Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = -11064.171192457 + 194.43793469557logins[t] + 127.635678161534compendium_views_info[t] + 137.224785684486feedback_messages_p1[t] + 193.869302326253feedback_messages_p120[t] -0.874707307115967totrevisions[t] + 0.845772925643771`totseconds\r`[t] + 24.4793719317909t + 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) | -11064.171192457 | 5535.842531 | -1.9986 | 0.04661 | 0.023305 |
logins | 194.43793469557 | 53.244063 | 3.6518 | 0.000311 | 0.000155 |
compendium_views_info | 127.635678161534 | 7.455293 | 17.1201 | 0 | 0 |
feedback_messages_p1 | 137.224785684486 | 94.146661 | 1.4576 | 0.146077 | 0.073039 |
feedback_messages_p120 | 193.869302326253 | 100.240763 | 1.934 | 0.054113 | 0.027056 |
totrevisions | -0.874707307115967 | 0.27654 | -3.163 | 0.001732 | 0.000866 |
`totseconds\r` | 0.845772925643771 | 0.061233 | 13.8124 | 0 | 0 |
t | 24.4793719317909 | 18.747306 | 1.3058 | 0.192704 | 0.096352 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.966273271630549 |
R-squared | 0.933684035467604 |
Adjusted R-squared | 0.932032036351139 |
F-TEST (value) | 565.184343115945 |
F-TEST (DF numerator) | 7 |
F-TEST (DF denominator) | 281 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 21466.4316139925 |
Sum Squared Residuals | 129486959832.939 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 186961.906384205 | 23945.0936157955 |
2 | 120982 | 139917.229522641 | -18935.229522641 |
3 | 176508 | 169422.263518433 | 7085.73648156696 |
4 | 179321 | 219390.668720958 | -40069.6687209585 |
5 | 123185 | 109960.2509585 | 13224.7490415001 |
6 | 52746 | 67527.9246053742 | -14781.9246053742 |
7 | 385534 | 373579.664910098 | 11954.3350899015 |
8 | 33170 | 24687.3496912553 | 8482.65030874471 |
9 | 101645 | 75754.5591391138 | 25890.4408608862 |
10 | 149061 | 170500.455522943 | -21439.4555229434 |
11 | 165446 | 143300.49582141 | 22145.5041785903 |
12 | 237213 | 236752.325048783 | 460.674951216814 |
13 | 173326 | 165811.203768666 | 7514.79623133408 |
14 | 133131 | 140219.88745042 | -7088.88745041956 |
15 | 258873 | 219519.737011927 | 39353.2629880726 |
16 | 180083 | 170508.986149294 | 9574.01385070619 |
17 | 324799 | 362329.768505074 | -37530.7685050736 |
18 | 230964 | 207234.552801111 | 23729.4471988887 |
19 | 236785 | 231895.241438605 | 4889.75856139532 |
20 | 135473 | 131819.484825716 | 3653.51517428425 |
21 | 202925 | 193985.770110692 | 8939.22988930783 |
22 | 215147 | 195616.792573651 | 19530.2074263487 |
23 | 344297 | 256717.25969518 | 87579.7403048195 |
24 | 153935 | 145069.57387385 | 8865.42612614973 |
25 | 132943 | 153174.287873374 | -20231.2878733742 |
26 | 174724 | 220919.930753175 | -46195.9307531755 |
27 | 174415 | 211266.197332778 | -36851.1973327776 |
28 | 225548 | 254897.019446001 | -29349.0194460013 |
29 | 223632 | 200317.286618118 | 23314.7133818821 |
30 | 124817 | 124758.637842515 | 58.3621574850164 |
31 | 221698 | 262371.117291343 | -40673.1172913425 |
32 | 210767 | 218835.565622944 | -8068.5656229443 |
33 | 170266 | 175850.823771316 | -5584.82377131553 |
34 | 260561 | 251596.542294231 | 8964.45770576903 |
35 | 84853 | 86615.1440319338 | -1762.14403193384 |
36 | 294424 | 288179.251552338 | 6244.74844766231 |
37 | 101011 | 90255.5139876383 | 10755.4860123617 |
38 | 215641 | 206689.379394589 | 8951.62060541116 |
39 | 325107 | 285077.419520372 | 40029.5804796281 |
40 | 7176 | 3258.99351332261 | 3917.00648667739 |
41 | 167542 | 153796.188408552 | 13745.8115914481 |
42 | 106408 | 80868.8336576051 | 25539.1663423949 |
43 | 96560 | 103644.430181325 | -7084.43018132455 |
44 | 265769 | 267765.344006255 | -1996.3440062549 |
45 | 269651 | 281405.4923287 | -11754.4923287001 |
46 | 149112 | 151274.556339584 | -2162.55633958378 |
47 | 175824 | 182946.910098855 | -7122.91009885545 |
48 | 152871 | 171952.978901385 | -19081.9789013846 |
49 | 111665 | 99432.1061835416 | 12232.8938164584 |
50 | 116408 | 192892.998076543 | -76484.9980765425 |
51 | 362301 | 317166.173651903 | 45134.8263480968 |
52 | 78800 | 105783.919124286 | -26983.9191242861 |
53 | 183167 | 184228.239717953 | -1061.23971795256 |
54 | 277965 | 324059.094158767 | -46094.0941587675 |
55 | 150629 | 188815.251620975 | -38186.2516209753 |
56 | 168809 | 185500.979610821 | -16691.979610821 |
57 | 24188 | 36197.5990967035 | -12009.5990967035 |
58 | 329267 | 302512.39675425 | 26754.6032457496 |
59 | 65029 | 65342.9328615899 | -313.932861589868 |
60 | 101097 | 110003.795726487 | -8906.79572648715 |
61 | 218946 | 207399.74350834 | 11546.25649166 |
62 | 244052 | 241279.451187193 | 2772.54881280707 |
63 | 341570 | 329643.42289306 | 11926.5771069399 |
64 | 103597 | 96408.5787856662 | 7188.42121433384 |
65 | 233328 | 263019.208355521 | -29691.208355521 |
66 | 256462 | 270134.82536815 | -13672.8253681496 |
67 | 206161 | 159554.93846722 | 46606.0615327798 |
68 | 311473 | 324145.634154116 | -12672.6341541164 |
69 | 235800 | 265440.386821819 | -29640.3868218193 |
70 | 177939 | 204512.30172985 | -26573.3017298504 |
71 | 207176 | 196579.002248382 | 10596.9977516176 |
72 | 196553 | 183509.331793711 | 13043.6682062894 |
73 | 174184 | 158729.095585796 | 15454.9044142042 |
74 | 143246 | 150795.292411424 | -7549.2924114243 |
75 | 187559 | 219582.328351201 | -32023.3283512012 |
76 | 187681 | 180278.234525313 | 7402.76547468668 |
77 | 119016 | 133779.183163597 | -14763.1831635971 |
78 | 182192 | 193756.164082262 | -11564.164082262 |
79 | 73566 | 88815.9228967366 | -15249.9228967366 |
80 | 194979 | 191468.303912224 | 3510.69608777551 |
81 | 167488 | 158620.205023692 | 8867.79497630844 |
82 | 143756 | 149612.706786094 | -5856.70678609351 |
83 | 275541 | 206231.35717271 | 69309.6428272896 |
84 | 243199 | 227922.020661684 | 15276.9793383159 |
85 | 182999 | 198343.456380512 | -15344.4563805121 |
86 | 135649 | 137099.124272971 | -1450.12427297144 |
87 | 152299 | 150242.53441185 | 2056.46558814977 |
88 | 120221 | 130602.698481371 | -10381.698481371 |
89 | 346485 | 268336.678334858 | 78148.3216651423 |
90 | 145790 | 167034.735010781 | -21244.7350107806 |
91 | 193339 | 163219.554138405 | 30119.4458615951 |
92 | 80953 | 101175.237715987 | -20222.2377159875 |
93 | 122774 | 133755.606714573 | -10981.6067145727 |
94 | 130585 | 112215.984629625 | 18369.0153703748 |
95 | 112611 | 97966.0835957562 | 14644.9164042438 |
96 | 286468 | 277561.601315698 | 8906.39868430168 |
97 | 241066 | 223945.454594518 | 17120.5454054823 |
98 | 148446 | 200862.660005493 | -52416.6600054927 |
99 | 204713 | 183868.028762411 | 20844.9712375893 |
100 | 182079 | 172421.275787471 | 9657.72421252885 |
101 | 140344 | 142845.241893421 | -2501.24189342103 |
102 | 220516 | 212564.599168309 | 7951.40083169085 |
103 | 243060 | 212557.331437436 | 30502.6685625636 |
104 | 162765 | 153128.639653383 | 9636.3603466166 |
105 | 182613 | 181033.558990976 | 1579.44100902443 |
106 | 232138 | 237692.092401737 | -5554.09240173704 |
107 | 265318 | 295345.960683577 | -30027.9606835775 |
108 | 85574 | 81695.530570277 | 3878.46942972297 |
109 | 310839 | 304979.690281236 | 5859.3097187644 |
110 | 225060 | 202390.725985252 | 22669.2740147485 |
111 | 232317 | 249189.063342778 | -16872.0633427781 |
112 | 144966 | 151505.146004262 | -6539.14600426249 |
113 | 43287 | 54010.5752725854 | -10723.5752725854 |
114 | 155754 | 148204.788098399 | 7549.2119016007 |
115 | 164709 | 179248.83917664 | -14539.8391766405 |
116 | 201940 | 210773.67828958 | -8833.67828957999 |
117 | 235454 | 226900.392150418 | 8553.60784958226 |
118 | 220801 | 181131.047545238 | 39669.9524547615 |
119 | 99466 | 172073.365681367 | -72607.3656813671 |
120 | 92661 | 102812.130958957 | -10151.130958957 |
121 | 133328 | 127565.171875605 | 5762.82812439526 |
122 | 61361 | 88921.4253069745 | -27560.4253069745 |
123 | 125930 | 149990.841793854 | -24060.8417938543 |
124 | 100750 | 144470.497718144 | -43720.4977181437 |
125 | 224549 | 203794.514539819 | 20754.4854601808 |
126 | 82316 | 71059.7701181715 | 11256.2298818285 |
127 | 102010 | 95460.0747300512 | 6549.92526994884 |
128 | 101523 | 95926.1101426447 | 5596.88985735529 |
129 | 243511 | 195396.152334112 | 48114.847665888 |
130 | 22938 | 18450.4002620994 | 4487.59973790057 |
131 | 41566 | 40269.8128988282 | 1296.18710117183 |
132 | 152474 | 163214.564500918 | -10740.5645009185 |
133 | 61857 | 49157.5980679146 | 12699.4019320854 |
134 | 99923 | 132430.105824205 | -32507.1058242053 |
135 | 132487 | 129948.564621332 | 2538.43537866818 |
136 | 317394 | 322849.433807398 | -5455.43380739821 |
137 | 21054 | 19340.3759727193 | 1713.6240272807 |
138 | 209641 | 201866.120794994 | 7774.87920500553 |
139 | 22648 | 36876.5161820711 | -14228.5161820711 |
140 | 31414 | 34397.6507286301 | -2983.65072863014 |
141 | 46698 | 62447.9702624991 | -15749.9702624991 |
142 | 131698 | 140663.282741827 | -8965.28274182689 |
143 | 91735 | 74550.588104123 | 17184.411895877 |
144 | 244749 | 275737.827573917 | -30988.8275739165 |
145 | 184510 | 158943.277512203 | 25566.7224877968 |
146 | 79863 | 86970.8245979945 | -7107.82459799453 |
147 | 128423 | 108951.212987067 | 19471.7870129329 |
148 | 97839 | 118800.112788097 | -20961.1127880975 |
149 | 38214 | 52372.912163387 | -14158.912163387 |
150 | 151101 | 148894.19186622 | 2206.80813378024 |
151 | 272458 | 248645.604783974 | 23812.3952160255 |
152 | 172494 | 178152.529490975 | -5658.52949097549 |
153 | 108043 | 112926.729578126 | -4883.72957812597 |
154 | 328107 | 330355.61042056 | -2248.61042055995 |
155 | 250579 | 279837.104270812 | -29258.1042708124 |
156 | 351067 | 340491.255722217 | 10575.7442777833 |
157 | 158015 | 156170.870137403 | 1844.12986259694 |
158 | 98866 | 84007.4175055662 | 14858.5824944338 |
159 | 85439 | 112556.293945931 | -27117.2939459309 |
160 | 229242 | 223205.982944266 | 6036.0170557343 |
161 | 351619 | 354725.788843675 | -3106.7888436754 |
162 | 84207 | 84513.8483529399 | -306.848352939896 |
163 | 120445 | 122773.446380621 | -2328.44638062099 |
164 | 324598 | 310735.97701944 | 13862.0229805601 |
165 | 131069 | 148175.557613904 | -17106.557613904 |
166 | 204271 | 187254.164700149 | 17016.8352998506 |
167 | 165543 | 177157.962717249 | -11614.9627172485 |
168 | 141722 | 119404.92392674 | 22317.0760732599 |
169 | 116048 | 110822.04826579 | 5225.95173421005 |
170 | 250047 | 178617.421676644 | 71429.5783233561 |
171 | 299775 | 296203.702585804 | 3571.29741419606 |
172 | 195838 | 185725.176123888 | 10112.8238761116 |
173 | 173260 | 129536.275917727 | 43723.7240822731 |
174 | 254488 | 224302.901839966 | 30185.0981600337 |
175 | 104389 | 146439.304457879 | -42050.3044578793 |
176 | 136084 | 138180.356098217 | -2096.35609821678 |
177 | 199476 | 231731.576175373 | -32255.5761753726 |
178 | 92499 | 77949.1833056211 | 14549.8166943789 |
179 | 224330 | 225709.295852057 | -1379.2958520574 |
180 | 135781 | 107091.249252179 | 28689.7507478215 |
181 | 74408 | 85963.0262325743 | -11555.0262325743 |
182 | 81240 | 102711.381211551 | -21471.3812115508 |
183 | 14688 | 11129.1273501973 | 3558.87264980275 |
184 | 181633 | 170982.475543824 | 10650.524456176 |
185 | 271856 | 265949.423681455 | 5906.57631854489 |
186 | 7199 | 7010.1906508888 | 188.809349111202 |
187 | 46660 | 51403.0097051518 | -4743.00970515184 |
188 | 17547 | 8803.4848667598 | 8743.5151332402 |
189 | 133368 | 135717.13525221 | -2349.13525220953 |
190 | 95227 | 65905.51822393 | 29321.48177607 |
191 | 152601 | 110542.262669899 | 42058.7373301008 |
192 | 98146 | 97263.5358308683 | 882.464169131645 |
193 | 79619 | 86835.8005477157 | -7216.8005477157 |
194 | 59194 | 73734.8624287398 | -14540.8624287398 |
195 | 139942 | 159916.026398112 | -19974.0263981121 |
196 | 118612 | 104049.827106072 | 14562.1728939278 |
197 | 72880 | 86927.4944507064 | -14047.4944507064 |
198 | 65475 | 65887.5531764423 | -412.553176442318 |
199 | 99643 | 124339.343628254 | -24696.3436282541 |
200 | 71965 | 69415.7619327314 | 2549.23806726855 |
201 | 77272 | 71917.3775592569 | 5354.62244074315 |
202 | 49289 | 45074.2397326436 | 4214.7602673564 |
203 | 135131 | 111114.725894909 | 24016.2741050912 |
204 | 108446 | 112730.907569586 | -4284.90756958565 |
205 | 89746 | 111963.085550469 | -22217.0855504689 |
206 | 44296 | 48310.1972676736 | -4014.19726767356 |
207 | 77648 | 71554.7421094602 | 6093.25789053977 |
208 | 181528 | 149498.02436252 | 32029.9756374803 |
209 | 134019 | 111019.182352781 | 22999.8176472186 |
210 | 124064 | 125870.871929699 | -1806.87192969911 |
211 | 92630 | 91902.5146275322 | 727.485372467771 |
212 | 121848 | 89241.9116845144 | 32606.0883154856 |
213 | 52915 | 51640.3812829298 | 1274.61871707021 |
214 | 81872 | 83881.4654042415 | -2009.46540424149 |
215 | 58981 | 79170.3359945051 | -20189.3359945051 |
216 | 53515 | 66606.6876652975 | -13091.6876652975 |
217 | 60812 | 89813.9931198242 | -29001.9931198242 |
218 | 56375 | 66603.1128885541 | -10228.1128885541 |
219 | 65490 | 70447.3760428784 | -4957.37604287842 |
220 | 80949 | 66519.2703782283 | 14429.7296217717 |
221 | 76302 | 93178.5326368398 | -16876.5326368398 |
222 | 104011 | 147753.831098354 | -43742.8310983536 |
223 | 98104 | 134596.087915675 | -36492.0879156755 |
224 | 67989 | 71137.1254470921 | -3148.12544709209 |
225 | 30989 | 28668.1938443002 | 2320.80615569982 |
226 | 135458 | 130213.507943312 | 5244.4920566876 |
227 | 73504 | 62118.4740142038 | 11385.5259857962 |
228 | 63123 | 79725.4164099148 | -16602.4164099148 |
229 | 61254 | 67760.0665993154 | -6506.06659931539 |
230 | 74914 | 98959.0458606213 | -24045.0458606213 |
231 | 31774 | 41522.6633853269 | -9748.6633853269 |
232 | 81437 | 84646.7661589611 | -3209.76615896113 |
233 | 87186 | 135556.467580837 | -48370.4675808367 |
234 | 50090 | 56606.3555947615 | -6516.35559476148 |
235 | 65745 | 81388.1861576237 | -15643.1861576237 |
236 | 56653 | 55141.2097206037 | 1511.79027939626 |
237 | 158399 | 109468.933150072 | 48930.0668499284 |
238 | 46455 | 56796.2546500837 | -10341.2546500837 |
239 | 73624 | 84173.4443957048 | -10549.4443957048 |
240 | 38395 | 50988.6925035845 | -12593.6925035845 |
241 | 91899 | 86496.2887907441 | 5402.71120925594 |
242 | 139526 | 133983.534196585 | 5542.46580341503 |
243 | 52164 | 57325.9842279277 | -5161.98422792773 |
244 | 51567 | 54304.7272874853 | -2737.72728748534 |
245 | 70551 | 78763.3636068186 | -8212.3636068186 |
246 | 84856 | 95712.8915010383 | -10856.8915010383 |
247 | 102538 | 118141.715468602 | -15603.7154686022 |
248 | 86678 | 80521.5516305222 | 6156.44836947782 |
249 | 85709 | 74953.6720226142 | 10755.3279773858 |
250 | 34662 | 46635.4583528926 | -11973.4583528926 |
251 | 150580 | 147685.691960207 | 2894.30803979277 |
252 | 99611 | 97109.1394829298 | 2501.86051707023 |
253 | 19349 | 13529.2504306187 | 5819.74956938128 |
254 | 99373 | 94879.5026204075 | 4493.49737959254 |
255 | 86230 | 103751.974584275 | -17521.9745842746 |
256 | 30837 | 26839.7801467918 | 3997.21985320817 |
257 | 31706 | 41926.5483584834 | -10220.5483584834 |
258 | 89806 | 70215.3622304978 | 19590.6377695022 |
259 | 62088 | 52332.3424756294 | 9755.65752437062 |
260 | 40151 | 38282.458442574 | 1868.54155742598 |
261 | 27634 | 36254.8396352702 | -8620.83963527016 |
262 | 76990 | 72718.3740377532 | 4271.62596224682 |
263 | 37460 | 23968.5278764259 | 13491.4721235741 |
264 | 54157 | 52448.6577593093 | 1708.34224069071 |
265 | 49862 | 58515.067514102 | -8653.06751410202 |
266 | 84337 | 80133.7554287603 | 4203.24457123974 |
267 | 64175 | 76518.909016002 | -12343.909016002 |
268 | 59382 | 61072.5157658524 | -1690.51576585236 |
269 | 119308 | 85915.5099468738 | 33392.4900531262 |
270 | 76702 | 89573.3016879926 | -12871.3016879926 |
271 | 103425 | 103080.750758138 | 344.24924186162 |
272 | 70344 | 68885.3544566745 | 1458.64554332547 |
273 | 43410 | 37583.4146101428 | 5826.58538985716 |
274 | 104838 | 98986.9766121895 | 5851.02338781046 |
275 | 62215 | 52428.2701446626 | 9786.7298553374 |
276 | 69304 | 71865.2731251109 | -2561.27312511089 |
277 | 53117 | 36480.8011152054 | 16636.1988847946 |
278 | 19764 | 15802.9957566972 | 3961.00424330283 |
279 | 86680 | 94542.5146642379 | -7862.51466423788 |
280 | 84105 | 72502.4066626926 | 11602.5933373074 |
281 | 77945 | 75264.4016757674 | 2680.59832423261 |
282 | 89113 | 68824.1162977982 | 20288.8837022018 |
283 | 91005 | 83723.3497097115 | 7281.65029028845 |
284 | 40248 | 30041.4272766835 | 10206.5727233165 |
285 | 64187 | 61127.5065564903 | 3059.49344350974 |
286 | 50857 | 47508.3310405098 | 3348.66895949015 |
287 | 56613 | 48969.5759684183 | 7643.42403158171 |
288 | 62792 | 66270.0432667589 | -3478.04326675894 |
289 | 72535 | 82076.9966959914 | -9541.99669599145 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
11 | 0.0388235958410174 | 0.0776471916820347 | 0.961176404158983 |
12 | 0.252616551514346 | 0.505233103028693 | 0.747383448485654 |
13 | 0.384329232360266 | 0.768658464720531 | 0.615670767639734 |
14 | 0.267895633722263 | 0.535791267444527 | 0.732104366277737 |
15 | 0.628136267628335 | 0.74372746474333 | 0.371863732371665 |
16 | 0.610996369260157 | 0.778007261479687 | 0.389003630739843 |
17 | 0.636151803904611 | 0.727696392190777 | 0.363848196095388 |
18 | 0.578845617142089 | 0.842308765715823 | 0.421154382857911 |
19 | 0.505304496760018 | 0.989391006479964 | 0.494695503239982 |
20 | 0.431894197138965 | 0.86378839427793 | 0.568105802861035 |
21 | 0.369356358017097 | 0.738712716034194 | 0.630643641982903 |
22 | 0.370991339963829 | 0.741982679927657 | 0.629008660036171 |
23 | 0.723253273274268 | 0.553493453451464 | 0.276746726725732 |
24 | 0.793029189093219 | 0.413941621813561 | 0.206970810906781 |
25 | 0.854063513187797 | 0.291872973624407 | 0.145936486812203 |
26 | 0.903824916254409 | 0.192350167491183 | 0.0961750837455914 |
27 | 0.910808790157083 | 0.178382419685833 | 0.0891912098429165 |
28 | 0.945324180187775 | 0.109351639624451 | 0.0546758198122253 |
29 | 0.941197117156038 | 0.117605765687924 | 0.0588028828439619 |
30 | 0.931595467274504 | 0.136809065450992 | 0.0684045327254959 |
31 | 0.996932304590846 | 0.00613539081830824 | 0.00306769540915412 |
32 | 0.995449241749512 | 0.00910151650097506 | 0.00455075825048753 |
33 | 0.993257899141906 | 0.0134842017161889 | 0.00674210085809447 |
34 | 0.991466549589664 | 0.0170669008206713 | 0.00853345041033567 |
35 | 0.987864084872056 | 0.0242718302558881 | 0.0121359151279441 |
36 | 0.983658337356726 | 0.0326833252865477 | 0.0163416626432738 |
37 | 0.977960744236046 | 0.0440785115279074 | 0.0220392557639537 |
38 | 0.970616107803739 | 0.0587677843925219 | 0.029383892196261 |
39 | 0.984725294152008 | 0.0305494116959848 | 0.0152747058479924 |
40 | 0.97996803085274 | 0.04006393829452 | 0.02003196914726 |
41 | 0.976342356674482 | 0.0473152866510358 | 0.0236576433255179 |
42 | 0.973745190071738 | 0.0525096198565231 | 0.0262548099282615 |
43 | 0.966033663681407 | 0.0679326726371855 | 0.0339663363185927 |
44 | 0.957229291821035 | 0.0855414163579308 | 0.0427707081789654 |
45 | 0.949939538808556 | 0.100120922382888 | 0.050060461191444 |
46 | 0.936386016582417 | 0.127227966835166 | 0.063613983417583 |
47 | 0.920953097230715 | 0.158093805538571 | 0.0790469027692854 |
48 | 0.919429351989553 | 0.161141296020894 | 0.080570648010447 |
49 | 0.908434820906463 | 0.183130358187073 | 0.0915651790935367 |
50 | 0.994039027164972 | 0.0119219456700559 | 0.00596097283502794 |
51 | 0.998729886586837 | 0.00254022682632646 | 0.00127011341316323 |
52 | 0.998819540666492 | 0.00236091866701494 | 0.00118045933350747 |
53 | 0.998326753677622 | 0.00334649264475529 | 0.00167324632237765 |
54 | 0.999357707254017 | 0.00128458549196629 | 0.000642292745983147 |
55 | 0.999533459635623 | 0.00093308072875339 | 0.000466540364376695 |
56 | 0.999361588853119 | 0.00127682229376206 | 0.000638411146881031 |
57 | 0.999127716951299 | 0.0017445660974012 | 0.000872283048700599 |
58 | 0.999178835059203 | 0.00164232988159303 | 0.000821164940796517 |
59 | 0.998859146857031 | 0.00228170628593756 | 0.00114085314296878 |
60 | 0.998427922634523 | 0.00314415473095431 | 0.00157207736547715 |
61 | 0.998521444090957 | 0.00295711181808694 | 0.00147855590904347 |
62 | 0.998045669559972 | 0.00390866088005515 | 0.00195433044002758 |
63 | 0.997498638646701 | 0.00500272270659742 | 0.00250136135329871 |
64 | 0.996843844915529 | 0.00631231016894251 | 0.00315615508447126 |
65 | 0.996892582588237 | 0.00621483482352678 | 0.00310741741176339 |
66 | 0.995949279294386 | 0.00810144141122854 | 0.00405072070561427 |
67 | 0.998995347901798 | 0.00200930419640426 | 0.00100465209820213 |
68 | 0.998666837015599 | 0.00266632596880143 | 0.00133316298440072 |
69 | 0.99864734093424 | 0.00270531813151906 | 0.00135265906575953 |
70 | 0.998471058223629 | 0.0030578835527419 | 0.00152894177637095 |
71 | 0.998250587891962 | 0.00349882421607608 | 0.00174941210803804 |
72 | 0.99818579140423 | 0.00362841719154091 | 0.00181420859577046 |
73 | 0.998106787716011 | 0.00378642456797756 | 0.00189321228398878 |
74 | 0.997489456958298 | 0.00502108608340297 | 0.00251054304170149 |
75 | 0.997786092871916 | 0.00442781425616707 | 0.00221390712808353 |
76 | 0.997296979929011 | 0.00540604014197768 | 0.00270302007098884 |
77 | 0.996649250520465 | 0.00670149895906912 | 0.00335074947953456 |
78 | 0.995688696457652 | 0.00862260708469609 | 0.00431130354234805 |
79 | 0.994726469830228 | 0.0105470603395446 | 0.00527353016977228 |
80 | 0.993290463077454 | 0.0134190738450914 | 0.0067095369225457 |
81 | 0.992803804753249 | 0.0143923904935018 | 0.00719619524675091 |
82 | 0.990763500724505 | 0.0184729985509896 | 0.0092364992754948 |
83 | 0.999432064084751 | 0.00113587183049693 | 0.000567935915248463 |
84 | 0.9993339548013 | 0.00133209039740086 | 0.000666045198700432 |
85 | 0.999178767364163 | 0.00164246527167313 | 0.000821232635836564 |
86 | 0.998879683847376 | 0.00224063230524757 | 0.00112031615262378 |
87 | 0.99850959807001 | 0.00298080385998002 | 0.00149040192999001 |
88 | 0.998090947836616 | 0.00381810432676801 | 0.001909052163384 |
89 | 0.999965130131042 | 6.97397379150546e-05 | 3.48698689575273e-05 |
90 | 0.999963951388371 | 7.20972232581146e-05 | 3.60486116290573e-05 |
91 | 0.999974342093124 | 5.13158137516668e-05 | 2.56579068758334e-05 |
92 | 0.999972339311162 | 5.5321377675139e-05 | 2.76606888375695e-05 |
93 | 0.999962741182723 | 7.45176345543972e-05 | 3.72588172771986e-05 |
94 | 0.999958687571439 | 8.26248571228042e-05 | 4.13124285614021e-05 |
95 | 0.999949884959794 | 0.000100230080411351 | 5.01150402056757e-05 |
96 | 0.9999321151833 | 0.00013576963339954 | 6.78848166997698e-05 |
97 | 0.999921001367484 | 0.00015799726503301 | 7.8998632516505e-05 |
98 | 0.999986252456788 | 2.74950864235163e-05 | 1.37475432117582e-05 |
99 | 0.999985874976528 | 2.82500469445389e-05 | 1.41250234722694e-05 |
100 | 0.999980857530595 | 3.82849388101703e-05 | 1.91424694050851e-05 |
101 | 0.99997254423353 | 5.49115329406361e-05 | 2.74557664703181e-05 |
102 | 0.999962136762082 | 7.57264758355567e-05 | 3.78632379177784e-05 |
103 | 0.999971756147246 | 5.64877055078986e-05 | 2.82438527539493e-05 |
104 | 0.999961711354572 | 7.65772908555692e-05 | 3.82886454277846e-05 |
105 | 0.999945650823367 | 0.000108698353265717 | 5.43491766328584e-05 |
106 | 0.999925769208132 | 0.0001484615837356 | 7.42307918678002e-05 |
107 | 0.999944564507598 | 0.000110870984804182 | 5.54354924020909e-05 |
108 | 0.999922116367024 | 0.000155767265952715 | 7.78836329763577e-05 |
109 | 0.999891437386434 | 0.000217125227130991 | 0.000108562613565495 |
110 | 0.999894040402116 | 0.00021191919576769 | 0.000105959597883845 |
111 | 0.99987990767987 | 0.0002401846402592 | 0.0001200923201296 |
112 | 0.999836153415105 | 0.000327693169789992 | 0.000163846584894996 |
113 | 0.999787872804932 | 0.000424254390135485 | 0.000212127195067743 |
114 | 0.999718090280098 | 0.000563819439804715 | 0.000281909719902358 |
115 | 0.999670716414371 | 0.000658567171257508 | 0.000329283585628754 |
116 | 0.999590934961777 | 0.000818130076446014 | 0.000409065038223007 |
117 | 0.999464825323545 | 0.00107034935290955 | 0.000535174676454775 |
118 | 0.999745198385637 | 0.000509603228725008 | 0.000254801614362504 |
119 | 0.999993700102364 | 1.25997952730093e-05 | 6.29989763650464e-06 |
120 | 0.999991346669134 | 1.73066617316278e-05 | 8.65333086581392e-06 |
121 | 0.999987528887342 | 2.49422253169315e-05 | 1.24711126584657e-05 |
122 | 0.999990288749006 | 1.94225019884973e-05 | 9.71125099424863e-06 |
123 | 0.999990882834291 | 1.82343314186152e-05 | 9.11716570930762e-06 |
124 | 0.999997019584169 | 5.96083166189515e-06 | 2.98041583094757e-06 |
125 | 0.999997066261191 | 5.86747761831531e-06 | 2.93373880915765e-06 |
126 | 0.99999618117773 | 7.63764453956282e-06 | 3.81882226978141e-06 |
127 | 0.999994576235711 | 1.08475285784704e-05 | 5.42376428923521e-06 |
128 | 0.99999216516223 | 1.56696755397047e-05 | 7.83483776985233e-06 |
129 | 0.999998506921097 | 2.98615780674506e-06 | 1.49307890337253e-06 |
130 | 0.999997789386022 | 4.42122795667578e-06 | 2.21061397833789e-06 |
131 | 0.999996683091934 | 6.63381613196695e-06 | 3.31690806598348e-06 |
132 | 0.999995694850882 | 8.61029823605224e-06 | 4.30514911802612e-06 |
133 | 0.999994555538509 | 1.08889229820553e-05 | 5.44446149102767e-06 |
134 | 0.999997078574342 | 5.84285131669828e-06 | 2.92142565834914e-06 |
135 | 0.999995691134379 | 8.61773124286101e-06 | 4.3088656214305e-06 |
136 | 0.999993695570231 | 1.26088595378224e-05 | 6.30442976891121e-06 |
137 | 0.999990719330375 | 1.85613392492447e-05 | 9.28066962462236e-06 |
138 | 0.999987659392847 | 2.46812143052887e-05 | 1.23406071526443e-05 |
139 | 0.999984809257589 | 3.03814848222263e-05 | 1.51907424111131e-05 |
140 | 0.999978266740677 | 4.34665186461914e-05 | 2.17332593230957e-05 |
141 | 0.999974829741853 | 5.03405162942246e-05 | 2.51702581471123e-05 |
142 | 0.999966691344355 | 6.6617311289233e-05 | 3.33086556446165e-05 |
143 | 0.999962661329346 | 7.46773413080321e-05 | 3.7338670654016e-05 |
144 | 0.999974126848222 | 5.17463035552589e-05 | 2.58731517776295e-05 |
145 | 0.999979138045973 | 4.17239080534398e-05 | 2.08619540267199e-05 |
146 | 0.999971003288688 | 5.79934226232714e-05 | 2.89967113116357e-05 |
147 | 0.999974307442813 | 5.13851143746588e-05 | 2.56925571873294e-05 |
148 | 0.999974774697449 | 5.04506051017096e-05 | 2.52253025508548e-05 |
149 | 0.999970449294416 | 5.91014111683821e-05 | 2.9550705584191e-05 |
150 | 0.999958966179772 | 8.20676404567658e-05 | 4.10338202283829e-05 |
151 | 0.9999665785154 | 6.68429692005092e-05 | 3.34214846002546e-05 |
152 | 0.999952806911424 | 9.43861771524863e-05 | 4.71930885762431e-05 |
153 | 0.999935507713119 | 0.000128984573760997 | 6.44922868804983e-05 |
154 | 0.999908709097388 | 0.000182581805223016 | 9.12909026115078e-05 |
155 | 0.999930859815287 | 0.000138280369426253 | 6.91401847131265e-05 |
156 | 0.99990899332118 | 0.000182013357639703 | 9.10066788198516e-05 |
157 | 0.999874236194885 | 0.000251527610230922 | 0.000125763805115461 |
158 | 0.999850576706083 | 0.000298846587834743 | 0.000149423293917372 |
159 | 0.999876498180807 | 0.000247003638385377 | 0.000123501819192689 |
160 | 0.999835532952703 | 0.000328934094593275 | 0.000164467047296637 |
161 | 0.999777617056927 | 0.000444765886145566 | 0.000222382943072783 |
162 | 0.999701546296926 | 0.000596907406148201 | 0.000298453703074101 |
163 | 0.999621265670833 | 0.000757468658334293 | 0.000378734329167147 |
164 | 0.999583726367342 | 0.000832547265316678 | 0.000416273632658339 |
165 | 0.999530912510931 | 0.000938174978137895 | 0.000469087489068947 |
166 | 0.999526211041011 | 0.000947577917977077 | 0.000473788958988539 |
167 | 0.999423626352111 | 0.00115274729577779 | 0.000576373647888896 |
168 | 0.999364246841654 | 0.00127150631669151 | 0.000635753158345754 |
169 | 0.999158541792019 | 0.00168291641596179 | 0.000841458207980897 |
170 | 0.999973586414046 | 5.2827171908405e-05 | 2.64135859542025e-05 |
171 | 0.999963863907413 | 7.2272185173143e-05 | 3.61360925865715e-05 |
172 | 0.999954755799479 | 9.04884010427015e-05 | 4.52442005213507e-05 |
173 | 0.999995301551279 | 9.39689744261715e-06 | 4.69844872130857e-06 |
174 | 0.999998577072094 | 2.84585581119515e-06 | 1.42292790559757e-06 |
175 | 0.999999272945974 | 1.45410805277599e-06 | 7.27054026387995e-07 |
176 | 0.999998918795338 | 2.16240932436062e-06 | 1.08120466218031e-06 |
177 | 0.999999077765187 | 1.84446962618623e-06 | 9.22234813093114e-07 |
178 | 0.999998957068472 | 2.08586305689137e-06 | 1.04293152844568e-06 |
179 | 0.99999836576666 | 3.26846668059196e-06 | 1.63423334029598e-06 |
180 | 0.999999215297954 | 1.56940409180093e-06 | 7.84702045900466e-07 |
181 | 0.999998933172903 | 2.13365419391535e-06 | 1.06682709695767e-06 |
182 | 0.999998919670536 | 2.16065892708526e-06 | 1.08032946354263e-06 |
183 | 0.999998292711323 | 3.4145773549723e-06 | 1.70728867748615e-06 |
184 | 0.999997829397899 | 4.34120420283924e-06 | 2.17060210141962e-06 |
185 | 0.999997164558145 | 5.67088371042573e-06 | 2.83544185521287e-06 |
186 | 0.999995708124896 | 8.58375020887215e-06 | 4.29187510443607e-06 |
187 | 0.999993722232144 | 1.25555357121049e-05 | 6.27776785605243e-06 |
188 | 0.999990506216007 | 1.8987567986641e-05 | 9.4937839933205e-06 |
189 | 0.999985928325747 | 2.81433485059222e-05 | 1.40716742529611e-05 |
190 | 0.9999943820899 | 1.12358202004684e-05 | 5.6179101002342e-06 |
191 | 0.999999858868004 | 2.82263991194234e-07 | 1.41131995597117e-07 |
192 | 0.999999811054803 | 3.77890394729475e-07 | 1.88945197364738e-07 |
193 | 0.999999691722261 | 6.16555478298458e-07 | 3.08277739149229e-07 |
194 | 0.999999563853737 | 8.72292526014804e-07 | 4.36146263007402e-07 |
195 | 0.999999362807482 | 1.27438503578068e-06 | 6.37192517890342e-07 |
196 | 0.999999351656702 | 1.29668659658412e-06 | 6.4834329829206e-07 |
197 | 0.99999901176953 | 1.97646093956026e-06 | 9.88230469780131e-07 |
198 | 0.999998389988036 | 3.22002392818871e-06 | 1.61001196409435e-06 |
199 | 0.999998453862825 | 3.09227434965126e-06 | 1.54613717482563e-06 |
200 | 0.999997508834601 | 4.98233079775525e-06 | 2.49116539887763e-06 |
201 | 0.999996216258771 | 7.56748245810956e-06 | 3.78374122905478e-06 |
202 | 0.999994401513393 | 1.11969732137879e-05 | 5.59848660689395e-06 |
203 | 0.999996633102078 | 6.73379584317607e-06 | 3.36689792158804e-06 |
204 | 0.999994699075505 | 1.06018489892884e-05 | 5.3009244946442e-06 |
205 | 0.999992851338085 | 1.42973238300509e-05 | 7.14866191502547e-06 |
206 | 0.999988732912226 | 2.25341755489452e-05 | 1.12670877744726e-05 |
207 | 0.999984895480909 | 3.02090381821585e-05 | 1.51045190910793e-05 |
208 | 0.999998153913131 | 3.69217373776097e-06 | 1.84608686888048e-06 |
209 | 0.999999411385172 | 1.17722965646536e-06 | 5.8861482823268e-07 |
210 | 0.999999076163239 | 1.84767352258481e-06 | 9.23836761292407e-07 |
211 | 0.999998659490316 | 2.68101936771026e-06 | 1.34050968385513e-06 |
212 | 0.999999881267455 | 2.37465090997751e-07 | 1.18732545498875e-07 |
213 | 0.999999847570127 | 3.04859746842509e-07 | 1.52429873421255e-07 |
214 | 0.99999976801423 | 4.6397153962521e-07 | 2.31985769812605e-07 |
215 | 0.99999965468428 | 6.90631439729114e-07 | 3.45315719864557e-07 |
216 | 0.999999438710191 | 1.12257961779988e-06 | 5.61289808899938e-07 |
217 | 0.99999953476447 | 9.30471060081062e-07 | 4.65235530040531e-07 |
218 | 0.999999239973938 | 1.52005212314803e-06 | 7.60026061574013e-07 |
219 | 0.999998702222954 | 2.59555409292005e-06 | 1.29777704646003e-06 |
220 | 0.999998826368586 | 2.34726282799286e-06 | 1.17363141399643e-06 |
221 | 0.999998067548894 | 3.86490221294892e-06 | 1.93245110647446e-06 |
222 | 0.999999520366851 | 9.59266298286069e-07 | 4.79633149143034e-07 |
223 | 0.999999626438393 | 7.47123214338041e-07 | 3.7356160716902e-07 |
224 | 0.999999344867629 | 1.31026474175862e-06 | 6.55132370879309e-07 |
225 | 0.999998904135889 | 2.19172822269485e-06 | 1.09586411134743e-06 |
226 | 0.999998384245516 | 3.2315089683551e-06 | 1.61575448417755e-06 |
227 | 0.999998183883891 | 3.63223221771389e-06 | 1.81611610885694e-06 |
228 | 0.999997400386159 | 5.19922768247782e-06 | 2.59961384123891e-06 |
229 | 0.999995391393516 | 9.21721296862116e-06 | 4.60860648431058e-06 |
230 | 0.999995471169943 | 9.05766011402732e-06 | 4.52883005701366e-06 |
231 | 0.999993582992546 | 1.28340149083577e-05 | 6.41700745417886e-06 |
232 | 0.999989204461595 | 2.15910768097512e-05 | 1.07955384048756e-05 |
233 | 0.999999905737158 | 1.88525683070009e-07 | 9.42628415350044e-08 |
234 | 0.999999814103977 | 3.71792046743924e-07 | 1.85896023371962e-07 |
235 | 0.999999649201925 | 7.0159614984366e-07 | 3.5079807492183e-07 |
236 | 0.999999418461869 | 1.1630762624817e-06 | 5.81538131240852e-07 |
237 | 0.999999999800882 | 3.98235643507513e-10 | 1.99117821753757e-10 |
238 | 0.999999999511922 | 9.7615609253802e-10 | 4.8807804626901e-10 |
239 | 0.999999998822486 | 2.35502878713044e-09 | 1.17751439356522e-09 |
240 | 0.999999998008906 | 3.98218771405303e-09 | 1.99109385702651e-09 |
241 | 0.999999997673771 | 4.65245871109902e-09 | 2.32622935554951e-09 |
242 | 0.999999994405755 | 1.11884894816183e-08 | 5.59424474080916e-09 |
243 | 0.999999988644011 | 2.2711977599965e-08 | 1.13559887999825e-08 |
244 | 0.999999973164557 | 5.36708869551463e-08 | 2.68354434775732e-08 |
245 | 0.999999952293902 | 9.54121953453605e-08 | 4.77060976726803e-08 |
246 | 0.999999890461189 | 2.19077622080664e-07 | 1.09538811040332e-07 |
247 | 0.999999827269972 | 3.45460056881818e-07 | 1.72730028440909e-07 |
248 | 0.999999611218114 | 7.77563771192347e-07 | 3.88781885596174e-07 |
249 | 0.999999307720349 | 1.38455930292752e-06 | 6.92279651463762e-07 |
250 | 0.999998614629253 | 2.77074149360871e-06 | 1.38537074680435e-06 |
251 | 0.999997024615575 | 5.95076885004958e-06 | 2.97538442502479e-06 |
252 | 0.999993762009228 | 1.24759815440028e-05 | 6.23799077200141e-06 |
253 | 0.999986979632635 | 2.60407347304643e-05 | 1.30203673652321e-05 |
254 | 0.999977092703689 | 4.58145926217059e-05 | 2.29072963108529e-05 |
255 | 0.999978325393484 | 4.33492130321918e-05 | 2.16746065160959e-05 |
256 | 0.999954247527852 | 9.15049442960191e-05 | 4.57524721480096e-05 |
257 | 0.999960718060907 | 7.85638781855662e-05 | 3.92819390927831e-05 |
258 | 0.999989952216837 | 2.00955663251278e-05 | 1.00477831625639e-05 |
259 | 0.999985826536354 | 2.83469272920855e-05 | 1.41734636460427e-05 |
260 | 0.999967973732345 | 6.40525353092948e-05 | 3.20262676546474e-05 |
261 | 0.999929972782033 | 0.000140054435934333 | 7.00272179671663e-05 |
262 | 0.999841804087516 | 0.000316391824967062 | 0.000158195912483531 |
263 | 0.999704378345787 | 0.000591243308426614 | 0.000295621654213307 |
264 | 0.999638234066201 | 0.000723531867598942 | 0.000361765933799471 |
265 | 0.999594722907486 | 0.000810554185027469 | 0.000405277092513735 |
266 | 0.99909995735007 | 0.00180008529986091 | 0.000900042649930457 |
267 | 0.998839943817724 | 0.00232011236455264 | 0.00116005618227632 |
268 | 0.999220596666883 | 0.00155880666623326 | 0.000779403333116629 |
269 | 0.999999170709418 | 1.65858116335132e-06 | 8.2929058167566e-07 |
270 | 0.99999632188268 | 7.35623463950536e-06 | 3.67811731975268e-06 |
271 | 0.999989143574763 | 2.17128504736724e-05 | 1.08564252368362e-05 |
272 | 0.999953007940178 | 9.39841196446684e-05 | 4.69920598223342e-05 |
273 | 0.999807866118771 | 0.000384267762457472 | 0.000192133881228736 |
274 | 0.999365890563079 | 0.0012682188738418 | 0.000634109436920902 |
275 | 0.999060676457872 | 0.00187864708425505 | 0.000939323542127524 |
276 | 0.998118531701368 | 0.00376293659726321 | 0.00188146829863161 |
277 | 0.99299802312812 | 0.0140039537437593 | 0.00700197687187965 |
278 | 0.979434224231866 | 0.0411315515362675 | 0.0205657757681338 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 224 | 0.835820895522388 | NOK |
5% type I error level | 239 | 0.891791044776119 | NOK |
10% type I error level | 244 | 0.91044776119403 | NOK |