Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = + 14618.1412569311 + 505.492037707326feedback_messages_p1[t] -0.134366318191175totsize[t] -0.622372593426437totrevisions[t] + 1.27672945521699totseconds[t] + 126.811969252848`tothyperlinks `[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) | 14618.1412569311 | 4913.522982 | 2.9751 | 0.003182 | 0.001591 |
feedback_messages_p1 | 505.492037707326 | 80.157199 | 6.3063 | 0 | 0 |
totsize | -0.134366318191175 | 0.098118 | -1.3694 | 0.171949 | 0.085974 |
totrevisions | -0.622372593426437 | 0.48562 | -1.2816 | 0.201031 | 0.100515 |
totseconds | 1.27672945521699 | 0.105026 | 12.1563 | 0 | 0 |
`tothyperlinks ` | 126.811969252848 | 99.34854 | 1.2764 | 0.202848 | 0.101424 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.910015858402363 |
R-squared | 0.828128862543789 |
Adjusted R-squared | 0.825092270009227 |
F-TEST (value) | 272.716491632695 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 283 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 34435.9627778477 |
Sum Squared Residuals | 335591455679.759 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 247633.193735295 | -36726.1937352951 |
2 | 120982 | 185597.625279198 | -64615.6252791984 |
3 | 176508 | 190869.631185982 | -14361.6311859817 |
4 | 179321 | 180440.575001985 | -1119.57500198454 |
5 | 123185 | 147347.072844472 | -24162.0728444717 |
6 | 52746 | 109986.154027574 | -57240.1540275744 |
7 | 385534 | 295267.3300222 | 90266.6699778002 |
8 | 33170 | 54014.066400957 | -20844.066400957 |
9 | 101645 | 62308.6908820047 | 39336.3091179953 |
10 | 149061 | 165598.540584124 | -16537.5405841244 |
11 | 165446 | 163107.162778111 | 2338.83722188862 |
12 | 237213 | 264534.440105719 | -27321.4401057193 |
13 | 173326 | 185086.426871019 | -11760.4268710194 |
14 | 133131 | 134517.258212595 | -1386.25821259462 |
15 | 258873 | 198019.768620998 | 60853.2313790016 |
16 | 180083 | 200866.974945842 | -20783.9749458421 |
17 | 324799 | 285822.395940748 | 38976.604059252 |
18 | 230964 | 231372.973378962 | -408.973378962245 |
19 | 236785 | 203587.775939633 | 33197.2240603666 |
20 | 135473 | 170132.533859806 | -34659.5338598062 |
21 | 202925 | 213229.588458092 | -10304.5884580925 |
22 | 215147 | 218598.023166869 | -3451.0231668694 |
23 | 344297 | 228303.945639099 | 115993.054360901 |
24 | 153935 | 176534.701308102 | -22599.7013081019 |
25 | 132943 | 183806.581112599 | -50863.5811125988 |
26 | 174724 | 178949.114843215 | -4225.11484321493 |
27 | 174415 | 184993.271247639 | -10578.2712476386 |
28 | 225548 | 233531.469349151 | -7983.4693491509 |
29 | 223632 | 235741.736135413 | -12109.7361354132 |
30 | 124817 | 129539.886062936 | -4722.88606293576 |
31 | 221698 | 301404.523935329 | -79706.5239353293 |
32 | 210767 | 246019.113258968 | -35252.1132589678 |
33 | 170266 | 197638.499815422 | -27372.4998154222 |
34 | 260561 | 293454.143715281 | -32893.143715281 |
35 | 84853 | 99697.0082254411 | -14844.0082254411 |
36 | 294424 | 285488.315685388 | 8935.68431461239 |
37 | 101011 | 120849.070237233 | -19838.0702372327 |
38 | 215641 | 183948.981326808 | 31692.0186731916 |
39 | 325107 | 273249.329373521 | 51857.6706264789 |
40 | 7176 | 16514.4584314225 | -9338.45843142246 |
41 | 167542 | 171244.34461663 | -3702.34461662982 |
42 | 106408 | 105627.580786461 | 780.41921353921 |
43 | 96560 | 80259.5539234073 | 16300.4460765927 |
44 | 265769 | 239033.094263615 | 26735.9057363853 |
45 | 269651 | 216815.16640536 | 52835.8335946399 |
46 | 149112 | 160558.493933639 | -11446.4939336391 |
47 | 175824 | 113988.633873184 | 61835.3661268157 |
48 | 152871 | 186238.991133984 | -33367.9911339843 |
49 | 111665 | 119544.487453394 | -7879.48745339444 |
50 | 116408 | 135182.905936486 | -18774.9059364856 |
51 | 362301 | 166773.002433343 | 195527.997566657 |
52 | 78800 | 122087.348556713 | -43287.3485567132 |
53 | 183167 | 202526.881417409 | -19359.881417409 |
54 | 277965 | 285189.637589625 | -7224.63758962502 |
55 | 150629 | 181142.667064603 | -30513.6670646025 |
56 | 168809 | 227253.50223781 | -58444.5022378102 |
57 | 24188 | 38309.079705821 | -14121.079705821 |
58 | 329267 | 278849.610487963 | 50417.3895120372 |
59 | 65029 | 76594.1267866792 | -11565.1267866792 |
60 | 101097 | 96291.36478966 | 4805.63521033995 |
61 | 218946 | 188364.856081198 | 30581.143918802 |
62 | 244052 | 283114.231166066 | -39062.2311660663 |
63 | 341570 | 246747.745208656 | 94822.2547913437 |
64 | 103597 | 97484.0400817286 | 6112.95991827143 |
65 | 233328 | 267609.778248833 | -34281.778248833 |
66 | 256462 | 287596.804691601 | -31134.8046916014 |
67 | 206161 | 134898.059879629 | 71262.9401203713 |
68 | 311473 | 303211.025963446 | 8261.97403655409 |
69 | 235800 | 267657.462804333 | -31857.4628043332 |
70 | 177939 | 177851.362405069 | 87.6375949306638 |
71 | 207176 | 187826.268784042 | 19349.7312159583 |
72 | 196553 | 218265.399014364 | -21712.3990143638 |
73 | 174184 | 206115.071180054 | -31931.0711800542 |
74 | 143246 | 149005.959818931 | -5759.95981893072 |
75 | 187559 | 212014.03001759 | -24455.0300175896 |
76 | 187681 | 172502.828342744 | 15178.1716572563 |
77 | 119016 | 141043.954193286 | -22027.9541932858 |
78 | 182192 | 196751.327122398 | -14559.3271223976 |
79 | 73566 | 87904.782543558 | -14338.782543558 |
80 | 194979 | 202547.0329512 | -7568.03295120032 |
81 | 167488 | 163071.767676039 | 4416.23232396125 |
82 | 143756 | 170688.499394167 | -26932.4993941672 |
83 | 275541 | 186057.529207842 | 89483.470792158 |
84 | 243199 | 227470.676410344 | 15728.3235896556 |
85 | 182999 | 212571.148198971 | -29572.1481989711 |
86 | 135649 | 152249.782777804 | -16600.7827778037 |
87 | 152299 | 155427.364390597 | -3128.36439059655 |
88 | 120221 | 129019.443845478 | -8798.44384547836 |
89 | 346485 | 243234.513725405 | 103250.486274595 |
90 | 145790 | 145835.261495514 | -45.2614955143085 |
91 | 193339 | 188384.524834395 | 4954.47516560497 |
92 | 80953 | 94957.1692444636 | -14004.1692444636 |
93 | 122774 | 90689.5700322654 | 32084.4299677346 |
94 | 130585 | 147349.271366547 | -16764.2713665475 |
95 | 112611 | 125250.575464404 | -12639.5754644044 |
96 | 286468 | 191356.061933063 | 95111.9380669365 |
97 | 241066 | 241279.682197159 | -213.682197158634 |
98 | 148446 | 159489.616185178 | -11043.6161851779 |
99 | 204713 | 186207.738266059 | 18505.2617339414 |
100 | 182079 | 197095.535569908 | -15016.5355699079 |
101 | 140344 | 149448.969961373 | -9104.96996137312 |
102 | 220516 | 172458.494368015 | 48057.5056319854 |
103 | 243060 | 204712.809277911 | 38347.190722089 |
104 | 162765 | 169862.986453576 | -7097.98645357625 |
105 | 182613 | 219773.18704196 | -37160.18704196 |
106 | 232138 | 284913.680334843 | -52775.680334843 |
107 | 265318 | 285117.116632077 | -19799.1166320767 |
108 | 85574 | 92438.637802161 | -6864.63780216099 |
109 | 310839 | 282657.773575014 | 28181.2264249858 |
110 | 225060 | 201517.286635845 | 23542.7133641546 |
111 | 232317 | 281628.158941445 | -49311.1589414453 |
112 | 144966 | 154456.075752797 | -9490.07575279679 |
113 | 43287 | 71294.3766678898 | -28007.3766678898 |
114 | 155754 | 145078.566377133 | 10675.4336228668 |
115 | 164709 | 207585.577571781 | -42876.5775717815 |
116 | 201940 | 193804.411775604 | 8135.58822439632 |
117 | 235454 | 216350.592102989 | 19103.4078970115 |
118 | 220801 | 153892.734163689 | 66908.265836311 |
119 | 99466 | 223365.037290072 | -123899.037290072 |
120 | 92661 | 72054.7822451597 | 20606.2177548403 |
121 | 133328 | 127410.25193636 | 5917.74806363977 |
122 | 61361 | 61269.1029167133 | 91.8970832867524 |
123 | 125930 | 108064.131579313 | 17865.8684206869 |
124 | 100750 | 146480.921167651 | -45730.9211676509 |
125 | 224549 | 243126.082428416 | -18577.082428416 |
126 | 82316 | 80966.4907137624 | 1349.50928623762 |
127 | 102010 | 87325.4478866991 | 14684.5521133009 |
128 | 101523 | 113553.252423738 | -12030.2524237384 |
129 | 243511 | 215761.084990911 | 27749.9150090886 |
130 | 22938 | 23165.385129752 | -227.385129752027 |
131 | 41566 | 34201.1939293973 | 7364.80607060268 |
132 | 152474 | 174606.366395117 | -22132.366395117 |
133 | 61857 | 60329.1001468898 | 1527.89985311018 |
134 | 99923 | 102913.418137279 | -2990.41813727902 |
135 | 132487 | 158766.257116662 | -26279.2571166617 |
136 | 317394 | 339347.286651433 | -21953.2866514333 |
137 | 21054 | 23254.6464477577 | -2200.64644775775 |
138 | 209641 | 197909.617787886 | 11731.3822121135 |
139 | 22648 | 43934.4339668691 | -21286.4339668691 |
140 | 31414 | 44617.7481336835 | -13203.7481336835 |
141 | 46698 | 62741.8992122542 | -16043.8992122542 |
142 | 131698 | 138231.172740174 | -6533.17274017384 |
143 | 91735 | 62210.6429406387 | 29524.3570593613 |
144 | 244749 | 249706.131144659 | -4957.13114465911 |
145 | 184510 | 161905.072565159 | 22604.9274348407 |
146 | 79863 | 70195.8100106124 | 9667.18998938757 |
147 | 128423 | 103483.169854499 | 24939.8301455007 |
148 | 97839 | 125909.111231233 | -28070.1112312326 |
149 | 38214 | 45794.0905894933 | -7580.09058949326 |
150 | 151101 | 150948.1649907 | 152.835009299981 |
151 | 272458 | 251757.127842424 | 20700.872157576 |
152 | 172494 | 234743.286259376 | -62249.2862593756 |
153 | 108043 | 96935.9613932551 | 11107.0386067449 |
154 | 328107 | 297433.686888921 | 30673.3131110787 |
155 | 250579 | 314024.716022853 | -63445.7160228533 |
156 | 351067 | 347412.355047093 | 3654.64495290685 |
157 | 158015 | 191441.319909684 | -33426.3199096838 |
158 | 98866 | 80380.6503983651 | 18485.3496016349 |
159 | 85439 | 129163.898064564 | -43724.8980645642 |
160 | 229242 | 164538.680346236 | 64703.3196537638 |
161 | 351619 | 299807.716314802 | 51811.2836851975 |
162 | 84207 | 66472.4960525785 | 17734.5039474215 |
163 | 120445 | 99742.7930195913 | 20702.2069804087 |
164 | 324598 | 216426.734574519 | 108171.265425481 |
165 | 131069 | 131607.565686944 | -538.565686943744 |
166 | 204271 | 231800.595983606 | -27529.5959836065 |
167 | 165543 | 183858.433090775 | -18315.4330907749 |
168 | 141722 | 120242.609385361 | 21479.3906146389 |
169 | 116048 | 148085.834944108 | -32037.8349441084 |
170 | 250047 | 152905.78017918 | 97141.2198208202 |
171 | 299775 | 198029.227335117 | 101745.772664883 |
172 | 195838 | 211957.003546778 | -16119.0035467783 |
173 | 173260 | 63749.3434538116 | 109510.656546188 |
174 | 254488 | 230042.916724763 | 24445.0832752367 |
175 | 104389 | 152057.742591843 | -47668.7425918432 |
176 | 136084 | 107792.421542034 | 28291.5784579657 |
177 | 199476 | 210342.262392162 | -10866.2623921619 |
178 | 92499 | 80094.382490664 | 12404.617509336 |
179 | 224330 | 251141.991101729 | -26811.9911017287 |
180 | 135781 | 101311.337462493 | 34469.6625375071 |
181 | 74408 | 56305.8955498602 | 18102.1044501398 |
182 | 81240 | 65636.6142291452 | 15603.3857708548 |
183 | 14688 | 23311.5427206449 | -8623.54272064495 |
184 | 181633 | 178722.294084134 | 2910.70591586593 |
185 | 271856 | 279067.816418341 | -7211.81641834083 |
186 | 7199 | 20231.7922207929 | -13032.7922207929 |
187 | 46660 | 49179.865447319 | -2519.86544731904 |
188 | 17547 | 24631.2717184872 | -7084.27171848717 |
189 | 133368 | 128266.406705157 | 5101.59329484282 |
190 | 95227 | 86236.0288990873 | 8990.97110091274 |
191 | 152601 | 113800.432961251 | 38800.5670387487 |
192 | 98146 | 81554.0632125344 | 16591.9367874656 |
193 | 79619 | 70865.8561072968 | 8753.1438927032 |
194 | 59194 | 76773.5299248461 | -17579.5299248461 |
195 | 139942 | 172696.322585489 | -32754.3225854892 |
196 | 118612 | 94817.8498267945 | 23794.1501732055 |
197 | 72880 | 82163.0806058022 | -9283.08060580216 |
198 | 65475 | 80010.4532534481 | -14535.4532534481 |
199 | 99643 | 98652.8072167893 | 990.192783210658 |
200 | 71965 | 80704.5392445137 | -8739.53924451368 |
201 | 77272 | 87991.3291532525 | -10719.3291532525 |
202 | 49289 | 74441.6004173988 | -25152.6004173988 |
203 | 135131 | 86412.1765543549 | 48718.8234456451 |
204 | 108446 | 109001.095652336 | -555.095652335971 |
205 | 89746 | 84668.1776808744 | 5077.82231912557 |
206 | 44296 | 67863.1297622363 | -23567.1297622363 |
207 | 77648 | 74069.8877382024 | 3578.11226179763 |
208 | 181528 | 125005.621688067 | 56522.3783119332 |
209 | 134019 | 106053.11450044 | 27965.8854995602 |
210 | 124064 | 124233.009898417 | -169.009898417427 |
211 | 92630 | 84053.7211051584 | 8576.27889484157 |
212 | 121848 | 90172.5113591035 | 31675.4886408965 |
213 | 52915 | 72990.5311637285 | -20075.5311637285 |
214 | 81872 | 97608.3400426441 | -15736.3400426441 |
215 | 58981 | 65166.9679105638 | -6185.96791056381 |
216 | 53515 | 81929.5205486944 | -28414.5205486944 |
217 | 60812 | 75812.0705498215 | -15000.0705498215 |
218 | 56375 | 74256.9647147762 | -17881.9647147762 |
219 | 65490 | 92217.3174178291 | -26727.3174178291 |
220 | 80949 | 82953.7638734366 | -2004.76387343662 |
221 | 76302 | 99676.2541814861 | -23374.2541814861 |
222 | 104011 | 166686.149873461 | -62675.1498734614 |
223 | 98104 | 104598.311438307 | -6494.31143830715 |
224 | 67989 | 99293.3383753844 | -31304.3383753844 |
225 | 30989 | 53637.3427311365 | -22648.3427311365 |
226 | 135458 | 98611.8980609657 | 36846.1019390343 |
227 | 73504 | 66802.059811046 | 6701.940188954 |
228 | 63123 | 85204.7252453947 | -22081.7252453947 |
229 | 61254 | 55230.563440065 | 6023.43655993496 |
230 | 74914 | 88110.3694039435 | -13196.3694039435 |
231 | 31774 | 52437.2896900839 | -20663.2896900839 |
232 | 81437 | 91102.6206359753 | -9665.62063597532 |
233 | 87186 | 121233.196713605 | -34047.1967136047 |
234 | 50090 | 69581.4382297287 | -19491.4382297287 |
235 | 65745 | 82369.5908958593 | -16624.5908958593 |
236 | 56653 | 72561.0854205742 | -15908.0854205742 |
237 | 158399 | 99059.1756280462 | 59339.8243719538 |
238 | 46455 | 84503.3191535844 | -38048.3191535844 |
239 | 73624 | 85572.3918701665 | -11948.3918701665 |
240 | 38395 | 60409.3997179497 | -22014.3997179497 |
241 | 91899 | 90556.7714938865 | 1342.22850611355 |
242 | 139526 | 128420.060762063 | 11105.9392379369 |
243 | 52164 | 71023.2673699402 | -18859.2673699402 |
244 | 51567 | 64239.0153961355 | -12672.0153961355 |
245 | 70551 | 86288.6166775307 | -15737.6166775307 |
246 | 84856 | 95831.6708988741 | -10975.6708988741 |
247 | 102538 | 100173.71836564 | 2364.28163435963 |
248 | 86678 | 90786.0663400516 | -4108.06634005157 |
249 | 85709 | 60077.1906906815 | 25631.8093093185 |
250 | 34662 | 49921.7729094766 | -15259.7729094766 |
251 | 150580 | 130062.481881534 | 20517.5181184656 |
252 | 99611 | 113826.691599484 | -14215.6915994837 |
253 | 19349 | 28653.6609220017 | -9304.66092200172 |
254 | 99373 | 77545.0351729898 | 21827.9648270102 |
255 | 86230 | 82725.6897102575 | 3504.31028974248 |
256 | 30837 | 26924.2215353586 | 3912.7784646414 |
257 | 31706 | 52875.1963819202 | -21169.1963819202 |
258 | 89806 | 67866.4202125428 | 21939.5797874572 |
259 | 62088 | 69477.9859552886 | -7389.9859552886 |
260 | 40151 | 58547.8328526777 | -18396.8328526777 |
261 | 27634 | 46704.50909304 | -19070.50909304 |
262 | 76990 | 94831.050353954 | -17841.050353954 |
263 | 37460 | 28899.2767535488 | 8560.72324645118 |
264 | 54157 | 71312.9116814063 | -17155.9116814063 |
265 | 49862 | 61836.0404244487 | -11974.0404244487 |
266 | 84337 | 92890.1833619533 | -8553.18336195335 |
267 | 64175 | 86495.5545737935 | -22320.5545737935 |
268 | 59382 | 64186.2712147367 | -4804.27121473675 |
269 | 119308 | 105401.969879173 | 13906.030120827 |
270 | 76702 | 91282.8377557002 | -14580.8377557002 |
271 | 103425 | 90896.6479300914 | 12528.3520699086 |
272 | 70344 | 76781.096712756 | -6437.09671275604 |
273 | 43410 | 15901.8646009603 | 27508.1353990397 |
274 | 104838 | 98171.3429982314 | 6666.65700176857 |
275 | 62215 | 64416.9194983319 | -2201.91949833189 |
276 | 69304 | 66957.31662673 | 2346.68337327002 |
277 | 53117 | 41211.887859978 | 11905.112140022 |
278 | 19764 | 30327.7633051033 | -10563.7633051033 |
279 | 86680 | 94124.7952466501 | -7444.79524665014 |
280 | 84105 | 80923.3917720136 | 3181.60822798645 |
281 | 77945 | 78230.2205211866 | -285.22052118659 |
282 | 89113 | 52348.059498264 | 36764.940501736 |
283 | 91005 | 58593.142611701 | 32411.857388299 |
284 | 40248 | 28917.770088977 | 11330.229911023 |
285 | 64187 | 64384.1075154752 | -197.107515475189 |
286 | 50857 | 63890.330151871 | -13033.330151871 |
287 | 56613 | 49960.119738896 | 6652.88026110395 |
288 | 62792 | 91611.4359122713 | -28819.4359122713 |
289 | 72535 | 89774.7917726361 | -17239.7917726361 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
9 | 0.855179198839105 | 0.28964160232179 | 0.144820801160895 |
10 | 0.752118529489082 | 0.495762941021835 | 0.247881470510918 |
11 | 0.702111949055604 | 0.595776101888791 | 0.297888050944396 |
12 | 0.737455457627119 | 0.525089084745763 | 0.262544542372881 |
13 | 0.667438648047811 | 0.665122703904379 | 0.332561351952189 |
14 | 0.654173553865429 | 0.691652892269142 | 0.345826446134571 |
15 | 0.914894381027815 | 0.17021123794437 | 0.0851056189721851 |
16 | 0.875556684932664 | 0.248886630134672 | 0.124443315067336 |
17 | 0.850367373975633 | 0.299265252048733 | 0.149632626024367 |
18 | 0.804454800127794 | 0.391090399744411 | 0.195545199872206 |
19 | 0.851025785525549 | 0.297948428948901 | 0.148974214474451 |
20 | 0.829591163344342 | 0.340817673311316 | 0.170408836655658 |
21 | 0.80558366795976 | 0.388832664080481 | 0.19441633204024 |
22 | 0.775343035061372 | 0.449313929877257 | 0.224656964938628 |
23 | 0.959008210954084 | 0.0819835780918312 | 0.0409917890459156 |
24 | 0.954090899440556 | 0.0918182011188874 | 0.0459091005594437 |
25 | 0.944596393308119 | 0.110807213383762 | 0.0554036066918808 |
26 | 0.92641969458893 | 0.14716061082214 | 0.0735803054110699 |
27 | 0.903810530692694 | 0.192378938614612 | 0.0961894693073061 |
28 | 0.884982320748527 | 0.230035358502946 | 0.115017679251473 |
29 | 0.879211241776997 | 0.241577516446006 | 0.120788758223003 |
30 | 0.846938424006934 | 0.306123151986132 | 0.153061575993066 |
31 | 0.959616508914448 | 0.0807669821711036 | 0.0403834910855518 |
32 | 0.957110585712469 | 0.0857788285750629 | 0.0428894142875314 |
33 | 0.946699802781168 | 0.106600394437664 | 0.0533001972188319 |
34 | 0.938900416833984 | 0.122199166332032 | 0.0610995831660158 |
35 | 0.932746962526012 | 0.134506074947976 | 0.0672530374739879 |
36 | 0.91611168661483 | 0.167776626770339 | 0.0838883133851696 |
37 | 0.901511725384878 | 0.196976549230243 | 0.0984882746151215 |
38 | 0.919749113377911 | 0.160501773244178 | 0.0802508866220892 |
39 | 0.93979909505166 | 0.120401809896681 | 0.0602009049483404 |
40 | 0.9247328831836 | 0.1505342336328 | 0.0752671168163999 |
41 | 0.905526065745726 | 0.188947868508549 | 0.0944739342542744 |
42 | 0.88313927961886 | 0.233721440762281 | 0.11686072038114 |
43 | 0.862431665595738 | 0.275136668808523 | 0.137568334404262 |
44 | 0.843143769187032 | 0.313712461625935 | 0.156856230812968 |
45 | 0.864043014564398 | 0.271913970871205 | 0.135956985435602 |
46 | 0.837180297253328 | 0.325639405493344 | 0.162819702746672 |
47 | 0.87667848858491 | 0.246643022830181 | 0.12332151141509 |
48 | 0.868078751107999 | 0.263842497784002 | 0.131921248892001 |
49 | 0.84217749684301 | 0.31564500631398 | 0.15782250315699 |
50 | 0.814715469305174 | 0.370569061389653 | 0.185284530694826 |
51 | 0.999987891409354 | 2.42171812912078e-05 | 1.21085906456039e-05 |
52 | 0.999988676773067 | 2.26464538666396e-05 | 1.13232269333198e-05 |
53 | 0.999983825415562 | 3.23491688761208e-05 | 1.61745844380604e-05 |
54 | 0.999975640005214 | 4.87199895723757e-05 | 2.43599947861879e-05 |
55 | 0.99997088257146 | 5.82348570796974e-05 | 2.91174285398487e-05 |
56 | 0.999984162725772 | 3.16745484559503e-05 | 1.58372742279752e-05 |
57 | 0.999976441635942 | 4.7116728115192e-05 | 2.3558364057596e-05 |
58 | 0.999981040487558 | 3.79190248843937e-05 | 1.89595124421968e-05 |
59 | 0.999971350493389 | 5.72990132223457e-05 | 2.86495066111728e-05 |
60 | 0.999956909100547 | 8.61817989064287e-05 | 4.30908994532143e-05 |
61 | 0.999950462115732 | 9.90757685360385e-05 | 4.95378842680192e-05 |
62 | 0.999954180634735 | 9.16387305296371e-05 | 4.58193652648185e-05 |
63 | 0.999991689224712 | 1.66215505759293e-05 | 8.31077528796466e-06 |
64 | 0.999987485761567 | 2.50284768663826e-05 | 1.25142384331913e-05 |
65 | 0.999989806757428 | 2.03864851438299e-05 | 1.01932425719149e-05 |
66 | 0.999988476244693 | 2.30475106144649e-05 | 1.15237553072325e-05 |
67 | 0.999996729081108 | 6.54183778295615e-06 | 3.27091889147807e-06 |
68 | 0.999995037973186 | 9.9240536287382e-06 | 4.9620268143691e-06 |
69 | 0.999994928722889 | 1.01425542210638e-05 | 5.07127711053191e-06 |
70 | 0.999992198996996 | 1.56020060086151e-05 | 7.80100300430753e-06 |
71 | 0.999989506255424 | 2.0987489152836e-05 | 1.0493744576418e-05 |
72 | 0.999986056427576 | 2.78871448477017e-05 | 1.39435724238509e-05 |
73 | 0.999983967981204 | 3.20640375910973e-05 | 1.60320187955487e-05 |
74 | 0.999976555100286 | 4.68897994275824e-05 | 2.34448997137912e-05 |
75 | 0.999969635335433 | 6.07293291342656e-05 | 3.03646645671328e-05 |
76 | 0.999957871691886 | 8.42566162287167e-05 | 4.21283081143584e-05 |
77 | 0.99994708891113 | 0.000105822177740881 | 5.29110888704403e-05 |
78 | 0.999926143053028 | 0.000147713893943554 | 7.3856946971777e-05 |
79 | 0.999897592941257 | 0.00020481411748514 | 0.00010240705874257 |
80 | 0.99985477385629 | 0.000290452287419574 | 0.000145226143709787 |
81 | 0.999795634141603 | 0.000408731716793248 | 0.000204365858396624 |
82 | 0.999751556067343 | 0.000496887865314902 | 0.000248443932657451 |
83 | 0.999963327186054 | 7.33456278928264e-05 | 3.66728139464132e-05 |
84 | 0.999949872916644 | 0.00010025416671178 | 5.01270833558902e-05 |
85 | 0.999955540084124 | 8.89198317509706e-05 | 4.44599158754853e-05 |
86 | 0.999940055560111 | 0.000119888879778611 | 5.99444398893054e-05 |
87 | 0.999914000475062 | 0.000171999049876179 | 8.59995249380896e-05 |
88 | 0.999879372138315 | 0.000241255723368977 | 0.000120627861684489 |
89 | 0.999992482936649 | 1.50341267019373e-05 | 7.51706335096863e-06 |
90 | 0.999988778185727 | 2.24436285454603e-05 | 1.12218142727301e-05 |
91 | 0.999983512040139 | 3.29759197220724e-05 | 1.64879598610362e-05 |
92 | 0.999977214528772 | 4.55709424564828e-05 | 2.27854712282414e-05 |
93 | 0.999976144878176 | 4.77102436480052e-05 | 2.38551218240026e-05 |
94 | 0.999967948343152 | 6.41033136967573e-05 | 3.20516568483786e-05 |
95 | 0.999955490594707 | 8.90188105851513e-05 | 4.45094052925756e-05 |
96 | 0.999996090186858 | 7.81962628410364e-06 | 3.90981314205182e-06 |
97 | 0.999994130440787 | 1.17391184253725e-05 | 5.86955921268625e-06 |
98 | 0.999991813988014 | 1.63720239725572e-05 | 8.18601198627859e-06 |
99 | 0.999989362864834 | 2.12742703323805e-05 | 1.06371351661902e-05 |
100 | 0.999985492968322 | 2.90140633555119e-05 | 1.45070316777559e-05 |
101 | 0.999979266451457 | 4.14670970862313e-05 | 2.07335485431157e-05 |
102 | 0.999985461236047 | 2.90775279053079e-05 | 1.45387639526539e-05 |
103 | 0.999986383988764 | 2.72320224719196e-05 | 1.36160112359598e-05 |
104 | 0.999980423488918 | 3.9153022163565e-05 | 1.95765110817825e-05 |
105 | 0.999981541117154 | 3.69177656910443e-05 | 1.84588828455221e-05 |
106 | 0.999988762415217 | 2.24751695667036e-05 | 1.12375847833518e-05 |
107 | 0.999985265935614 | 2.94681287710816e-05 | 1.47340643855408e-05 |
108 | 0.999978803380923 | 4.23932381542667e-05 | 2.11966190771333e-05 |
109 | 0.999974999869164 | 5.00002616719475e-05 | 2.50001308359737e-05 |
110 | 0.999969483466606 | 6.10330667873178e-05 | 3.05165333936589e-05 |
111 | 0.999978651961982 | 4.26960760353142e-05 | 2.13480380176571e-05 |
112 | 0.999969813470062 | 6.03730598765598e-05 | 3.01865299382799e-05 |
113 | 0.99996608280285 | 6.78343943001782e-05 | 3.39171971500891e-05 |
114 | 0.999953186817947 | 9.36263641056293e-05 | 4.68131820528146e-05 |
115 | 0.999967180660557 | 6.56386788853662e-05 | 3.28193394426831e-05 |
116 | 0.99995360782237 | 9.27843552601992e-05 | 4.63921776300996e-05 |
117 | 0.999940132364553 | 0.000119735270894926 | 5.98676354474629e-05 |
118 | 0.999979183069155 | 4.16338616904541e-05 | 2.0816930845227e-05 |
119 | 0.999999904254961 | 1.91490078130554e-07 | 9.57450390652769e-08 |
120 | 0.999999869364737 | 2.61270525742608e-07 | 1.30635262871304e-07 |
121 | 0.999999795947514 | 4.08104972097502e-07 | 2.04052486048751e-07 |
122 | 0.999999681563126 | 6.36873748401611e-07 | 3.18436874200806e-07 |
123 | 0.999999568948177 | 8.6210364603284e-07 | 4.3105182301642e-07 |
124 | 0.999999805944811 | 3.88110377913848e-07 | 1.94055188956924e-07 |
125 | 0.999999783120246 | 4.33759508025337e-07 | 2.16879754012669e-07 |
126 | 0.999999661734674 | 6.76530651225425e-07 | 3.38265325612712e-07 |
127 | 0.99999950293617 | 9.9412766091241e-07 | 4.97063830456205e-07 |
128 | 0.999999292686487 | 1.41462702652066e-06 | 7.07313513260332e-07 |
129 | 0.999999205650533 | 1.58869893364183e-06 | 7.94349466820916e-07 |
130 | 0.999998788043421 | 2.42391315784953e-06 | 1.21195657892477e-06 |
131 | 0.999998192412927 | 3.61517414664593e-06 | 1.80758707332296e-06 |
132 | 0.999997686184614 | 4.62763077106998e-06 | 2.31381538553499e-06 |
133 | 0.999996528105482 | 6.94378903522054e-06 | 3.47189451761027e-06 |
134 | 0.999994845832163 | 1.0308335674036e-05 | 5.15416783701798e-06 |
135 | 0.999993492769998 | 1.30144600045329e-05 | 6.50723000226645e-06 |
136 | 0.99999192357679 | 1.61528464190054e-05 | 8.07642320950269e-06 |
137 | 0.999988215255975 | 2.3569488050448e-05 | 1.1784744025224e-05 |
138 | 0.999983333823326 | 3.33323533481601e-05 | 1.666617667408e-05 |
139 | 0.999981255361333 | 3.74892773333267e-05 | 1.87446386666634e-05 |
140 | 0.999974510932377 | 5.09781352454549e-05 | 2.54890676227275e-05 |
141 | 0.999965718225492 | 6.85635490159442e-05 | 3.42817745079721e-05 |
142 | 0.999952930616921 | 9.41387661580965e-05 | 4.70693830790483e-05 |
143 | 0.999953427691379 | 9.31446172418439e-05 | 4.65723086209219e-05 |
144 | 0.999934500982011 | 0.000130998035978918 | 6.54990179894592e-05 |
145 | 0.999918588298163 | 0.000162823403673381 | 8.14117018366907e-05 |
146 | 0.999890027053714 | 0.00021994589257233 | 0.000109972946286165 |
147 | 0.999873145879989 | 0.000253708240022374 | 0.000126854120011187 |
148 | 0.999887121557734 | 0.000225756884531217 | 0.000112878442265608 |
149 | 0.999845254696092 | 0.000309490607816802 | 0.000154745303908401 |
150 | 0.999785483881779 | 0.000429032236441459 | 0.000214516118220729 |
151 | 0.99974974414662 | 0.00050051170675944 | 0.00025025585337972 |
152 | 0.999868521867092 | 0.000262956265815466 | 0.000131478132907733 |
153 | 0.999821556392276 | 0.000356887215447179 | 0.000178443607723589 |
154 | 0.999814711198296 | 0.000370577603407549 | 0.000185288801703775 |
155 | 0.999948017682 | 0.000103964636000839 | 5.19823180004194e-05 |
156 | 0.999955859954611 | 8.82800907770296e-05 | 4.41400453885148e-05 |
157 | 0.999961196608728 | 7.7606782544725e-05 | 3.88033912723625e-05 |
158 | 0.999950827679877 | 9.83446402465924e-05 | 4.91723201232962e-05 |
159 | 0.999969286653838 | 6.14266923247552e-05 | 3.07133461623776e-05 |
160 | 0.999987204221348 | 2.55915573031619e-05 | 1.27957786515809e-05 |
161 | 0.999988715261377 | 2.25694772464028e-05 | 1.12847386232014e-05 |
162 | 0.999985445433618 | 2.91091327636155e-05 | 1.45545663818078e-05 |
163 | 0.999981180453788 | 3.76390924244563e-05 | 1.88195462122282e-05 |
164 | 0.999999771803407 | 4.56393186451635e-07 | 2.28196593225818e-07 |
165 | 0.999999648347265 | 7.03305469681218e-07 | 3.51652734840609e-07 |
166 | 0.999999526676086 | 9.46647827931087e-07 | 4.73323913965543e-07 |
167 | 0.99999935118872 | 1.29762255981174e-06 | 6.48811279905868e-07 |
168 | 0.999999100342095 | 1.7993158100288e-06 | 8.99657905014398e-07 |
169 | 0.99999922154391 | 1.55691217942788e-06 | 7.78456089713941e-07 |
170 | 0.999999941013296 | 1.17973408112298e-07 | 5.89867040561489e-08 |
171 | 0.999999999407001 | 1.1859986795198e-09 | 5.929993397599e-10 |
172 | 0.999999999019273 | 1.96145409925242e-09 | 9.80727049626208e-10 |
173 | 0.999999999999879 | 2.42908027335491e-13 | 1.21454013667746e-13 |
174 | 0.999999999999943 | 1.13749912745443e-13 | 5.68749563727216e-14 |
175 | 0.999999999999961 | 7.7434893697267e-14 | 3.87174468486335e-14 |
176 | 0.999999999999968 | 6.32834637467048e-14 | 3.16417318733524e-14 |
177 | 0.999999999999937 | 1.25715883631366e-13 | 6.28579418156829e-14 |
178 | 0.999999999999906 | 1.87455581753537e-13 | 9.37277908767683e-14 |
179 | 0.999999999999897 | 2.06669546623111e-13 | 1.03334773311556e-13 |
180 | 0.999999999999937 | 1.25637762177116e-13 | 6.28188810885579e-14 |
181 | 0.999999999999888 | 2.23681153845916e-13 | 1.11840576922958e-13 |
182 | 0.999999999999808 | 3.83010296488713e-13 | 1.91505148244356e-13 |
183 | 0.999999999999652 | 6.9621770053576e-13 | 3.4810885026788e-13 |
184 | 0.999999999999314 | 1.37248687446219e-12 | 6.86243437231093e-13 |
185 | 0.999999999998632 | 2.735081346005e-12 | 1.3675406730025e-12 |
186 | 0.999999999997877 | 4.2455737884565e-12 | 2.12278689422825e-12 |
187 | 0.999999999995881 | 8.23804751233643e-12 | 4.11902375616822e-12 |
188 | 0.999999999992527 | 1.49466170184734e-11 | 7.47330850923671e-12 |
189 | 0.999999999986085 | 2.78304491583127e-11 | 1.39152245791564e-11 |
190 | 0.999999999981516 | 3.69686452994082e-11 | 1.84843226497041e-11 |
191 | 0.999999999994678 | 1.06446981333851e-11 | 5.32234906669256e-12 |
192 | 0.999999999994432 | 1.11361085298735e-11 | 5.56805426493675e-12 |
193 | 0.99999999998979 | 2.0421009734614e-11 | 1.0210504867307e-11 |
194 | 0.9999999999812 | 3.7599302070867e-11 | 1.87996510354335e-11 |
195 | 0.999999999981043 | 3.79132725960717e-11 | 1.89566362980359e-11 |
196 | 0.999999999974011 | 5.19776611927867e-11 | 2.59888305963933e-11 |
197 | 0.999999999951139 | 9.77224147440899e-11 | 4.88612073720449e-11 |
198 | 0.999999999937906 | 1.24187330072193e-10 | 6.20936650360966e-11 |
199 | 0.999999999882876 | 2.34248651588551e-10 | 1.17124325794276e-10 |
200 | 0.999999999801736 | 3.96527562556696e-10 | 1.98263781278348e-10 |
201 | 0.999999999625845 | 7.48310444658254e-10 | 3.74155222329127e-10 |
202 | 0.9999999994411 | 1.11780026558619e-09 | 5.58900132793096e-10 |
203 | 0.999999999917476 | 1.65048368441669e-10 | 8.25241842208346e-11 |
204 | 0.99999999985711 | 2.85780441874565e-10 | 1.42890220937282e-10 |
205 | 0.99999999976658 | 4.6684039712987e-10 | 2.33420198564935e-10 |
206 | 0.999999999647728 | 7.04543527959218e-10 | 3.52271763979609e-10 |
207 | 0.999999999472656 | 1.05468829442759e-09 | 5.27344147213793e-10 |
208 | 0.999999999971875 | 5.62499974847714e-11 | 2.81249987423857e-11 |
209 | 0.9999999999849 | 3.01998311632181e-11 | 1.50999155816091e-11 |
210 | 0.99999999997296 | 5.4080958744393e-11 | 2.70404793721965e-11 |
211 | 0.999999999951986 | 9.60283987561796e-11 | 4.80141993780898e-11 |
212 | 0.999999999975059 | 4.98814484100199e-11 | 2.49407242050099e-11 |
213 | 0.999999999953375 | 9.32495128039303e-11 | 4.66247564019651e-11 |
214 | 0.999999999907104 | 1.85791524716785e-10 | 9.28957623583924e-11 |
215 | 0.999999999809952 | 3.80096725226818e-10 | 1.90048362613409e-10 |
216 | 0.999999999670778 | 6.58443526833767e-10 | 3.29221763416884e-10 |
217 | 0.999999999393457 | 1.21308572040311e-09 | 6.06542860201556e-10 |
218 | 0.99999999915333 | 1.69333939172295e-09 | 8.46669695861475e-10 |
219 | 0.999999998847207 | 2.30558641825539e-09 | 1.1527932091277e-09 |
220 | 0.999999997739588 | 4.5208231791929e-09 | 2.26041158959645e-09 |
221 | 0.999999996042695 | 7.91461028994975e-09 | 3.95730514497487e-09 |
222 | 0.999999999720593 | 5.58813871198904e-10 | 2.79406935599452e-10 |
223 | 0.999999999410806 | 1.1783887564895e-09 | 5.89194378244749e-10 |
224 | 0.999999999427502 | 1.14499643684947e-09 | 5.72498218424737e-10 |
225 | 0.999999999016748 | 1.96650365461925e-09 | 9.83251827309627e-10 |
226 | 0.999999999772606 | 4.5478743857363e-10 | 2.27393719286815e-10 |
227 | 0.999999999501219 | 9.97562328560307e-10 | 4.98781164280153e-10 |
228 | 0.999999998991049 | 2.01790113958481e-09 | 1.0089505697924e-09 |
229 | 0.999999998552871 | 2.89425865769156e-09 | 1.44712932884578e-09 |
230 | 0.99999999839501 | 3.20997926316872e-09 | 1.60498963158436e-09 |
231 | 0.999999997546044 | 4.90791117430645e-09 | 2.45395558715322e-09 |
232 | 0.999999994980166 | 1.00396671144709e-08 | 5.01983355723547e-09 |
233 | 0.999999999522543 | 9.54914816631825e-10 | 4.77457408315912e-10 |
234 | 0.999999999302793 | 1.39441422880051e-09 | 6.97207114400257e-10 |
235 | 0.999999998464998 | 3.07000312399357e-09 | 1.53500156199678e-09 |
236 | 0.999999996819469 | 6.36106202116904e-09 | 3.18053101058452e-09 |
237 | 0.999999999947957 | 1.04086385346374e-10 | 5.20431926731868e-11 |
238 | 0.999999999968197 | 6.3605389252982e-11 | 3.1802694626491e-11 |
239 | 0.999999999921986 | 1.56028480607037e-10 | 7.80142403035186e-11 |
240 | 0.999999999844862 | 3.10276821341158e-10 | 1.55138410670579e-10 |
241 | 0.999999999606997 | 7.86006857694506e-10 | 3.93003428847253e-10 |
242 | 0.999999999868205 | 2.63590964107312e-10 | 1.31795482053656e-10 |
243 | 0.999999999712399 | 5.75201438751138e-10 | 2.87600719375569e-10 |
244 | 0.999999999290464 | 1.41907148155782e-09 | 7.09535740778911e-10 |
245 | 0.999999998707494 | 2.58501165962133e-09 | 1.29250582981067e-09 |
246 | 0.999999997558208 | 4.88358493216268e-09 | 2.44179246608134e-09 |
247 | 0.999999993869817 | 1.22603663603718e-08 | 6.13018318018588e-09 |
248 | 0.999999991143148 | 1.77137036487871e-08 | 8.85685182439354e-09 |
249 | 0.9999999919497 | 1.61006000083694e-08 | 8.05030000418472e-09 |
250 | 0.999999983717941 | 3.25641180869981e-08 | 1.6282059043499e-08 |
251 | 0.999999970358107 | 5.92837851755436e-08 | 2.96418925877718e-08 |
252 | 0.999999939409054 | 1.21181891853928e-07 | 6.0590945926964e-08 |
253 | 0.999999885285152 | 2.29429696048553e-07 | 1.14714848024276e-07 |
254 | 0.999999933500293 | 1.32999414623426e-07 | 6.64997073117128e-08 |
255 | 0.999999842735412 | 3.14529175333634e-07 | 1.57264587666817e-07 |
256 | 0.999999598325114 | 8.03349772723761e-07 | 4.0167488636188e-07 |
257 | 0.99999967241932 | 6.55161359271557e-07 | 3.27580679635778e-07 |
258 | 0.999999852534415 | 2.94931169913239e-07 | 1.47465584956619e-07 |
259 | 0.999999595352501 | 8.09294998245977e-07 | 4.04647499122988e-07 |
260 | 0.999999664691423 | 6.70617154112311e-07 | 3.35308577056156e-07 |
261 | 0.999999562229608 | 8.75540784929236e-07 | 4.37770392464618e-07 |
262 | 0.99999885626651 | 2.28746697926261e-06 | 1.14373348963131e-06 |
263 | 0.99999685202501 | 6.29594997936717e-06 | 3.14797498968359e-06 |
264 | 0.999991717638954 | 1.65647220913721e-05 | 8.28236104568606e-06 |
265 | 0.999983548143414 | 3.29037131711929e-05 | 1.64518565855964e-05 |
266 | 0.999967402219942 | 6.51955601158764e-05 | 3.25977800579382e-05 |
267 | 0.999926024263419 | 0.000147951473162886 | 7.39757365814428e-05 |
268 | 0.99987431168049 | 0.000251376639020151 | 0.000125688319510075 |
269 | 0.999876485581928 | 0.000247028836143501 | 0.00012351441807175 |
270 | 0.999744626094952 | 0.000510747810096084 | 0.000255373905048042 |
271 | 0.999760340642709 | 0.00047931871458106 | 0.00023965935729053 |
272 | 0.999343889055795 | 0.00131222188840914 | 0.00065611094420457 |
273 | 0.998910759552129 | 0.00217848089574132 | 0.00108924044787066 |
274 | 0.997398047488906 | 0.00520390502218809 | 0.00260195251109405 |
275 | 0.993536029174631 | 0.0129279416507374 | 0.00646397082536871 |
276 | 0.984306719032495 | 0.0313865619350092 | 0.0156932809675046 |
277 | 0.964090532204106 | 0.0718189355917888 | 0.0359094677958944 |
278 | 0.960207460625566 | 0.0795850787488678 | 0.0397925393744339 |
279 | 0.905299815839514 | 0.189400368320971 | 0.0947001841604857 |
280 | 0.829140391589452 | 0.341719216821095 | 0.170859608410548 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 224 | 0.823529411764706 | NOK |
5% type I error level | 226 | 0.830882352941177 | NOK |
10% type I error level | 232 | 0.852941176470588 | NOK |