Multiple Linear Regression - Estimated Regression Equation |
Time_in_rfc[t] = -5464.82443688153 + 61.7588771569759Pageviews[t] + 100.929315302149Logins[t] + 1214.06863848102Compendiums_Reviewed[t] + 460.479540215154Totblogs[t] -908.076783176372Shared_Compendiums[t] -48.2888621941098t + 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) | -5464.82443688153 | 7535.796956 | -0.7252 | 0.468942 | 0.234471 |
Pageviews | 61.7588771569759 | 4.189444 | 14.7415 | 0 | 0 |
Logins | 100.929315302149 | 77.327747 | 1.3052 | 0.192884 | 0.096442 |
Compendiums_Reviewed | 1214.06863848102 | 259.221407 | 4.6835 | 4e-06 | 2e-06 |
Totblogs | 460.479540215154 | 56.326695 | 8.1752 | 0 | 0 |
Shared_Compendiums | -908.076783176372 | 683.885343 | -1.3278 | 0.185311 | 0.092656 |
t | -48.2888621941098 | 25.129246 | -1.9216 | 0.055661 | 0.027831 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.938398550822636 |
R-squared | 0.880591840186024 |
Adjusted R-squared | 0.878051241041045 |
F-TEST (value) | 346.607941645029 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 282 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 28753.8776529395 |
Sum Squared Residuals | 233153505382.62 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 188180.378302535 | 22726.6216974646 |
2 | 120982 | 130629.152051556 | -9647.15205155625 |
3 | 176508 | 174696.255858273 | 1811.74414172714 |
4 | 179321 | 232854.215257663 | -53533.2152576633 |
5 | 123185 | 107405.857858985 | 15779.1421410154 |
6 | 52746 | 71702.8121753407 | -18956.8121753407 |
7 | 385534 | 297833.586068045 | 87700.4139319549 |
8 | 33170 | 43033.7689599765 | -9863.76895997649 |
9 | 101645 | 100323.886387838 | 1321.11361216231 |
10 | 149061 | 161963.161416662 | -12902.1614166625 |
11 | 165446 | 152935.289351865 | 12510.7106481347 |
12 | 237213 | 215991.940876679 | 21221.0591233213 |
13 | 173326 | 178098.608198576 | -4772.60819857559 |
14 | 133131 | 141899.476255652 | -8768.47625565239 |
15 | 258873 | 241094.600848539 | 17778.3991514609 |
16 | 180083 | 164292.298456846 | 15790.701543154 |
17 | 324799 | 377130.006910913 | -52331.0069109128 |
18 | 230964 | 206237.557238438 | 24726.4427615624 |
19 | 236785 | 215348.91494716 | 21436.0850528401 |
20 | 135473 | 150396.574974715 | -14923.5749747153 |
21 | 202925 | 215883.155472245 | -12958.1554722451 |
22 | 215147 | 219265.528890175 | -4118.52889017519 |
23 | 344297 | 229308.201082898 | 114988.798917102 |
24 | 153935 | 130097.640268146 | 23837.3597318541 |
25 | 132943 | 167235.76949724 | -34292.7694972404 |
26 | 174724 | 253964.137197622 | -79240.1371976219 |
27 | 174415 | 214539.42394218 | -40124.4239421801 |
28 | 225548 | 234413.502189859 | -8865.50218985855 |
29 | 223632 | 191459.734772783 | 32172.2652272169 |
30 | 124817 | 126889.682248419 | -2072.68224841929 |
31 | 221698 | 201125.099006109 | 20572.9009938908 |
32 | 210767 | 195799.126545549 | 14967.8734544509 |
33 | 170266 | 200714.086820273 | -30448.0868202725 |
34 | 260561 | 216224.486453307 | 44336.5135466929 |
35 | 84853 | 91035.9876339052 | -6182.98763390516 |
36 | 294424 | 264846.897609677 | 29577.102390323 |
37 | 101011 | 77896.4311324807 | 23114.5688675193 |
38 | 215641 | 185476.055993337 | 30164.944006663 |
39 | 325107 | 253116.631829442 | 71990.3681705581 |
40 | 7176 | 5806.57058668808 | 1369.42941331192 |
41 | 167542 | 162190.794030382 | 5351.20596961761 |
42 | 106408 | 83924.8968551937 | 22483.1031448063 |
43 | 96560 | 153144.754438482 | -56584.7544384825 |
44 | 265769 | 255502.415927228 | 10266.584072772 |
45 | 269651 | 244467.719485099 | 25183.2805149015 |
46 | 149112 | 153156.508239721 | -4044.50823972063 |
47 | 175824 | 224150.06473908 | -48326.0647390796 |
48 | 152871 | 145170.843350071 | 7700.1566499289 |
49 | 111665 | 124102.323660551 | -12437.3236605514 |
50 | 116408 | 192308.606025311 | -75900.606025311 |
51 | 362301 | 340454.584240844 | 21846.4157591558 |
52 | 78800 | 92377.536580491 | -13577.536580491 |
53 | 183167 | 217547.28325928 | -34380.2832592799 |
54 | 277965 | 319299.93146506 | -41334.9314650599 |
55 | 150629 | 191487.357350294 | -40858.3573502938 |
56 | 168809 | 166882.99580069 | 1926.00419930957 |
57 | 24188 | 32917.048390596 | -8729.04839059595 |
58 | 329267 | 262029.542259469 | 67237.4577405309 |
59 | 65029 | 66333.4575798874 | -1304.45757988737 |
60 | 101097 | 100188.890886794 | 908.109113205981 |
61 | 218946 | 225476.719586098 | -6530.71958609834 |
62 | 244052 | 240937.907198085 | 3114.09280191517 |
63 | 341570 | 379386.343030414 | -37816.3430304137 |
64 | 103597 | 94950.009817359 | 8646.99018264096 |
65 | 233328 | 306461.31641235 | -73133.3164123504 |
66 | 256462 | 242727.959418298 | 13734.0405817022 |
67 | 206161 | 162126.866087239 | 44034.1339127613 |
68 | 311473 | 303533.047946415 | 7939.95205358454 |
69 | 235800 | 256566.86391465 | -20766.8639146505 |
70 | 177939 | 192667.767732475 | -14728.7677324751 |
71 | 207176 | 196942.58011093 | 10233.4198890696 |
72 | 196553 | 155651.359144651 | 40901.6408553489 |
73 | 174184 | 153937.297286391 | 20246.7027136087 |
74 | 143246 | 174482.936371345 | -31236.936371345 |
75 | 187559 | 227128.099681365 | -39569.0996813653 |
76 | 187681 | 207892.724435504 | -20211.724435504 |
77 | 119016 | 134136.592251108 | -15120.5922511081 |
78 | 182192 | 194202.490703752 | -12010.4907037519 |
79 | 73566 | 83087.8773320162 | -9521.87733201617 |
80 | 194979 | 186174.835581779 | 8804.16441822139 |
81 | 167488 | 166025.257920658 | 1462.74207934219 |
82 | 143756 | 178839.556769534 | -35083.556769534 |
83 | 275541 | 198656.689106382 | 76884.3108936177 |
84 | 243199 | 202356.495971005 | 40842.5040289955 |
85 | 182999 | 151388.565073255 | 31610.4349267445 |
86 | 135649 | 161450.126729613 | -25801.1267296135 |
87 | 152299 | 158441.613952376 | -6142.61395237609 |
88 | 120221 | 129835.641144443 | -9614.64114444289 |
89 | 346485 | 283216.164368922 | 63268.8356310783 |
90 | 145790 | 122407.789258222 | 23382.2107417782 |
91 | 193339 | 205148.83369391 | -11809.8336939103 |
92 | 80953 | 82766.4186907102 | -1813.41869071023 |
93 | 122774 | 138305.908294655 | -15531.9082946548 |
94 | 130585 | 132303.87230387 | -1718.87230387045 |
95 | 112611 | 98338.2941781004 | 14272.7058218996 |
96 | 286468 | 253267.057941877 | 33200.942058123 |
97 | 241066 | 202559.128099968 | 38506.8719000317 |
98 | 148446 | 266608.811511013 | -118162.811511013 |
99 | 204713 | 186107.237755657 | 18605.7622443426 |
100 | 182079 | 212093.444724653 | -30014.4447246527 |
101 | 140344 | 140043.231695705 | 300.768304294886 |
102 | 220516 | 229476.418865945 | -8960.41886594495 |
103 | 243060 | 202666.193945878 | 40393.8060541215 |
104 | 162765 | 156257.603671015 | 6507.39632898512 |
105 | 182613 | 177830.134177418 | 4782.8658225817 |
106 | 232138 | 221877.952735845 | 10260.0472641553 |
107 | 265318 | 292068.337404621 | -26750.3374046207 |
108 | 85574 | 114953.711094989 | -29379.7110949888 |
109 | 310839 | 308043.635731025 | 2795.36426897529 |
110 | 225060 | 204497.918264198 | 20562.0817358017 |
111 | 232317 | 233783.340680727 | -1466.34068072654 |
112 | 144966 | 150980.936428176 | -6014.93642817638 |
113 | 43287 | 69668.8830668901 | -26381.8830668901 |
114 | 155754 | 157096.728463651 | -1342.72846365126 |
115 | 164709 | 215406.34767745 | -50697.3476774495 |
116 | 201940 | 198072.564697369 | 3867.43530263089 |
117 | 235454 | 221328.79508743 | 14125.2049125703 |
118 | 220801 | 177515.269973136 | 43285.7300268637 |
119 | 99466 | 101062.478759221 | -1596.47875922079 |
120 | 92661 | 130783.60715224 | -38122.6071522401 |
121 | 133328 | 146192.013602231 | -12864.0136022314 |
122 | 61361 | 97685.0247210096 | -36324.0247210096 |
123 | 125930 | 170607.2879254 | -44677.2879254 |
124 | 100750 | 138057.261477799 | -37307.2614777994 |
125 | 224549 | 157819.097431531 | 66729.9025684687 |
126 | 82316 | 63207.7883227309 | 19108.2116772691 |
127 | 102010 | 87026.433030257 | 14983.566969743 |
128 | 101523 | 132856.47929157 | -31333.4792915702 |
129 | 243511 | 225923.89442365 | 17587.1055763501 |
130 | 22938 | 19693.9811801309 | 3244.01881986908 |
131 | 41566 | 46047.5590786016 | -4481.55907860157 |
132 | 152474 | 179203.079078205 | -26729.0790782053 |
133 | 61857 | 45984.0696836628 | 15872.9303163371 |
134 | 99923 | 164431.430036889 | -64508.4300368888 |
135 | 132487 | 162441.234898336 | -29954.2348983359 |
136 | 317394 | 270160.924482922 | 47233.0755170782 |
137 | 21054 | 15277.07410797 | 5776.92589202995 |
138 | 209641 | 162971.852616209 | 46669.1473837908 |
139 | 22648 | 54405.1062714049 | -31757.1062714049 |
140 | 31414 | 45093.3788664053 | -13679.3788664053 |
141 | 46698 | 63904.9727711918 | -17206.9727711918 |
142 | 131698 | 157225.220026463 | -25527.2200264634 |
143 | 91735 | 84309.1643754312 | 7425.83562456877 |
144 | 244749 | 248613.6188728 | -3864.61887280039 |
145 | 184510 | 171629.11406353 | 12880.8859364699 |
146 | 79863 | 120834.162067306 | -40971.1620673056 |
147 | 128423 | 123701.134541534 | 4721.8654584657 |
148 | 97839 | 123362.799417839 | -25523.7994178388 |
149 | 38214 | 42930.9957929221 | -4716.99579292208 |
150 | 151101 | 146630.409588015 | 4470.59041198483 |
151 | 272458 | 239607.390994071 | 32850.6090059292 |
152 | 172494 | 173585.476649595 | -1091.47664959497 |
153 | 108043 | 115211.547860165 | -7168.54786016462 |
154 | 328107 | 281983.632884753 | 46123.3671152469 |
155 | 250579 | 226307.404287183 | 24271.5957128169 |
156 | 351067 | 326119.87843474 | 24947.1215652604 |
157 | 158015 | 125316.701183389 | 32698.2988166108 |
158 | 98866 | 92993.5421092933 | 5872.45789070675 |
159 | 85439 | 101182.024387155 | -15743.0243871545 |
160 | 229242 | 222190.383236411 | 7051.61676358891 |
161 | 351619 | 344738.878932858 | 6880.12106714224 |
162 | 84207 | 85518.7369109775 | -1311.7369109775 |
163 | 120445 | 131758.511170527 | -11313.5111705271 |
164 | 324598 | 305278.043727833 | 19319.9562721673 |
165 | 131069 | 155903.955771026 | -24834.9557710259 |
166 | 204271 | 175992.364385559 | 28278.6356144406 |
167 | 165543 | 190822.376049178 | -25279.3760491776 |
168 | 141722 | 135757.863274946 | 5964.13672505444 |
169 | 116048 | 103628.356544896 | 12419.6434551045 |
170 | 250047 | 157865.67389713 | 92181.3261028696 |
171 | 299775 | 278853.691617868 | 20921.3083821319 |
172 | 195838 | 221320.113697479 | -25482.1136974786 |
173 | 173260 | 147897.468443818 | 25362.5315561815 |
174 | 254488 | 238189.697236607 | 16298.3027633928 |
175 | 104389 | 161393.456036635 | -57004.4560366348 |
176 | 136084 | 120660.03846143 | 15423.9615385699 |
177 | 199476 | 222657.413959919 | -23181.4139599194 |
178 | 92499 | 80043.0829672662 | 12455.9170327338 |
179 | 224330 | 233109.234171359 | -8779.23417135909 |
180 | 135781 | 94952.3351360141 | 40828.6648639859 |
181 | 74408 | 95988.2138799834 | -21580.2138799834 |
182 | 81240 | 117662.265150397 | -36422.2651503972 |
183 | 14688 | 1794.09220718758 | 12893.9077928124 |
184 | 181633 | 173120.371362511 | 8512.62863748918 |
185 | 271856 | 259554.641560734 | 12301.3584392662 |
186 | 7199 | -1853.43853648097 | 9052.43853648097 |
187 | 46660 | 28854.0296264716 | 17805.9703735284 |
188 | 17547 | -2734.97501460341 | 20281.9750146034 |
189 | 133368 | 134568.711304161 | -1200.71130416121 |
190 | 95227 | 92086.8552037349 | 3140.14479626506 |
191 | 152601 | 125123.637660896 | 27477.3623391035 |
192 | 98146 | 79257.3039969263 | 18888.6960030737 |
193 | 79619 | 105399.057728759 | -25780.0577287591 |
194 | 59194 | 102345.887084884 | -43151.8870848835 |
195 | 139942 | 131670.016624594 | 8271.98337540625 |
196 | 118612 | 129175.401822347 | -10563.4018223469 |
197 | 72880 | 77290.8898043555 | -4410.88980435547 |
198 | 65475 | 64587.7698387697 | 887.230161230276 |
199 | 99643 | 124270.927431669 | -24627.927431669 |
200 | 71965 | 91088.2985395817 | -19123.2985395817 |
201 | 77272 | 75500.808645768 | 1771.19135423205 |
202 | 49289 | 55651.9903316457 | -6362.99033164572 |
203 | 135131 | 112083.338421046 | 23047.661578954 |
204 | 108446 | 98070.0218274232 | 10375.9781725768 |
205 | 89746 | 118831.893991269 | -29085.8939912688 |
206 | 44296 | 52244.1078196781 | -7948.10781967807 |
207 | 77648 | 87464.714699312 | -9816.71469931204 |
208 | 181528 | 126364.618189239 | 55163.3818107609 |
209 | 134019 | 108330.290780984 | 25688.7092190159 |
210 | 124064 | 107133.507837767 | 16930.4921622334 |
211 | 92630 | 82697.4734080005 | 9932.52659199949 |
212 | 121848 | 105260.398909754 | 16587.6010902455 |
213 | 52915 | 56886.0740252666 | -3971.07402526663 |
214 | 81872 | 63287.4563130002 | 18584.5436869998 |
215 | 58981 | 84290.8750751896 | -25309.8750751896 |
216 | 53515 | 64893.4003774853 | -11378.4003774853 |
217 | 60812 | 85793.2383648933 | -24981.2383648933 |
218 | 56375 | 51092.9707966823 | 5282.02920331765 |
219 | 65490 | 57866.0414923885 | 7623.95850761152 |
220 | 80949 | 45758.0935951133 | 35190.9064048867 |
221 | 76302 | 87919.4261604984 | -11617.4261604984 |
222 | 104011 | 129584.419388407 | -25573.4193884072 |
223 | 98104 | 165834.74476009 | -67730.7447600898 |
224 | 67989 | 65966.5752281943 | 2022.42477180567 |
225 | 30989 | 27074.6581033919 | 3914.34189660813 |
226 | 135458 | 145845.14526741 | -10387.1452674097 |
227 | 73504 | 60145.7780255217 | 13358.2219744783 |
228 | 63123 | 96227.683440578 | -33104.683440578 |
229 | 61254 | 98636.7459381946 | -37382.7459381946 |
230 | 74914 | 117806.712363828 | -42892.7123638279 |
231 | 31774 | 44217.4875738104 | -12443.4875738104 |
232 | 81437 | 92443.7542812955 | -11006.7542812955 |
233 | 87186 | 118480.379405975 | -31294.3794059751 |
234 | 50090 | 60007.053544266 | -9917.05354426601 |
235 | 65745 | 96596.9467336248 | -30851.9467336248 |
236 | 56653 | 64575.2075137618 | -7922.20751376184 |
237 | 158399 | 98416.387690388 | 59982.6123096119 |
238 | 46455 | 63105.4848465716 | -16650.4848465716 |
239 | 73624 | 86036.494884923 | -12412.494884923 |
240 | 38395 | 59446.5638312354 | -21051.5638312354 |
241 | 91899 | 86598.2864209196 | 5300.71357908042 |
242 | 139526 | 164672.386789058 | -25146.3867890575 |
243 | 52164 | 67664.2835357771 | -15500.2835357771 |
244 | 51567 | 52880.9934315104 | -1313.99343151044 |
245 | 70551 | 73072.1120774293 | -2521.11207742925 |
246 | 84856 | 89102.3967189338 | -4246.39671893378 |
247 | 102538 | 131420.90749036 | -28882.9074903598 |
248 | 86678 | 56636.3800478213 | 30041.6199521787 |
249 | 85709 | 73111.2684155473 | 12597.7315844527 |
250 | 34662 | 40759.8884196653 | -6097.88841966526 |
251 | 150580 | 133483.367365326 | 17096.6326346736 |
252 | 99611 | 96907.4622736482 | 2703.53772635185 |
253 | 19349 | 4799.56882667409 | 14549.4311733259 |
254 | 99373 | 95476.7782187505 | 3896.22178124952 |
255 | 86230 | 88943.4779866795 | -2713.47798667955 |
256 | 30837 | 19496.106271097 | 11340.893728903 |
257 | 31706 | 40405.8961560756 | -8699.89615607556 |
258 | 89806 | 68961.2194919654 | 20844.7805080346 |
259 | 62088 | 46995.3679226537 | 15092.6320773463 |
260 | 40151 | 30627.6774608055 | 9523.32253919451 |
261 | 27634 | 39532.5775891423 | -11898.5775891423 |
262 | 76990 | 74219.2866356502 | 2770.7133643498 |
263 | 37460 | 26089.9377554542 | 11370.0622445458 |
264 | 54157 | 63234.460421342 | -9077.46042134205 |
265 | 49862 | 56545.7227224717 | -6683.72272247175 |
266 | 84337 | 71737.0416077796 | 12599.9583922204 |
267 | 64175 | 80636.722523042 | -16461.722523042 |
268 | 59382 | 63017.4469031351 | -3635.44690313511 |
269 | 119308 | 64699.7184456064 | 54608.2815543936 |
270 | 76702 | 94340.5859873435 | -17638.5859873435 |
271 | 103425 | 121321.684217745 | -17896.6842177455 |
272 | 70344 | 54823.7598844832 | 15520.2401155169 |
273 | 43410 | 32992.9277816907 | 10417.0722183093 |
274 | 104838 | 94573.6047294036 | 10264.3952705964 |
275 | 62215 | 50090.0208700441 | 12124.9791299559 |
276 | 69304 | 78841.4189343118 | -9537.41893431179 |
277 | 53117 | 35109.5854737982 | 18007.4145262018 |
278 | 19764 | 6048.15954245701 | 13715.840457543 |
279 | 86680 | 89886.733731699 | -3206.73373169905 |
280 | 84105 | 64597.6086323667 | 19507.3913676333 |
281 | 77945 | 75168.6443858204 | 2776.35561417961 |
282 | 89113 | 63033.3186302581 | 26079.6813697419 |
283 | 91005 | 83082.1995465706 | 7922.80045342942 |
284 | 40248 | 21755.7698957475 | 18492.2301042525 |
285 | 64187 | 47637.5136437967 | 16549.4863562033 |
286 | 50857 | 76662.6149993885 | -25805.6149993885 |
287 | 56613 | 54202.8690177514 | 2410.13098224862 |
288 | 62792 | 82277.5357673272 | -19485.5357673272 |
289 | 72535 | 66300.3095418018 | 6234.69045819815 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
10 | 0.372498679611881 | 0.744997359223762 | 0.627501320388119 |
11 | 0.372600110363401 | 0.745200220726803 | 0.627399889636599 |
12 | 0.894777369941568 | 0.210445260116864 | 0.105222630058432 |
13 | 0.848666984375926 | 0.302666031248147 | 0.151333015624074 |
14 | 0.775371340333203 | 0.449257319333593 | 0.224628659666797 |
15 | 0.700719563938819 | 0.598560872122362 | 0.299280436061181 |
16 | 0.658753434273157 | 0.682493131453686 | 0.341246565726843 |
17 | 0.761988612412175 | 0.47602277517565 | 0.238011387587825 |
18 | 0.738510012596312 | 0.522979974807376 | 0.261489987403688 |
19 | 0.720929332860593 | 0.558141334278814 | 0.279070667139407 |
20 | 0.790708191857752 | 0.418583616284497 | 0.209291808142248 |
21 | 0.768852198045996 | 0.462295603908008 | 0.231147801954004 |
22 | 0.707912511397032 | 0.584174977205937 | 0.292087488602968 |
23 | 0.981596366179216 | 0.0368072676415677 | 0.0184036338207839 |
24 | 0.973464232429022 | 0.0530715351419557 | 0.0265357675709779 |
25 | 0.976100474354402 | 0.0477990512911967 | 0.0238995256455984 |
26 | 0.997963387561207 | 0.00407322487758701 | 0.00203661243879351 |
27 | 0.997680235535045 | 0.00463952892990952 | 0.00231976446495476 |
28 | 0.996413654012516 | 0.00717269197496781 | 0.00358634598748391 |
29 | 0.997457484647781 | 0.00508503070443808 | 0.00254251535221904 |
30 | 0.996090640662802 | 0.00781871867439699 | 0.00390935933719849 |
31 | 0.994637456598108 | 0.0107250868037848 | 0.00536254340189238 |
32 | 0.992647220334828 | 0.0147055593303449 | 0.00735277966517243 |
33 | 0.990848253755304 | 0.0183034924893912 | 0.00915174624469558 |
34 | 0.995790711804632 | 0.00841857639073518 | 0.00420928819536759 |
35 | 0.993878707768022 | 0.0122425844639567 | 0.00612129223197833 |
36 | 0.991859046552745 | 0.0162819068945095 | 0.00814095344725476 |
37 | 0.989096643847119 | 0.0218067123057626 | 0.0109033561528813 |
38 | 0.987319179880673 | 0.0253616402386543 | 0.0126808201193272 |
39 | 0.996183321040066 | 0.00763335791986731 | 0.00381667895993366 |
40 | 0.995410548929917 | 0.00917890214016534 | 0.00458945107008267 |
41 | 0.993568615649485 | 0.0128627687010305 | 0.00643138435051525 |
42 | 0.991547732019315 | 0.0169045359613705 | 0.00845226798068527 |
43 | 0.997204517220295 | 0.00559096555940964 | 0.00279548277970482 |
44 | 0.99651272041829 | 0.00697455916342044 | 0.00348727958171022 |
45 | 0.995383822571319 | 0.00923235485736261 | 0.0046161774286813 |
46 | 0.993602057927103 | 0.0127958841457934 | 0.00639794207289672 |
47 | 0.996402737814508 | 0.00719452437098379 | 0.0035972621854919 |
48 | 0.995078795340154 | 0.00984240931969137 | 0.00492120465984568 |
49 | 0.993798616502255 | 0.0124027669954905 | 0.00620138349774524 |
50 | 0.998050681644945 | 0.0038986367101093 | 0.00194931835505465 |
51 | 0.997796132784672 | 0.00440773443065543 | 0.00220386721532771 |
52 | 0.996970671005903 | 0.00605865798819326 | 0.00302932899409663 |
53 | 0.997312056182889 | 0.00537588763422187 | 0.00268794381711093 |
54 | 0.998514735748252 | 0.00297052850349688 | 0.00148526425174844 |
55 | 0.998838767589975 | 0.00232246482004982 | 0.00116123241002491 |
56 | 0.99839380747811 | 0.0032123850437795 | 0.00160619252188975 |
57 | 0.997792147351523 | 0.00441570529695341 | 0.00220785264847671 |
58 | 0.999386270830837 | 0.00122745833832613 | 0.000613729169163065 |
59 | 0.999147915483103 | 0.00170416903379464 | 0.000852084516897318 |
60 | 0.998799476068778 | 0.00240104786244377 | 0.00120052393122189 |
61 | 0.998336749232867 | 0.00332650153426553 | 0.00166325076713277 |
62 | 0.997771953291552 | 0.00445609341689548 | 0.00222804670844774 |
63 | 0.998436534462739 | 0.00312693107452185 | 0.00156346553726092 |
64 | 0.997996248617404 | 0.0040075027651923 | 0.00200375138259615 |
65 | 0.999739121899883 | 0.000521756200234589 | 0.000260878100117295 |
66 | 0.999664600424743 | 0.000670799150514115 | 0.000335399575257058 |
67 | 0.999811173926217 | 0.000377652147566673 | 0.000188826073783337 |
68 | 0.99974068222503 | 0.000518635549940619 | 0.00025931777497031 |
69 | 0.999678637692619 | 0.000642724614762293 | 0.000321362307381147 |
70 | 0.999561181567134 | 0.000877636865731675 | 0.000438818432865838 |
71 | 0.999429694179095 | 0.00114061164180947 | 0.000570305820904734 |
72 | 0.999612317978832 | 0.000775364042336131 | 0.000387682021168065 |
73 | 0.999549205954221 | 0.000901588091557959 | 0.00045079404577898 |
74 | 0.999554325734039 | 0.000891348531921034 | 0.000445674265960517 |
75 | 0.999614197576629 | 0.000771604846743095 | 0.000385802423371547 |
76 | 0.999508735490741 | 0.000982529018517052 | 0.000491264509258526 |
77 | 0.99934314027744 | 0.00131371944511914 | 0.000656859722559568 |
78 | 0.999116216849034 | 0.00176756630193285 | 0.000883783150966423 |
79 | 0.998802147482154 | 0.00239570503569223 | 0.00119785251784611 |
80 | 0.998498238973925 | 0.00300352205214951 | 0.00150176102607476 |
81 | 0.998003935144113 | 0.00399212971177423 | 0.00199606485588711 |
82 | 0.997978730915555 | 0.00404253816888988 | 0.00202126908444494 |
83 | 0.999724547437255 | 0.000550905125490636 | 0.000275452562745318 |
84 | 0.999806919581015 | 0.000386160837970928 | 0.000193080418985464 |
85 | 0.999824673429325 | 0.000350653141349849 | 0.000175326570674924 |
86 | 0.999798535895727 | 0.00040292820854646 | 0.00020146410427323 |
87 | 0.99971806132407 | 0.000563877351858968 | 0.000281938675929484 |
88 | 0.999613971533811 | 0.000772056932378623 | 0.000386028466189311 |
89 | 0.999889939722007 | 0.000220120555986795 | 0.000110060277993397 |
90 | 0.999877651758714 | 0.000244696482572085 | 0.000122348241286042 |
91 | 0.999835958115613 | 0.000328083768773276 | 0.000164041884386638 |
92 | 0.999769493401776 | 0.00046101319644855 | 0.000230506598224275 |
93 | 0.999700752922631 | 0.000598494154737859 | 0.000299247077368929 |
94 | 0.999586620165647 | 0.000826759668706733 | 0.000413379834353366 |
95 | 0.99948162844775 | 0.00103674310449939 | 0.000518371552249696 |
96 | 0.999520222652113 | 0.000959554695774263 | 0.000479777347887131 |
97 | 0.999612963867083 | 0.000774072265833973 | 0.000387036132916987 |
98 | 0.999998318545551 | 3.3629088990096e-06 | 1.6814544495048e-06 |
99 | 0.999997910293121 | 4.17941375884883e-06 | 2.08970687942442e-06 |
100 | 0.999997767534942 | 4.46493011639446e-06 | 2.23246505819723e-06 |
101 | 0.999996632954579 | 6.73409084296502e-06 | 3.36704542148251e-06 |
102 | 0.999995077180514 | 9.84563897186076e-06 | 4.92281948593038e-06 |
103 | 0.999996945027118 | 6.10994576474496e-06 | 3.05497288237248e-06 |
104 | 0.999995583981346 | 8.83203730810244e-06 | 4.41601865405122e-06 |
105 | 0.999993597619917 | 1.28047601656515e-05 | 6.40238008282574e-06 |
106 | 0.999991154683231 | 1.76906335372535e-05 | 8.84531676862676e-06 |
107 | 0.999990104986144 | 1.97900277116237e-05 | 9.89501385581184e-06 |
108 | 0.999989676103239 | 2.06477935214733e-05 | 1.03238967607367e-05 |
109 | 0.99998528635577 | 2.94272884600458e-05 | 1.47136442300229e-05 |
110 | 0.999983091242024 | 3.38175159519021e-05 | 1.69087579759511e-05 |
111 | 0.999975555018462 | 4.88899630752443e-05 | 2.44449815376222e-05 |
112 | 0.99996643698905 | 6.71260218998657e-05 | 3.35630109499329e-05 |
113 | 0.999961925397681 | 7.61492046388018e-05 | 3.80746023194009e-05 |
114 | 0.999945581056188 | 0.000108837887623979 | 5.44189438119894e-05 |
115 | 0.999972641856576 | 5.47162868487428e-05 | 2.73581434243714e-05 |
116 | 0.999961485499977 | 7.70290000452946e-05 | 3.85145000226473e-05 |
117 | 0.999950469924535 | 9.90601509310128e-05 | 4.95300754655064e-05 |
118 | 0.999970470994335 | 5.90580113305537e-05 | 2.95290056652768e-05 |
119 | 0.999957660378117 | 8.46792437659852e-05 | 4.23396218829926e-05 |
120 | 0.999964974295414 | 7.00514091720471e-05 | 3.50257045860236e-05 |
121 | 0.999952428240096 | 9.51435198088416e-05 | 4.75717599044208e-05 |
122 | 0.999957888473082 | 8.42230538361556e-05 | 4.21115269180778e-05 |
123 | 0.999973441012229 | 5.3117975541385e-05 | 2.65589877706925e-05 |
124 | 0.999977289067177 | 4.54218656454397e-05 | 2.27109328227198e-05 |
125 | 0.999996495240227 | 7.00951954545118e-06 | 3.50475977272559e-06 |
126 | 0.999995867070388 | 8.26585922409197e-06 | 4.13292961204598e-06 |
127 | 0.999994713202701 | 1.05735945976133e-05 | 5.28679729880665e-06 |
128 | 0.999994995998899 | 1.00080022018409e-05 | 5.00400110092047e-06 |
129 | 0.999993762761414 | 1.24744771728849e-05 | 6.23723858644245e-06 |
130 | 0.999990933212149 | 1.81335757021616e-05 | 9.06678785108082e-06 |
131 | 0.999986714957951 | 2.6570084098676e-05 | 1.3285042049338e-05 |
132 | 0.999985821306915 | 2.83573861696509e-05 | 1.41786930848255e-05 |
133 | 0.999982583009859 | 3.48339802813207e-05 | 1.74169901406603e-05 |
134 | 0.999996804529301 | 6.39094139799299e-06 | 3.1954706989965e-06 |
135 | 0.999996983005683 | 6.03398863349746e-06 | 3.01699431674873e-06 |
136 | 0.999998602209636 | 2.79558072787059e-06 | 1.39779036393529e-06 |
137 | 0.999997946237936 | 4.10752412729824e-06 | 2.05376206364912e-06 |
138 | 0.999999181969435 | 1.63606112936291e-06 | 8.18030564681453e-07 |
139 | 0.999999264165733 | 1.47166853338147e-06 | 7.35834266690734e-07 |
140 | 0.999998961132581 | 2.07773483771843e-06 | 1.03886741885921e-06 |
141 | 0.999998688670168 | 2.62265966371409e-06 | 1.31132983185705e-06 |
142 | 0.999998712870962 | 2.57425807641439e-06 | 1.28712903820719e-06 |
143 | 0.999998114839312 | 3.77032137544142e-06 | 1.88516068772071e-06 |
144 | 0.999997277811614 | 5.44437677126533e-06 | 2.72218838563266e-06 |
145 | 0.999996595636786 | 6.80872642796981e-06 | 3.40436321398491e-06 |
146 | 0.999998394978854 | 3.21004229104772e-06 | 1.60502114552386e-06 |
147 | 0.999997787891864 | 4.42421627296546e-06 | 2.21210813648273e-06 |
148 | 0.999997626217098 | 4.74756580315478e-06 | 2.37378290157739e-06 |
149 | 0.999996635495655 | 6.72900869014602e-06 | 3.36450434507301e-06 |
150 | 0.999995057002609 | 9.88599478172139e-06 | 4.94299739086069e-06 |
151 | 0.999995539100268 | 8.92179946372661e-06 | 4.46089973186331e-06 |
152 | 0.999993342440606 | 1.33151187879339e-05 | 6.65755939396697e-06 |
153 | 0.999991093836123 | 1.78123277543431e-05 | 8.90616387717155e-06 |
154 | 0.999995751647151 | 8.49670569701447e-06 | 4.24835284850723e-06 |
155 | 0.999995499527543 | 9.00094491411838e-06 | 4.50047245705919e-06 |
156 | 0.999996489210599 | 7.02157880276037e-06 | 3.51078940138018e-06 |
157 | 0.999997390521314 | 5.21895737124921e-06 | 2.60947868562461e-06 |
158 | 0.999996114698679 | 7.77060264236791e-06 | 3.88530132118396e-06 |
159 | 0.999995032594063 | 9.93481187480606e-06 | 4.96740593740303e-06 |
160 | 0.9999929518137 | 1.40963726009467e-05 | 7.04818630047337e-06 |
161 | 0.999990539529682 | 1.89209406364198e-05 | 9.46047031820988e-06 |
162 | 0.999987276403964 | 2.54471920710193e-05 | 1.27235960355096e-05 |
163 | 0.999983783159757 | 3.24336804858181e-05 | 1.62168402429091e-05 |
164 | 0.999980131072158 | 3.97378556845405e-05 | 1.98689278422702e-05 |
165 | 0.999976494824847 | 4.70103503060296e-05 | 2.35051751530148e-05 |
166 | 0.999983029999395 | 3.39400012092203e-05 | 1.69700006046101e-05 |
167 | 0.999979200427127 | 4.15991457463084e-05 | 2.07995728731542e-05 |
168 | 0.999969971628133 | 6.00567437349895e-05 | 3.00283718674948e-05 |
169 | 0.99995935964654 | 8.12807069196388e-05 | 4.06403534598194e-05 |
170 | 0.999999372399937 | 1.25520012608274e-06 | 6.2760006304137e-07 |
171 | 0.99999963111964 | 7.37760720300395e-07 | 3.68880360150197e-07 |
172 | 0.999999488953617 | 1.02209276611808e-06 | 5.11046383059042e-07 |
173 | 0.999999569679461 | 8.60641078151018e-07 | 4.30320539075509e-07 |
174 | 0.999999904372382 | 1.91255236127645e-07 | 9.56276180638226e-08 |
175 | 0.999999951663042 | 9.66739161560343e-08 | 4.83369580780171e-08 |
176 | 0.999999934488304 | 1.31023392206277e-07 | 6.55116961031387e-08 |
177 | 0.999999901789686 | 1.96420627765429e-07 | 9.82103138827146e-08 |
178 | 0.999999850417997 | 2.99164005459567e-07 | 1.49582002729784e-07 |
179 | 0.999999780100343 | 4.39799313764662e-07 | 2.19899656882331e-07 |
180 | 0.999999924491274 | 1.5101745203988e-07 | 7.55087260199401e-08 |
181 | 0.999999896071091 | 2.07857817740014e-07 | 1.03928908870007e-07 |
182 | 0.999999947115315 | 1.05769369886657e-07 | 5.28846849433286e-08 |
183 | 0.999999915033059 | 1.6993388283463e-07 | 8.49669414173149e-08 |
184 | 0.999999913639452 | 1.72721096502713e-07 | 8.63605482513563e-08 |
185 | 0.99999997972386 | 4.05522800349733e-08 | 2.02761400174867e-08 |
186 | 0.999999969353139 | 6.12937223166927e-08 | 3.06468611583464e-08 |
187 | 0.99999995051702 | 9.89659601066127e-08 | 4.94829800533064e-08 |
188 | 0.999999921559711 | 1.5688057754858e-07 | 7.84402887742899e-08 |
189 | 0.999999879435563 | 2.41128874371557e-07 | 1.20564437185779e-07 |
190 | 0.999999805418667 | 3.89162666267297e-07 | 1.94581333133648e-07 |
191 | 0.999999937611645 | 1.24776709962017e-07 | 6.23883549810086e-08 |
192 | 0.999999910127734 | 1.79744532312105e-07 | 8.98722661560524e-08 |
193 | 0.999999888882618 | 2.22234764204348e-07 | 1.11117382102174e-07 |
194 | 0.999999910822339 | 1.78355322557464e-07 | 8.91776612787321e-08 |
195 | 0.999999920589168 | 1.58821663786239e-07 | 7.94108318931197e-08 |
196 | 0.999999886759455 | 2.26481090376156e-07 | 1.13240545188078e-07 |
197 | 0.999999813960468 | 3.72079064019685e-07 | 1.86039532009842e-07 |
198 | 0.999999738819286 | 5.22361427992411e-07 | 2.61180713996206e-07 |
199 | 0.99999962152453 | 7.56950940667286e-07 | 3.78475470333643e-07 |
200 | 0.999999406406512 | 1.18718697697482e-06 | 5.93593488487408e-07 |
201 | 0.999999052257546 | 1.89548490846155e-06 | 9.47742454230773e-07 |
202 | 0.99999844334186 | 3.11331627999384e-06 | 1.55665813999692e-06 |
203 | 0.999998369984695 | 3.26003061077544e-06 | 1.63001530538772e-06 |
204 | 0.99999752671131 | 4.94657737952297e-06 | 2.47328868976148e-06 |
205 | 0.999996851559646 | 6.29688070825208e-06 | 3.14844035412604e-06 |
206 | 0.999995525252898 | 8.94949420461922e-06 | 4.47474710230961e-06 |
207 | 0.99999349628657 | 1.30074268590875e-05 | 6.50371342954374e-06 |
208 | 0.999999722324666 | 5.55350668029506e-07 | 2.77675334014753e-07 |
209 | 0.999999874893735 | 2.50212529107457e-07 | 1.25106264553729e-07 |
210 | 0.999999926560783 | 1.4687843415353e-07 | 7.34392170767652e-08 |
211 | 0.999999914283007 | 1.71433986209292e-07 | 8.57169931046462e-08 |
212 | 0.999999954334511 | 9.13309788423638e-08 | 4.56654894211819e-08 |
213 | 0.999999917961307 | 1.64077385590432e-07 | 8.20386927952159e-08 |
214 | 0.999999904571318 | 1.90857364676403e-07 | 9.54286823382013e-08 |
215 | 0.999999869593836 | 2.60812327318645e-07 | 1.30406163659323e-07 |
216 | 0.99999978281136 | 4.34377280914469e-07 | 2.17188640457234e-07 |
217 | 0.999999740157468 | 5.19685064971015e-07 | 2.59842532485507e-07 |
218 | 0.999999595184473 | 8.09631054013485e-07 | 4.04815527006743e-07 |
219 | 0.999999490773532 | 1.01845293624718e-06 | 5.09226468123591e-07 |
220 | 0.999999769430651 | 4.61138698202587e-07 | 2.30569349101293e-07 |
221 | 0.999999593455539 | 8.13088921466329e-07 | 4.06544460733164e-07 |
222 | 0.999999347688737 | 1.30462252554175e-06 | 6.52311262770874e-07 |
223 | 0.999999755292401 | 4.89415198702697e-07 | 2.44707599351349e-07 |
224 | 0.99999964592845 | 7.081431002715e-07 | 3.5407155013575e-07 |
225 | 0.999999375180971 | 1.2496380579518e-06 | 6.24819028975901e-07 |
226 | 0.999999115293514 | 1.76941297142283e-06 | 8.84706485711417e-07 |
227 | 0.999999012989373 | 1.97402125345239e-06 | 9.87010626726195e-07 |
228 | 0.999998368436293 | 3.26312741484942e-06 | 1.63156370742471e-06 |
229 | 0.999998242555199 | 3.51488960243063e-06 | 1.75744480121531e-06 |
230 | 0.999999149160889 | 1.70167822283961e-06 | 8.50839111419803e-07 |
231 | 0.999998944729972 | 2.11054005677088e-06 | 1.05527002838544e-06 |
232 | 0.99999812228931 | 3.75542138022485e-06 | 1.87771069011243e-06 |
233 | 0.999998410675024 | 3.17864995270092e-06 | 1.58932497635046e-06 |
234 | 0.999997644015999 | 4.71196800178728e-06 | 2.35598400089364e-06 |
235 | 0.999997617151326 | 4.76569734716105e-06 | 2.38284867358052e-06 |
236 | 0.999995956719108 | 8.08656178410198e-06 | 4.04328089205099e-06 |
237 | 0.999999957810366 | 8.43792680994219e-08 | 4.21896340497109e-08 |
238 | 0.999999929558702 | 1.40882595493891e-07 | 7.04412977469456e-08 |
239 | 0.999999867371851 | 2.65256297837155e-07 | 1.32628148918578e-07 |
240 | 0.999999867432916 | 2.65134168108181e-07 | 1.32567084054091e-07 |
241 | 0.999999741891614 | 5.162167725712e-07 | 2.581083862856e-07 |
242 | 0.999999608244717 | 7.8351056589064e-07 | 3.9175528294532e-07 |
243 | 0.999999640699463 | 7.18601073275835e-07 | 3.59300536637917e-07 |
244 | 0.999999255956725 | 1.48808654959131e-06 | 7.44043274795653e-07 |
245 | 0.999998453232587 | 3.09353482641073e-06 | 1.54676741320537e-06 |
246 | 0.999996906102416 | 6.18779516834979e-06 | 3.09389758417489e-06 |
247 | 0.999996809578005 | 6.38084398947691e-06 | 3.19042199473845e-06 |
248 | 0.999996801353895 | 6.39729221078384e-06 | 3.19864610539192e-06 |
249 | 0.999994127071491 | 1.17458570187714e-05 | 5.87292850938572e-06 |
250 | 0.999990239269109 | 1.95214617814623e-05 | 9.76073089073115e-06 |
251 | 0.999988141742365 | 2.37165152694273e-05 | 1.18582576347136e-05 |
252 | 0.999981575634174 | 3.684873165292e-05 | 1.842436582646e-05 |
253 | 0.999963458771533 | 7.30824569336008e-05 | 3.65412284668004e-05 |
254 | 0.99992810836789 | 0.000143783264220276 | 7.1891632110138e-05 |
255 | 0.999860764622809 | 0.000278470754382283 | 0.000139235377191142 |
256 | 0.999738083405676 | 0.0005238331886484 | 0.0002619165943242 |
257 | 0.999623228952557 | 0.000753542094887002 | 0.000376771047443501 |
258 | 0.999508150630541 | 0.000983698738917658 | 0.000491849369458829 |
259 | 0.999169385367002 | 0.00166122926599579 | 0.000830614632997895 |
260 | 0.998484406727253 | 0.00303118654549347 | 0.00151559327274674 |
261 | 0.998704628205684 | 0.00259074358863244 | 0.00129537179431622 |
262 | 0.997609061474775 | 0.00478187705044999 | 0.002390938525225 |
263 | 0.996124798607587 | 0.00775040278482689 | 0.00387520139241345 |
264 | 0.995155802202822 | 0.00968839559435554 | 0.00484419779717777 |
265 | 0.994287548359707 | 0.0114249032805854 | 0.0057124516402927 |
266 | 0.989849449986094 | 0.0203011000278127 | 0.0101505500139064 |
267 | 0.990079026601926 | 0.0198419467961478 | 0.00992097339807388 |
268 | 0.986607331405106 | 0.0267853371897871 | 0.0133926685948936 |
269 | 0.998870867548512 | 0.00225826490297667 | 0.00112913245148834 |
270 | 0.998390067250046 | 0.00321986549990755 | 0.00160993274995377 |
271 | 0.998760800144461 | 0.0024783997110775 | 0.00123919985553875 |
272 | 0.996917525764845 | 0.00616494847030946 | 0.00308247423515473 |
273 | 0.996554373793102 | 0.00689125241379559 | 0.0034456262068978 |
274 | 0.991826880908997 | 0.0163462381820056 | 0.00817311909100282 |
275 | 0.985186812501764 | 0.0296263749964728 | 0.0148131874982364 |
276 | 0.966125782990137 | 0.0677484340197266 | 0.0338742170098633 |
277 | 0.925092062061797 | 0.149815875876405 | 0.0749079379382026 |
278 | 0.888454819974829 | 0.223090360050342 | 0.111545180025171 |
279 | 0.802396042203238 | 0.395207915593524 | 0.197603957796762 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 233 | 0.862962962962963 | NOK |
5% type I error level | 252 | 0.933333333333333 | NOK |
10% type I error level | 254 | 0.940740740740741 | NOK |