Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = -16206.1648025628 + 58.4195224547513pageviews[t] + 194.735793150851logins[t] + 579.573816516271blogged_comp.[t] + 1310.03823088142`comp.reviewed `[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) | -16206.1648025628 | 4689.986257 | -3.4555 | 0.000633 | 0.000317 |
pageviews | 58.4195224547513 | 4.734269 | 12.3397 | 0 | 0 |
logins | 194.735793150851 | 81.333296 | 2.3943 | 0.017301 | 0.00865 |
blogged_comp. | 579.573816516271 | 87.885732 | 6.5946 | 0 | 0 |
`comp.reviewed ` | 1310.03823088142 | 267.126824 | 4.9042 | 2e-06 | 1e-06 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.931271987394326 |
R-squared | 0.867267514505378 |
Adjusted R-squared | 0.865398042878693 |
F-TEST (value) | 463.910498627534 |
F-TEST (DF numerator) | 4 |
F-TEST (DF denominator) | 284 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 30208.7959240865 |
Sum Squared Residuals | 259170263736.001 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 162625.40088595 | 48281.59911405 |
2 | 120982 | 115761.956449687 | 5220.04355031297 |
3 | 176508 | 168247.319147823 | 8260.68085217725 |
4 | 179321 | 229907.642669783 | -50586.6426697826 |
5 | 123185 | 101439.214743891 | 21745.7852561094 |
6 | 52746 | 49771.4629256752 | 2974.53707432485 |
7 | 385534 | 291589.807115479 | 93944.1928845214 |
8 | 33170 | 33132.984277247 | 37.0157227529851 |
9 | 101645 | 91700.1578020254 | 9944.84219797463 |
10 | 149061 | 143822.982255062 | 5238.01774493755 |
11 | 165446 | 147027.358295461 | 18418.6417045395 |
12 | 237213 | 198191.889894053 | 39021.1101059471 |
13 | 173326 | 195752.801443747 | -22426.8014437469 |
14 | 133131 | 139516.703004266 | -6385.70300426597 |
15 | 258873 | 235918.684547978 | 22954.3154520218 |
16 | 180083 | 164804.355815921 | 15278.6441840792 |
17 | 324799 | 403000.897443316 | -78201.8974433157 |
18 | 230964 | 192196.21375334 | 38767.7862466598 |
19 | 236785 | 217924.57593409 | 18860.4240659099 |
20 | 135473 | 129956.560244351 | 5516.43975564875 |
21 | 202925 | 219430.625050583 | -16505.6250505832 |
22 | 215147 | 213478.101795276 | 1668.89820472381 |
23 | 344297 | 215042.641275048 | 129254.358724952 |
24 | 153935 | 123221.580364061 | 30713.4196359392 |
25 | 132943 | 166082.149142871 | -33139.1491428714 |
26 | 174724 | 264463.506422485 | -89739.5064224845 |
27 | 174415 | 211614.202985885 | -37199.2029858851 |
28 | 225548 | 230563.625139049 | -5015.62513904944 |
29 | 223632 | 197787.238231627 | 25844.7617683728 |
30 | 124817 | 122962.848511477 | 1854.15148852251 |
31 | 221698 | 202499.63293053 | 19198.3670694699 |
32 | 210767 | 193778.798776485 | 16988.2012235148 |
33 | 170266 | 168634.733952578 | 1631.26604742231 |
34 | 260561 | 221926.272063681 | 38634.7279363186 |
35 | 84853 | 98300.1513601587 | -13447.1513601587 |
36 | 294424 | 247278.820315431 | 47145.1796845693 |
37 | 101011 | 73262.3477765015 | 27748.6522234985 |
38 | 215641 | 189156.519605454 | 26484.4803945455 |
39 | 325107 | 254431.024393017 | 70675.9756069828 |
40 | 7176 | -2029.62514241459 | 9205.62514241459 |
41 | 167542 | 155093.187344205 | 12448.8126557948 |
42 | 106408 | 77635.2670926994 | 28772.7329073006 |
43 | 96560 | 149952.709456938 | -53392.7094569384 |
44 | 265769 | 257411.704014385 | 8357.29598561467 |
45 | 269651 | 258055.532998913 | 11595.4670010867 |
46 | 149112 | 150353.959149736 | -1241.95914973634 |
47 | 175824 | 221716.586896372 | -45892.5868963721 |
48 | 152871 | 146758.636394247 | 6112.36360575273 |
49 | 111665 | 118575.918447532 | -6910.91844753216 |
50 | 116408 | 189092.296978091 | -72684.2969780906 |
51 | 362301 | 347227.607222662 | 15073.3927773381 |
52 | 78800 | 91254.3304564769 | -12454.3304564769 |
53 | 183167 | 207445.251467399 | -24278.2514673989 |
54 | 277965 | 315916.849931485 | -37951.8499314855 |
55 | 150629 | 184929.888084033 | -34300.8880840334 |
56 | 168809 | 161382.351355242 | 7426.648644758 |
57 | 24188 | 27320.3208262701 | -3132.32082627009 |
58 | 329267 | 262727.412223223 | 66539.587776777 |
59 | 65029 | 66320.2066900438 | -1291.20669004382 |
60 | 101097 | 99809.741256886 | 1287.25874311411 |
61 | 218946 | 211219.438280995 | 7726.56171900516 |
62 | 244052 | 238465.962901608 | 5586.03709839243 |
63 | 341570 | 372546.169883058 | -30976.1698830578 |
64 | 103597 | 93739.0880126492 | 9857.91198735077 |
65 | 233328 | 256883.014970626 | -23555.0149706261 |
66 | 256462 | 236641.728793852 | 19820.2712061482 |
67 | 206161 | 181113.318437003 | 25047.6815629973 |
68 | 311473 | 313475.802005466 | -2002.80200546615 |
69 | 235800 | 237615.028351153 | -1815.02835115295 |
70 | 177939 | 200546.391251635 | -22607.3912516346 |
71 | 207176 | 185954.444707697 | 21221.5552923027 |
72 | 196553 | 128269.745109289 | 68283.254890711 |
73 | 174184 | 149739.819485289 | 24444.1805147112 |
74 | 143246 | 165449.705424671 | -22203.7054246712 |
75 | 187559 | 230540.175168972 | -42981.1751689722 |
76 | 187681 | 205702.924579884 | -18021.9245798837 |
77 | 119016 | 166516.640573099 | -47500.6405730987 |
78 | 182192 | 204457.941677873 | -22265.9416778728 |
79 | 73566 | 85075.5174039879 | -11509.5174039879 |
80 | 194979 | 189456.054063392 | 5522.94593660769 |
81 | 167488 | 151191.199697544 | 16296.8003024561 |
82 | 143756 | 181396.051764574 | -37640.0517645736 |
83 | 275541 | 215009.067699388 | 60531.9323006118 |
84 | 243199 | 193574.507318605 | 49624.4926813951 |
85 | 182999 | 175526.896177405 | 7472.1038225955 |
86 | 135649 | 173613.168301226 | -37964.1683012263 |
87 | 152299 | 156235.392363275 | -3936.39236327471 |
88 | 120221 | 133259.3566947 | -13038.3566947001 |
89 | 346485 | 292997.201394039 | 53487.798605961 |
90 | 145790 | 124448.909737253 | 21341.0902627468 |
91 | 193339 | 198833.641711291 | -5494.6417112914 |
92 | 80953 | 78366.6374181907 | 2586.36258180928 |
93 | 122774 | 134533.525166929 | -11759.5251669287 |
94 | 130585 | 131148.412751835 | -563.412751835459 |
95 | 112611 | 99378.2554341009 | 13232.7445658991 |
96 | 286468 | 258354.851102221 | 28113.1488977788 |
97 | 241066 | 219488.327953332 | 21577.6720466683 |
98 | 148446 | 277023.195838725 | -128577.195838725 |
99 | 204713 | 190383.157480547 | 14329.842519453 |
100 | 182079 | 206150.748544471 | -24071.7485444708 |
101 | 140344 | 131751.58291508 | 8592.41708492042 |
102 | 220516 | 237422.644181457 | -16906.6441814568 |
103 | 243060 | 182404.522320577 | 60655.4776794228 |
104 | 162765 | 146794.831076062 | 15970.1689239379 |
105 | 182613 | 154991.406973373 | 27621.5930266275 |
106 | 232138 | 209320.797246178 | 22817.2027538222 |
107 | 265318 | 307168.611668032 | -41850.611668032 |
108 | 85574 | 114731.070190807 | -29157.0701908071 |
109 | 310839 | 274698.583239352 | 36140.4167606478 |
110 | 225060 | 225303.689867935 | -243.68986793471 |
111 | 232317 | 217161.310749436 | 15155.6892505636 |
112 | 144966 | 157621.947378059 | -12655.9473780587 |
113 | 43287 | 54113.8748207678 | -10826.8748207678 |
114 | 155754 | 166587.173258103 | -10833.173258103 |
115 | 164709 | 183652.736452979 | -18943.7364529791 |
116 | 201940 | 212635.444718636 | -10695.4447186361 |
117 | 235454 | 252639.454400144 | -17185.4544001436 |
118 | 220801 | 176906.267669843 | 43894.7323301573 |
119 | 99466 | 90948.2336531606 | 8517.76634683944 |
120 | 92661 | 134013.361868329 | -41352.3618683286 |
121 | 133328 | 146048.242866328 | -12720.2428663281 |
122 | 61361 | 100845.065256818 | -39484.0652568181 |
123 | 125930 | 163159.151346082 | -37229.1513460818 |
124 | 100750 | 160055.994266128 | -59305.9942661279 |
125 | 224549 | 147284.547063289 | 77264.4529367112 |
126 | 82316 | 67496.1376602805 | 14819.8623397195 |
127 | 102010 | 91926.9684108465 | 10083.0315891535 |
128 | 101523 | 129298.067326068 | -27775.0673260678 |
129 | 243511 | 243292.551456868 | 218.448543132306 |
130 | 22938 | 16848.1504378301 | 6089.84956216987 |
131 | 41566 | 46857.1886237155 | -5291.18862371547 |
132 | 152474 | 193571.043231048 | -41097.0432310484 |
133 | 61857 | 47365.1952467965 | 14491.8047532035 |
134 | 99923 | 171036.61188419 | -71113.6118841903 |
135 | 132487 | 161058.578123294 | -28571.5781232936 |
136 | 317394 | 248297.617560751 | 69096.3824392489 |
137 | 21054 | 11836.2583439046 | 9217.74165609535 |
138 | 209641 | 161114.040791113 | 48526.9592088875 |
139 | 22648 | 47699.3019889028 | -25051.3019889028 |
140 | 31414 | 34636.8153938309 | -3222.81539383091 |
141 | 46698 | 64437.0942857127 | -17739.0942857127 |
142 | 131698 | 154495.292943767 | -22797.2929437669 |
143 | 91735 | 79587.7914066853 | 12147.2085933148 |
144 | 244749 | 259997.522289823 | -15248.5222898231 |
145 | 184510 | 176651.895616458 | 7858.10438354249 |
146 | 79863 | 124373.664029418 | -44510.6640294182 |
147 | 128423 | 134921.845896627 | -6498.84589662674 |
148 | 97839 | 103605.474844737 | -5766.4748447373 |
149 | 38214 | 43350.6278301765 | -5136.62783017653 |
150 | 151101 | 148930.345113377 | 2170.65488662282 |
151 | 272458 | 236810.016789124 | 35647.9832108762 |
152 | 172494 | 141816.22537616 | 30677.7746238405 |
153 | 108043 | 123302.952756564 | -15259.9527565636 |
154 | 328107 | 290430.75866329 | 37676.24133671 |
155 | 250579 | 239293.121348606 | 11285.8786513943 |
156 | 351067 | 310769.339595428 | 40297.660404572 |
157 | 158015 | 122783.575030257 | 35231.4249697434 |
158 | 98866 | 80743.6156905541 | 18122.3843094459 |
159 | 85439 | 101296.612431358 | -15857.6124313579 |
160 | 229242 | 236722.987789633 | -7480.98778963272 |
161 | 351619 | 328867.111176632 | 22751.8888233684 |
162 | 84207 | 97320.5592971498 | -13113.5592971498 |
163 | 120445 | 131378.391196309 | -10933.3911963086 |
164 | 324598 | 309684.090977926 | 14913.9090220741 |
165 | 131069 | 156094.031776942 | -25025.0317769418 |
166 | 204271 | 174334.267685685 | 29936.7323143147 |
167 | 165543 | 178314.659992119 | -12771.6599921188 |
168 | 141722 | 121447.918047209 | 20274.081952791 |
169 | 116048 | 106701.249644728 | 9346.75035527172 |
170 | 250047 | 159426.64932354 | 90620.3506764602 |
171 | 299775 | 291468.377275399 | 8306.62272460098 |
172 | 195838 | 197651.448477421 | -1813.44847742111 |
173 | 173260 | 166219.247687037 | 7040.75231296342 |
174 | 254488 | 255663.190930671 | -1175.19093067062 |
175 | 104389 | 204487.304825615 | -100098.304825615 |
176 | 136084 | 114442.485950503 | 21641.5140494967 |
177 | 199476 | 218350.855066025 | -18874.8550660253 |
178 | 92499 | 84236.5752260527 | 8262.42477394729 |
179 | 224330 | 237969.659660992 | -13639.6596609921 |
180 | 135781 | 107510.082918944 | 28270.9170810563 |
181 | 74408 | 100809.104110779 | -26401.104110779 |
182 | 81240 | 145828.306188559 | -64588.306188559 |
183 | 14688 | 152.329543144306 | 14535.6704568557 |
184 | 181633 | 160066.57145877 | 21566.4285412301 |
185 | 271856 | 257397.602477452 | 14458.3975225483 |
186 | 7199 | -2354.12123052719 | 9553.1212305272 |
187 | 46660 | 28884.4816566087 | 17775.5183433913 |
188 | 17547 | -5685.2949398072 | 23232.2949398072 |
189 | 133368 | 128958.76395941 | 4409.23604059008 |
190 | 95227 | 104722.130344417 | -9495.13034441663 |
191 | 152601 | 128239.396964943 | 24361.6030350573 |
192 | 98146 | 82018.5979551362 | 16127.4020448638 |
193 | 79619 | 111714.194691224 | -32095.1946912238 |
194 | 59194 | 102091.831547425 | -42897.8315474247 |
195 | 139942 | 130080.628158136 | 9861.37184186426 |
196 | 118612 | 121731.716548848 | -3119.71654884806 |
197 | 72880 | 76386.6416232137 | -3506.64162321367 |
198 | 65475 | 49589.1833719981 | 15885.8166280019 |
199 | 99643 | 118097.15778459 | -18454.1577845901 |
200 | 71965 | 73847.9753620722 | -1882.97536207216 |
201 | 77272 | 73164.2630346213 | 4107.73696537874 |
202 | 49289 | 55260.7741772988 | -5971.77417729879 |
203 | 135131 | 118706.038933971 | 16424.9610660293 |
204 | 108446 | 102472.108339084 | 5973.89166091609 |
205 | 89746 | 119469.172422866 | -29723.1724228657 |
206 | 44296 | 54074.6996531172 | -9778.69965311725 |
207 | 77648 | 93740.0917612159 | -16092.0917612159 |
208 | 181528 | 124016.284520343 | 57511.7154796575 |
209 | 134019 | 108097.895138163 | 25921.1048618374 |
210 | 124064 | 115779.726193492 | 8284.27380650787 |
211 | 92630 | 88107.5903744372 | 4522.40962556279 |
212 | 121848 | 108419.912947119 | 13428.0870528806 |
213 | 52915 | 57503.4680525026 | -4588.46805250257 |
214 | 81872 | 74184.3954017245 | 7687.60459827548 |
215 | 58981 | 85722.4534634596 | -26741.4534634596 |
216 | 53515 | 64195.5941841495 | -10680.5941841495 |
217 | 60812 | 90242.0086110061 | -29430.0086110061 |
218 | 56375 | 54991.5565056428 | 1383.44349435721 |
219 | 65490 | 64938.1783581215 | 551.821641878452 |
220 | 80949 | 49024.6246499961 | 31924.3753500039 |
221 | 76302 | 90966.4749241913 | -14664.4749241913 |
222 | 104011 | 132045.180032546 | -28034.1800325458 |
223 | 98104 | 168099.959848293 | -69995.9598482928 |
224 | 67989 | 65979.9361199445 | 2009.06388005553 |
225 | 30989 | 29272.9315679947 | 1716.06843200532 |
226 | 135458 | 145539.966309349 | -10081.9663093494 |
227 | 73504 | 59787.2517951074 | 13716.7482048926 |
228 | 63123 | 84442.842823002 | -21319.842823002 |
229 | 61254 | 101242.427940637 | -39988.427940637 |
230 | 74914 | 124818.598962149 | -49904.5989621489 |
231 | 31774 | 47230.8684664747 | -15456.8684664747 |
232 | 81437 | 98803.6273505777 | -17366.6273505777 |
233 | 87186 | 115655.969704561 | -28469.9697045612 |
234 | 50090 | 62579.6677111241 | -12489.6677111241 |
235 | 65745 | 93887.2667955666 | -28142.2667955666 |
236 | 56653 | 77594.6167296664 | -20941.6167296664 |
237 | 158399 | 100798.044432406 | 57600.9555675935 |
238 | 46455 | 62201.4221282081 | -15746.4221282081 |
239 | 73624 | 89407.437708564 | -15783.437708564 |
240 | 38395 | 56284.5414654224 | -17889.5414654224 |
241 | 91899 | 83843.9938918173 | 8055.00610818273 |
242 | 139526 | 155549.963577801 | -16023.9635778012 |
243 | 52164 | 76423.8387906017 | -24259.8387906017 |
244 | 51567 | 56192.3397257258 | -4625.3397257258 |
245 | 70551 | 70248.0682614671 | 302.931738532882 |
246 | 84856 | 89918.3819027115 | -5062.38190271145 |
247 | 102538 | 140265.768881139 | -37727.7688811387 |
248 | 86678 | 59374.4895154874 | 27303.5104845126 |
249 | 85709 | 72840.0912714705 | 12868.9087285295 |
250 | 34662 | 39319.2035487221 | -4657.20354872207 |
251 | 150580 | 136553.802755621 | 14026.197244379 |
252 | 99611 | 99250.8883339596 | 360.11166604037 |
253 | 19349 | 7749.56075264428 | 11599.4392473557 |
254 | 99373 | 97402.2253351601 | 1970.77466483986 |
255 | 86230 | 93577.4243336812 | -7347.42433368116 |
256 | 30837 | 22783.050990776 | 8053.949009224 |
257 | 31706 | 45573.8879925632 | -13867.8879925632 |
258 | 89806 | 80107.8620549056 | 9698.13794509443 |
259 | 62088 | 55207.9362984725 | 6880.06370152749 |
260 | 40151 | 37319.2591477358 | 2831.7408522642 |
261 | 27634 | 43574.7943664357 | -15940.7943664357 |
262 | 76990 | 83918.9773788022 | -6928.97737880222 |
263 | 37460 | 29492.2246886739 | 7967.7753113261 |
264 | 54157 | 70475.4175416833 | -16318.4175416833 |
265 | 49862 | 56405.5854608117 | -6543.5854608117 |
266 | 84337 | 79286.8368230393 | 5050.16317696067 |
267 | 64175 | 85485.861514184 | -21310.861514184 |
268 | 59382 | 63953.5171518756 | -4571.5171518756 |
269 | 119308 | 70445.4851900952 | 48862.5148099048 |
270 | 76702 | 96863.999910241 | -20161.9999102409 |
271 | 103425 | 116935.536912459 | -13510.5369124594 |
272 | 70344 | 61056.444519682 | 9287.55548031802 |
273 | 43410 | 38311.2586835952 | 5098.74131640481 |
274 | 104838 | 107613.571436551 | -2775.57143655127 |
275 | 62215 | 55787.1307869457 | 6427.86921305427 |
276 | 69304 | 101386.867515039 | -32082.8675150394 |
277 | 53117 | 41523.6286990085 | 11593.3713009915 |
278 | 19764 | 11196.0432417771 | 8567.95675822293 |
279 | 86680 | 96505.7644392457 | -9825.76443924569 |
280 | 84105 | 62633.4658255476 | 21471.5341744524 |
281 | 77945 | 80683.8802494759 | -2738.88024947588 |
282 | 89113 | 70339.1434405532 | 18773.8565594468 |
283 | 91005 | 89711.1099589954 | 1293.89004100463 |
284 | 40248 | 27631.8591996153 | 12616.1408003847 |
285 | 64187 | 53313.3848877259 | 10873.6151122741 |
286 | 50857 | 78100.946483627 | -27243.9464836269 |
287 | 56613 | 59753.4701760657 | -3140.47017606574 |
288 | 62792 | 70711.8067816406 | -7919.80678164056 |
289 | 72535 | 69560.555950976 | 2974.44404902395 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
8 | 0.82333640414613 | 0.353327191707739 | 0.17666359585387 |
9 | 0.827578383582036 | 0.344843232835927 | 0.172421616417964 |
10 | 0.832696149613961 | 0.334607700772077 | 0.167303850386039 |
11 | 0.827977049928342 | 0.344045900143316 | 0.172022950071658 |
12 | 0.84983046775343 | 0.30033906449314 | 0.15016953224657 |
13 | 0.79667703674057 | 0.406645926518861 | 0.203322963259431 |
14 | 0.745209301351616 | 0.509581397296768 | 0.254790698648384 |
15 | 0.672545787978202 | 0.654908424043596 | 0.327454212021798 |
16 | 0.59669425321616 | 0.80661149356768 | 0.40330574678384 |
17 | 0.858976951677132 | 0.282046096645737 | 0.141023048322868 |
18 | 0.814709484309774 | 0.370581031380452 | 0.185290515690226 |
19 | 0.863672752892845 | 0.272654494214309 | 0.136327247107155 |
20 | 0.849512515665242 | 0.300974968669516 | 0.150487484334758 |
21 | 0.841721246928645 | 0.31655750614271 | 0.158278753071355 |
22 | 0.799759145586408 | 0.400481708827185 | 0.200240854413592 |
23 | 0.994110593320417 | 0.0117788133591659 | 0.00588940667958296 |
24 | 0.991366431966846 | 0.0172671360663082 | 0.00863356803315412 |
25 | 0.991237585554104 | 0.0175248288917927 | 0.00876241444589634 |
26 | 0.999491501518555 | 0.00101699696288978 | 0.000508498481444892 |
27 | 0.999511877208716 | 0.000976245582568877 | 0.000488122791284439 |
28 | 0.99920942443745 | 0.00158115112509895 | 0.000790575562549477 |
29 | 0.99923788942648 | 0.00152422114704098 | 0.000762110573520488 |
30 | 0.998967153952524 | 0.00206569209495162 | 0.00103284604747581 |
31 | 0.998444676863975 | 0.00311064627205051 | 0.00155532313602525 |
32 | 0.997840560620466 | 0.00431887875906835 | 0.00215943937953418 |
33 | 0.99679209419582 | 0.00641581160835942 | 0.00320790580417971 |
34 | 0.99816299355212 | 0.00367401289576157 | 0.00183700644788078 |
35 | 0.99777310221455 | 0.0044537955709007 | 0.00222689778545035 |
36 | 0.997876731449303 | 0.00424653710139407 | 0.00212326855069703 |
37 | 0.997061217162508 | 0.00587756567498397 | 0.00293878283749198 |
38 | 0.995987165136758 | 0.00802566972648447 | 0.00401283486324224 |
39 | 0.99853783341764 | 0.00292433316471742 | 0.00146216658235871 |
40 | 0.998128765975372 | 0.00374246804925633 | 0.00187123402462816 |
41 | 0.997342694567869 | 0.00531461086426257 | 0.00265730543213129 |
42 | 0.996461092676522 | 0.00707781464695537 | 0.00353890732347769 |
43 | 0.998893899088962 | 0.00221220182207564 | 0.00110610091103782 |
44 | 0.998790906706154 | 0.00241818658769109 | 0.00120909329384554 |
45 | 0.998463008643686 | 0.00307398271262753 | 0.00153699135631376 |
46 | 0.997822402305632 | 0.00435519538873674 | 0.00217759769436837 |
47 | 0.998774899459257 | 0.00245020108148561 | 0.0012251005407428 |
48 | 0.998255397211296 | 0.00348920557740865 | 0.00174460278870432 |
49 | 0.997835176282412 | 0.00432964743517645 | 0.00216482371758822 |
50 | 0.999441163950032 | 0.00111767209993543 | 0.000558836049967716 |
51 | 0.999281508835443 | 0.00143698232911405 | 0.000718491164557023 |
52 | 0.999019585982708 | 0.00196082803458477 | 0.000980414017292384 |
53 | 0.998899538810332 | 0.0022009223793363 | 0.00110046118966815 |
54 | 0.999174347123523 | 0.00165130575295339 | 0.000825652876476696 |
55 | 0.999368193904468 | 0.00126361219106344 | 0.000631806095531722 |
56 | 0.999104793444273 | 0.00179041311145414 | 0.000895206555727072 |
57 | 0.998899531121543 | 0.0022009377569149 | 0.00110046887845745 |
58 | 0.999714799905358 | 0.000570400189284733 | 0.000285200094642366 |
59 | 0.999591562412905 | 0.000816875174189535 | 0.000408437587094767 |
60 | 0.9994359494889 | 0.00112810102219887 | 0.000564050511099433 |
61 | 0.999223734193914 | 0.00155253161217131 | 0.000776265806085656 |
62 | 0.99892901308999 | 0.00214197382001791 | 0.00107098691000896 |
63 | 0.998896701230668 | 0.00220659753866408 | 0.00110329876933204 |
64 | 0.99848986238873 | 0.00302027522253828 | 0.00151013761126914 |
65 | 0.998381759796805 | 0.00323648040639094 | 0.00161824020319547 |
66 | 0.997946474298536 | 0.00410705140292773 | 0.00205352570146386 |
67 | 0.997570429331557 | 0.0048591413368867 | 0.00242957066844335 |
68 | 0.996734813870676 | 0.00653037225864899 | 0.00326518612932449 |
69 | 0.995768805568885 | 0.00846238886223011 | 0.00423119443111505 |
70 | 0.994965996379084 | 0.0100680072418325 | 0.00503400362091624 |
71 | 0.994245369099231 | 0.0115092618015371 | 0.00575463090076857 |
72 | 0.997825110257303 | 0.00434977948539473 | 0.00217488974269736 |
73 | 0.9973953259377 | 0.00520934812459968 | 0.00260467406229984 |
74 | 0.997319126308601 | 0.00536174738279804 | 0.00268087369139902 |
75 | 0.99791310550217 | 0.0041737889956607 | 0.00208689449783035 |
76 | 0.997712060888738 | 0.00457587822252502 | 0.00228793911126251 |
77 | 0.998790806216449 | 0.00241838756710191 | 0.00120919378355095 |
78 | 0.998575372311134 | 0.00284925537773116 | 0.00142462768886558 |
79 | 0.998203084620676 | 0.00359383075864743 | 0.00179691537932371 |
80 | 0.997618088654425 | 0.00476382269114959 | 0.00238191134557479 |
81 | 0.997015987899533 | 0.00596802420093462 | 0.00298401210046731 |
82 | 0.997461747536778 | 0.0050765049264436 | 0.0025382524632218 |
83 | 0.998802040224283 | 0.00239591955143462 | 0.00119795977571731 |
84 | 0.999194647008133 | 0.00161070598373433 | 0.000805352991867166 |
85 | 0.998929090475767 | 0.0021418190484666 | 0.0010709095242333 |
86 | 0.999127933709936 | 0.00174413258012865 | 0.000872066290064324 |
87 | 0.998828993226946 | 0.002342013546108 | 0.001171006773054 |
88 | 0.998534800046724 | 0.00293039990655221 | 0.0014651999532761 |
89 | 0.999207588987117 | 0.00158482202576612 | 0.000792411012883062 |
90 | 0.999050017981982 | 0.00189996403603631 | 0.000949982018018157 |
91 | 0.998750315481575 | 0.00249936903685077 | 0.00124968451842539 |
92 | 0.998349621691375 | 0.00330075661724959 | 0.0016503783086248 |
93 | 0.997913565277103 | 0.00417286944579361 | 0.00208643472289681 |
94 | 0.99727647795193 | 0.0054470440961406 | 0.0027235220480703 |
95 | 0.996571291455808 | 0.00685741708838312 | 0.00342870854419156 |
96 | 0.996351467558608 | 0.00729706488278363 | 0.00364853244139181 |
97 | 0.99589791924725 | 0.0082041615054991 | 0.00410208075274955 |
98 | 0.999973393261907 | 5.3213476185369e-05 | 2.66067380926845e-05 |
99 | 0.999964346250748 | 7.13074985046927e-05 | 3.56537492523464e-05 |
100 | 0.999957951544942 | 8.40969101160257e-05 | 4.20484550580128e-05 |
101 | 0.999941051721582 | 0.000117896556836409 | 5.89482784182043e-05 |
102 | 0.999924606452547 | 0.000150787094906203 | 7.53935474531014e-05 |
103 | 0.999972067315352 | 5.5865369295487e-05 | 2.79326846477435e-05 |
104 | 0.99996324842632 | 7.35031473600072e-05 | 3.67515736800036e-05 |
105 | 0.999960461901943 | 7.90761961138517e-05 | 3.95380980569259e-05 |
106 | 0.999954879524938 | 9.02409501234304e-05 | 4.51204750617152e-05 |
107 | 0.999963311036646 | 7.3377926708879e-05 | 3.66889633544395e-05 |
108 | 0.999964724540168 | 7.05509196643878e-05 | 3.52754598321939e-05 |
109 | 0.999969138568645 | 6.17228627104153e-05 | 3.08614313552076e-05 |
110 | 0.999955868892129 | 8.8262215742536e-05 | 4.4131107871268e-05 |
111 | 0.99994349776138 | 0.000113004477237996 | 5.65022386189979e-05 |
112 | 0.999926905047783 | 0.000146189904434365 | 7.30949522171826e-05 |
113 | 0.99990479997912 | 0.000190400041760058 | 9.52000208800291e-05 |
114 | 0.999874635720845 | 0.000250728558309408 | 0.000125364279154704 |
115 | 0.999846338452062 | 0.00030732309587654 | 0.00015366154793827 |
116 | 0.999794722953177 | 0.000410554093645202 | 0.000205277046822601 |
117 | 0.99973983710851 | 0.000520325782981444 | 0.000260162891490722 |
118 | 0.9998022549319 | 0.000395490136200068 | 0.000197745068100034 |
119 | 0.999734529233173 | 0.000530941533654136 | 0.000265470766827068 |
120 | 0.999815593510238 | 0.000368812979524968 | 0.000184406489762484 |
121 | 0.999764267457094 | 0.000471465085811819 | 0.000235732542905909 |
122 | 0.999825929384412 | 0.00034814123117634 | 0.00017407061558817 |
123 | 0.999862196472755 | 0.000275607054489471 | 0.000137803527244735 |
124 | 0.999946344937344 | 0.000107310125311708 | 5.36550626558541e-05 |
125 | 0.999993428744041 | 1.31425119171876e-05 | 6.5712559585938e-06 |
126 | 0.999991051188104 | 1.78976237926192e-05 | 8.94881189630959e-06 |
127 | 0.999987357671401 | 2.5284657197408e-05 | 1.2642328598704e-05 |
128 | 0.999986924589352 | 2.6150821295697e-05 | 1.30754106478485e-05 |
129 | 0.999981039754075 | 3.7920491850396e-05 | 1.8960245925198e-05 |
130 | 0.999972967847576 | 5.40643048485259e-05 | 2.70321524242629e-05 |
131 | 0.99996226594707 | 7.54681058596395e-05 | 3.77340529298197e-05 |
132 | 0.99997249376057 | 5.50124788615136e-05 | 2.75062394307568e-05 |
133 | 0.99996354814026 | 7.29037194818016e-05 | 3.64518597409008e-05 |
134 | 0.999994362585378 | 1.12748292434888e-05 | 5.6374146217444e-06 |
135 | 0.999994171306482 | 1.16573870361163e-05 | 5.82869351805815e-06 |
136 | 0.99999904686021 | 1.90627957884474e-06 | 9.5313978942237e-07 |
137 | 0.999998609558045 | 2.78088391069224e-06 | 1.39044195534612e-06 |
138 | 0.999999329016194 | 1.34196761260138e-06 | 6.7098380630069e-07 |
139 | 0.999999263697666 | 1.47260466747977e-06 | 7.36302333739885e-07 |
140 | 0.999998886601043 | 2.22679791427587e-06 | 1.11339895713793e-06 |
141 | 0.999998562350343 | 2.87529931436467e-06 | 1.43764965718234e-06 |
142 | 0.999998313502476 | 3.37299504756881e-06 | 1.6864975237844e-06 |
143 | 0.99999760982836 | 4.78034327877565e-06 | 2.39017163938783e-06 |
144 | 0.9999968080823 | 6.38383540204865e-06 | 3.19191770102432e-06 |
145 | 0.99999539694399 | 9.2061120194287e-06 | 4.60305600971435e-06 |
146 | 0.999997457948594 | 5.08410281176494e-06 | 2.54205140588247e-06 |
147 | 0.999996246754673 | 7.50649065297056e-06 | 3.75324532648528e-06 |
148 | 0.999994499799116 | 1.10004017674617e-05 | 5.50020088373085e-06 |
149 | 0.999991955813265 | 1.60883734690077e-05 | 8.04418673450387e-06 |
150 | 0.99998817732698 | 2.36453460395183e-05 | 1.18226730197591e-05 |
151 | 0.999990683362617 | 1.86332747655341e-05 | 9.31663738276707e-06 |
152 | 0.999992216986698 | 1.55660266036282e-05 | 7.78301330181411e-06 |
153 | 0.999989850694986 | 2.02986100278585e-05 | 1.01493050139293e-05 |
154 | 0.999993077418726 | 1.38451625472114e-05 | 6.92258127360571e-06 |
155 | 0.999991401264452 | 1.7197471096868e-05 | 8.59873554843402e-06 |
156 | 0.999996103004569 | 7.79399086287196e-06 | 3.89699543143598e-06 |
157 | 0.99999783669703 | 4.32660594029871e-06 | 2.16330297014935e-06 |
158 | 0.999997226007618 | 5.54798476325582e-06 | 2.77399238162791e-06 |
159 | 0.999996095389296 | 7.80922140812909e-06 | 3.90461070406455e-06 |
160 | 0.999994553470954 | 1.0893058091573e-05 | 5.4465290457865e-06 |
161 | 0.999994307278503 | 1.13854429945726e-05 | 5.6927214972863e-06 |
162 | 0.999991884212587 | 1.62315748256368e-05 | 8.11578741281839e-06 |
163 | 0.999989377851958 | 2.12442960850475e-05 | 1.06221480425237e-05 |
164 | 0.999988633622708 | 2.27327545841763e-05 | 1.13663772920882e-05 |
165 | 0.999986295666948 | 2.74086661035689e-05 | 1.37043330517844e-05 |
166 | 0.999993242148738 | 1.35157025239704e-05 | 6.75785126198519e-06 |
167 | 0.9999902085994 | 1.95828012018309e-05 | 9.79140060091545e-06 |
168 | 0.999987807165674 | 2.43856686526087e-05 | 1.21928343263043e-05 |
169 | 0.999983510993651 | 3.29780126974777e-05 | 1.64890063487389e-05 |
170 | 0.99999978121552 | 4.37568959501469e-07 | 2.18784479750734e-07 |
171 | 0.999999781735815 | 4.36528370372792e-07 | 2.18264185186396e-07 |
172 | 0.99999973109604 | 5.37807921165419e-07 | 2.6890396058271e-07 |
173 | 0.999999635490285 | 7.29019430690088e-07 | 3.64509715345044e-07 |
174 | 0.999999687072205 | 6.2585559097524e-07 | 3.1292779548762e-07 |
175 | 0.999999993711493 | 1.2577014709036e-08 | 6.28850735451799e-09 |
176 | 0.999999994941953 | 1.01160943305955e-08 | 5.05804716529774e-09 |
177 | 0.999999991859365 | 1.62812700362219e-08 | 8.14063501811097e-09 |
178 | 0.999999987432175 | 2.51356495669514e-08 | 1.25678247834757e-08 |
179 | 0.999999979079461 | 4.18410770235887e-08 | 2.09205385117944e-08 |
180 | 0.999999985932235 | 2.81355292003541e-08 | 1.40677646001771e-08 |
181 | 0.999999984931734 | 3.01365313860829e-08 | 1.50682656930415e-08 |
182 | 0.999999998415385 | 3.16922908929769e-09 | 1.58461454464885e-09 |
183 | 0.999999997306037 | 5.3879266368799e-09 | 2.69396331843995e-09 |
184 | 0.999999998135932 | 3.72813669817699e-09 | 1.86406834908849e-09 |
185 | 0.999999999231787 | 1.53642631396948e-09 | 7.68213156984742e-10 |
186 | 0.99999999867339 | 2.65321805020462e-09 | 1.32660902510231e-09 |
187 | 0.999999997809744 | 4.38051278756184e-09 | 2.19025639378092e-09 |
188 | 0.999999996451192 | 7.09761593829669e-09 | 3.54880796914834e-09 |
189 | 0.99999999544627 | 9.10745994835995e-09 | 4.55372997417998e-09 |
190 | 0.999999992205102 | 1.55897951256194e-08 | 7.7948975628097e-09 |
191 | 0.999999996402636 | 7.19472722159592e-09 | 3.59736361079796e-09 |
192 | 0.999999995508253 | 8.98349351969345e-09 | 4.49174675984673e-09 |
193 | 0.999999995589343 | 8.82131395820565e-09 | 4.41065697910283e-09 |
194 | 0.999999996978222 | 6.04355550702272e-09 | 3.02177775351136e-09 |
195 | 0.999999997341952 | 5.31609540414847e-09 | 2.65804770207423e-09 |
196 | 0.999999995609978 | 8.78004382446338e-09 | 4.39002191223169e-09 |
197 | 0.9999999921533 | 1.56933976848294e-08 | 7.8466988424147e-09 |
198 | 0.999999988381576 | 2.32368483162799e-08 | 1.16184241581399e-08 |
199 | 0.999999981372042 | 3.72559161860953e-08 | 1.86279580930476e-08 |
200 | 0.99999996730233 | 6.53953387207407e-08 | 3.26976693603704e-08 |
201 | 0.999999943027204 | 1.13945592157871e-07 | 5.69727960789356e-08 |
202 | 0.999999901973986 | 1.96052028065217e-07 | 9.80260140326085e-08 |
203 | 0.999999898312088 | 2.03375823985921e-07 | 1.0168791199296e-07 |
204 | 0.999999841509537 | 3.16980926820193e-07 | 1.58490463410096e-07 |
205 | 0.999999798217168 | 4.03565663204961e-07 | 2.0178283160248e-07 |
206 | 0.999999682278468 | 6.3544306448136e-07 | 3.1772153224068e-07 |
207 | 0.999999509969555 | 9.80060890696186e-07 | 4.90030445348093e-07 |
208 | 0.999999990732766 | 1.85344670463833e-08 | 9.26723352319166e-09 |
209 | 0.999999996047352 | 7.90529567601606e-09 | 3.95264783800803e-09 |
210 | 0.99999999669009 | 6.61982105960594e-09 | 3.30991052980297e-09 |
211 | 0.99999999447301 | 1.10539788637543e-08 | 5.52698943187713e-09 |
212 | 0.999999996157397 | 7.68520670337073e-09 | 3.84260335168537e-09 |
213 | 0.999999992745843 | 1.45083141765807e-08 | 7.25415708829033e-09 |
214 | 0.99999998818425 | 2.36314999857351e-08 | 1.18157499928676e-08 |
215 | 0.999999988222906 | 2.35541882566461e-08 | 1.1777094128323e-08 |
216 | 0.999999981763107 | 3.64737852855487e-08 | 1.82368926427744e-08 |
217 | 0.999999980968413 | 3.80631748965307e-08 | 1.90315874482654e-08 |
218 | 0.9999999647713 | 7.04574012675985e-08 | 3.52287006337992e-08 |
219 | 0.999999936419214 | 1.27161572027303e-07 | 6.35807860136517e-08 |
220 | 0.999999953380408 | 9.32391835565898e-08 | 4.66195917782949e-08 |
221 | 0.99999991560174 | 1.68796519421762e-07 | 8.43982597108809e-08 |
222 | 0.999999871216655 | 2.57566689734547e-07 | 1.28783344867273e-07 |
223 | 0.999999971524995 | 5.69500097537982e-08 | 2.84750048768991e-08 |
224 | 0.999999949004025 | 1.01991950197569e-07 | 5.09959750987843e-08 |
225 | 0.999999903875058 | 1.92249884148075e-07 | 9.61249420740376e-08 |
226 | 0.999999823695766 | 3.52608468310306e-07 | 1.76304234155153e-07 |
227 | 0.999999722905174 | 5.54189651662067e-07 | 2.77094825831034e-07 |
228 | 0.999999572683213 | 8.54633572964089e-07 | 4.27316786482044e-07 |
229 | 0.999999732662552 | 5.34674896542775e-07 | 2.67337448271388e-07 |
230 | 0.999999901141532 | 1.97716936571612e-07 | 9.8858468285806e-08 |
231 | 0.9999998974853 | 2.05029401462963e-07 | 1.02514700731482e-07 |
232 | 0.99999982254457 | 3.54910860828647e-07 | 1.77455430414323e-07 |
233 | 0.999999849139302 | 3.0172139626613e-07 | 1.50860698133065e-07 |
234 | 0.999999768387643 | 4.63224713972767e-07 | 2.31612356986383e-07 |
235 | 0.999999770025616 | 4.59948768879394e-07 | 2.29974384439697e-07 |
236 | 0.999999617724018 | 7.6455196453167e-07 | 3.82275982265835e-07 |
237 | 0.99999999736653 | 5.26694080215528e-09 | 2.63347040107764e-09 |
238 | 0.999999996013313 | 7.9733747023276e-09 | 3.9866873511638e-09 |
239 | 0.99999999246926 | 1.50614809363668e-08 | 7.53074046818339e-09 |
240 | 0.999999992570678 | 1.4858643963465e-08 | 7.42932198173252e-09 |
241 | 0.99999998574451 | 2.85109812483741e-08 | 1.4255490624187e-08 |
242 | 0.999999975414039 | 4.91719219352311e-08 | 2.45859609676156e-08 |
243 | 0.999999984421324 | 3.1157351436802e-08 | 1.5578675718401e-08 |
244 | 0.999999969237052 | 6.15258953395779e-08 | 3.07629476697889e-08 |
245 | 0.99999993062854 | 1.38742921074572e-07 | 6.93714605372861e-08 |
246 | 0.999999848080152 | 3.03839696395378e-07 | 1.51919848197689e-07 |
247 | 0.999999879915845 | 2.4016830966403e-07 | 1.20084154832015e-07 |
248 | 0.999999893009756 | 2.13980487123202e-07 | 1.06990243561601e-07 |
249 | 0.999999792269648 | 4.15460703720587e-07 | 2.07730351860294e-07 |
250 | 0.999999628444767 | 7.43110466242725e-07 | 3.71555233121362e-07 |
251 | 0.999999630529896 | 7.38940207183374e-07 | 3.69470103591687e-07 |
252 | 0.999999294696045 | 1.41060791024124e-06 | 7.05303955120621e-07 |
253 | 0.999998446278038 | 3.10744392449369e-06 | 1.55372196224685e-06 |
254 | 0.999996751167668 | 6.49766466494547e-06 | 3.24883233247273e-06 |
255 | 0.999992959708528 | 1.40805829450493e-05 | 7.04029147252465e-06 |
256 | 0.999985321781831 | 2.93564363371349e-05 | 1.46782181685674e-05 |
257 | 0.999982407321623 | 3.51853567535942e-05 | 1.75926783767971e-05 |
258 | 0.999971502149395 | 5.69957012095224e-05 | 2.84978506047612e-05 |
259 | 0.999942516107014 | 0.000114967785971107 | 5.74838929855534e-05 |
260 | 0.999888261106974 | 0.000223477786051011 | 0.000111738893025505 |
261 | 0.999884646463786 | 0.000230707072428322 | 0.000115353536214161 |
262 | 0.999763543709779 | 0.00047291258044248 | 0.00023645629022124 |
263 | 0.999540588645665 | 0.000918822708670735 | 0.000459411354335367 |
264 | 0.999389404123162 | 0.00122119175367511 | 0.000610595876837556 |
265 | 0.999021942113956 | 0.00195611577208846 | 0.00097805788604423 |
266 | 0.99820793828639 | 0.00358412342721963 | 0.00179206171360982 |
267 | 0.99798857930348 | 0.00402284139304106 | 0.00201142069652053 |
268 | 0.99730466269859 | 0.00539067460282073 | 0.00269533730141036 |
269 | 0.99989987972503 | 0.000200240549939101 | 0.000100120274969551 |
270 | 0.999863637326089 | 0.000272725347822433 | 0.000136362673911217 |
271 | 0.999787519497364 | 0.00042496100527242 | 0.00021248050263621 |
272 | 0.999464974435443 | 0.00107005112911485 | 0.000535025564557427 |
273 | 0.998844836600502 | 0.00231032679899652 | 0.00115516339949826 |
274 | 0.997240733725213 | 0.0055185325495738 | 0.0027592662747869 |
275 | 0.993497110947244 | 0.0130057781055124 | 0.0065028890527562 |
276 | 0.992163072077357 | 0.0156738558452867 | 0.00783692792264333 |
277 | 0.981111053526915 | 0.0377778929461707 | 0.0188889464730853 |
278 | 0.963119529245592 | 0.0737609415088167 | 0.0368804707544084 |
279 | 0.921334756734903 | 0.157330486530195 | 0.0786652432650973 |
280 | 0.926641440434508 | 0.146717119130985 | 0.0733585595654923 |
281 | 0.873688405738366 | 0.252623188523267 | 0.126311594261634 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 247 | 0.901459854014598 | NOK |
5% type I error level | 255 | 0.930656934306569 | NOK |
10% type I error level | 256 | 0.934306569343066 | NOK |