Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = -14572.9832946166 + 59.4008766837339pageviews[t] + 110.222841956747logins[t] + 115.996280761006blogged_computations[t] -462.263560688834compendiums_reviewed[t] + 303.490470888175feedback_messages_p1[t] + 137.429192617895feedback_messages_p120[t] + 0.117709478154769totsize[t] + 355.523266890924totblogs[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) | -14572.9832946166 | 4546.347376 | -3.2054 | 0.001505 | 0.000752 |
pageviews | 59.4008766837339 | 4.508386 | 13.1756 | 0 | 0 |
logins | 110.222841956747 | 78.478627 | 1.4045 | 0.16128 | 0.08064 |
blogged_computations | 115.996280761006 | 116.185365 | 0.9984 | 0.318961 | 0.15948 |
compendiums_reviewed | -462.263560688834 | 909.650092 | -0.5082 | 0.611729 | 0.305865 |
feedback_messages_p1 | 303.490470888175 | 275.830732 | 1.1003 | 0.272156 | 0.136078 |
feedback_messages_p120 | 137.429192617895 | 134.585008 | 1.0211 | 0.308073 | 0.154036 |
totsize | 0.117709478154769 | 0.076809 | 1.5325 | 0.126531 | 0.063266 |
totblogs | 355.523266890924 | 82.685568 | 4.2997 | 2.4e-05 | 1.2e-05 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.93946654484329 |
R-squared | 0.88259738887979 |
Adjusted R-squared | 0.87924302856207 |
F-TEST (value) | 263.11943419353 |
F-TEST (DF numerator) | 8 |
F-TEST (DF denominator) | 280 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 28613.0289481446 |
Sum Squared Residuals | 229237519164.462 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 183713.369063965 | 27193.6309360353 |
2 | 120982 | 130126.896215245 | -9144.89621524469 |
3 | 176508 | 173372.321807752 | 3135.67819224758 |
4 | 179321 | 231115.793213317 | -51794.7932133165 |
5 | 123185 | 92363.2298466916 | 30821.7701533084 |
6 | 52746 | 65512.3763572889 | -12766.3763572889 |
7 | 385534 | 295054.028576125 | 90479.9714238749 |
8 | 33170 | 29063.525488464 | 4106.47451153601 |
9 | 101645 | 90960.0091703905 | 10684.9908296095 |
10 | 149061 | 163946.094372916 | -14885.0943729161 |
11 | 165446 | 142330.275600645 | 23115.7243993552 |
12 | 237213 | 203286.620039422 | 33926.3799605782 |
13 | 173326 | 180456.66170045 | -7130.66170044977 |
14 | 133131 | 134830.970070584 | -1699.97007058423 |
15 | 258873 | 230792.139863174 | 28080.860136826 |
16 | 180083 | 158136.239098077 | 21946.760901923 |
17 | 324799 | 375842.225453034 | -51043.2254530336 |
18 | 230964 | 210660.531780807 | 20303.4682191928 |
19 | 236785 | 210236.024897472 | 26548.9751025278 |
20 | 135473 | 144800.814927792 | -9327.81492779207 |
21 | 202925 | 223104.748935577 | -20179.7489355775 |
22 | 215147 | 214273.042264719 | 873.95773528096 |
23 | 344297 | 219816.877204154 | 124480.122795846 |
24 | 153935 | 126934.207257736 | 27000.7927422642 |
25 | 132943 | 176304.204049651 | -43361.204049651 |
26 | 174724 | 249595.484568153 | -74871.4845681525 |
27 | 174415 | 210981.727977513 | -36566.7279775128 |
28 | 225548 | 231140.516692238 | -5592.51669223838 |
29 | 223632 | 189073.221378602 | 34558.7786213982 |
30 | 124817 | 118386.466219738 | 6430.53378026173 |
31 | 221698 | 197288.351725545 | 24409.6482744548 |
32 | 210767 | 200698.352410932 | 10068.6475890679 |
33 | 170266 | 187688.165188417 | -17422.1651884165 |
34 | 260561 | 216708.432648791 | 43852.5673512091 |
35 | 84853 | 93437.7942544391 | -8584.79425443908 |
36 | 294424 | 261848.114402851 | 32575.8855971485 |
37 | 101011 | 71651.6200881231 | 29359.3799118769 |
38 | 215641 | 177867.311077413 | 37773.688922587 |
39 | 325107 | 248189.690366969 | 76917.309633031 |
40 | 7176 | -1483.1313307631 | 8659.1313307631 |
41 | 167542 | 154077.770148122 | 13464.2298518783 |
42 | 106408 | 74752.0717317596 | 31655.9282682404 |
43 | 96560 | 138350.323299245 | -41790.3232992451 |
44 | 265769 | 254540.136796251 | 11228.8632037495 |
45 | 269651 | 247678.257071374 | 21972.7429286264 |
46 | 149112 | 147682.320107161 | 1429.67989283895 |
47 | 175824 | 217766.281684712 | -41942.2816847124 |
48 | 152871 | 143969.63218096 | 8901.3678190403 |
49 | 111665 | 118762.935360119 | -7097.9353601186 |
50 | 116408 | 147204.762416752 | -30796.762416752 |
51 | 362301 | 336269.132982871 | 26031.8670171294 |
52 | 78800 | 80198.1673132741 | -1398.16731327408 |
53 | 183167 | 213084.048805664 | -29917.0488056638 |
54 | 277965 | 324815.680555689 | -46850.6805556887 |
55 | 150629 | 187792.385334015 | -37163.385334015 |
56 | 168809 | 167249.807724546 | 1559.19227545363 |
57 | 24188 | 24407.0400130508 | -219.040013050795 |
58 | 329267 | 265638.115270063 | 63628.8847299366 |
59 | 65029 | 65624.8272022528 | -595.827202252845 |
60 | 101097 | 96044.8188853022 | 5052.18111469776 |
61 | 218946 | 219284.922304709 | -338.922304709106 |
62 | 244052 | 248754.214773128 | -4702.21477312757 |
63 | 341570 | 376302.527256729 | -34732.5272567292 |
64 | 103597 | 88943.3107979166 | 14653.6892020834 |
65 | 233328 | 300203.69960341 | -66875.6996034105 |
66 | 256462 | 239270.483263145 | 17191.5167368552 |
67 | 206161 | 172949.270117876 | 33211.7298821244 |
68 | 311473 | 311892.993627458 | -419.993627458232 |
69 | 235800 | 259507.184793674 | -23707.1847936737 |
70 | 177939 | 188017.706225165 | -10078.7062251652 |
71 | 207176 | 200061.411700339 | 7114.58829966119 |
72 | 196553 | 152787.847813403 | 43765.1521865971 |
73 | 174184 | 148426.554023861 | 25757.4459761395 |
74 | 143246 | 180179.291263515 | -36933.2912635153 |
75 | 187559 | 227787.640501799 | -40228.6405017992 |
76 | 187681 | 207827.184434323 | -20146.1844343226 |
77 | 119016 | 142846.702109233 | -23830.7021092332 |
78 | 182192 | 202553.997912665 | -20361.9979126654 |
79 | 73566 | 81384.3388002086 | -7818.33880020864 |
80 | 194979 | 192103.448138742 | 2875.55186125761 |
81 | 167488 | 160275.516825717 | 7212.48317428334 |
82 | 143756 | 178243.174574341 | -34487.174574341 |
83 | 275541 | 205297.197956743 | 70243.8020432567 |
84 | 243199 | 204570.666172616 | 38628.333827384 |
85 | 182999 | 175265.029701677 | 7733.97029832328 |
86 | 135649 | 164134.209964136 | -28485.209964136 |
87 | 152299 | 152292.641407423 | 6.35859257659635 |
88 | 120221 | 127454.764865307 | -7233.76486530655 |
89 | 346485 | 282199.68384343 | 64285.31615657 |
90 | 145790 | 123778.392143777 | 22011.6078562232 |
91 | 193339 | 183353.992408101 | 9985.007591899 |
92 | 80953 | 81340.6766782342 | -387.67667823421 |
93 | 122774 | 128603.268504473 | -5829.26850447256 |
94 | 130585 | 138835.147909812 | -8250.14790981181 |
95 | 112611 | 95608.5863042479 | 17002.4136957521 |
96 | 286468 | 254293.296746502 | 32174.7032534975 |
97 | 241066 | 190199.786679577 | 50866.2133204234 |
98 | 148446 | 271953.923535421 | -123507.923535421 |
99 | 204713 | 175160.758775484 | 29552.2412245156 |
100 | 182079 | 213770.691427763 | -31691.6914277631 |
101 | 140344 | 137838.382146204 | 2505.6178537957 |
102 | 220516 | 229112.133761564 | -8596.13376156402 |
103 | 243060 | 205397.759458568 | 37662.2405414321 |
104 | 162765 | 163124.973151499 | -359.973151498545 |
105 | 182613 | 180436.256180704 | 2176.7438192962 |
106 | 232138 | 225059.477076768 | 7078.52292323207 |
107 | 265318 | 304860.258445461 | -39542.2584454612 |
108 | 85574 | 105016.458603011 | -19442.4586030109 |
109 | 310839 | 314125.509685537 | -3286.50968553719 |
110 | 225060 | 216157.24654913 | 8902.7534508703 |
111 | 232317 | 233929.258217704 | -1612.25821770359 |
112 | 144966 | 139390.366104358 | 5575.6338956419 |
113 | 43287 | 68368.129760723 | -25081.129760723 |
114 | 155754 | 152785.206163784 | 2968.79383621611 |
115 | 164709 | 201931.341722781 | -37222.3417227809 |
116 | 201940 | 199848.261714768 | 2091.73828523203 |
117 | 235454 | 227797.416050473 | 7656.58394952746 |
118 | 220801 | 175832.246094855 | 44968.7539051454 |
119 | 99466 | 114791.111471602 | -15325.1114716018 |
120 | 92661 | 120683.590521008 | -28022.5905210083 |
121 | 133328 | 142124.345087713 | -8796.34508771337 |
122 | 61361 | 89454.2660974918 | -28093.2660974918 |
123 | 125930 | 169341.72368786 | -43411.7236878598 |
124 | 100750 | 151313.380328689 | -50563.3803286893 |
125 | 224549 | 165245.500276977 | 59303.4997230226 |
126 | 82316 | 65449.5874819444 | 16866.4125180556 |
127 | 102010 | 89828.5751812877 | 12181.4248187124 |
128 | 101523 | 135158.412816865 | -33635.4128168653 |
129 | 243511 | 224689.757251587 | 18821.2427484134 |
130 | 22938 | 14732.920323019 | 8205.07967698097 |
131 | 41566 | 47264.5277970858 | -5698.52779708578 |
132 | 152474 | 177794.738545277 | -25320.7385452767 |
133 | 61857 | 43999.0958958416 | 17857.9041041584 |
134 | 99923 | 161982.662360146 | -62059.6623601455 |
135 | 132487 | 155049.247321771 | -22562.2473217708 |
136 | 317394 | 262450.424883223 | 54943.5751167768 |
137 | 21054 | 12165.4412477265 | 8888.55875227353 |
138 | 209641 | 165872.838240879 | 43768.1617591206 |
139 | 22648 | 48812.6247749893 | -26164.6247749893 |
140 | 31414 | 36933.1878098898 | -5519.18780988977 |
141 | 46698 | 60027.2562724282 | -13329.2562724282 |
142 | 131698 | 157124.600834586 | -25426.6008345856 |
143 | 91735 | 79355.7682592058 | 12379.2317407942 |
144 | 244749 | 250700.72390391 | -5951.72390391005 |
145 | 184510 | 182407.222163815 | 2102.7778361849 |
146 | 79863 | 112148.754391134 | -32285.7543911336 |
147 | 128423 | 134353.456584048 | -5930.45658404779 |
148 | 97839 | 122314.599512093 | -24475.5995120935 |
149 | 38214 | 38873.4165760022 | -659.416576002189 |
150 | 151101 | 151155.362799737 | -54.3627997370153 |
151 | 272458 | 240172.044500155 | 32285.9554998445 |
152 | 172494 | 168567.489254099 | 3926.51074590123 |
153 | 108043 | 114961.039213758 | -6918.03921375841 |
154 | 328107 | 288548.920638809 | 39558.0793611913 |
155 | 250579 | 230921.464895598 | 19657.5351044016 |
156 | 351067 | 338191.745465418 | 12875.2545345818 |
157 | 158015 | 128553.145588583 | 29461.8544114165 |
158 | 98866 | 88041.5466033635 | 10824.4533966365 |
159 | 85439 | 99468.733043421 | -14029.7330434209 |
160 | 229242 | 231046.425900059 | -1804.4259000589 |
161 | 351619 | 344832.169826662 | 6786.83017333844 |
162 | 84207 | 103085.575710298 | -18878.5757102982 |
163 | 120445 | 131255.045006489 | -10810.0450064891 |
164 | 324598 | 310081.237137673 | 14516.7628623267 |
165 | 131069 | 153139.833924654 | -22070.8339246538 |
166 | 204271 | 175568.162018658 | 28702.8379813422 |
167 | 165543 | 182614.692116167 | -17071.6921161668 |
168 | 141722 | 129101.236321922 | 12620.7636780781 |
169 | 116048 | 100482.594907575 | 15565.4050924249 |
170 | 250047 | 162353.691153644 | 87693.308846356 |
171 | 299775 | 288540.342931919 | 11234.6570680812 |
172 | 195838 | 219239.873045474 | -23401.8730454737 |
173 | 173260 | 152711.491312045 | 20548.5086879546 |
174 | 254488 | 249970.512738805 | 4517.48726119538 |
175 | 104389 | 182331.467704627 | -77942.4677046269 |
176 | 136084 | 118059.770030271 | 18024.2299697292 |
177 | 199476 | 229092.353666842 | -29616.3536668418 |
178 | 92499 | 79708.8358224817 | 12790.1641775183 |
179 | 224330 | 239713.754686503 | -15383.7546865028 |
180 | 135781 | 95629.7838584366 | 40151.2161415634 |
181 | 74408 | 100185.644499224 | -25777.6444992236 |
182 | 81240 | 123926.391232224 | -42686.3912322241 |
183 | 14688 | 1775.79224290866 | 12912.2077570913 |
184 | 181633 | 167575.75186126 | 14057.2481387402 |
185 | 271856 | 253193.409039142 | 18662.5909608583 |
186 | 7199 | -1913.70875682994 | 9112.70875682994 |
187 | 46660 | 26556.1925607517 | 20103.8074392483 |
188 | 17547 | -2816.23316718249 | 20363.2331671825 |
189 | 133368 | 134670.452336516 | -1302.45233651642 |
190 | 95227 | 83026.2474207693 | 12200.7525792307 |
191 | 152601 | 124251.989974048 | 28349.0100259517 |
192 | 98146 | 79590.3403206155 | 18555.6596793845 |
193 | 79619 | 106373.458229615 | -26754.458229615 |
194 | 59194 | 101779.327303986 | -42585.3273039861 |
195 | 139942 | 137417.103827844 | 2524.89617215639 |
196 | 118612 | 129501.557063108 | -10889.5570631085 |
197 | 72880 | 78535.2210139908 | -5655.2210139908 |
198 | 65475 | 69680.4375911223 | -4205.43759112233 |
199 | 99643 | 125137.434992128 | -25494.4349921278 |
200 | 71965 | 92040.9299732616 | -20075.9299732616 |
201 | 77272 | 76105.795907282 | 1166.20409271797 |
202 | 49289 | 45519.9216146803 | 3769.07838531972 |
203 | 135131 | 115881.83563428 | 19249.1643657198 |
204 | 108446 | 103823.984993578 | 4622.0150064217 |
205 | 89746 | 120201.724068707 | -30455.7240687065 |
206 | 44296 | 48838.911411172 | -4542.91141117206 |
207 | 77648 | 88490.4460641622 | -10842.4460641622 |
208 | 181528 | 127664.234409919 | 53863.7655900813 |
209 | 134019 | 106888.672146275 | 27130.3278537252 |
210 | 124064 | 111725.386338579 | 12338.6136614205 |
211 | 92630 | 86095.6462078708 | 6534.35379212919 |
212 | 121848 | 105454.555506398 | 16393.4444936018 |
213 | 52915 | 56467.2532862571 | -3552.25328625709 |
214 | 81872 | 68799.9713845001 | 13072.0286154999 |
215 | 58981 | 90648.0626334799 | -31667.0626334799 |
216 | 53515 | 67929.8407957035 | -14414.8407957035 |
217 | 60812 | 87760.4243759803 | -26948.4243759803 |
218 | 56375 | 59833.6728448802 | -3458.67284488021 |
219 | 65490 | 60623.1458749088 | 4866.85412509118 |
220 | 80949 | 47928.8585260423 | 33020.1414739577 |
221 | 76302 | 89855.315522891 | -13553.315522891 |
222 | 104011 | 139984.641288975 | -35973.6412889749 |
223 | 98104 | 165228.081747184 | -67124.0817471844 |
224 | 67989 | 68696.8585256906 | -707.858525690612 |
225 | 30989 | 26465.3549380067 | 4523.64506199332 |
226 | 135458 | 145560.847356939 | -10102.8473569386 |
227 | 73504 | 60045.1373018898 | 13458.8626981102 |
228 | 63123 | 98253.0980595255 | -35130.0980595255 |
229 | 61254 | 93137.6519562292 | -31883.6519562292 |
230 | 74914 | 124945.041501027 | -50031.0415010269 |
231 | 31774 | 44384.6255957191 | -12610.6255957191 |
232 | 81437 | 94448.584985004 | -13011.584985004 |
233 | 87186 | 121547.610456311 | -34361.6104563112 |
234 | 50090 | 57750.4728778158 | -7660.47287781584 |
235 | 65745 | 93419.4110529388 | -27674.4110529388 |
236 | 56653 | 67513.8617360019 | -10860.8617360019 |
237 | 158399 | 101304.732924109 | 57094.2670758909 |
238 | 46455 | 57885.7676641997 | -11430.7676641997 |
239 | 73624 | 84953.3352082015 | -11329.3352082015 |
240 | 38395 | 59177.4191461034 | -20782.4191461034 |
241 | 91899 | 87164.9317560238 | 4734.06824397621 |
242 | 139526 | 166077.357213567 | -26551.3572135672 |
243 | 52164 | 69872.6541070574 | -17708.6541070574 |
244 | 51567 | 58513.9842188695 | -6946.98421886945 |
245 | 70551 | 73783.6259439547 | -3232.62594395472 |
246 | 84856 | 92248.5063034821 | -7392.50630348212 |
247 | 102538 | 136256.857215923 | -33718.8572159232 |
248 | 86678 | 60780.3041668994 | 25897.6958331006 |
249 | 85709 | 77492.3176409414 | 8216.68235905865 |
250 | 34662 | 43335.3055566383 | -8673.30555663826 |
251 | 150580 | 135918.205703823 | 14661.7942961765 |
252 | 99611 | 100961.874609829 | -1350.87460982862 |
253 | 19349 | 6914.93577556295 | 12434.0642244371 |
254 | 99373 | 99682.8547404438 | -309.854740443767 |
255 | 86230 | 89409.2816931659 | -3179.28169316589 |
256 | 30837 | 20659.48256895 | 10177.51743105 |
257 | 31706 | 42204.5761338311 | -10498.5761338311 |
258 | 89806 | 72545.0735342358 | 17260.9264657642 |
259 | 62088 | 48283.2513412316 | 13804.7486587684 |
260 | 40151 | 33643.3596338644 | 6507.64036613557 |
261 | 27634 | 36086.0188249604 | -8452.01882496037 |
262 | 76990 | 81025.1856034799 | -4035.18560347989 |
263 | 37460 | 25725.5792046215 | 11734.4207953785 |
264 | 54157 | 63631.1398456068 | -9474.13984560676 |
265 | 49862 | 62307.9537440748 | -12445.9537440748 |
266 | 84337 | 75036.9447855677 | 9300.05521443232 |
267 | 64175 | 84564.5767710507 | -20389.5767710507 |
268 | 59382 | 62916.4444707585 | -3534.44447075847 |
269 | 119308 | 69472.0252633712 | 49835.9747366288 |
270 | 76702 | 91889.7120220769 | -15187.7120220769 |
271 | 103425 | 121191.430229259 | -17766.4302292592 |
272 | 70344 | 62029.1883036699 | 8314.81169633009 |
273 | 43410 | 36090.4754833023 | 7319.52451669765 |
274 | 104838 | 101183.497396227 | 3654.50260377349 |
275 | 62215 | 54076.607764682 | 8138.39223531805 |
276 | 69304 | 85927.394799953 | -16623.394799953 |
277 | 53117 | 43478.8603449989 | 9638.13965500108 |
278 | 19764 | 11124.3144747934 | 8639.68552520659 |
279 | 86680 | 95093.9338348045 | -8413.93383480451 |
280 | 84105 | 68422.6372671545 | 15682.3627328455 |
281 | 77945 | 81113.3471463406 | -3168.34714634059 |
282 | 89113 | 69768.4831750847 | 19344.5168249153 |
283 | 91005 | 87974.3952987943 | 3030.60470120573 |
284 | 40248 | 25617.9820102154 | 14630.0179897846 |
285 | 64187 | 52519.3099898378 | 11667.6900101622 |
286 | 50857 | 76002.920529864 | -25145.920529864 |
287 | 56613 | 57159.2372259726 | -546.237225972644 |
288 | 62792 | 85016.5540907133 | -22224.5540907133 |
289 | 72535 | 69199.4005067464 | 3335.59949325359 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
12 | 0.796816792255657 | 0.406366415488686 | 0.203183207744343 |
13 | 0.903817418352489 | 0.192365163295022 | 0.0961825816475109 |
14 | 0.886523614059613 | 0.226952771880773 | 0.113476385940387 |
15 | 0.854059318093332 | 0.291881363813336 | 0.145940681906668 |
16 | 0.78465492985973 | 0.430690140280541 | 0.21534507014027 |
17 | 0.853028907892238 | 0.293942184215525 | 0.146971092107762 |
18 | 0.796308710123778 | 0.407382579752445 | 0.203691289876222 |
19 | 0.769711354185674 | 0.460577291628652 | 0.230288645814326 |
20 | 0.790727211869858 | 0.418545576260283 | 0.209272788130142 |
21 | 0.726877723005665 | 0.54624455398867 | 0.273122276994335 |
22 | 0.654980349025468 | 0.690039301949064 | 0.345019650974532 |
23 | 0.936168693564843 | 0.127662612870315 | 0.0638313064351573 |
24 | 0.91634149070522 | 0.167317018589559 | 0.0836585092947795 |
25 | 0.892134840661956 | 0.215730318676088 | 0.107865159338044 |
26 | 0.972247277815049 | 0.0555054443699024 | 0.0277527221849512 |
27 | 0.975539341554644 | 0.0489213168907116 | 0.0244606584453558 |
28 | 0.97245810547571 | 0.0550837890485799 | 0.02754189452429 |
29 | 0.990524753837143 | 0.0189504923257145 | 0.00947524616285724 |
30 | 0.986060110265854 | 0.0278797794682928 | 0.0139398897341464 |
31 | 0.984427067355242 | 0.0311458652895167 | 0.0155729326447584 |
32 | 0.984003036568717 | 0.031993926862566 | 0.015996963431283 |
33 | 0.990228511341068 | 0.0195429773178641 | 0.00977148865893203 |
34 | 0.996961761338026 | 0.00607647732394859 | 0.00303823866197429 |
35 | 0.99571358697677 | 0.00857282604646145 | 0.00428641302323073 |
36 | 0.9943164325192 | 0.0113671349616002 | 0.00568356748080009 |
37 | 0.99288319618266 | 0.0142336076346806 | 0.00711680381734031 |
38 | 0.99278262070593 | 0.0144347585881383 | 0.00721737929406913 |
39 | 0.998635449355007 | 0.00272910128998565 | 0.00136455064499283 |
40 | 0.998113947444718 | 0.00377210511056305 | 0.00188605255528153 |
41 | 0.997293893342775 | 0.00541221331444978 | 0.00270610665722489 |
42 | 0.99642127691132 | 0.00715744617736034 | 0.00357872308868017 |
43 | 0.999236755601753 | 0.00152648879649394 | 0.00076324439824697 |
44 | 0.999043088142596 | 0.00191382371480889 | 0.000956911857404443 |
45 | 0.998690750857447 | 0.00261849828510515 | 0.00130924914255258 |
46 | 0.99810396092652 | 0.00379207814695872 | 0.00189603907347936 |
47 | 0.99889896976879 | 0.00220206046241789 | 0.00110103023120895 |
48 | 0.99841826337514 | 0.00316347324971879 | 0.00158173662485939 |
49 | 0.997905092197975 | 0.00418981560405004 | 0.00209490780202502 |
50 | 0.998667812058192 | 0.00266437588361647 | 0.00133218794180823 |
51 | 0.998405359239595 | 0.00318928152081073 | 0.00159464076040537 |
52 | 0.99774721440796 | 0.00450557118408107 | 0.00225278559204054 |
53 | 0.998109715209125 | 0.00378056958175017 | 0.00189028479087509 |
54 | 0.999258267032172 | 0.00148346593565638 | 0.000741732967828189 |
55 | 0.99955377641998 | 0.000892447160040889 | 0.000446223580020445 |
56 | 0.999355805044315 | 0.00128838991137083 | 0.000644194955685416 |
57 | 0.99913946905439 | 0.00172106189122073 | 0.000860530945610365 |
58 | 0.99970535125991 | 0.000589297480182151 | 0.000294648740091076 |
59 | 0.999569194737858 | 0.000861610524284231 | 0.000430805262142115 |
60 | 0.999389628673033 | 0.00122074265393485 | 0.000610371326967427 |
61 | 0.999140166621194 | 0.00171966675761298 | 0.000859833378806491 |
62 | 0.998787056325205 | 0.00242588734959087 | 0.00121294367479543 |
63 | 0.999153014321217 | 0.0016939713575662 | 0.0008469856787831 |
64 | 0.998864986497955 | 0.00227002700408983 | 0.00113501350204492 |
65 | 0.999800280495867 | 0.000399439008266453 | 0.000199719504133226 |
66 | 0.99973266903798 | 0.000534661924041868 | 0.000267330962020934 |
67 | 0.999720523397268 | 0.00055895320546297 | 0.000279476602731485 |
68 | 0.999600357539156 | 0.000799284921688615 | 0.000399642460844307 |
69 | 0.999549177155062 | 0.000901645689876775 | 0.000450822844938388 |
70 | 0.999398542356876 | 0.00120291528624824 | 0.000601457643124122 |
71 | 0.999183654692237 | 0.00163269061552645 | 0.000816345307763225 |
72 | 0.999444432470392 | 0.00111113505921528 | 0.000555567529607641 |
73 | 0.999348075999433 | 0.00130384800113373 | 0.000651924000566864 |
74 | 0.999491573231438 | 0.00101685353712342 | 0.000508426768561712 |
75 | 0.999618170125582 | 0.000763659748835724 | 0.000381829874417862 |
76 | 0.999564991159552 | 0.000870017680896593 | 0.000435008840448296 |
77 | 0.99956476176002 | 0.000870476479958298 | 0.000435238239979149 |
78 | 0.999485076453986 | 0.00102984709202839 | 0.000514923546014195 |
79 | 0.999323217669912 | 0.00135356466017539 | 0.000676782330087697 |
80 | 0.99906995973992 | 0.00186008052016023 | 0.000930040260080114 |
81 | 0.99874402744551 | 0.00251194510897949 | 0.00125597255448975 |
82 | 0.998889092969033 | 0.00222181406193453 | 0.00111090703096727 |
83 | 0.999723581412628 | 0.000552837174743088 | 0.000276418587371544 |
84 | 0.99977537579625 | 0.000449248407501931 | 0.000224624203750966 |
85 | 0.99968907813095 | 0.000621843738098198 | 0.000310921869049099 |
86 | 0.999694350617292 | 0.000611298765416817 | 0.000305649382708409 |
87 | 0.999574386242551 | 0.00085122751489793 | 0.000425613757448965 |
88 | 0.99943133727612 | 0.00113732544775827 | 0.000568662723879136 |
89 | 0.999826905927532 | 0.000346188144936075 | 0.000173094072468037 |
90 | 0.999794647420465 | 0.000410705159070937 | 0.000205352579535468 |
91 | 0.999721843611338 | 0.000556312777324398 | 0.000278156388662199 |
92 | 0.999617021309143 | 0.000765957381714828 | 0.000382978690857414 |
93 | 0.999481099039986 | 0.00103780192002754 | 0.000518900960013768 |
94 | 0.999311848382085 | 0.00137630323583096 | 0.00068815161791548 |
95 | 0.999143876097665 | 0.00171224780467008 | 0.000856123902335039 |
96 | 0.999177728933173 | 0.00164454213365387 | 0.000822271066826935 |
97 | 0.999536535770574 | 0.000926928458852705 | 0.000463464229426352 |
98 | 0.999999025858763 | 1.94828247479445e-06 | 9.74141237397227e-07 |
99 | 0.999999029846368 | 1.94030726425204e-06 | 9.7015363212602e-07 |
100 | 0.999999060429379 | 1.87914124279782e-06 | 9.3957062139891e-07 |
101 | 0.999998565708763 | 2.86858247453055e-06 | 1.43429123726528e-06 |
102 | 0.999997872037185 | 4.25592563002353e-06 | 2.12796281501177e-06 |
103 | 0.999998406600721 | 3.18679855714912e-06 | 1.59339927857456e-06 |
104 | 0.999997570215312 | 4.85956937621925e-06 | 2.42978468810962e-06 |
105 | 0.99999636706417 | 7.26587165844484e-06 | 3.63293582922242e-06 |
106 | 0.999994683172207 | 1.06336555851188e-05 | 5.3168277925594e-06 |
107 | 0.999995748493154 | 8.50301369266632e-06 | 4.25150684633316e-06 |
108 | 0.999995113369364 | 9.77326127233745e-06 | 4.88663063616873e-06 |
109 | 0.999992974989745 | 1.40500205093442e-05 | 7.02501025467208e-06 |
110 | 0.999990124932982 | 1.9750134035922e-05 | 9.87506701796101e-06 |
111 | 0.999985574155864 | 2.88516882716364e-05 | 1.44258441358182e-05 |
112 | 0.999982573523361 | 3.4852953278145e-05 | 1.74264766390725e-05 |
113 | 0.999982205887266 | 3.55882254681186e-05 | 1.77941127340593e-05 |
114 | 0.999974662782674 | 5.06744346517512e-05 | 2.53372173258756e-05 |
115 | 0.999980476872925 | 3.90462541492391e-05 | 1.95231270746196e-05 |
116 | 0.999971722472772 | 5.65550544550368e-05 | 2.82775272275184e-05 |
117 | 0.99996057157859 | 7.88568428187785e-05 | 3.94284214093893e-05 |
118 | 0.999975736502748 | 4.85269945038357e-05 | 2.42634972519178e-05 |
119 | 0.999970488672324 | 5.90226553529353e-05 | 2.95113276764677e-05 |
120 | 0.999970469283048 | 5.90614339041245e-05 | 2.95307169520622e-05 |
121 | 0.999959477274208 | 8.10454515849223e-05 | 4.05227257924612e-05 |
122 | 0.999960136805947 | 7.97263881058407e-05 | 3.98631940529203e-05 |
123 | 0.999976507365636 | 4.69852687275708e-05 | 2.34926343637854e-05 |
124 | 0.999989479652953 | 2.10406940948931e-05 | 1.05203470474466e-05 |
125 | 0.999996854958377 | 6.29008324595195e-06 | 3.14504162297598e-06 |
126 | 0.99999580444616 | 8.39110768054084e-06 | 4.19555384027042e-06 |
127 | 0.99999411917299 | 1.17616540192756e-05 | 5.88082700963778e-06 |
128 | 0.999995303801696 | 9.39239660774667e-06 | 4.69619830387334e-06 |
129 | 0.999994437235242 | 1.1125529515921e-05 | 5.5627647579605e-06 |
130 | 0.99999186929194 | 1.62614161195328e-05 | 8.1307080597664e-06 |
131 | 0.999988341652792 | 2.33166944168815e-05 | 1.16583472084407e-05 |
132 | 0.999987040979892 | 2.59180402167763e-05 | 1.29590201083881e-05 |
133 | 0.99998363017279 | 3.27396544213349e-05 | 1.63698272106674e-05 |
134 | 0.999996312347985 | 7.37530402933677e-06 | 3.68765201466839e-06 |
135 | 0.99999565229309 | 8.69541381804826e-06 | 4.34770690902413e-06 |
136 | 0.99999861742917 | 2.76514165839163e-06 | 1.38257082919582e-06 |
137 | 0.9999979537079 | 4.09258419861006e-06 | 2.04629209930503e-06 |
138 | 0.999998974747966 | 2.05050406897191e-06 | 1.02525203448596e-06 |
139 | 0.999998878346188 | 2.2433076240602e-06 | 1.1216538120301e-06 |
140 | 0.99999831341671 | 3.37316658071541e-06 | 1.68658329035771e-06 |
141 | 0.999997688309273 | 4.62338145325497e-06 | 2.31169072662748e-06 |
142 | 0.999997536481632 | 4.92703673552005e-06 | 2.46351836776003e-06 |
143 | 0.999996574622607 | 6.85075478672186e-06 | 3.42537739336093e-06 |
144 | 0.999994944590876 | 1.01108182488617e-05 | 5.05540912443087e-06 |
145 | 0.999992508503774 | 1.49829924514399e-05 | 7.49149622571995e-06 |
146 | 0.99999313651959 | 1.37269608190748e-05 | 6.8634804095374e-06 |
147 | 0.999989956821253 | 2.00863574937325e-05 | 1.00431787468663e-05 |
148 | 0.99998869583808 | 2.26083238409453e-05 | 1.13041619204726e-05 |
149 | 0.99998338152447 | 3.32369510601594e-05 | 1.66184755300797e-05 |
150 | 0.999975731783867 | 4.85364322659752e-05 | 2.42682161329876e-05 |
151 | 0.999979737231898 | 4.05255362032991e-05 | 2.02627681016495e-05 |
152 | 0.99997193100541 | 5.61379891804213e-05 | 2.80689945902107e-05 |
153 | 0.99996050632598 | 7.89873480383392e-05 | 3.94936740191696e-05 |
154 | 0.999976750744519 | 4.64985109630492e-05 | 2.32492554815246e-05 |
155 | 0.99997621136145 | 4.75772770989057e-05 | 2.37886385494528e-05 |
156 | 0.999972402700576 | 5.51945988479702e-05 | 2.75972994239851e-05 |
157 | 0.999979426096115 | 4.11478077699811e-05 | 2.05739038849906e-05 |
158 | 0.99997186434161 | 5.62713167822666e-05 | 2.81356583911333e-05 |
159 | 0.999961395340978 | 7.72093180446077e-05 | 3.86046590223038e-05 |
160 | 0.999944751369454 | 0.000110497261092632 | 5.52486305463159e-05 |
161 | 0.99992882819912 | 0.000142343601761457 | 7.11718008807287e-05 |
162 | 0.999910603647303 | 0.000178792705393097 | 8.93963526965487e-05 |
163 | 0.99988410391569 | 0.000231792168618541 | 0.00011589608430927 |
164 | 0.999872122791315 | 0.000255754417369982 | 0.000127877208684991 |
165 | 0.999844742204517 | 0.000310515590965574 | 0.000155257795482787 |
166 | 0.99990774042459 | 0.000184519150821712 | 9.22595754108561e-05 |
167 | 0.999875576007553 | 0.000248847984894126 | 0.000124423992447063 |
168 | 0.999837405929438 | 0.000325188141123806 | 0.000162594070561903 |
169 | 0.99980468119038 | 0.00039063761923826 | 0.00019531880961913 |
170 | 0.999996709124555 | 6.58175088942444e-06 | 3.29087544471222e-06 |
171 | 0.999997217730169 | 5.56453966242285e-06 | 2.78226983121142e-06 |
172 | 0.999996089554625 | 7.82089075017857e-06 | 3.91044537508928e-06 |
173 | 0.999996270433323 | 7.45913335312553e-06 | 3.72956667656276e-06 |
174 | 0.999996840164297 | 6.31967140645648e-06 | 3.15983570322824e-06 |
175 | 0.999999782736333 | 4.3452733320617e-07 | 2.17263666603085e-07 |
176 | 0.999999814482523 | 3.71034954500522e-07 | 1.85517477250261e-07 |
177 | 0.999999748200287 | 5.03599425121923e-07 | 2.51799712560962e-07 |
178 | 0.999999640442493 | 7.19115014406611e-07 | 3.59557507203306e-07 |
179 | 0.99999949265458 | 1.01469084144849e-06 | 5.07345420724243e-07 |
180 | 0.999999758413048 | 4.8317390409964e-07 | 2.4158695204982e-07 |
181 | 0.999999727991652 | 5.44016695485942e-07 | 2.72008347742971e-07 |
182 | 0.999999939496992 | 1.210060168496e-07 | 6.05030084247998e-08 |
183 | 0.999999902209377 | 1.95581245310917e-07 | 9.77906226554585e-08 |
184 | 0.999999943712378 | 1.12575243043533e-07 | 5.62876215217666e-08 |
185 | 0.999999993061954 | 1.38760922116171e-08 | 6.93804610580854e-09 |
186 | 0.999999988568562 | 2.28628768396376e-08 | 1.14314384198188e-08 |
187 | 0.999999982370482 | 3.52590361556884e-08 | 1.76295180778442e-08 |
188 | 0.999999971432166 | 5.71356673283121e-08 | 2.85678336641561e-08 |
189 | 0.99999996635375 | 6.72924986259006e-08 | 3.36462493129503e-08 |
190 | 0.999999959692023 | 8.06159537319356e-08 | 4.03079768659678e-08 |
191 | 0.999999991890874 | 1.6218252281103e-08 | 8.1091261405515e-09 |
192 | 0.999999990000229 | 1.99995421972758e-08 | 9.99977109863788e-09 |
193 | 0.999999989135138 | 2.17297249586976e-08 | 1.08648624793488e-08 |
194 | 0.999999993599573 | 1.28008535978631e-08 | 6.40042679893153e-09 |
195 | 0.99999999096292 | 1.8074159796187e-08 | 9.03707989809348e-09 |
196 | 0.999999986508587 | 2.6982825849417e-08 | 1.34914129247085e-08 |
197 | 0.99999997715601 | 4.56879809808425e-08 | 2.28439904904212e-08 |
198 | 0.999999961478617 | 7.70427666418249e-08 | 3.85213833209125e-08 |
199 | 0.999999939647536 | 1.207049274894e-07 | 6.03524637446998e-08 |
200 | 0.999999900654257 | 1.9869148555689e-07 | 9.9345742778445e-08 |
201 | 0.999999829301062 | 3.41397875600635e-07 | 1.70698937800317e-07 |
202 | 0.99999974599844 | 5.08003119639269e-07 | 2.54001559819635e-07 |
203 | 0.999999658200005 | 6.83599990720362e-07 | 3.41799995360181e-07 |
204 | 0.999999418772797 | 1.16245440554717e-06 | 5.81227202773587e-07 |
205 | 0.999999273488145 | 1.45302371088349e-06 | 7.26511855441744e-07 |
206 | 0.999998789552456 | 2.42089508747305e-06 | 1.21044754373653e-06 |
207 | 0.999998248939949 | 3.50212010252e-06 | 1.75106005126e-06 |
208 | 0.999999943865256 | 1.12269487806082e-07 | 5.61347439030412e-08 |
209 | 0.999999981745472 | 3.65090557338963e-08 | 1.82545278669481e-08 |
210 | 0.999999976537024 | 4.69259515129647e-08 | 2.34629757564823e-08 |
211 | 0.999999961053834 | 7.78923311248316e-08 | 3.89461655624158e-08 |
212 | 0.999999973816524 | 5.23669528702332e-08 | 2.61834764351166e-08 |
213 | 0.99999995146741 | 9.70651809134914e-08 | 4.85325904567457e-08 |
214 | 0.99999991210117 | 1.75797660405425e-07 | 8.78988302027124e-08 |
215 | 0.999999916985795 | 1.66028410236545e-07 | 8.30142051182724e-08 |
216 | 0.999999896350645 | 2.07298710838094e-07 | 1.03649355419047e-07 |
217 | 0.999999919311208 | 1.61377583208888e-07 | 8.06887916044441e-08 |
218 | 0.999999863755022 | 2.72489955948802e-07 | 1.36244977974401e-07 |
219 | 0.999999764285415 | 4.71429169815369e-07 | 2.35714584907685e-07 |
220 | 0.999999773081555 | 4.53836889527353e-07 | 2.26918444763677e-07 |
221 | 0.999999613705106 | 7.725897884476e-07 | 3.862948942238e-07 |
222 | 0.999999664537162 | 6.70925676568844e-07 | 3.35462838284422e-07 |
223 | 0.99999988787153 | 2.24256940176116e-07 | 1.12128470088058e-07 |
224 | 0.99999978830346 | 4.23393077799306e-07 | 2.11696538899653e-07 |
225 | 0.99999960404682 | 7.91906360435322e-07 | 3.95953180217661e-07 |
226 | 0.999999429113671 | 1.14177265792025e-06 | 5.70886328960126e-07 |
227 | 0.999999311131873 | 1.37773625337169e-06 | 6.88868126685843e-07 |
228 | 0.999999131564813 | 1.73687037437683e-06 | 8.68435187188415e-07 |
229 | 0.999998903836117 | 2.19232776536966e-06 | 1.09616388268483e-06 |
230 | 0.99999995779494 | 8.44101212896663e-08 | 4.22050606448331e-08 |
231 | 0.999999967788797 | 6.44224052711163e-08 | 3.22112026355582e-08 |
232 | 0.999999941316443 | 1.17367113065107e-07 | 5.86835565325537e-08 |
233 | 0.999999977823827 | 4.435234631071e-08 | 2.2176173155355e-08 |
234 | 0.999999956548324 | 8.69033528668669e-08 | 4.34516764334334e-08 |
235 | 0.999999922876038 | 1.54247924029414e-07 | 7.71239620147068e-08 |
236 | 0.999999867505703 | 2.64988594818248e-07 | 1.32494297409124e-07 |
237 | 0.999999999300106 | 1.39978776999648e-09 | 6.99893884998241e-10 |
238 | 0.9999999989596 | 2.08079844930125e-09 | 1.04039922465063e-09 |
239 | 0.999999997488142 | 5.02371658748325e-09 | 2.51185829374162e-09 |
240 | 0.999999996583168 | 6.83366362968366e-09 | 3.41683181484183e-09 |
241 | 0.99999999504987 | 9.90026078853752e-09 | 4.95013039426876e-09 |
242 | 0.999999991029937 | 1.79401261209641e-08 | 8.97006306048207e-09 |
243 | 0.999999991493915 | 1.70121695881899e-08 | 8.50608479409496e-09 |
244 | 0.99999998658661 | 2.68267799178402e-08 | 1.34133899589201e-08 |
245 | 0.999999967232763 | 6.553447388224e-08 | 3.276723694112e-08 |
246 | 0.999999926212476 | 1.47575047360336e-07 | 7.3787523680168e-08 |
247 | 0.99999996407592 | 7.18481592231859e-08 | 3.5924079611593e-08 |
248 | 0.999999946252906 | 1.07494188879102e-07 | 5.37470944395509e-08 |
249 | 0.999999869187247 | 2.61625506835898e-07 | 1.30812753417949e-07 |
250 | 0.999999741918453 | 5.16163094716951e-07 | 2.58081547358475e-07 |
251 | 0.999999638546603 | 7.22906794161669e-07 | 3.61453397080835e-07 |
252 | 0.99999917001633 | 1.65996734094799e-06 | 8.29983670473997e-07 |
253 | 0.99999804041245 | 3.91917510159424e-06 | 1.95958755079712e-06 |
254 | 0.999995661610887 | 8.67677822670606e-06 | 4.33838911335303e-06 |
255 | 0.999990591946766 | 1.88161064678413e-05 | 9.40805323392067e-06 |
256 | 0.999978903639 | 4.21927220000262e-05 | 2.10963610000131e-05 |
257 | 0.99997172670172 | 5.65465965583498e-05 | 2.82732982791749e-05 |
258 | 0.999955495967282 | 8.90080654364731e-05 | 4.45040327182366e-05 |
259 | 0.999920267636206 | 0.000159464727587285 | 7.97323637936423e-05 |
260 | 0.999825291963917 | 0.000349416072166152 | 0.000174708036083076 |
261 | 0.999630462961752 | 0.000739074076495346 | 0.000369537038247673 |
262 | 0.999441163272197 | 0.0011176734556061 | 0.000558836727803051 |
263 | 0.998874026589246 | 0.00225194682150829 | 0.00112597341075415 |
264 | 0.997759154901954 | 0.00448169019609272 | 0.00224084509804636 |
265 | 0.998431692131314 | 0.00313661573737162 | 0.00156830786868581 |
266 | 0.997732724660714 | 0.00453455067857119 | 0.00226727533928559 |
267 | 0.997889706050629 | 0.00422058789874248 | 0.00211029394937124 |
268 | 0.99541804922571 | 0.00916390154857994 | 0.00458195077428997 |
269 | 0.999943553664437 | 0.000112892671126269 | 5.64463355631345e-05 |
270 | 0.999851083700398 | 0.000297832599203713 | 0.000148916299601856 |
271 | 0.999509638857282 | 0.00098072228543665 | 0.000490361142718326 |
272 | 0.998789945954827 | 0.00242010809034563 | 0.00121005404517281 |
273 | 0.99820228761406 | 0.00359542477187863 | 0.00179771238593931 |
274 | 0.994527984024665 | 0.0109440319506699 | 0.00547201597533495 |
275 | 0.989403017569214 | 0.0211939648615723 | 0.0105969824307862 |
276 | 0.984145599762618 | 0.0317088004747648 | 0.0158544002373824 |
277 | 0.994490113837214 | 0.0110197723255724 | 0.0055098861627862 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 237 | 0.890977443609023 | NOK |
5% type I error level | 250 | 0.93984962406015 | NOK |
10% type I error level | 252 | 0.947368421052632 | NOK |