Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = -16998.1146081374 + 59.0915438988139pageviews[t] + 185.247672353999logins[t] -421.922601197391shared_compendiums[t] + 548.362741169128blogged_computations[t] -363.206693662098compendiums_reviewed[t] + 477.700321063801feedback_messages_p1[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) | -16998.1146081374 | 4717.831578 | -3.603 | 0.000372 | 0.000186 |
pageviews | 59.0915438988139 | 4.749474 | 12.4417 | 0 | 0 |
logins | 185.247672353999 | 81.236896 | 2.2803 | 0.023334 | 0.011667 |
shared_compendiums | -421.922601197391 | 716.564666 | -0.5888 | 0.556458 | 0.278229 |
blogged_computations | 548.362741169128 | 89.608114 | 6.1196 | 0 | 0 |
compendiums_reviewed | -363.206693662098 | 944.728346 | -0.3845 | 0.70093 | 0.350465 |
feedback_messages_p1 | 477.700321063801 | 252.004139 | 1.8956 | 0.059035 | 0.029517 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.932216632068526 |
R-squared | 0.869027849105186 |
Adjusted R-squared | 0.866241207596786 |
F-TEST (value) | 311.854914414184 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 282 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 30114.0313110919 |
Sum Squared Residuals | 255733076669.13 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 163261.789153448 | 47645.2108465522 |
2 | 120982 | 116743.202848191 | 4238.79715180879 |
3 | 176508 | 167196.407636098 | 9311.59236390187 |
4 | 179321 | 230732.128857001 | -51411.1288570015 |
5 | 123185 | 94594.1996267162 | 28590.8003732838 |
6 | 52746 | 52531.0526145006 | 214.947385499397 |
7 | 385534 | 292327.658430571 | 93206.3415694291 |
8 | 33170 | 34275.8700472206 | -1105.87004722057 |
9 | 101645 | 93100.4043974575 | 8544.59560254252 |
10 | 149061 | 144491.339902712 | 4569.66009728786 |
11 | 165446 | 147330.781907989 | 18115.2180920113 |
12 | 237213 | 198648.657708071 | 38564.3422919293 |
13 | 173326 | 195168.434995363 | -21842.4349953633 |
14 | 133131 | 131893.830522917 | 1237.16947708265 |
15 | 258873 | 230985.98639919 | 27887.0136008098 |
16 | 180083 | 163835.287157019 | 16247.7128429805 |
17 | 324799 | 406353.312444637 | -81554.3124446373 |
18 | 230964 | 192392.531546001 | 38571.4684539994 |
19 | 236785 | 217323.353878543 | 19461.6461214573 |
20 | 135473 | 130465.498512803 | 5007.50148719744 |
21 | 202925 | 218945.439705125 | -16020.4397051252 |
22 | 215147 | 214532.577799066 | 614.422200933787 |
23 | 344297 | 213521.232796914 | 130775.767203086 |
24 | 153935 | 119950.427421693 | 33984.5725783071 |
25 | 132943 | 169497.630713381 | -36554.6307133808 |
26 | 174724 | 265382.835150469 | -90658.8351504693 |
27 | 174415 | 213535.907865366 | -39120.9078653659 |
28 | 225548 | 230149.935356237 | -4601.93535623679 |
29 | 223632 | 198621.721444846 | 25010.2785551539 |
30 | 124817 | 124696.070924831 | 120.929075169125 |
31 | 221698 | 204194.415578392 | 17503.5844216084 |
32 | 210767 | 195270.903783159 | 15496.0962168409 |
33 | 170266 | 168544.227410707 | 1721.77258929291 |
34 | 260561 | 224477.0183474 | 36083.9816526003 |
35 | 84853 | 98665.4683911633 | -13812.4683911633 |
36 | 294424 | 248671.509789968 | 45752.4902100322 |
37 | 101011 | 74856.8080567995 | 26154.1919432005 |
38 | 215641 | 191273.752758386 | 24367.2472416135 |
39 | 325107 | 256597.367764599 | 68509.6322354006 |
40 | 7176 | -2857.87701294004 | 10033.87701294 |
41 | 167542 | 156737.859850484 | 10804.1401495158 |
42 | 106408 | 74236.8699500059 | 32171.1300499941 |
43 | 96560 | 145684.385375633 | -49124.3853756329 |
44 | 265769 | 258783.580552415 | 6985.419447585 |
45 | 269651 | 255684.51119405 | 13966.4888059497 |
46 | 149112 | 148223.143881996 | 888.85611800385 |
47 | 175824 | 224697.306006838 | -48873.3060068382 |
48 | 152871 | 141880.788044096 | 10990.2119559042 |
49 | 111665 | 118178.738977503 | -6513.73897750321 |
50 | 116408 | 150576.812537562 | -34168.8125375624 |
51 | 362301 | 347807.965193002 | 14493.0348069983 |
52 | 78800 | 84879.7868428467 | -6079.78684284667 |
53 | 183167 | 210338.14487803 | -27171.1448780301 |
54 | 277965 | 315503.327012623 | -37538.3270126231 |
55 | 150629 | 184015.281148825 | -33386.2811488251 |
56 | 168809 | 168076.290685565 | 732.709314435486 |
57 | 24188 | 25423.7143096405 | -1235.71430964051 |
58 | 329267 | 258683.341858724 | 70583.6581412763 |
59 | 65029 | 64989.4100665198 | 39.5899334802146 |
60 | 101097 | 98403.6563045715 | 2693.34369542853 |
61 | 218946 | 211892.637494733 | 7053.36250526702 |
62 | 244052 | 238883.179858545 | 5168.8201414547 |
63 | 341570 | 373034.786963571 | -31464.7869635713 |
64 | 103597 | 93911.9156941692 | 9685.08430583078 |
65 | 233328 | 255931.103518856 | -22603.103518856 |
66 | 256462 | 234444.830762125 | 22017.1692378755 |
67 | 206161 | 177695.692590602 | 28465.3074093977 |
68 | 311473 | 312527.247465201 | -1054.24746520131 |
69 | 235800 | 232583.426227115 | 3216.57377288544 |
70 | 177939 | 202403.846262902 | -24464.8462629021 |
71 | 207176 | 185901.557224477 | 21274.4427755226 |
72 | 196553 | 130138.004243407 | 66414.995756593 |
73 | 174184 | 152114.747988954 | 22069.2520110456 |
74 | 143246 | 165465.988952117 | -22219.9889521172 |
75 | 187559 | 228661.494002988 | -41102.4940029884 |
76 | 187681 | 205415.69526651 | -17734.6952665103 |
77 | 119016 | 162410.805806132 | -43394.8058061317 |
78 | 182192 | 204125.776023725 | -21933.7760237255 |
79 | 73566 | 84914.8786067541 | -11348.8786067541 |
80 | 194979 | 191360.306154707 | 3618.69384529331 |
81 | 167488 | 150747.6966442 | 16740.3033557999 |
82 | 143756 | 184014.230994625 | -40258.2309946253 |
83 | 275541 | 215009.993225345 | 60531.0067746551 |
84 | 243199 | 194035.902263873 | 49163.0977361269 |
85 | 182999 | 174832.437825914 | 8166.56217408592 |
86 | 135649 | 174635.295685224 | -38986.2956852244 |
87 | 152299 | 157022.112594361 | -4723.1125943608 |
88 | 120221 | 134784.958140304 | -14563.9581403044 |
89 | 346485 | 296302.957578376 | 50182.0424216239 |
90 | 145790 | 124686.279044091 | 21103.7209559089 |
91 | 193339 | 177437.82457402 | 15901.17542598 |
92 | 80953 | 76382.4501504576 | 4570.54984954238 |
93 | 122774 | 136512.218292342 | -13738.2182923416 |
94 | 130585 | 129972.797121595 | 612.202878405436 |
95 | 112611 | 101186.99385508 | 11424.0061449204 |
96 | 286468 | 260515.0432502 | 25952.9567498005 |
97 | 241066 | 217107.56977468 | 23958.4302253203 |
98 | 148446 | 277889.730947489 | -129443.730947489 |
99 | 204713 | 190702.392455499 | 14010.6075445014 |
100 | 182079 | 205157.492753275 | -23078.4927532753 |
101 | 140344 | 130476.795838861 | 9867.20416113866 |
102 | 220516 | 239895.917558512 | -19379.917558512 |
103 | 243060 | 183815.0713934 | 59244.9286066001 |
104 | 162765 | 148401.90148091 | 14363.0985190897 |
105 | 182613 | 151397.02680503 | 31215.9731949704 |
106 | 232138 | 208987.161560038 | 23150.8384399616 |
107 | 265318 | 307608.533174953 | -42290.5331749527 |
108 | 85574 | 115451.103780699 | -29877.1037806987 |
109 | 310839 | 270403.735150682 | 40435.2648493181 |
110 | 225060 | 225978.811936515 | -918.811936515487 |
111 | 232317 | 218426.782303467 | 13890.2176965329 |
112 | 144966 | 159916.859652281 | -14950.8596522812 |
113 | 43287 | 53625.2830782637 | -10338.2830782637 |
114 | 155754 | 164753.097069358 | -8999.09706935828 |
115 | 164709 | 183411.110070211 | -18702.1100702109 |
116 | 201940 | 214410.135844028 | -12470.1358440281 |
117 | 235454 | 253573.143580125 | -18119.1435801254 |
118 | 220801 | 179107.193854371 | 41693.8061456287 |
119 | 99466 | 94381.4103924392 | 5084.58960756084 |
120 | 92661 | 125092.135905754 | -32431.1359057538 |
121 | 133328 | 147850.866845652 | -14522.8668456524 |
122 | 61361 | 97844.3504897949 | -36483.3504897949 |
123 | 125930 | 164243.978835306 | -38313.978835306 |
124 | 100750 | 163500.230449498 | -62750.2304494982 |
125 | 224549 | 147606.949691084 | 76942.0503089161 |
126 | 82316 | 66328.5077104455 | 15987.4922895545 |
127 | 102010 | 91367.8860195401 | 10642.1139804599 |
128 | 101523 | 132347.214192049 | -30824.2141920488 |
129 | 243511 | 242749.544674866 | 761.455325134044 |
130 | 22938 | 14176.3019802063 | 8761.69801979375 |
131 | 41566 | 46272.9571406009 | -4706.95714060094 |
132 | 152474 | 195145.887910057 | -42671.8879100569 |
133 | 61857 | 41167.3847529429 | 20689.6152470571 |
134 | 99923 | 175042.346093274 | -75119.3460932741 |
135 | 132487 | 163323.477117982 | -30836.4771179822 |
136 | 317394 | 248277.118287327 | 69116.8817126729 |
137 | 21054 | 11027.7266030441 | 10026.2733969559 |
138 | 209641 | 158929.301654688 | 50711.6983453124 |
139 | 22648 | 43647.3267817637 | -20999.3267817637 |
140 | 31414 | 31961.0781954986 | -547.078195498572 |
141 | 46698 | 66407.0738209219 | -19709.0738209219 |
142 | 131698 | 156381.505390828 | -24683.5053908281 |
143 | 91735 | 82749.2165158032 | 8985.7834841968 |
144 | 244749 | 260233.213601633 | -15484.2136016332 |
145 | 184510 | 176726.278799296 | 7783.72120070373 |
146 | 79863 | 120018.32063265 | -40155.3206326501 |
147 | 128423 | 135640.874379615 | -7217.87437961492 |
148 | 97839 | 102995.664509659 | -5156.66450965859 |
149 | 38214 | 41630.3621645568 | -3416.36216455675 |
150 | 151101 | 150488.447610468 | 612.552389532003 |
151 | 272458 | 239168.374130291 | 33289.6258697086 |
152 | 172494 | 146712.82086769 | 25781.1791323103 |
153 | 108043 | 123421.649335614 | -15378.6493356144 |
154 | 328107 | 292985.230376436 | 35121.7696235638 |
155 | 250579 | 241608.659708631 | 8970.34029136851 |
156 | 351067 | 311442.223899288 | 39624.7761007121 |
157 | 158015 | 125524.127308786 | 32490.872691214 |
158 | 98866 | 81368.0772707245 | 17497.9227292755 |
159 | 85439 | 102665.228232319 | -17226.2282323194 |
160 | 229242 | 236855.968739104 | -7613.96873910421 |
161 | 351619 | 329250.786479758 | 22368.2135202422 |
162 | 84207 | 95175.9807378803 | -10968.9807378803 |
163 | 120445 | 130707.898960513 | -10262.8989605131 |
164 | 324598 | 309570.239756126 | 15027.7602438744 |
165 | 131069 | 153494.851581122 | -22425.8515811215 |
166 | 204271 | 174766.825790322 | 29504.1742096779 |
167 | 165543 | 176834.092272547 | -11291.0922725466 |
168 | 141722 | 125946.750629921 | 15775.2493700794 |
169 | 116048 | 106739.864215796 | 9308.13578420394 |
170 | 250047 | 161679.135099199 | 88367.8649008015 |
171 | 299775 | 290843.606474062 | 8931.3935259379 |
172 | 195838 | 196982.874385986 | -1144.87438598596 |
173 | 173260 | 166251.869965729 | 7008.13003427079 |
174 | 254488 | 254071.381726372 | 416.618273627818 |
175 | 104389 | 203783.486942921 | -99394.4869429212 |
176 | 136084 | 116193.503659125 | 19890.4963408748 |
177 | 199476 | 217639.447545593 | -18163.4475455928 |
178 | 92499 | 86804.8554327911 | 5694.14456720892 |
179 | 224330 | 236688.757277315 | -12358.757277315 |
180 | 135781 | 104044.858812895 | 31736.1411871055 |
181 | 74408 | 99348.681767764 | -24940.681767764 |
182 | 81240 | 147711.574401525 | -66471.5744015246 |
183 | 14688 | -720.237332866434 | 15408.2373328664 |
184 | 181633 | 159754.850309901 | 21878.1496900991 |
185 | 271856 | 261748.671491662 | 10107.3285083377 |
186 | 7199 | -3310.51392946261 | 10509.5139294626 |
187 | 46660 | 26646.0548886564 | 20013.9451113436 |
188 | 17547 | -6192.37396604155 | 23739.3739660416 |
189 | 133368 | 131150.854318313 | 2217.14568168734 |
190 | 95227 | 102519.675395817 | -7292.67539581686 |
191 | 152601 | 126044.836057409 | 26556.1639425908 |
192 | 98146 | 85101.5331326349 | 13044.4668673651 |
193 | 79619 | 109569.347052924 | -29950.3470529244 |
194 | 59194 | 97196.9205360914 | -38002.9205360914 |
195 | 139942 | 133328.167751828 | 6613.83224817157 |
196 | 118612 | 121767.592318038 | -3155.59231803792 |
197 | 72880 | 79969.739125102 | -7089.73912510205 |
198 | 65475 | 50307.7225488618 | 15167.2774511382 |
199 | 99643 | 119837.765213367 | -20194.7652133666 |
200 | 71965 | 74907.0379242856 | -2942.03792428561 |
201 | 77272 | 73195.8055356952 | 4076.19446430479 |
202 | 49289 | 49863.6737000256 | -574.673700025622 |
203 | 135131 | 120589.899195318 | 14541.100804682 |
204 | 108446 | 104868.693561048 | 3577.30643895246 |
205 | 89746 | 121016.431125458 | -31270.4311254581 |
206 | 44296 | 55958.1582501323 | -11662.1582501323 |
207 | 77648 | 95091.8287649496 | -17443.8287649496 |
208 | 181528 | 125118.623682458 | 56409.3763175423 |
209 | 134019 | 108518.419764935 | 25500.5802350653 |
210 | 124064 | 118880.950490116 | 5183.04950988437 |
211 | 92630 | 86160.5623734875 | 6469.43762651251 |
212 | 121848 | 109074.160385765 | 12773.8396142346 |
213 | 52915 | 58731.6253845948 | -5816.62538459479 |
214 | 81872 | 76252.1549657392 | 5619.8450342608 |
215 | 58981 | 87366.8408345871 | -28385.8408345871 |
216 | 53515 | 67861.6121993961 | -14346.6121993961 |
217 | 60812 | 92066.0223536108 | -31254.0223536108 |
218 | 56375 | 52793.7574386476 | 3581.24256135238 |
219 | 65490 | 65137.5469452698 | 352.453054730243 |
220 | 80949 | 50493.6924491371 | 30455.3075508629 |
221 | 76302 | 92484.2594356681 | -16182.2594356681 |
222 | 104011 | 133729.781595212 | -29718.7815952116 |
223 | 98104 | 168694.554563612 | -70590.5545636119 |
224 | 67989 | 68542.9703164625 | -553.970316462458 |
225 | 30989 | 32432.82926429 | -1443.82926429001 |
226 | 135458 | 145433.965655896 | -9975.96565589566 |
227 | 73504 | 58712.1017172552 | 14791.8982827448 |
228 | 63123 | 86376.8732385991 | -23253.8732385991 |
229 | 61254 | 95425.8049173776 | -34171.8049173776 |
230 | 74914 | 128133.116642095 | -53219.1166420949 |
231 | 31774 | 49303.8562212175 | -17529.8562212175 |
232 | 81437 | 99646.9244572712 | -18209.9244572712 |
233 | 87186 | 117546.563713512 | -30360.5637135117 |
234 | 50090 | 61814.073742141 | -11724.073742141 |
235 | 65745 | 94083.6489289693 | -28338.6489289693 |
236 | 56653 | 78008.5082903395 | -21355.5082903395 |
237 | 158399 | 104028.196269663 | 54370.8037303375 |
238 | 46455 | 64548.1105392806 | -18093.1105392806 |
239 | 73624 | 90284.0480691158 | -16660.0480691158 |
240 | 38395 | 58438.9374392331 | -20043.9374392331 |
241 | 91899 | 85970.2607577475 | 5928.73924225248 |
242 | 139526 | 158574.453173705 | -19048.4531737052 |
243 | 52164 | 78435.2618306994 | -26271.2618306994 |
244 | 51567 | 57356.8947785112 | -5789.89477851115 |
245 | 70551 | 69686.9568600772 | 864.043139922788 |
246 | 84856 | 91791.2851395084 | -6935.28513950835 |
247 | 102538 | 140671.332086504 | -38133.3320865044 |
248 | 86678 | 61387.9021665487 | 25290.0978334513 |
249 | 85709 | 73985.8554303005 | 11723.1445696995 |
250 | 34662 | 38570.4887631308 | -3908.48876313082 |
251 | 150580 | 138099.525168822 | 12480.4748311778 |
252 | 99611 | 101062.707860086 | -1451.70786008594 |
253 | 19349 | 5878.84211695744 | 13470.1578830426 |
254 | 99373 | 100306.572879035 | -933.572879035081 |
255 | 86230 | 93175.2410089708 | -6945.24100897077 |
256 | 30837 | 22325.9927332343 | 8511.00726676574 |
257 | 31706 | 42758.5810944516 | -11052.5810944516 |
258 | 89806 | 81512.936168413 | 8293.06383158699 |
259 | 62088 | 54571.0601889016 | 7516.93981109841 |
260 | 40151 | 38199.2417137282 | 1951.75828627185 |
261 | 27634 | 44331.488538966 | -16697.488538966 |
262 | 76990 | 86153.5309750271 | -9163.53097502708 |
263 | 37460 | 27015.5082759896 | 10444.4917240104 |
264 | 54157 | 70005.0668188735 | -15848.0668188735 |
265 | 49862 | 57530.4529585561 | -7668.45295855609 |
266 | 84337 | 80486.1861060167 | 3850.81389398332 |
267 | 64175 | 87974.3931206798 | -23799.3931206798 |
268 | 59382 | 61736.4602928106 | -2354.46029281061 |
269 | 119308 | 71213.0573026544 | 48094.9426973456 |
270 | 76702 | 92023.6311019672 | -15321.6311019672 |
271 | 103425 | 120050.766295694 | -16625.7662956945 |
272 | 70344 | 63627.1059906498 | 6716.89400935022 |
273 | 43410 | 37403.245777579 | 6006.75422242099 |
274 | 104838 | 108589.049546764 | -3751.04954676366 |
275 | 62215 | 56822.4740906042 | 5392.52590939583 |
276 | 69304 | 98432.4674255929 | -29128.4674255929 |
277 | 53117 | 42428.1807323524 | 10688.8192676476 |
278 | 19764 | 10222.8414629526 | 9541.15853704736 |
279 | 86680 | 95605.4802038898 | -8925.48020388977 |
280 | 84105 | 64696.8145146036 | 19408.1854853964 |
281 | 77945 | 83938.583795094 | -5993.58379509396 |
282 | 89113 | 66270.3775604491 | 22842.6224395509 |
283 | 91005 | 87492.0633600444 | 3512.93663995565 |
284 | 40248 | 26366.1403765008 | 13881.8596234992 |
285 | 64187 | 54752.3836264487 | 9434.61637355131 |
286 | 50857 | 77729.8086232982 | -26872.8086232982 |
287 | 56613 | 59381.4179389188 | -2768.41793891879 |
288 | 62792 | 72785.9282672869 | -9993.92826728689 |
289 | 72535 | 72506.8730997231 | 28.1269002768852 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
10 | 0.939956442183946 | 0.120087115632107 | 0.0600435578160537 |
11 | 0.936947684336532 | 0.126104631326936 | 0.0630523156634681 |
12 | 0.90917682434503 | 0.181646351309941 | 0.0908231756549704 |
13 | 0.863539977462079 | 0.272920045075842 | 0.136460022537921 |
14 | 0.81969016635495 | 0.3606196672901 | 0.18030983364505 |
15 | 0.770102070119417 | 0.459795859761165 | 0.229897929880582 |
16 | 0.72093125428799 | 0.55813749142402 | 0.27906874571201 |
17 | 0.931262520774385 | 0.137474958451231 | 0.0687374792256153 |
18 | 0.901972918346386 | 0.196054163307227 | 0.0980270816536137 |
19 | 0.9243933067861 | 0.151213386427801 | 0.0756066932139004 |
20 | 0.909735610939227 | 0.180528778121545 | 0.0902643890607726 |
21 | 0.904498339468829 | 0.191003321062343 | 0.0955016605311714 |
22 | 0.8704315163931 | 0.259136967213801 | 0.1295684836069 |
23 | 0.996647536176016 | 0.00670492764796726 | 0.00335246382398363 |
24 | 0.994990543982199 | 0.0100189120356018 | 0.00500945601780091 |
25 | 0.993363951179671 | 0.0132720976406583 | 0.00663604882032913 |
26 | 0.999657716413503 | 0.000684567172993256 | 0.000342283586496628 |
27 | 0.999626596521915 | 0.000746806956169542 | 0.000373403478084771 |
28 | 0.999377342790171 | 0.0012453144196578 | 0.000622657209828899 |
29 | 0.999424160408281 | 0.00115167918343842 | 0.000575839591719211 |
30 | 0.999124072090533 | 0.00175185581893497 | 0.000875927909467485 |
31 | 0.998683347023866 | 0.00263330595226894 | 0.00131665297613447 |
32 | 0.99825146593618 | 0.00349706812764052 | 0.00174853406382026 |
33 | 0.997358720596159 | 0.00528255880768169 | 0.00264127940384084 |
34 | 0.998698829741017 | 0.00260234051796576 | 0.00130117025898288 |
35 | 0.998348090653584 | 0.00330381869283285 | 0.00165190934641643 |
36 | 0.998536359505883 | 0.00292728098823334 | 0.00146364049411667 |
37 | 0.99792440037042 | 0.00415119925915986 | 0.00207559962957993 |
38 | 0.997093684281224 | 0.00581263143755149 | 0.00290631571877574 |
39 | 0.999025767711511 | 0.00194846457697872 | 0.00097423228848936 |
40 | 0.998722710286585 | 0.00255457942683055 | 0.00127728971341528 |
41 | 0.998163868259788 | 0.00367226348042477 | 0.00183613174021238 |
42 | 0.997580481415319 | 0.00483903716936285 | 0.00241951858468143 |
43 | 0.999474968961976 | 0.00105006207604805 | 0.000525031038024025 |
44 | 0.999433268049574 | 0.00113346390085288 | 0.000566731950426439 |
45 | 0.999204142245624 | 0.00159171550875133 | 0.000795857754375667 |
46 | 0.998843385486757 | 0.00231322902648636 | 0.00115661451324318 |
47 | 0.999315224546943 | 0.0013695509061146 | 0.000684775453057301 |
48 | 0.99902263459597 | 0.00195473080806091 | 0.000977365404030454 |
49 | 0.998758240583728 | 0.00248351883254461 | 0.00124175941627231 |
50 | 0.999258964986699 | 0.00148207002660247 | 0.000741035013301233 |
51 | 0.998951092102843 | 0.0020978157943148 | 0.0010489078971574 |
52 | 0.998535130340381 | 0.00292973931923884 | 0.00146486965961942 |
53 | 0.998522155821441 | 0.00295568835711871 | 0.00147784417855936 |
54 | 0.998920716251168 | 0.00215856749766391 | 0.00107928374883196 |
55 | 0.999174314573262 | 0.0016513708534766 | 0.000825685426738299 |
56 | 0.998843006461873 | 0.00231398707625495 | 0.00115699353812748 |
57 | 0.998532231460929 | 0.00293553707814118 | 0.00146776853907059 |
58 | 0.999724671763531 | 0.00055065647293886 | 0.00027532823646943 |
59 | 0.999606379507227 | 0.000787240985546252 | 0.000393620492773126 |
60 | 0.999453364584095 | 0.00109327083181019 | 0.000546635415905097 |
61 | 0.999235366099387 | 0.00152926780122635 | 0.000764633900613175 |
62 | 0.998934155049047 | 0.00213168990190617 | 0.00106584495095308 |
63 | 0.998946593135759 | 0.00210681372848187 | 0.00105340686424094 |
64 | 0.998547661595271 | 0.00290467680945881 | 0.0014523384047294 |
65 | 0.998398905631686 | 0.0032021887366277 | 0.00160109436831385 |
66 | 0.997991107068323 | 0.00401778586335408 | 0.00200889293167704 |
67 | 0.99776080948405 | 0.00447838103190059 | 0.0022391905159503 |
68 | 0.996971055377551 | 0.00605788924489826 | 0.00302894462244913 |
69 | 0.995982862520761 | 0.00803427495847801 | 0.004017137479239 |
70 | 0.995382310973593 | 0.00923537805281322 | 0.00461768902640661 |
71 | 0.994643704923409 | 0.0107125901531811 | 0.00535629507659053 |
72 | 0.997755521316232 | 0.00448895736753512 | 0.00224447868376756 |
73 | 0.997240405039774 | 0.00551918992045225 | 0.00275959496022612 |
74 | 0.997144582896121 | 0.00571083420775714 | 0.00285541710387857 |
75 | 0.997670149844135 | 0.00465970031173039 | 0.0023298501558652 |
76 | 0.997341557056301 | 0.00531688588739735 | 0.00265844294369868 |
77 | 0.998117816354183 | 0.00376436729163437 | 0.00188218364581719 |
78 | 0.997720228410567 | 0.00455954317886681 | 0.00227977158943341 |
79 | 0.997151577145406 | 0.00569684570918758 | 0.00284842285459379 |
80 | 0.996238923333678 | 0.0075221533326436 | 0.0037610766663218 |
81 | 0.995317526966216 | 0.00936494606756821 | 0.0046824730337841 |
82 | 0.996327487961018 | 0.00734502407796395 | 0.00367251203898198 |
83 | 0.998339991800804 | 0.00332001639839276 | 0.00166000819919638 |
84 | 0.998879992471799 | 0.00224001505640159 | 0.00112000752820079 |
85 | 0.998534639398539 | 0.00293072120292191 | 0.00146536060146095 |
86 | 0.998812942788353 | 0.00237411442329306 | 0.00118705721164653 |
87 | 0.998436795494346 | 0.00312640901130787 | 0.00156320450565394 |
88 | 0.998099166251028 | 0.00380166749794326 | 0.00190083374897163 |
89 | 0.998790280352439 | 0.00241943929512107 | 0.00120971964756054 |
90 | 0.998551105821028 | 0.00289778835794323 | 0.00144889417897162 |
91 | 0.998191916361122 | 0.00361616727775675 | 0.00180808363887837 |
92 | 0.997613995612947 | 0.00477200877410628 | 0.00238600438705314 |
93 | 0.997119507872667 | 0.00576098425466586 | 0.00288049212733293 |
94 | 0.996267774348995 | 0.00746445130201059 | 0.00373222565100529 |
95 | 0.995271903019501 | 0.00945619396099878 | 0.00472809698049939 |
96 | 0.994684552276994 | 0.0106308954460121 | 0.00531544772300606 |
97 | 0.994057846420289 | 0.0118843071594226 | 0.00594215357971131 |
98 | 0.999962956360622 | 7.4087278755054e-05 | 3.7043639377527e-05 |
99 | 0.999950015304749 | 9.99693905019951e-05 | 4.99846952509975e-05 |
100 | 0.999939587057935 | 0.000120825884129125 | 6.04129420645627e-05 |
101 | 0.999917114005885 | 0.000165771988229898 | 8.28859941149489e-05 |
102 | 0.999899023725761 | 0.000201952548477407 | 0.000100976274238704 |
103 | 0.999960091010779 | 7.98179784427836e-05 | 3.99089892213918e-05 |
104 | 0.999946589022207 | 0.000106821955586045 | 5.34109777930226e-05 |
105 | 0.99994886581271 | 0.000102268374579521 | 5.11341872897607e-05 |
106 | 0.999942094522894 | 0.000115810954212107 | 5.79054771060533e-05 |
107 | 0.999950344477208 | 9.93110455836855e-05 | 4.96555227918427e-05 |
108 | 0.999954621301638 | 9.0757396723652e-05 | 4.5378698361826e-05 |
109 | 0.999969313263862 | 6.13734722770448e-05 | 3.06867361385224e-05 |
110 | 0.999956557006234 | 8.68859875321449e-05 | 4.34429937660724e-05 |
111 | 0.999943029923888 | 0.00011394015222422 | 5.69700761121099e-05 |
112 | 0.999929317534716 | 0.000141364930567526 | 7.0682465283763e-05 |
113 | 0.999907234736515 | 0.000185530526969434 | 9.27652634847169e-05 |
114 | 0.999874842665985 | 0.000250314668029426 | 0.000125157334014713 |
115 | 0.999846292744626 | 0.000307414510748598 | 0.000153707255374299 |
116 | 0.999798486758588 | 0.000403026482824312 | 0.000201513241412156 |
117 | 0.999747259643873 | 0.00050548071225475 | 0.000252740356127375 |
118 | 0.999790995186896 | 0.00041800962620832 | 0.00020900481310416 |
119 | 0.999715895850682 | 0.000568208298636508 | 0.000284104149318254 |
120 | 0.999749137915635 | 0.000501724168729346 | 0.000250862084364673 |
121 | 0.999689205613266 | 0.000621588773468086 | 0.000310794386734043 |
122 | 0.999757584561456 | 0.000484830877087905 | 0.000242415438543952 |
123 | 0.999810226773764 | 0.000379546452471517 | 0.000189773226235758 |
124 | 0.99993577331207 | 0.00012845337585961 | 6.42266879298049e-05 |
125 | 0.999992802320459 | 1.43953590830791e-05 | 7.19767954153957e-06 |
126 | 0.999990700402177 | 1.85991956450756e-05 | 9.29959782253781e-06 |
127 | 0.999987144640351 | 2.57107192978364e-05 | 1.28553596489182e-05 |
128 | 0.999987917682559 | 2.41646348811537e-05 | 1.20823174405769e-05 |
129 | 0.99998242398671 | 3.51520265805031e-05 | 1.75760132902515e-05 |
130 | 0.999975057993224 | 4.98840135520162e-05 | 2.49420067760081e-05 |
131 | 0.999965277106269 | 6.944578746288e-05 | 3.472289373144e-05 |
132 | 0.999976788093488 | 4.64238130244195e-05 | 2.32119065122097e-05 |
133 | 0.999973880917064 | 5.22381658727379e-05 | 2.61190829363689e-05 |
134 | 0.99999774028615 | 4.51942769930595e-06 | 2.25971384965297e-06 |
135 | 0.999997934537617 | 4.13092476567728e-06 | 2.06546238283864e-06 |
136 | 0.999999691513115 | 6.169737695917e-07 | 3.0848688479585e-07 |
137 | 0.99999954735378 | 9.05292439390087e-07 | 4.52646219695043e-07 |
138 | 0.999999864146867 | 2.71706265582807e-07 | 1.35853132791403e-07 |
139 | 0.999999830667815 | 3.38664370250347e-07 | 1.69332185125174e-07 |
140 | 0.999999736742063 | 5.26515873281443e-07 | 2.63257936640721e-07 |
141 | 0.99999967674958 | 6.46500840604136e-07 | 3.23250420302068e-07 |
142 | 0.99999966186301 | 6.76273979543377e-07 | 3.38136989771688e-07 |
143 | 0.999999482803371 | 1.03439325752059e-06 | 5.17196628760296e-07 |
144 | 0.999999312155171 | 1.37568965802289e-06 | 6.87844829011443e-07 |
145 | 0.999999112068687 | 1.77586262556085e-06 | 8.87931312780425e-07 |
146 | 0.999999456599026 | 1.08680194856107e-06 | 5.43400974280533e-07 |
147 | 0.99999923162428 | 1.5367514394314e-06 | 7.68375719715698e-07 |
148 | 0.999998828389896 | 2.34322020792264e-06 | 1.17161010396132e-06 |
149 | 0.99999822393672 | 3.55212655957961e-06 | 1.77606327978981e-06 |
150 | 0.999997305800171 | 5.38839965751363e-06 | 2.69419982875681e-06 |
151 | 0.999997503489543 | 4.99302091343912e-06 | 2.49651045671956e-06 |
152 | 0.999997476991647 | 5.04601670695589e-06 | 2.52300835347794e-06 |
153 | 0.99999668636452 | 6.62727095977513e-06 | 3.31363547988757e-06 |
154 | 0.999997559996543 | 4.88000691333898e-06 | 2.44000345666949e-06 |
155 | 0.99999665975097 | 6.68049806026444e-06 | 3.34024903013222e-06 |
156 | 0.999998466992218 | 3.06601556458718e-06 | 1.53300778229359e-06 |
157 | 0.999999010555696 | 1.97888860901763e-06 | 9.89444304508813e-07 |
158 | 0.999998659952454 | 2.68009509187922e-06 | 1.34004754593961e-06 |
159 | 0.999998160585187 | 3.67882962703126e-06 | 1.83941481351563e-06 |
160 | 0.999997204341649 | 5.5913167026036e-06 | 2.7956583513018e-06 |
161 | 0.99999703017842 | 5.93964316000596e-06 | 2.96982158000298e-06 |
162 | 0.999996363306887 | 7.27338622670391e-06 | 3.63669311335195e-06 |
163 | 0.999995102510954 | 9.79497809141165e-06 | 4.89748904570583e-06 |
164 | 0.999993555874055 | 1.28882518905245e-05 | 6.44412594526226e-06 |
165 | 0.999991415861949 | 1.71682761028239e-05 | 8.58413805141194e-06 |
166 | 0.999994961658682 | 1.00766826358877e-05 | 5.03834131794384e-06 |
167 | 0.999992572291642 | 1.4855416716942e-05 | 7.42770835847101e-06 |
168 | 0.999990244323702 | 1.95113525951904e-05 | 9.7556762975952e-06 |
169 | 0.999986688723472 | 2.66225530563124e-05 | 1.33112765281562e-05 |
170 | 0.999999741077528 | 5.17844944381856e-07 | 2.58922472190928e-07 |
171 | 0.999999811503364 | 3.76993272419617e-07 | 1.88496636209809e-07 |
172 | 0.999999756512657 | 4.86974685152266e-07 | 2.43487342576133e-07 |
173 | 0.999999679832472 | 6.40335056344155e-07 | 3.20167528172077e-07 |
174 | 0.999999915165707 | 1.69668585727349e-07 | 8.48342928636743e-08 |
175 | 0.999999995338282 | 9.32343580935655e-09 | 4.66171790467827e-09 |
176 | 0.999999995150333 | 9.69933321530805e-09 | 4.84966660765403e-09 |
177 | 0.999999992184557 | 1.56308866195832e-08 | 7.81544330979162e-09 |
178 | 0.999999987236294 | 2.55274116352999e-08 | 1.276370581765e-08 |
179 | 0.999999979102568 | 4.17948634843205e-08 | 2.08974317421603e-08 |
180 | 0.999999989932871 | 2.01342585062578e-08 | 1.00671292531289e-08 |
181 | 0.999999986816841 | 2.63663187387952e-08 | 1.31831593693976e-08 |
182 | 0.999999999050039 | 1.89992213329828e-09 | 9.49961066649138e-10 |
183 | 0.999999998360766 | 3.27846828696748e-09 | 1.63923414348374e-09 |
184 | 0.999999999179665 | 1.6406704369262e-09 | 8.20335218463102e-10 |
185 | 0.999999999656931 | 6.86138904428912e-10 | 3.43069452214456e-10 |
186 | 0.999999999398883 | 1.20223483233072e-09 | 6.0111741616536e-10 |
187 | 0.999999999019827 | 1.96034526488036e-09 | 9.80172632440182e-10 |
188 | 0.999999998363885 | 3.27222960538747e-09 | 1.63611480269373e-09 |
189 | 0.999999997582406 | 4.83518738474528e-09 | 2.41759369237264e-09 |
190 | 0.999999995973361 | 8.05327839164673e-09 | 4.02663919582336e-09 |
191 | 0.999999999128674 | 1.74265221327661e-09 | 8.71326106638304e-10 |
192 | 0.999999998654537 | 2.69092545666176e-09 | 1.34546272833088e-09 |
193 | 0.999999998298222 | 3.40355675773198e-09 | 1.70177837886599e-09 |
194 | 0.999999997776729 | 4.44654208932614e-09 | 2.22327104466307e-09 |
195 | 0.999999997654164 | 4.69167272308276e-09 | 2.34583636154138e-09 |
196 | 0.999999996257312 | 7.48537570386262e-09 | 3.74268785193131e-09 |
197 | 0.999999993452565 | 1.30948710666752e-08 | 6.54743553333762e-09 |
198 | 0.999999990753549 | 1.84929025910634e-08 | 9.24645129553169e-09 |
199 | 0.999999985579097 | 2.88418055432528e-08 | 1.44209027716264e-08 |
200 | 0.999999974524873 | 5.09502540944587e-08 | 2.54751270472294e-08 |
201 | 0.999999956906243 | 8.61875133292571e-08 | 4.30937566646286e-08 |
202 | 0.999999932257333 | 1.35485333137498e-07 | 6.77426665687489e-08 |
203 | 0.999999918733955 | 1.62532089769399e-07 | 8.12660448846997e-08 |
204 | 0.999999867781737 | 2.64436526870951e-07 | 1.32218263435476e-07 |
205 | 0.999999829935276 | 3.40129447247747e-07 | 1.70064723623873e-07 |
206 | 0.999999736951012 | 5.26097975575731e-07 | 2.63048987787865e-07 |
207 | 0.999999609628361 | 7.807432777814e-07 | 3.903716388907e-07 |
208 | 0.999999989956092 | 2.00878154673845e-08 | 1.00439077336922e-08 |
209 | 0.999999995799397 | 8.40120569080175e-09 | 4.20060284540088e-09 |
210 | 0.999999996011281 | 7.9774389754669e-09 | 3.98871948773345e-09 |
211 | 0.999999994345409 | 1.13091811062964e-08 | 5.65459055314821e-09 |
212 | 0.999999995743611 | 8.51277898148681e-09 | 4.25638949074341e-09 |
213 | 0.999999991962662 | 1.60746756415626e-08 | 8.0373378207813e-09 |
214 | 0.999999986164795 | 2.76704096507549e-08 | 1.38352048253775e-08 |
215 | 0.999999981320319 | 3.73593611630142e-08 | 1.86796805815071e-08 |
216 | 0.999999971980254 | 5.60394914113126e-08 | 2.80197457056563e-08 |
217 | 0.999999976027904 | 4.79441912428405e-08 | 2.39720956214203e-08 |
218 | 0.999999957907669 | 8.41846620244127e-08 | 4.20923310122064e-08 |
219 | 0.999999929240404 | 1.41519191120358e-07 | 7.07595955601789e-08 |
220 | 0.999999946129332 | 1.07741336138141e-07 | 5.38706680690705e-08 |
221 | 0.999999903194093 | 1.93611814505956e-07 | 9.68059072529781e-08 |
222 | 0.999999836469715 | 3.27060569766039e-07 | 1.63530284883019e-07 |
223 | 0.99999996831487 | 6.33702601688178e-08 | 3.16851300844089e-08 |
224 | 0.999999940342003 | 1.19315993535374e-07 | 5.96579967676868e-08 |
225 | 0.999999889813881 | 2.20372238088521e-07 | 1.1018611904426e-07 |
226 | 0.999999800367053 | 3.9926589473111e-07 | 1.99632947365555e-07 |
227 | 0.999999682941264 | 6.34117471367353e-07 | 3.17058735683676e-07 |
228 | 0.999999540579432 | 9.18841135396969e-07 | 4.59420567698485e-07 |
229 | 0.999999470576776 | 1.05884644766721e-06 | 5.29423223833604e-07 |
230 | 0.999999864564338 | 2.70871324030748e-07 | 1.35435662015374e-07 |
231 | 0.999999858840933 | 2.82318132986416e-07 | 1.41159066493208e-07 |
232 | 0.999999770148873 | 4.59702254609549e-07 | 2.29851127304775e-07 |
233 | 0.999999854653114 | 2.90693772091771e-07 | 1.45346886045885e-07 |
234 | 0.999999756833382 | 4.86333236436374e-07 | 2.43166618218187e-07 |
235 | 0.999999732979135 | 5.34041729613327e-07 | 2.67020864806663e-07 |
236 | 0.999999549437207 | 9.01125585206089e-07 | 4.50562792603044e-07 |
237 | 0.99999999350329 | 1.29934204011518e-08 | 6.4967102005759e-09 |
238 | 0.999999991377483 | 1.72450338495405e-08 | 8.62251692477024e-09 |
239 | 0.999999985099366 | 2.98012681733209e-08 | 1.49006340866605e-08 |
240 | 0.999999987337348 | 2.53253033250742e-08 | 1.26626516625371e-08 |
241 | 0.999999973014741 | 5.39705181577017e-08 | 2.69852590788509e-08 |
242 | 0.999999953284303 | 9.34313935419632e-08 | 4.67156967709816e-08 |
243 | 0.999999976658273 | 4.6683453243838e-08 | 2.3341726621919e-08 |
244 | 0.999999951977514 | 9.60449718303763e-08 | 4.80224859151881e-08 |
245 | 0.999999891125162 | 2.17749676639443e-07 | 1.08874838319721e-07 |
246 | 0.999999756272227 | 4.87455546452439e-07 | 2.43727773226219e-07 |
247 | 0.999999848704246 | 3.02591507342047e-07 | 1.51295753671023e-07 |
248 | 0.999999844194573 | 3.11610854428322e-07 | 1.55805427214161e-07 |
249 | 0.999999662074168 | 6.75851664098943e-07 | 3.37925832049472e-07 |
250 | 0.999999422851904 | 1.15429619168502e-06 | 5.77148095842508e-07 |
251 | 0.999999325990595 | 1.34801881050776e-06 | 6.74009405253878e-07 |
252 | 0.999998598714393 | 2.80257121483221e-06 | 1.4012856074161e-06 |
253 | 0.999996896486067 | 6.20702786559682e-06 | 3.10351393279841e-06 |
254 | 0.999993201553375 | 1.35968932504011e-05 | 6.79844662520055e-06 |
255 | 0.999985278129045 | 2.94437419105717e-05 | 1.47218709552858e-05 |
256 | 0.999969793317578 | 6.04133648448616e-05 | 3.02066824224308e-05 |
257 | 0.999957346160263 | 8.53076794744015e-05 | 4.26538397372007e-05 |
258 | 0.999924919865861 | 0.000150160268277546 | 7.50801341387729e-05 |
259 | 0.999861126309193 | 0.0002777473816135 | 0.00013887369080675 |
260 | 0.999737989464796 | 0.000524021070407076 | 0.000262010535203538 |
261 | 0.999711515578855 | 0.000576968842289836 | 0.000288484421144918 |
262 | 0.99943918609853 | 0.00112162780294091 | 0.000560813901470454 |
263 | 0.998898834930788 | 0.00220233013842376 | 0.00110116506921188 |
264 | 0.998627301884132 | 0.00274539623173649 | 0.00137269811586824 |
265 | 0.997835667737612 | 0.00432866452477663 | 0.00216433226238831 |
266 | 0.995852526089583 | 0.00829494782083351 | 0.00414747391041675 |
267 | 0.996555032151487 | 0.00688993569702641 | 0.00344496784851321 |
268 | 0.995021804793101 | 0.00995639041379786 | 0.00497819520689893 |
269 | 0.999692499874962 | 0.000615000250075124 | 0.000307500125037562 |
270 | 0.999489770313751 | 0.00102045937249707 | 0.000510229686248536 |
271 | 0.999297598595889 | 0.00140480280822179 | 0.000702401404110893 |
272 | 0.998158079920234 | 0.00368384015953288 | 0.00184192007976644 |
273 | 0.99719425452297 | 0.00561149095405932 | 0.00280574547702966 |
274 | 0.992924031389519 | 0.0141519372209625 | 0.00707596861048126 |
275 | 0.982891655677191 | 0.0342166886456175 | 0.0171083443228087 |
276 | 0.960794423887998 | 0.0784111522240045 | 0.0392055761120022 |
277 | 0.915107390980088 | 0.169785218039825 | 0.0848926090199123 |
278 | 0.836480335189146 | 0.327039329621708 | 0.163519664810854 |
279 | 0.698624973927133 | 0.602750052145733 | 0.301375026072867 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 246 | 0.911111111111111 | NOK |
5% type I error level | 253 | 0.937037037037037 | NOK |
10% type I error level | 254 | 0.940740740740741 | NOK |