000238438387906789 |
88 | 0.9996859656152 | 0.000628068769599346 | 0.000314034384799673 |
89 | 0.999897710880766 | 0.00020457823846805 | 0.000102289119234025 |
90 | 0.999886326722253 | 0.000227346555494242 | 0.000113673277747121 |
91 | 0.999850944723797 | 0.000298110552405401 | 0.0001490552762027 |
92 | 0.999791069302688 | 0.000417861394624688 | 0.000208930697312344 |
93 | 0.999746002203574 | 0.000507995592852931 | 0.000253997796426465 |
94 | 0.99965494058415 | 0.000690118831699723 | 0.000345059415849862 |
95 | 0.999564066223859 | 0.000871867552282301 | 0.00043593377614115 |
96 | 0.999572593206962 | 0.000854813586075818 | 0.000427406793037909 |
97 | 0.999628284123357 | 0.000743431753285536 | 0.000371715876642768 |
98 | 0.999998849925499 | 2.30014900203628e-06 | 1.15007450101814e-06 |
99 | 0.99999849742517 | 3.00514966000722e-06 | 1.50257483000361e-06 |
100 | 0.999998452703788 | 3.0945924232122e-06 | 1.5472962116061e-06 |
101 | 0.999997678026666 | 4.64394666772702e-06 | 2.32197333386351e-06 |
102 | 0.999996648451722 | 6.7030965553021e-06 | 3.35154827765105e-06 |
103 | 0.999997800803872 | 4.39839225556574e-06 | 2.19919612778287e-06 |
104 | 0.999996773865268 | 6.45226946486604e-06 | 3.22613473243302e-06 |
105 | 0.999995281781007 | 9.43643798684798e-06 | 4.71821899342399e-06 |
106 | 0.99999372391224 | 1.25521755193232e-05 | 6.27608775966158e-06 |
107 | 0.999993349738436 | 1.3300523127287e-05 | 6.65026156364352e-06 |
108 | 0.999993717208528 | 1.25655829448127e-05 | 6.28279147240633e-06 |
109 | 0.999990909616852 | 1.81807662957278e-05 | 9.09038314786388e-06 |
110 | 0.999989122540702 | 2.17549185951394e-05 | 1.08774592975697e-05 |
111 | 0.999984061497979 | 3.18770040426563e-05 | 1.59385020213282e-05 |
112 | 0.999979247916229 | 4.15041675413988e-05 | 2.07520837706994e-05 |
113 | 0.999978860169253 | 4.22796614942982e-05 | 2.11398307471491e-05 |
114 | 0.999969635261939 | 6.0729476121554e-05 | 3.0364738060777e-05 |
115 | 0.999985962887268 | 2.80742254638509e-05 | 1.40371127319254e-05 |
116 | 0.99997978476652 | 4.04304669598993e-05 | 2.02152334799497e-05 |
117 | 0.999972878138168 | 5.42437236640881e-05 | 2.7121861832044e-05 |
118 | 0.999982965071437 | 3.40698571267071e-05 | 1.70349285633535e-05 |
119 | 0.999976428789131 | 4.71424217373755e-05 | 2.35712108686878e-05 |
120 | 0.99998247849938 | 3.50430012398383e-05 | 1.75215006199192e-05 |
121 | 0.999976558520564 | 4.68829588712576e-05 | 2.34414794356288e-05 |
122 | 0.999980646945042 | 3.87061099151658e-05 | 1.93530549575829e-05 |
123 | 0.999988642100925 | 2.27157981502346e-05 | 1.13578990751173e-05 |
124 | 0.999992944270709 | 1.41114585821868e-05 | 7.05572929109338e-06 |
125 | 0.999998440148472 | 3.11970305696713e-06 | 1.55985152848357e-06 |
126 | 0.999998213264361 | 3.57347127897977e-06 | 1.78673563948988e-06 |
127 | 0.999997734492898 | 4.53101420353455e-06 | 2.26550710176728e-06 |
128 | 0.99999789550524 | 4.20898951981782e-06 | 2.10449475990891e-06 |
129 | 0.999997216913523 | 5.56617295419292e-06 | 2.78308647709646e-06 |
130 | 0.999995890413094 | 8.21917381128675e-06 | 4.10958690564338e-06 |
131 | 0.99999403539 | 1.19292199994419e-05 | 5.96460999972093e-06 |
132 | 0.999993893447435 | 1.22131051308159e-05 | 6.10655256540797e-06 |
133 | 0.999991831428149 | 1.6337143702533e-05 | 8.16857185126651e-06 |
134 | 0.999998740446989 | 2.51910602195901e-06 | 1.2595530109795e-06 |
135 | 0.999999218455147 | 1.56308970655208e-06 | 7.81544853276042e-07 |
136 | 0.999999646204949 | 7.07590101877662e-07 | 3.53795050938831e-07 |
137 | 0.999999458310616 | 1.083378768213e-06 | 5.41689384106499e-07 |
138 | 0.999999675495541 | 6.490089179815e-07 | 3.2450445899075e-07 |
139 | 0.999999685636475 | 6.28727049488551e-07 | 3.14363524744275e-07 |
140 | 0.999999586396452 | 8.27207096614535e-07 | 4.13603548307268e-07 |
141 | 0.999999434488031 | 1.13102393845458e-06 | 5.65511969227289e-07 |
142 | 0.999999395059655 | 1.20988069019888e-06 | 6.04940345099438e-07 |
143 | 0.999999097849321 | 1.80430135795173e-06 | 9.02150678975866e-07 |
144 | 0.999998678472426 | 2.64305514810884e-06 | 1.32152757405442e-06 |
145 | 0.99999830284126 | 3.39431748089427e-06 | 1.69715874044713e-06 |
146 | 0.999999085781022 | 1.82843795535919e-06 | 9.14218977679593e-07 |
147 | 0.999998752490712 | 2.49501857511823e-06 | 1.24750928755911e-06 |
148 | 0.999998991769733 | 2.01646053385721e-06 | 1.0082302669286e-06 |
149 | 0.999998554348522 | 2.89130295630518e-06 | 1.44565147815259e-06 |
150 | 0.999997806170665 | 4.38765866895855e-06 | 2.19382933447928e-06 |
151 | 0.999997810799908 | 4.37840018435412e-06 | 2.18920009217706e-06 |
152 | 0.999996726122466 | 6.54775506857342e-06 | 3.27387753428671e-06 |
153 | 0.999995192074356 | 9.61585128828866e-06 | 4.80792564414433e-06 |
154 | 0.99999737242072 | 5.25515856012994e-06 | 2.62757928006497e-06 |
155 | 0.999997148761032 | 5.70247793596939e-06 | 2.8512389679847e-06 |
156 | 0.999997421346488 | 5.15730702438072e-06 | 2.57865351219036e-06 |
157 | 0.999997415075508 | 5.16984898443863e-06 | 2.58492449221931e-06 |
158 | 0.99999626041518 | 7.47916963998555e-06 | 3.73958481999277e-06 |
159 | 0.999996230227815 | 7.53954437058757e-06 | 3.76977218529379e-06 |
160 | 0.99999443220513 | 1.11355897400486e-05 | 5.56779487002431e-06 |
161 | 0.999991955323435 | 1.60893531300248e-05 | 8.04467656501239e-06 |
162 | 0.999990585611007 | 1.88287779859303e-05 | 9.41438899296513e-06 |
163 | 0.999987083362029 | 2.58332759416598e-05 | 1.29166379708299e-05 |
164 | 0.999982714894846 | 3.45702103080709e-05 | 1.72851051540355e-05 |
165 | 0.999979661958816 | 4.06760823684067e-05 | 2.03380411842034e-05 |
166 | 0.999985049872287 | 2.99002554257117e-05 | 1.49501277128559e-05 |
167 | 0.999982208141544 | 3.5583716912797e-05 | 1.77918584563985e-05 |
168 | 0.999974344146412 | 5.13117071761275e-05 | 2.56558535880637e-05 |
169 | 0.999967104050504 | 6.57918989911592e-05 | 3.28959494955796e-05 |
170 | 0.999999635878368 | 7.28243264100617e-07 | 3.64121632050308e-07 |
171 | 0.99999975494493 | 4.90110139564944e-07 | 2.45055069782472e-07 |
172 | 0.999999669238527 | 6.61522946035318e-07 | 3.30761473017659e-07 |
173 | 0.999999640186246 | 7.19627507958174e-07 | 3.59813753979087e-07 |
174 | 0.999999897279805 | 2.05440390201228e-07 | 1.02720195100614e-07 |
175 | 0.999999949619138 | 1.00761723624237e-07 | 5.03808618121187e-08 |
176 | 0.999999937971808 | 1.24056383329735e-07 | 6.20281916648676e-08 |
177 | 0.99999991030055 | 1.79398900690176e-07 | 8.96994503450878e-08 |
178 | 0.999999869642935 | 2.60714129459566e-07 | 1.30357064729783e-07 |
179 | 0.999999802502966 | 3.94994067745296e-07 | 1.97497033872648e-07 |
180 | 0.999999944777933 | 1.10444133401649e-07 | 5.52220667008246e-08 |
181 | 0.999999920089467 | 1.59821066912664e-07 | 7.9910533456332e-08 |
182 | 0.999999953399352 | 9.32012962790374e-08 | 4.66006481395187e-08 |
183 | 0.999999923994998 | 1.52010003543704e-07 | 7.60050017718518e-08 |
184 | 0.999999919005359 | 1.61989282057463e-07 | 8.09946410287313e-08 |
185 | 0.999999976114896 | 4.77702081779126e-08 | 2.38851040889563e-08 |
186 | 0.999999961267457 | 7.74650851604518e-08 | 3.87325425802259e-08 |
187 | 0.999999938324092 | 1.23351815611673e-07 | 6.16759078058363e-08 |
188 | 0.999999902228339 | 1.95543321304345e-07 | 9.77716606521727e-08 |
189 | 0.999999857971348 | 2.84057304373959e-07 | 1.4202865218698e-07 |
190 | 0.999999776294357 | 4.47411285335478e-07 | 2.23705642667739e-07 |
191 | 0.999999934558668 | 1.30882663403788e-07 | 6.54413317018939e-08 |
192 | 0.999999909258942 | 1.81482116282234e-07 | 9.07410581411172e-08 |
193 | 0.999999885690697 | 2.28618606196826e-07 | 1.14309303098413e-07 |
194 | 0.999999906551014 | 1.86897971000423e-07 | 9.34489855002117e-08 |
195 | 0.999999924548724 | 1.50902551562094e-07 | 7.54512757810472e-08 |
196 | 0.999999897072137 | 2.05855725523438e-07 | 1.02927862761719e-07 |
197 | 0.99999982849381 | 3.43012379618031e-07 | 1.71506189809016e-07 |
198 | 0.999999767334617 | 4.65330766772659e-07 | 2.3266538338633e-07 |
199 | 0.999999662558546 | 6.74882908323225e-07 | 3.37441454161613e-07 |
200 | 0.999999487419991 | 1.02516001730534e-06 | 5.12580008652669e-07 |
201 | 0.999999187897424 | 1.62420515278934e-06 | 8.1210257639467e-07 |
202 | 0.999998671253752 | 2.6574924965513e-06 | 1.32874624827565e-06 |
203 | 0.999998604841217 | 2.79031756499111e-06 | 1.39515878249556e-06 |
204 | 0.99999786271828 | 4.27456343979894e-06 | 2.13728171989947e-06 |
205 | 0.999997327351311 | 5.34529737759011e-06 | 2.67264868879506e-06 |
206 | 0.999996157026622 | 7.68594675651534e-06 | 3.84297337825767e-06 |
207 | 0.999994348179116 | 1.1303641767256e-05 | 5.65182088362801e-06 |
208 | 0.999999757581291 | 4.84837417916011e-07 | 2.42418708958006e-07 |
209 | 0.999999878510214 | 2.42979571828838e-07 | 1.21489785914419e-07 |
210 | 0.999999919390489 | 1.6121902271731e-07 | 8.06095113586551e-08 |
211 | 0.999999886681829 | 2.26636341865469e-07 | 1.13318170932735e-07 |
212 | 0.999999915386889 | 1.69226221706865e-07 | 8.46131108534323e-08 |
213 | 0.999999849588152 | 3.00823695207037e-07 | 1.50411847603519e-07 |
214 | 0.999999781839614 | 4.36320771086571e-07 | 2.18160385543286e-07 |
215 | 0.999999732203316 | 5.35593368434178e-07 | 2.67796684217089e-07 |
216 | 0.999999602847822 | 7.94304355416597e-07 | 3.97152177708299e-07 |
217 | 0.999999633842327 | 7.32315346578576e-07 | 3.66157673289288e-07 |
218 | 0.999999371348622 | 1.25730275655068e-06 | 6.2865137827534e-07 |
219 | 0.999999030983354 | 1.93803329243219e-06 | 9.69016646216097e-07 |
220 | 0.999999220865145 | 1.55826971053327e-06 | 7.79134855266634e-07 |
221 | 0.999998671527659 | 2.65694468273929e-06 | 1.32847234136964e-06 |
222 | 0.999997876764501 | 4.24647099769388e-06 | 2.12323549884694e-06 |
223 | 0.999999438119659 | 1.12376068232249e-06 | 5.61880341161246e-07 |
224 | 0.999999044267196 | 1.91146560775974e-06 | 9.55732803879868e-07 |
225 | 0.999998320399739 | 3.35920052210221e-06 | 1.67960026105111e-06 |
226 | 0.999997274800906 | 5.45039818847743e-06 | 2.72519909423871e-06 |
227 | 0.999995821474637 | 8.35705072604535e-06 | 4.17852536302267e-06 |
228 | 0.999993928848214 | 1.21423035723627e-05 | 6.07115178618133e-06 |
229 | 0.999995735350236 | 8.52929952898359e-06 | 4.2646497644918e-06 |
230 | 0.99999854960783 | 2.9007843398742e-06 | 1.4503921699371e-06 |
231 | 0.999998659009982 | 2.68198003561523e-06 | 1.34099001780761e-06 |
232 | 0.999997811335865 | 4.37732826990815e-06 | 2.18866413495408e-06 |
233 | 0.999998502968831 | 2.99406233797459e-06 | 1.49703116898729e-06 |
234 | 0.999997991872223 | 4.01625555456015e-06 | 2.00812777728007e-06 |
235 | 0.99999814912144 | 3.70175712070136e-06 | 1.85087856035068e-06 |
236 | 0.999996904498807 | 6.19100238607136e-06 | 3.09550119303568e-06 |
237 | 0.999999946341531 | 1.07316937201688e-07 | 5.36584686008442e-08 |
238 | 0.999999926959572 | 1.46080856151883e-07 | 7.30404280759413e-08 |
239 | 0.999999878546069 | 2.42907861970609e-07 | 1.21453930985304e-07 |
240 | 0.999999894924886 | 2.10150228610495e-07 | 1.05075114305248e-07 |
241 | 0.999999787043929 | 4.25912141867788e-07 | 2.12956070933894e-07 |
242 | 0.999999664844273 | 6.70311453290034e-07 | 3.35155726645017e-07 |
243 | 0.999999715970518 | 5.68058964089275e-07 | 2.84029482044638e-07 |
244 | 0.999999416497384 | 1.16700523129334e-06 | 5.8350261564667e-07 |
245 | 0.999998781078407 | 2.43784318539528e-06 | 1.21892159269764e-06 |
246 | 0.999997505096486 | 4.98980702777797e-06 | 2.49490351388899e-06 |
247 | 0.999997557891565 | 4.88421686951635e-06 | 2.44210843475817e-06 |
248 | 0.999997482970686 | 5.03405862858701e-06 | 2.51702931429351e-06 |
249 | 0.99999525049744 | 9.49900511982809e-06 | 4.74950255991404e-06 |
250 | 0.999992141949386 | 1.57161012272836e-05 | 7.8580506136418e-06 |
251 | 0.999990042572357 | 1.99148552855534e-05 | 9.95742764277668e-06 |
252 | 0.999982984189629 | 3.40316207422298e-05 | 1.70158103711149e-05 |
253 | 0.999965779305878 | 6.84413882431739e-05 | 3.42206941215869e-05 |
254 | 0.999931877307761 | 0.000136245384478589 | 6.81226922392947e-05 |
255 | 0.999871434519284 | 0.000257130961432566 | 0.000128565480716283 |
256 | 0.999763789189744 | 0.000472421620512968 | 0.000236210810256484 |
257 | 0.999688588486695 | 0.000622823026609692 | 0.000311411513304846 |
258 | 0.999578568398394 | 0.000842863203212594 | 0.000421431601606297 |
259 | 0.999262179408593 | 0.00147564118281494 | 0.000737820591407472 |
260 | 0.998667128397555 | 0.00266574320489091 | 0.00133287160244545 |
261 | 0.998935682265143 | 0.00212863546971487 | 0.00106431773485743 |
262 | 0.998027329729714 | 0.00394534054057227 | 0.00197267027028614 |
263 | 0.996941089385748 | 0.0061178212285041 | 0.00305891061425205 |
264 | 0.995408349030981 | 0.00918330193803867 | 0.00459165096901934 |
265 | 0.993959163856831 | 0.0120816722863384 | 0.00604083614316918 |
266 | 0.990467855747202 | 0.0190642885055968 | 0.00953214425279841 |
267 | 0.987307774527643 | 0.0253844509447151 | 0.0126922254723575 |
268 | 0.983139375694494 | 0.033721248611012 | 0.016860624305506 |
269 | 0.999338364596699 | 0.00132327080660273 | 0.000661635403301366 |
270 | 0.998866338166146 | 0.00226732366770803 | 0.00113366183385402 |
271 | 0.998904068607823 | 0.00219186278435337 | 0.00109593139217669 |
272 | 0.9972831136425 | 0.00543377271499942 | 0.00271688635749971 |
273 | 0.995204415418806 | 0.00959116916238811 | 0.00479558458119405 |
274 | 0.988449711563492 | 0.0231005768730164 | 0.0115502884365082 |
275 | 0.973690908028374 | 0.0526181839432514 | 0.0263090919716257 |
276 | 0.951738527183491 | 0.0965229456330184 | 0.0482614728165092 |
277 | 0.899611656944828 | 0.200776686110343 | 0.100388343055172 |
278 | 0.80592943199603 | 0.38814113600794 | 0.19407056800397 |
279 | 0.655288203486504 | 0.689423593026992 | 0.344711796513496 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 224 | 0.82962962962963 | NOK |
5% type I error level | 249 | 0.922222222222222 | NOK |
10% type I error level | 253 | 0.937037037037037 | NOK |