Multiple Linear Regression - Estimated Regression Equation |
Time_in_rfc[t] = -13252.7157987984 + 12.3015251064621Pageviews[t] + 268.299204213339Logins[t] + 135.409743530085Compendium_views_info[t] -82.6399070798182Compendium_views_pr[t] -675.653752653841Shared_compendiums[t] + 425.04731647132Blogged_computations[t] -731.114037164709Compendiums_reviewed[t] + 613.63046242315Feedback_messages[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) | -13252.7157987984 | 4436.283226 | -2.9873 | 0.003063 | 0.001532 |
Pageviews | 12.3015251064621 | 10.422147 | 1.1803 | 0.238873 | 0.119436 |
Logins | 268.299204213339 | 77.856923 | 3.4461 | 0.000656 | 0.000328 |
Compendium_views_info | 135.409743530085 | 22.119158 | 6.1218 | 0 | 0 |
Compendium_views_pr | -82.6399070798182 | 41.845967 | -1.9749 | 0.049266 | 0.024633 |
Shared_compendiums | -675.653752653841 | 675.500581 | -1.0002 | 0.318064 | 0.159032 |
Blogged_computations | 425.04731647132 | 89.510876 | 4.7486 | 3e-06 | 2e-06 |
Compendiums_reviewed | -731.114037164709 | 885.040339 | -0.8261 | 0.409462 | 0.204731 |
Feedback_messages | 613.63046242315 | 236.309433 | 2.5967 | 0.009909 | 0.004954 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.941742445379925 |
R-squared | 0.886878833430162 |
Adjusted R-squared | 0.883646800099595 |
F-TEST (value) | 274.402749823941 |
F-TEST (DF numerator) | 8 |
F-TEST (DF denominator) | 280 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 28086.4528446232 |
Sum Squared Residuals | 220877673350.108 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 146329.887009554 | 64577.1129904461 |
2 | 120982 | 116498.220601942 | 4483.77939805805 |
3 | 176508 | 170821.53397889 | 5686.46602111045 |
4 | 179321 | 251757.574715778 | -72436.5747157783 |
5 | 123185 | 87611.9883421792 | 35573.0116578208 |
6 | 52746 | 56397.0376741701 | -3651.03767417007 |
7 | 385534 | 349173.096859113 | 36360.9031408874 |
8 | 33170 | 35642.277454664 | -2472.27745466402 |
9 | 101645 | 88736.6872874155 | 12908.3127125845 |
10 | 149061 | 158653.168439616 | -9592.16843961589 |
11 | 165446 | 145905.003721521 | 19540.9962784791 |
12 | 237213 | 204841.958542965 | 32371.0414570347 |
13 | 173326 | 189182.701575667 | -15856.701575667 |
14 | 133131 | 137975.074910364 | -4844.07491036354 |
15 | 258873 | 240542.015508221 | 18330.984491779 |
16 | 180083 | 162731.391507814 | 17351.6084921863 |
17 | 324799 | 407161.336304168 | -82362.3363041683 |
18 | 230964 | 191170.714687716 | 39793.2853122838 |
19 | 236785 | 235297.487253542 | 1487.51274645795 |
20 | 135473 | 132017.943605869 | 3455.0563941311 |
21 | 202925 | 202531.568643136 | 393.431356863598 |
22 | 215147 | 204990.500042679 | 10156.4999573205 |
23 | 344297 | 235409.095208308 | 108887.904791692 |
24 | 153935 | 114083.618985469 | 39851.381014531 |
25 | 132943 | 162484.173412439 | -29541.1734124391 |
26 | 174724 | 268599.843740826 | -93875.8437408262 |
27 | 174415 | 224017.782963911 | -49602.7829639112 |
28 | 225548 | 240616.064163598 | -15068.0641635984 |
29 | 223632 | 188857.96030189 | 34774.0396981097 |
30 | 124817 | 132376.996729163 | -7559.99672916326 |
31 | 221698 | 202078.30048311 | 19619.6995168901 |
32 | 210767 | 202499.010387974 | 8267.9896120264 |
33 | 170266 | 169009.211143671 | 1256.78885632896 |
34 | 260561 | 226418.901669774 | 34142.0983302263 |
35 | 84853 | 98868.9498052079 | -14015.9498052079 |
36 | 294424 | 264953.434409237 | 29470.565590763 |
37 | 101011 | 70062.4252846021 | 30948.5747153979 |
38 | 215641 | 209049.019154048 | 6591.98084595209 |
39 | 325107 | 260483.153021515 | 64623.8469784847 |
40 | 7176 | 2992.49648265645 | 4183.50351734355 |
41 | 167542 | 156199.384333501 | 11342.615666499 |
42 | 106408 | 69341.4482780181 | 37066.5517219819 |
43 | 96560 | 125204.304850484 | -28644.3048504836 |
44 | 265769 | 271619.840677953 | -5850.84067795328 |
45 | 269651 | 294721.307854293 | -25070.3078542927 |
46 | 149112 | 158107.132289441 | -8995.13228944109 |
47 | 175824 | 221770.269733949 | -45946.2697339493 |
48 | 152871 | 145994.762424883 | 6876.23757511662 |
49 | 111665 | 109847.367163705 | 1817.63283629506 |
50 | 116408 | 168426.653320144 | -52018.6533201443 |
51 | 362301 | 316775.475856653 | 45525.5241433471 |
52 | 78800 | 87741.763263807 | -8941.76326380702 |
53 | 183167 | 198544.914678719 | -15377.9146787193 |
54 | 277965 | 309264.508112862 | -31299.5081128616 |
55 | 150629 | 200203.8307552 | -49574.8307552004 |
56 | 168809 | 164946.149408559 | 3862.85059144112 |
57 | 24188 | 34994.0354352786 | -10806.0354352786 |
58 | 329267 | 269560.571931147 | 59706.4280688532 |
59 | 65029 | 66755.6650995464 | -1726.66509954644 |
60 | 101097 | 106289.379748405 | -5192.37974840505 |
61 | 218946 | 211387.632091551 | 7558.36790844854 |
62 | 244052 | 212882.208162294 | 31169.791837706 |
63 | 341570 | 319625.091391723 | 21944.9086082772 |
64 | 103597 | 93750.1317742207 | 9846.86822577931 |
65 | 233328 | 234293.892329079 | -965.892329078809 |
66 | 256462 | 247241.647572138 | 9220.3524278625 |
67 | 206161 | 181251.521384426 | 24909.4786155743 |
68 | 311473 | 306703.637455288 | 4769.362544712 |
69 | 235800 | 230572.562299728 | 5227.43770027176 |
70 | 177939 | 223533.605319773 | -45594.6053197733 |
71 | 207176 | 193179.73712496 | 13996.2628750404 |
72 | 196553 | 144087.420984736 | 52465.5790152642 |
73 | 174184 | 137944.548432012 | 36239.4515679876 |
74 | 143246 | 161935.449686343 | -18689.4496863427 |
75 | 187559 | 220925.127353897 | -33366.1273538969 |
76 | 187681 | 206117.732655072 | -18436.7326550725 |
77 | 119016 | 156844.763843724 | -37828.7638437235 |
78 | 182192 | 199673.951051632 | -17481.951051632 |
79 | 73566 | 97708.8918239638 | -24142.8918239638 |
80 | 194979 | 188248.255570413 | 6730.74442958691 |
81 | 167488 | 164858.478897754 | 2629.52110224608 |
82 | 143756 | 177540.825324829 | -33784.825324829 |
83 | 275541 | 231498.292637957 | 44042.7073620428 |
84 | 243199 | 209701.000499605 | 33497.9995003946 |
85 | 182999 | 165112.722199175 | 17886.2778008253 |
86 | 135649 | 164059.993231321 | -28410.9932313209 |
87 | 152299 | 163033.112615723 | -10734.1126157226 |
88 | 120221 | 139404.508960836 | -19183.5089608362 |
89 | 346485 | 286656.583433779 | 59828.4165662213 |
90 | 145790 | 153667.334800564 | -7877.33480056427 |
91 | 193339 | 155930.067585477 | 37408.9324145226 |
92 | 80953 | 92929.3711099551 | -11976.3711099551 |
93 | 122774 | 149937.273941292 | -27163.2739412922 |
94 | 130585 | 118615.208435828 | 11969.791564172 |
95 | 112611 | 92673.7322226833 | 19937.2677773166 |
96 | 286468 | 268410.694985106 | 18057.3050148944 |
97 | 241066 | 219617.955614521 | 21448.044385479 |
98 | 148446 | 276010.409777017 | -127564.409777017 |
99 | 204713 | 191366.98805133 | 13346.0119486705 |
100 | 182079 | 191093.862282296 | -9014.86228229553 |
101 | 140344 | 125338.327985715 | 15005.6720142852 |
102 | 220516 | 243149.840395885 | -22633.8403958852 |
103 | 243060 | 194626.432069938 | 48433.5679300623 |
104 | 162765 | 147261.601613625 | 15503.3983863752 |
105 | 182613 | 146965.267506205 | 35647.7324937953 |
106 | 232138 | 208595.788176825 | 23542.211823175 |
107 | 265318 | 293839.278056042 | -28521.2780560424 |
108 | 85574 | 101636.34310617 | -16062.3431061697 |
109 | 310839 | 283682.624832123 | 27156.3751678773 |
110 | 225060 | 223819.778281568 | 1240.22171843246 |
111 | 232317 | 217623.138965787 | 14693.8610342134 |
112 | 144966 | 167597.171711736 | -22631.1717117361 |
113 | 43287 | 55832.7565147105 | -12545.7565147105 |
114 | 155754 | 160196.906958576 | -4442.90695857639 |
115 | 164709 | 190576.233986141 | -25867.2339861414 |
116 | 201940 | 232678.440927888 | -30738.440927888 |
117 | 235454 | 256671.111575761 | -21217.1115757609 |
118 | 220801 | 174109.722506836 | 46691.2774931645 |
119 | 99466 | 96162.2343989907 | 3303.76560100927 |
120 | 92661 | 111980.673732598 | -19319.6737325981 |
121 | 133328 | 140095.487967233 | -6767.48796723281 |
122 | 61361 | 105780.824508697 | -44419.8245086974 |
123 | 125930 | 152225.503011596 | -26295.5030115962 |
124 | 100750 | 157765.50358887 | -57015.5035888699 |
125 | 224549 | 145858.305224999 | 78690.6947750015 |
126 | 82316 | 61352.0711959409 | 20963.9288040591 |
127 | 102010 | 90259.1027472643 | 11750.8972527356 |
128 | 101523 | 113165.000278444 | -11642.0002784438 |
129 | 243511 | 226928.39910112 | 16582.6008988799 |
130 | 22938 | 18718.9676603675 | 4219.03233963248 |
131 | 41566 | 45169.573675205 | -3603.57367520502 |
132 | 152474 | 195479.219703944 | -43005.2197039442 |
133 | 61857 | 42574.6393506948 | 19282.3606493052 |
134 | 99923 | 164128.332810324 | -64205.3328103242 |
135 | 132487 | 149746.79599671 | -17259.7959967101 |
136 | 317394 | 264687.81716955 | 52706.1828304501 |
137 | 21054 | 17105.4936919339 | 3948.50630806609 |
138 | 209641 | 170039.110193415 | 39601.889806585 |
139 | 22648 | 40278.8248943026 | -17630.8248943026 |
140 | 31414 | 39774.9255640623 | -8360.92556406235 |
141 | 46698 | 71226.8054488822 | -24528.8054488822 |
142 | 131698 | 144396.795846433 | -12698.7958464329 |
143 | 91735 | 85652.010688103 | 6082.98931189702 |
144 | 244749 | 256339.114630235 | -11590.114630235 |
145 | 184510 | 173293.922704395 | 11216.0772956052 |
146 | 79863 | 102520.938023917 | -22657.9380239173 |
147 | 128423 | 130731.080876482 | -2308.08087648249 |
148 | 97839 | 109050.765232492 | -11211.7652324918 |
149 | 38214 | 53452.404702727 | -15238.404702727 |
150 | 151101 | 148630.244108982 | 2470.75589101835 |
151 | 272458 | 244333.844997242 | 28124.1550027585 |
152 | 172494 | 152106.251538045 | 20387.7484619549 |
153 | 108043 | 122918.609157516 | -14875.6091575159 |
154 | 328107 | 319041.903415322 | 9065.09658467829 |
155 | 250579 | 235957.627298676 | 14621.3727013239 |
156 | 351067 | 306186.071886437 | 44880.928113563 |
157 | 158015 | 133147.671956961 | 24867.3280430385 |
158 | 98866 | 77993.9607675369 | 20872.0392324631 |
159 | 85439 | 108149.199351595 | -22710.1993515951 |
160 | 229242 | 241736.505282287 | -12494.5052822866 |
161 | 351619 | 330035.833684174 | 21583.1663158263 |
162 | 84207 | 94744.856916318 | -10537.856916318 |
163 | 120445 | 131578.106939032 | -11133.1069390323 |
164 | 324598 | 340074.892635518 | -15476.8926355176 |
165 | 131069 | 161450.310241505 | -30381.3102415052 |
166 | 204271 | 167784.508136984 | 36486.4918630159 |
167 | 165543 | 169699.230223478 | -4156.23022347826 |
168 | 141722 | 135075.98787002 | 6646.01212997973 |
169 | 116048 | 95633.4909769042 | 20414.5090230958 |
170 | 250047 | 163365.535663387 | 86681.464336613 |
171 | 299775 | 314129.011540891 | -14354.0115408912 |
172 | 195838 | 192170.430444819 | 3667.56955518124 |
173 | 173260 | 171102.827932212 | 2157.17206778751 |
174 | 254488 | 242256.589624101 | 12231.4103758995 |
175 | 104389 | 189974.491821335 | -85585.4918213346 |
176 | 136084 | 132620.498385837 | 3463.50161416284 |
177 | 199476 | 230030.793113548 | -30554.7931135481 |
178 | 92499 | 86673.7509207479 | 5825.24907925212 |
179 | 224330 | 225817.387570047 | -1487.38757004723 |
180 | 135781 | 97405.237019507 | 38375.762980493 |
181 | 74408 | 96560.2731155583 | -22152.2731155583 |
182 | 81240 | 138807.393708142 | -57567.3937081416 |
183 | 14688 | 5186.70940631514 | 9501.29059368486 |
184 | 181633 | 162360.463227852 | 19272.5367721483 |
185 | 271856 | 257126.866187127 | 14729.1338128726 |
186 | 7199 | 2941.9627498696 | 4257.0372501304 |
187 | 46660 | 43086.2899588442 | 3573.71004115578 |
188 | 17547 | 642.055657143737 | 16904.9443428563 |
189 | 133368 | 127175.53496589 | 6192.46503411025 |
190 | 95227 | 93618.6050945309 | 1608.39490546909 |
191 | 152601 | 124986.20857145 | 27614.7914285495 |
192 | 98146 | 104771.243206513 | -6625.24320651323 |
193 | 79619 | 95144.991499559 | -15525.991499559 |
194 | 59194 | 60279.8214109309 | -1085.82141093087 |
195 | 139942 | 138938.530312664 | 1003.46968733569 |
196 | 118612 | 114156.178906771 | 4455.8210932285 |
197 | 72880 | 93016.7840327901 | -20136.7840327901 |
198 | 65475 | 54878.3645256487 | 10596.6354743513 |
199 | 99643 | 132280.808139783 | -32637.8081397835 |
200 | 71965 | 75181.7177416218 | -3216.71774162176 |
201 | 77272 | 71242.174398208 | 6029.82560179202 |
202 | 49289 | 47081.0547072715 | 2207.94529272847 |
203 | 135131 | 121327.260161629 | 13803.739838371 |
204 | 108446 | 101210.834003872 | 7235.16599612799 |
205 | 89746 | 122484.304693524 | -32738.3046935237 |
206 | 44296 | 57619.3927442401 | -13323.3927442401 |
207 | 77648 | 85833.5056559546 | -8185.50565595459 |
208 | 181528 | 136326.523954673 | 45201.4760453272 |
209 | 134019 | 110580.996854551 | 23438.0031454494 |
210 | 124064 | 125278.823409529 | -1214.82340952897 |
211 | 92630 | 81081.4305538629 | 11548.5694461371 |
212 | 121848 | 97404.6360849591 | 24443.3639150408 |
213 | 52915 | 55158.6816523206 | -2243.68165232063 |
214 | 81872 | 79975.5766079649 | 1896.42339203512 |
215 | 58981 | 93200.6448996092 | -34219.6448996092 |
216 | 53515 | 66461.281910847 | -12946.281910847 |
217 | 60812 | 94351.1121417378 | -33539.1121417378 |
218 | 56375 | 48729.5558213185 | 7645.44417868148 |
219 | 65490 | 64113.6639363174 | 1376.33606368255 |
220 | 80949 | 54009.0083544279 | 26939.9916455721 |
221 | 76302 | 94587.3906027214 | -18285.3906027214 |
222 | 104011 | 112293.800442337 | -8282.800442337 |
223 | 98104 | 151738.060586097 | -53634.0605860971 |
224 | 67989 | 62817.8675873701 | 5171.13241262991 |
225 | 30989 | 35330.1109130684 | -4341.11091306841 |
226 | 135458 | 136511.688565634 | -1053.688565634 |
227 | 73504 | 53927.8292020313 | 19576.1707979687 |
228 | 63123 | 89560.6969480979 | -26437.6969480979 |
229 | 61254 | 83528.2772869192 | -22274.2772869192 |
230 | 74914 | 115756.359660506 | -40842.3596605059 |
231 | 31774 | 47091.4826607237 | -15317.4826607238 |
232 | 81437 | 86810.8096981722 | -5373.80969817216 |
233 | 87186 | 120396.289219451 | -33210.2892194514 |
234 | 50090 | 56894.9952396653 | -6804.99523966525 |
235 | 65745 | 95799.0359273554 | -30054.0359273554 |
236 | 56653 | 71368.7751763247 | -14715.7751763247 |
237 | 158399 | 109790.215013459 | 48608.784986541 |
238 | 46455 | 62865.0738743812 | -16410.0738743812 |
239 | 73624 | 87695.4599135397 | -14071.4599135397 |
240 | 38395 | 61748.8863716706 | -23353.8863716706 |
241 | 91899 | 82727.9130685223 | 9171.08693147765 |
242 | 139526 | 139540.04058369 | -14.0405836903188 |
243 | 52164 | 70734.4636063844 | -18570.4636063844 |
244 | 51567 | 59751.8265103118 | -8184.82651031179 |
245 | 70551 | 69902.3845376666 | 648.615462333417 |
246 | 84856 | 96889.8592487957 | -12033.8592487957 |
247 | 102538 | 127434.454422083 | -24896.4544220834 |
248 | 86678 | 65081.2451415902 | 21596.7548584098 |
249 | 85709 | 77411.4102540028 | 8297.58974599721 |
250 | 34662 | 47622.5082905014 | -12960.5082905014 |
251 | 150580 | 134894.77122192 | 15685.2287780803 |
252 | 99611 | 92705.8695481441 | 6905.13045185591 |
253 | 19349 | 6284.13023331008 | 13064.8697666899 |
254 | 99373 | 100160.633896279 | -787.63389627851 |
255 | 86230 | 106307.079736382 | -20077.0797363818 |
256 | 30837 | 30153.047099582 | 683.952900418043 |
257 | 31706 | 41869.1972146101 | -10163.1972146101 |
258 | 89806 | 81887.896804774 | 7918.10319522596 |
259 | 62088 | 50298.9894984594 | 11789.0105015406 |
260 | 40151 | 35021.1433819797 | 5129.85661802034 |
261 | 27634 | 45544.6238489928 | -17910.6238489928 |
262 | 76990 | 69803.6815370026 | 7186.31846299739 |
263 | 37460 | 24978.5797397923 | 12481.4202602077 |
264 | 54157 | 63499.8398695833 | -9342.83986958327 |
265 | 49862 | 60022.0189646415 | -10160.0189646415 |
266 | 84337 | 78953.6789064941 | 5383.32109350592 |
267 | 64175 | 86214.0257294571 | -22039.0257294571 |
268 | 59382 | 63315.0486025276 | -3933.0486025276 |
269 | 119308 | 71224.7994819885 | 48083.2005180115 |
270 | 76702 | 92233.872794178 | -15531.872794178 |
271 | 103425 | 112012.697280639 | -8587.6972806388 |
272 | 70344 | 66027.203313918 | 4316.79668608202 |
273 | 43410 | 39833.9951442428 | 3576.00485575718 |
274 | 104838 | 101293.379530041 | 3544.62046995889 |
275 | 62215 | 52829.1882204671 | 9385.8117795329 |
276 | 69304 | 89779.0888886195 | -20475.0888886195 |
277 | 53117 | 38748.6335431113 | 14368.3664568887 |
278 | 19764 | 9080.01687445833 | 10683.9831255417 |
279 | 86680 | 90362.5581043121 | -3682.55810431212 |
280 | 84105 | 68049.9096994057 | 16055.0903005943 |
281 | 77945 | 82633.7354203812 | -4688.7354203812 |
282 | 89113 | 70025.0862043837 | 19087.9137956163 |
283 | 91005 | 93216.4562782892 | -2211.45627828924 |
284 | 40248 | 27896.5980545007 | 12351.4019454993 |
285 | 64187 | 61125.5309164872 | 3061.46908351283 |
286 | 50857 | 58885.1544430708 | -8028.15444307081 |
287 | 56613 | 54474.5494625922 | 2138.45053740784 |
288 | 62792 | 63233.1320389989 | -441.132038998914 |
289 | 72535 | 77215.0155957101 | -4680.01559571011 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
12 | 0.331631638978622 | 0.663263277957245 | 0.668368361021378 |
13 | 0.750980178202321 | 0.498039643595358 | 0.249019821797679 |
14 | 0.631045201844313 | 0.737909596311374 | 0.368954798155687 |
15 | 0.534243391076366 | 0.931513217847269 | 0.465756608923634 |
16 | 0.431297113859099 | 0.862594227718198 | 0.568702886140901 |
17 | 0.93322497935034 | 0.13355004129932 | 0.0667750206496599 |
18 | 0.905689307935539 | 0.188621384128922 | 0.0943106920644609 |
19 | 0.896995794576871 | 0.206008410846259 | 0.10300420542313 |
20 | 0.926932300174532 | 0.146135399650936 | 0.073067699825468 |
21 | 0.908052471464715 | 0.183895057070571 | 0.0919475285352853 |
22 | 0.876844552348105 | 0.246310895303791 | 0.123155447651895 |
23 | 0.997559587562 | 0.00488082487599973 | 0.00244041243799986 |
24 | 0.996444388959583 | 0.00711122208083456 | 0.00355561104041728 |
25 | 0.995363828048268 | 0.0092723439034647 | 0.00463617195173235 |
26 | 0.999110623369946 | 0.00177875326010871 | 0.000889376630054356 |
27 | 0.999484916402139 | 0.00103016719572144 | 0.000515083597860719 |
28 | 0.999156850868754 | 0.00168629826249216 | 0.000843149131246078 |
29 | 0.999123417361174 | 0.0017531652776526 | 0.000876582638826301 |
30 | 0.998976695563498 | 0.0020466088730034 | 0.0010233044365017 |
31 | 0.998950382760385 | 0.00209923447923078 | 0.00104961723961539 |
32 | 0.998347043403541 | 0.0033059131929185 | 0.00165295659645925 |
33 | 0.997531872591797 | 0.00493625481640578 | 0.00246812740820289 |
34 | 0.997686166278591 | 0.00462766744281738 | 0.00231383372140869 |
35 | 0.997748951599679 | 0.00450209680064133 | 0.00225104840032067 |
36 | 0.997225925082066 | 0.00554814983586786 | 0.00277407491793393 |
37 | 0.996296676685176 | 0.00740664662964865 | 0.00370332331482432 |
38 | 0.994678831118885 | 0.0106423377622292 | 0.00532116888111459 |
39 | 0.998324220280462 | 0.00335155943907606 | 0.00167577971953803 |
40 | 0.998614519214429 | 0.00277096157114099 | 0.00138548078557049 |
41 | 0.998043498720181 | 0.00391300255963821 | 0.0019565012798191 |
42 | 0.997510946587375 | 0.00497810682524982 | 0.00248905341262491 |
43 | 0.996941571728952 | 0.00611685654209637 | 0.00305842827104818 |
44 | 0.995639777550336 | 0.00872044489932846 | 0.00436022244966423 |
45 | 0.996682800134957 | 0.00663439973008611 | 0.00331719986504306 |
46 | 0.995441480128505 | 0.00911703974298929 | 0.00455851987149464 |
47 | 0.995175589930844 | 0.00964882013831114 | 0.00482441006915557 |
48 | 0.993336752695962 | 0.0133264946080766 | 0.0066632473040383 |
49 | 0.991206547878538 | 0.0175869042429242 | 0.00879345212146208 |
50 | 0.998500387493076 | 0.00299922501384704 | 0.00149961250692352 |
51 | 0.999838328862103 | 0.000323342275793248 | 0.000161671137896624 |
52 | 0.999775646998221 | 0.000448706003557901 | 0.000224353001778951 |
53 | 0.999720155612964 | 0.000559688774072947 | 0.000279844387036473 |
54 | 0.999685755308209 | 0.000628489383581075 | 0.000314244691790537 |
55 | 0.999893182180238 | 0.00021363563952308 | 0.00010681781976154 |
56 | 0.999841166547188 | 0.000317666905624172 | 0.000158833452812086 |
57 | 0.999813129202827 | 0.000373741594345372 | 0.000186870797172686 |
58 | 0.99995812918829 | 8.37416234204821e-05 | 4.18708117102411e-05 |
59 | 0.999936823256554 | 0.000126353486892888 | 6.31767434464438e-05 |
60 | 0.999912121028962 | 0.000175757942075666 | 8.78789710378329e-05 |
61 | 0.999879593013196 | 0.000240813973608876 | 0.000120406986804438 |
62 | 0.999891863832508 | 0.000216272334983933 | 0.000108136167491966 |
63 | 0.999880262856033 | 0.000239474287934827 | 0.000119737143967414 |
64 | 0.99982619696994 | 0.000347606060119871 | 0.000173803030059936 |
65 | 0.999761760766877 | 0.000476478466245589 | 0.000238239233122795 |
66 | 0.999659654899933 | 0.000680690200134344 | 0.000340345100067172 |
67 | 0.99960959898562 | 0.000780802028760462 | 0.000390401014380231 |
68 | 0.999451134144031 | 0.00109773171193831 | 0.000548865855969155 |
69 | 0.999241465226193 | 0.00151706954761379 | 0.000758534773806894 |
70 | 0.999468541950923 | 0.00106291609815321 | 0.000531458049076604 |
71 | 0.99932290803309 | 0.00135418393381907 | 0.000677091966909537 |
72 | 0.999651176674209 | 0.000697646651581582 | 0.000348823325790791 |
73 | 0.999665214454834 | 0.000669571090331706 | 0.000334785545165853 |
74 | 0.99963519919072 | 0.000729601618560691 | 0.000364800809280345 |
75 | 0.999680124009992 | 0.000639751980015337 | 0.000319875990007669 |
76 | 0.99962982027916 | 0.000740359441679735 | 0.000370179720839868 |
77 | 0.999722850421225 | 0.000554299157549753 | 0.000277149578774877 |
78 | 0.999645188195778 | 0.000709623608443926 | 0.000354811804221963 |
79 | 0.999626721108757 | 0.000746557782486491 | 0.000373278891243245 |
80 | 0.999483019823776 | 0.00103396035244791 | 0.000516980176223955 |
81 | 0.999282382441642 | 0.00143523511671681 | 0.000717617558358404 |
82 | 0.999391078107092 | 0.00121784378581679 | 0.000608921892908393 |
83 | 0.999623082801877 | 0.000753834396246382 | 0.000376917198123191 |
84 | 0.999650195068056 | 0.000699609863887517 | 0.000349804931943758 |
85 | 0.999557975409736 | 0.000884049180528579 | 0.000442024590264289 |
86 | 0.999562128248859 | 0.000875743502281161 | 0.000437871751140581 |
87 | 0.999435979339759 | 0.00112804132048259 | 0.000564020660241297 |
88 | 0.999350971022087 | 0.0012980579558256 | 0.0006490289779128 |
89 | 0.999776085216055 | 0.000447829567890374 | 0.000223914783945187 |
90 | 0.999700430037264 | 0.00059913992547133 | 0.000299569962735665 |
91 | 0.999721834441552 | 0.000556331116895658 | 0.000278165558447829 |
92 | 0.999642990089972 | 0.000714019820056777 | 0.000357009910028389 |
93 | 0.999634515002816 | 0.00073096999436784 | 0.00036548499718392 |
94 | 0.999520585241248 | 0.000958829517503195 | 0.000479414758751597 |
95 | 0.999418577562417 | 0.0011628448751662 | 0.0005814224375831 |
96 | 0.999336049303282 | 0.00132790139343686 | 0.000663950696718432 |
97 | 0.999198608545009 | 0.00160278290998117 | 0.000801391454990584 |
98 | 0.999999363377372 | 1.27324525574438e-06 | 6.36622627872188e-07 |
99 | 0.999999063955484 | 1.87208903150835e-06 | 9.36044515754173e-07 |
100 | 0.999998620727213 | 2.7585455733904e-06 | 1.3792727866952e-06 |
101 | 0.999998078667392 | 3.84266521660477e-06 | 1.92133260830238e-06 |
102 | 0.99999781998462 | 4.36003075966488e-06 | 2.18001537983244e-06 |
103 | 0.999999101744002 | 1.7965119959762e-06 | 8.98255997988101e-07 |
104 | 0.999998759634622 | 2.48073075527401e-06 | 1.24036537763701e-06 |
105 | 0.999998989503407 | 2.02099318498077e-06 | 1.01049659249039e-06 |
106 | 0.99999884260087 | 2.31479826091023e-06 | 1.15739913045511e-06 |
107 | 0.999998797186064 | 2.40562787121274e-06 | 1.20281393560637e-06 |
108 | 0.999998513747591 | 2.97250481749905e-06 | 1.48625240874952e-06 |
109 | 0.999998528634234 | 2.94273153107182e-06 | 1.47136576553591e-06 |
110 | 0.999997760104314 | 4.47979137113623e-06 | 2.23989568556811e-06 |
111 | 0.999997012724197 | 5.97455160646759e-06 | 2.98727580323379e-06 |
112 | 0.999996756186526 | 6.48762694735322e-06 | 3.24381347367661e-06 |
113 | 0.999995654580212 | 8.69083957649778e-06 | 4.34541978824889e-06 |
114 | 0.999993641516297 | 1.27169674067174e-05 | 6.35848370335872e-06 |
115 | 0.999993442359286 | 1.3115281427809e-05 | 6.55764071390452e-06 |
116 | 0.999993670631472 | 1.26587370564726e-05 | 6.32936852823632e-06 |
117 | 0.999992727491347 | 1.45450173061043e-05 | 7.27250865305217e-06 |
118 | 0.999996397129473 | 7.20574105367126e-06 | 3.60287052683563e-06 |
119 | 0.999994631072133 | 1.07378557336627e-05 | 5.36892786683135e-06 |
120 | 0.999993770907674 | 1.2458184651775e-05 | 6.22909232588751e-06 |
121 | 0.999991114742838 | 1.77705143248425e-05 | 8.88525716242123e-06 |
122 | 0.999996086900084 | 7.82619983150031e-06 | 3.91309991575016e-06 |
123 | 0.999995588182803 | 8.82363439401031e-06 | 4.41181719700515e-06 |
124 | 0.999998763506242 | 2.47298751563418e-06 | 1.23649375781709e-06 |
125 | 0.999999945350279 | 1.09299441889559e-07 | 5.46497209447796e-08 |
126 | 0.999999933799923 | 1.32400154938915e-07 | 6.62000774694573e-08 |
127 | 0.999999905129777 | 1.89740445108821e-07 | 9.48702225544107e-08 |
128 | 0.999999861301288 | 2.77397423254289e-07 | 1.38698711627145e-07 |
129 | 0.999999809328937 | 3.81342125831678e-07 | 1.90671062915839e-07 |
130 | 0.999999700271139 | 5.99457722772815e-07 | 2.99728861386407e-07 |
131 | 0.999999543392625 | 9.13214749828944e-07 | 4.56607374914472e-07 |
132 | 0.999999796029571 | 4.07940858613341e-07 | 2.03970429306671e-07 |
133 | 0.999999734082072 | 5.31835855497838e-07 | 2.65917927748919e-07 |
134 | 0.999999968796759 | 6.24064817851096e-08 | 3.12032408925548e-08 |
135 | 0.999999958469988 | 8.30600237277792e-08 | 4.15300118638896e-08 |
136 | 0.999999986729906 | 2.65401887388897e-08 | 1.32700943694449e-08 |
137 | 0.999999978327431 | 4.33451376004781e-08 | 2.1672568800239e-08 |
138 | 0.999999988839122 | 2.23217560582816e-08 | 1.11608780291408e-08 |
139 | 0.999999985814555 | 2.83708891497166e-08 | 1.41854445748583e-08 |
140 | 0.999999978064939 | 4.38701228548232e-08 | 2.19350614274116e-08 |
141 | 0.999999977149161 | 4.57016786029886e-08 | 2.28508393014943e-08 |
142 | 0.999999967605915 | 6.47881704928007e-08 | 3.23940852464003e-08 |
143 | 0.999999949667755 | 1.0066448934354e-07 | 5.03322446717702e-08 |
144 | 0.999999924832539 | 1.5033492142248e-07 | 7.51674607112401e-08 |
145 | 0.99999989839695 | 2.0320609982178e-07 | 1.0160304991089e-07 |
146 | 0.999999886808867 | 2.26382265181225e-07 | 1.13191132590613e-07 |
147 | 0.999999836448307 | 3.2710338629531e-07 | 1.63551693147655e-07 |
148 | 0.999999762889001 | 4.74221997325247e-07 | 2.37110998662623e-07 |
149 | 0.999999673965792 | 6.52068416291933e-07 | 3.26034208145966e-07 |
150 | 0.999999494610175 | 1.01077965048005e-06 | 5.05389825240023e-07 |
151 | 0.999999501723595 | 9.96552810936115e-07 | 4.98276405468058e-07 |
152 | 0.999999432419414 | 1.13516117203454e-06 | 5.6758058601727e-07 |
153 | 0.999999284791993 | 1.43041601380124e-06 | 7.15208006900622e-07 |
154 | 0.999999047276222 | 1.90544755529492e-06 | 9.52723777647461e-07 |
155 | 0.999998847695487 | 2.30460902627294e-06 | 1.15230451313647e-06 |
156 | 0.999999619481592 | 7.61036816340117e-07 | 3.80518408170059e-07 |
157 | 0.999999687199364 | 6.2560127089837e-07 | 3.12800635449185e-07 |
158 | 0.999999706045811 | 5.8790837835362e-07 | 2.9395418917681e-07 |
159 | 0.999999653307287 | 6.93385425111629e-07 | 3.46692712555815e-07 |
160 | 0.999999478192374 | 1.04361525155337e-06 | 5.21807625776687e-07 |
161 | 0.999999458233121 | 1.08353375872588e-06 | 5.41766879362939e-07 |
162 | 0.999999245270974 | 1.50945805296662e-06 | 7.54729026483309e-07 |
163 | 0.999999027037855 | 1.94592429022054e-06 | 9.72962145110268e-07 |
164 | 0.999998602343244 | 2.79531351213497e-06 | 1.39765675606748e-06 |
165 | 0.999998716467669 | 2.56706466193967e-06 | 1.28353233096983e-06 |
166 | 0.999999516526849 | 9.66946301998834e-07 | 4.83473150999417e-07 |
167 | 0.99999928520518 | 1.42958964015806e-06 | 7.14794820079031e-07 |
168 | 0.999998904735181 | 2.19052963882614e-06 | 1.09526481941307e-06 |
169 | 0.999998688903199 | 2.62219360244683e-06 | 1.31109680122342e-06 |
170 | 0.999999989678541 | 2.06429182946464e-08 | 1.03214591473232e-08 |
171 | 0.999999983085651 | 3.38286973146397e-08 | 1.69143486573199e-08 |
172 | 0.99999997636932 | 4.72613592354016e-08 | 2.36306796177008e-08 |
173 | 0.999999960382116 | 7.9235767992026e-08 | 3.9617883996013e-08 |
174 | 0.999999981609838 | 3.67803239001395e-08 | 1.83901619500697e-08 |
175 | 0.999999999141512 | 1.71697616840562e-09 | 8.58488084202811e-10 |
176 | 0.999999998576408 | 2.84718466707734e-09 | 1.42359233353867e-09 |
177 | 0.999999998622701 | 2.75459809678694e-09 | 1.37729904839347e-09 |
178 | 0.999999997731204 | 4.53759134065642e-09 | 2.26879567032821e-09 |
179 | 0.999999995995044 | 8.00991202300463e-09 | 4.00495601150231e-09 |
180 | 0.999999998604067 | 2.79186538151724e-09 | 1.39593269075862e-09 |
181 | 0.999999998393703 | 3.21259401658201e-09 | 1.606297008291e-09 |
182 | 0.999999999876577 | 2.46846994428531e-10 | 1.23423497214265e-10 |
183 | 0.999999999774249 | 4.51502939503056e-10 | 2.25751469751528e-10 |
184 | 0.999999999776696 | 4.46608475943909e-10 | 2.23304237971955e-10 |
185 | 0.999999999838528 | 3.22943831704623e-10 | 1.61471915852311e-10 |
186 | 0.999999999711471 | 5.77057490410853e-10 | 2.88528745205427e-10 |
187 | 0.999999999478912 | 1.04217504703671e-09 | 5.21087523518356e-10 |
188 | 0.999999999100996 | 1.79800791389921e-09 | 8.99003956949604e-10 |
189 | 0.999999998712437 | 2.57512620004459e-09 | 1.28756310002229e-09 |
190 | 0.999999997844544 | 4.31091152897776e-09 | 2.15545576448888e-09 |
191 | 0.999999999230621 | 1.53875773649805e-09 | 7.69378868249026e-10 |
192 | 0.999999998609729 | 2.78054263484188e-09 | 1.39027131742094e-09 |
193 | 0.999999997837394 | 4.3252111195751e-09 | 2.16260555978755e-09 |
194 | 0.999999996868762 | 6.26247630295692e-09 | 3.13123815147846e-09 |
195 | 0.999999995125095 | 9.74980935625924e-09 | 4.87490467812962e-09 |
196 | 0.999999992287558 | 1.54248843005574e-08 | 7.71244215027872e-09 |
197 | 0.999999990249427 | 1.9501145093663e-08 | 9.7505725468315e-09 |
198 | 0.999999984615288 | 3.07694240970271e-08 | 1.53847120485135e-08 |
199 | 0.999999989345944 | 2.13081117472249e-08 | 1.06540558736125e-08 |
200 | 0.999999980844966 | 3.83100674624103e-08 | 1.91550337312052e-08 |
201 | 0.999999966549827 | 6.69003450865489e-08 | 3.34501725432745e-08 |
202 | 0.999999949414395 | 1.01171209236266e-07 | 5.05856046181331e-08 |
203 | 0.999999927721995 | 1.44556010622085e-07 | 7.22780053110426e-08 |
204 | 0.999999886179375 | 2.27641249190614e-07 | 1.13820624595307e-07 |
205 | 0.999999884900424 | 2.30199152269461e-07 | 1.1509957613473e-07 |
206 | 0.99999982388572 | 3.52228560427419e-07 | 1.7611428021371e-07 |
207 | 0.999999702858335 | 5.94283330052637e-07 | 2.97141665026319e-07 |
208 | 0.99999996241488 | 7.51702407483045e-08 | 3.75851203741523e-08 |
209 | 0.999999977072196 | 4.58556069829514e-08 | 2.29278034914757e-08 |
210 | 0.999999966323936 | 6.73521271190602e-08 | 3.36760635595301e-08 |
211 | 0.999999954096491 | 9.1807018053438e-08 | 4.5903509026719e-08 |
212 | 0.999999979877375 | 4.02452503195285e-08 | 2.01226251597643e-08 |
213 | 0.999999962439935 | 7.51201306713102e-08 | 3.75600653356551e-08 |
214 | 0.999999931866143 | 1.36267714438718e-07 | 6.81338572193591e-08 |
215 | 0.999999941600442 | 1.16799116098136e-07 | 5.8399558049068e-08 |
216 | 0.999999914340458 | 1.71319084156922e-07 | 8.56595420784611e-08 |
217 | 0.999999953088076 | 9.38238485491666e-08 | 4.69119242745833e-08 |
218 | 0.999999913726883 | 1.7254623435464e-07 | 8.627311717732e-08 |
219 | 0.999999845638243 | 3.08723514985701e-07 | 1.54361757492851e-07 |
220 | 0.999999880015685 | 2.39968629499629e-07 | 1.19984314749814e-07 |
221 | 0.999999797762034 | 4.044759327616e-07 | 2.022379663808e-07 |
222 | 0.999999670391029 | 6.59217942598508e-07 | 3.29608971299254e-07 |
223 | 0.99999990735549 | 1.85289019561453e-07 | 9.26445097807263e-08 |
224 | 0.999999843780666 | 3.12438668040834e-07 | 1.56219334020417e-07 |
225 | 0.999999721266353 | 5.57467293664981e-07 | 2.78733646832491e-07 |
226 | 0.999999478839206 | 1.04232158735169e-06 | 5.21160793675845e-07 |
227 | 0.999999245899443 | 1.50820111336164e-06 | 7.54100556680822e-07 |
228 | 0.999999276980129 | 1.44603974212544e-06 | 7.23019871062719e-07 |
229 | 0.999998908813607 | 2.18237278541392e-06 | 1.09118639270696e-06 |
230 | 0.999999397684679 | 1.2046306421473e-06 | 6.02315321073649e-07 |
231 | 0.999999268518803 | 1.46296239449538e-06 | 7.3148119724769e-07 |
232 | 0.999998631604751 | 2.73679049800011e-06 | 1.36839524900006e-06 |
233 | 0.999999455799496 | 1.08840100863049e-06 | 5.44200504315244e-07 |
234 | 0.999998982833192 | 2.03433361552287e-06 | 1.01716680776144e-06 |
235 | 0.999999262539219 | 1.47492156135447e-06 | 7.37460780677233e-07 |
236 | 0.999998733613446 | 2.53277310773816e-06 | 1.26638655386908e-06 |
237 | 0.999999975484133 | 4.90317330221625e-08 | 2.45158665110813e-08 |
238 | 0.999999965010854 | 6.99782911024172e-08 | 3.49891455512086e-08 |
239 | 0.999999954396019 | 9.12079628222319e-08 | 4.5603981411116e-08 |
240 | 0.999999973658929 | 5.2682142309867e-08 | 2.63410711549335e-08 |
241 | 0.999999949862849 | 1.00274301660371e-07 | 5.01371508301855e-08 |
242 | 0.99999990415734 | 1.91685319362509e-07 | 9.58426596812547e-08 |
243 | 0.999999917262332 | 1.65475335910784e-07 | 8.27376679553922e-08 |
244 | 0.999999846010977 | 3.0797804554104e-07 | 1.5398902277052e-07 |
245 | 0.999999656696619 | 6.8660676208222e-07 | 3.4330338104111e-07 |
246 | 0.999999280384259 | 1.43923148206332e-06 | 7.19615741031659e-07 |
247 | 0.999999068009995 | 1.86398001011957e-06 | 9.31990005059786e-07 |
248 | 0.999998968962387 | 2.06207522596968e-06 | 1.03103761298484e-06 |
249 | 0.999997761492053 | 4.47701589346455e-06 | 2.23850794673228e-06 |
250 | 0.999997018169355 | 5.96366128971631e-06 | 2.98183064485815e-06 |
251 | 0.999996892270744 | 6.21545851267129e-06 | 3.10772925633564e-06 |
252 | 0.999994048598947 | 1.19028021063851e-05 | 5.95140105319253e-06 |
253 | 0.999987125292927 | 2.57494141451225e-05 | 1.28747070725612e-05 |
254 | 0.999972591193155 | 5.48176136895015e-05 | 2.74088068447508e-05 |
255 | 0.999960951587011 | 7.80968259780517e-05 | 3.90484129890259e-05 |
256 | 0.999933753042736 | 0.000132493914527462 | 6.62469572637312e-05 |
257 | 0.999912246616262 | 0.000175506767477001 | 8.77533837385005e-05 |
258 | 0.999832421423009 | 0.000335157153981927 | 0.000167578576990964 |
259 | 0.999738950742945 | 0.000522098514109068 | 0.000261049257054534 |
260 | 0.999481599973996 | 0.00103680005200761 | 0.000518400026003804 |
261 | 0.999525601173783 | 0.00094879765243419 | 0.000474398826217095 |
262 | 0.999153113737716 | 0.00169377252456772 | 0.000846886262283861 |
263 | 0.998309847023023 | 0.00338030595395475 | 0.00169015297697737 |
264 | 0.997300857345525 | 0.00539828530895017 | 0.00269914265447509 |
265 | 0.996760776234076 | 0.00647844753184707 | 0.00323922376592354 |
266 | 0.99364874973088 | 0.0127025005382399 | 0.00635125026911996 |
267 | 0.996816463914154 | 0.0063670721716921 | 0.00318353608584605 |
268 | 0.996173966017468 | 0.00765206796506381 | 0.0038260339825319 |
269 | 0.999978947996527 | 4.21040069453111e-05 | 2.10520034726555e-05 |
270 | 0.999979800510334 | 4.03989793315367e-05 | 2.01994896657684e-05 |
271 | 0.99994552767319 | 0.000108944653619846 | 5.44723268099228e-05 |
272 | 0.99981087141211 | 0.000378257175779841 | 0.000189128587889921 |
273 | 0.999549788670743 | 0.00090042265851365 | 0.000450211329256825 |
274 | 0.998241254935274 | 0.00351749012945171 | 0.00175874506472585 |
275 | 0.994295527672911 | 0.0114089446541772 | 0.00570447232708858 |
276 | 0.99053734478778 | 0.0189253104244397 | 0.00946265521221984 |
277 | 0.971825972564765 | 0.0563480548704708 | 0.0281740274352354 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 248 | 0.932330827067669 | NOK |
5% type I error level | 254 | 0.954887218045113 | NOK |
10% type I error level | 255 | 0.958646616541353 | NOK |