Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = -17249.9268056517 + 62.0960973852484pageviews[t] + 103.1315018687logins[t] + 1327.96582899866compendiums_reviewed[t] + 477.22008037467totblogs[t] -702.12443754998shared_compendiums[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) | -17249.9268056517 | 4399.79888 | -3.9206 | 0.000111 | 5.5e-05 |
pageviews | 62.0960973852484 | 4.205632 | 14.765 | 0 | 0 |
logins | 103.1315018687 | 77.686214 | 1.3275 | 0.1854 | 0.0927 |
compendiums_reviewed | 1327.96582899866 | 253.551863 | 5.2375 | 0 | 0 |
totblogs | 477.22008037467 | 55.913039 | 8.535 | 0 | 0 |
shared_compendiums | -702.12443754998 | 678.640585 | -1.0346 | 0.301737 | 0.150869 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.937565070169086 |
R-squared | 0.879028260801162 |
Adjusted R-squared | 0.876890950921324 |
F-TEST (value) | 411.277872756448 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 283 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 28890.3442207459 |
Sum Squared Residuals | 236206512941.671 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 183507.216602915 | 27399.7833970852 |
2 | 120982 | 125060.719506381 | -4078.71950638058 |
3 | 176508 | 172130.979422755 | 4377.0205772447 |
4 | 179321 | 228229.276985739 | -48908.2769857385 |
5 | 123185 | 99970.245636106 | 23214.754363894 |
6 | 52746 | 64633.9551259886 | -11887.9551259886 |
7 | 385534 | 292926.616395368 | 92607.3836046321 |
8 | 33170 | 33933.5776817614 | -763.577681761378 |
9 | 101645 | 91235.6922647686 | 10409.3077352314 |
10 | 149061 | 156688.957555107 | -7627.95755510699 |
11 | 165446 | 146409.228967953 | 19036.7710320466 |
12 | 237213 | 212020.28684843 | 25192.7131515704 |
13 | 173326 | 175398.102632056 | -2072.10263205589 |
14 | 133131 | 137237.556136663 | -4106.55613666313 |
15 | 258873 | 238270.218664387 | 20602.781335613 |
16 | 180083 | 161060.238518565 | 19022.7614814351 |
17 | 324799 | 375447.318668685 | -50648.3186686852 |
18 | 230964 | 202765.474108584 | 28198.5258914163 |
19 | 236785 | 211141.118190182 | 25643.8818098182 |
20 | 135473 | 144846.286338508 | -9373.28633850807 |
21 | 202925 | 213699.779799434 | -10774.7797994337 |
22 | 215147 | 215497.131969288 | -350.13196928806 |
23 | 344297 | 225153.206088849 | 119143.793911151 |
24 | 153935 | 125004.580729462 | 28930.4192705379 |
25 | 132943 | 164855.547666869 | -31912.5476668692 |
26 | 174724 | 250349.884040709 | -75625.8840407087 |
27 | 174415 | 210023.072319651 | -35608.0723196508 |
28 | 225548 | 231455.789966919 | -5907.78996691867 |
29 | 223632 | 187354.721385221 | 36277.2786147794 |
30 | 124817 | 120771.354178319 | 4045.64582168069 |
31 | 221698 | 197180.640599429 | 24517.3594005711 |
32 | 210767 | 192803.078647297 | 17963.9213527031 |
33 | 170266 | 198858.101035343 | -28592.1010353433 |
34 | 260561 | 214026.196664592 | 46534.8033354079 |
35 | 84853 | 85974.1196320496 | -1121.11963204957 |
36 | 294424 | 262679.10612942 | 31744.8938705802 |
37 | 101011 | 70268.8073392271 | 30742.1926607729 |
38 | 215641 | 180997.542879627 | 34643.4571203735 |
39 | 325107 | 249970.920357302 | 75136.0796426976 |
40 | 7176 | -3946.81716022757 | 11122.8171602276 |
41 | 167542 | 158026.86330613 | 9515.13669386989 |
42 | 106408 | 77012.562952442 | 29395.437047558 |
43 | 96560 | 146931.132818707 | -50371.1328187067 |
44 | 265769 | 253081.177857519 | 12687.8221424811 |
45 | 269651 | 243163.702270629 | 26487.2977293709 |
46 | 149112 | 150707.113976317 | -1595.11397631669 |
47 | 175824 | 219147.420833567 | -43323.4208335672 |
48 | 152871 | 141688.429636971 | 11182.570363029 |
49 | 111665 | 120089.492957462 | -8424.49295746151 |
50 | 116408 | 189080.929247985 | -72672.9292479855 |
51 | 362301 | 338253.044148331 | 24047.9558516687 |
52 | 78800 | 87230.2980392251 | -8430.29803922513 |
53 | 183167 | 215652.324168603 | -32485.3241686033 |
54 | 277965 | 320090.037388603 | -42125.0373886034 |
55 | 150629 | 189300.842224145 | -38671.8422241453 |
56 | 168809 | 163278.771526725 | 5530.22847327536 |
57 | 24188 | 24677.2974208977 | -489.297420897665 |
58 | 329267 | 262825.342750683 | 66441.6572493172 |
59 | 65029 | 61117.1896028352 | 3911.81039716485 |
60 | 101097 | 94631.9094846633 | 6465.09051533668 |
61 | 218946 | 222854.35918532 | -3908.35918531957 |
62 | 244052 | 241287.193093415 | 2764.80690658509 |
63 | 341570 | 377252.186199997 | -35682.1861999966 |
64 | 103597 | 89188.6389832687 | 14408.3610167313 |
65 | 233328 | 307083.357307263 | -73755.3573072627 |
66 | 256462 | 241791.818388805 | 14670.1816111946 |
67 | 206161 | 161128.921528371 | 45032.0784716292 |
68 | 311473 | 304776.373789031 | 6696.62621096942 |
69 | 235800 | 256418.792254746 | -20618.792254746 |
70 | 177939 | 191915.322544846 | -13976.3225448463 |
71 | 207176 | 196382.191761332 | 10793.8082386682 |
72 | 196553 | 153404.913041504 | 43148.0869584956 |
73 | 174184 | 150616.475020186 | 23567.5249798137 |
74 | 143246 | 173015.923933082 | -29769.9239330824 |
75 | 187559 | 227468.472509733 | -39909.4725097327 |
76 | 187681 | 206510.418567434 | -18829.4185674338 |
77 | 119016 | 131583.741004834 | -12567.741004834 |
78 | 182192 | 195454.135493376 | -13262.1354933761 |
79 | 73566 | 79763.0656702097 | -6197.06567020967 |
80 | 194979 | 186370.57867121 | 8608.42132879029 |
81 | 167488 | 164216.478829144 | 3271.52117085634 |
82 | 143756 | 177443.868724453 | -33687.8687244531 |
83 | 275541 | 198068.394104452 | 77472.6058955476 |
84 | 243199 | 201379.815291003 | 41819.1847089971 |
85 | 182999 | 150370.2992912 | 32628.7007088001 |
86 | 135649 | 159790.792082156 | -24141.7920821557 |
87 | 152299 | 156484.099545873 | -4185.09954587298 |
88 | 120221 | 126390.920399781 | -6169.92039978142 |
89 | 346485 | 283231.988582879 | 63253.0114171206 |
90 | 145790 | 120178.770488901 | 25611.2295110986 |
91 | 193339 | 205242.900914137 | -11903.900914137 |
92 | 80953 | 77654.4567599521 | 3298.5432400479 |
93 | 122774 | 134854.057919725 | -12080.0579197247 |
94 | 130585 | 131370.823091667 | -785.823091666658 |
95 | 112611 | 94628.3884589002 | 17982.6115410998 |
96 | 286468 | 252011.435675743 | 34456.5643242572 |
97 | 241066 | 202378.606703082 | 38687.3932969181 |
98 | 148446 | 267446.102713981 | -119000.102713981 |
99 | 204713 | 185081.367184976 | 19631.6328150239 |
100 | 182079 | 212807.209145291 | -30728.2091452908 |
101 | 140344 | 138901.59799858 | 1442.40200142033 |
102 | 220516 | 229052.31430389 | -8536.31430389032 |
103 | 243060 | 202741.353771302 | 40318.646228698 |
104 | 162765 | 155305.794117504 | 7459.2058824956 |
105 | 182613 | 177964.220962771 | 4648.77903722884 |
106 | 232138 | 222568.747601357 | 9569.25239864332 |
107 | 265318 | 296789.917101597 | -31471.9171015974 |
108 | 85574 | 111904.935267689 | -26330.9352676893 |
109 | 310839 | 311372.548077113 | -533.548077112701 |
110 | 225060 | 206465.642804391 | 18594.3571956086 |
111 | 232317 | 234840.970300044 | -2523.97030004357 |
112 | 144966 | 149855.371392638 | -4889.3713926377 |
113 | 43287 | 67382.4017855632 | -24095.4017855632 |
114 | 155754 | 155862.477247951 | -108.47724795125 |
115 | 164709 | 216434.117646914 | -51725.117646914 |
116 | 201940 | 197756.238653427 | 4183.76134657323 |
117 | 235454 | 221680.265459144 | 13773.7345408556 |
118 | 220801 | 175577.62613015 | 45223.3738698499 |
119 | 99466 | 98968.9558900665 | 497.044109933459 |
120 | 92661 | 128258.767440923 | -35597.7674409234 |
121 | 133328 | 144256.502363624 | -10928.5023636239 |
122 | 61361 | 94170.7887121142 | -32809.7887121142 |
123 | 125930 | 169457.056103492 | -43527.0561034918 |
124 | 100750 | 137238.381611089 | -36488.3816110887 |
125 | 224549 | 158597.631308869 | 65951.3686911314 |
126 | 82316 | 60240.0890225974 | 22075.9109774026 |
127 | 102010 | 84397.134958163 | 17612.865041837 |
128 | 101523 | 131551.806493315 | -30028.8064933152 |
129 | 243511 | 228123.178330225 | 15387.8216697748 |
130 | 22938 | 14638.3490037875 | 8299.65099621253 |
131 | 41566 | 43010.3163039143 | -1444.31630391427 |
132 | 152474 | 179811.991764936 | -27337.9917649364 |
133 | 61857 | 43400.5809745236 | 18456.4190254764 |
134 | 99923 | 163382.862538011 | -63459.8625380111 |
135 | 132487 | 163323.012744217 | -30836.0127442168 |
136 | 317394 | 272907.827366446 | 44486.1726335536 |
137 | 21054 | 10340.2472338373 | 10713.7527661627 |
138 | 209641 | 163700.042377627 | 45940.9576223733 |
139 | 22648 | 51448.7697343077 | -28800.7697343077 |
140 | 31414 | 41826.0292224316 | -10412.0292224316 |
141 | 46698 | 61012.5055888665 | -14314.5055888665 |
142 | 131698 | 156477.965832771 | -24779.965832771 |
143 | 91735 | 82145.044061485 | 9589.95593851502 |
144 | 244749 | 250762.784314358 | -6013.78431435787 |
145 | 184510 | 174865.657874443 | 9644.3421255568 |
146 | 79863 | 119800.682765546 | -39937.682765546 |
147 | 128423 | 126139.819460822 | 2283.1805391783 |
148 | 97839 | 123592.86613874 | -25753.8661387398 |
149 | 38214 | 39786.3754906892 | -1572.37549068923 |
150 | 151101 | 147970.146899684 | 3130.85310031573 |
151 | 272458 | 243075.360149204 | 29382.6398507958 |
152 | 172494 | 176720.036662556 | -4226.036662556 |
153 | 108043 | 113883.760997689 | -5840.76099768915 |
154 | 328107 | 286431.78195847 | 41675.2180415297 |
155 | 250579 | 229504.150911639 | 21074.8490883606 |
156 | 351067 | 332337.888382916 | 18729.111617084 |
157 | 158015 | 126351.283296742 | 31663.7167032576 |
158 | 98866 | 91552.8632520644 | 7313.13674793564 |
159 | 85439 | 101311.908202888 | -15872.9082028876 |
160 | 229242 | 225273.873222549 | 3968.12677745085 |
161 | 351619 | 350408.355682475 | 1210.64431752527 |
162 | 84207 | 87852.5945636789 | -3645.59456367891 |
163 | 120445 | 131358.758255087 | -10913.7582550867 |
164 | 324598 | 309194.918335982 | 15403.081664018 |
165 | 131069 | 158165.053035553 | -27096.0530355527 |
166 | 204271 | 178774.432528966 | 25496.5674710336 |
167 | 165543 | 193661.054123114 | -28118.0541231143 |
168 | 141722 | 136876.842611499 | 4845.15738850116 |
169 | 116048 | 103763.138923218 | 12284.8610767817 |
170 | 250047 | 157987.977270036 | 92059.0227299638 |
171 | 299775 | 283740.733186078 | 16034.2668139221 |
172 | 195838 | 225559.531643588 | -29721.5316435878 |
173 | 173260 | 148552.126292999 | 24707.873707001 |
174 | 254488 | 244547.518890548 | 9940.48110945206 |
175 | 104389 | 165809.112053386 | -61420.1120533858 |
176 | 136084 | 120121.922818915 | 15962.0771810845 |
177 | 199476 | 226431.516209031 | -26955.5162090308 |
178 | 92499 | 79649.6374512145 | 12849.3625487855 |
179 | 224330 | 238167.988875891 | -13837.9888758915 |
180 | 135781 | 94842.3109351263 | 40938.6890648737 |
181 | 74408 | 95748.139694762 | -21340.139694762 |
182 | 81240 | 117503.499979772 | -36263.4999797722 |
183 | 14688 | -978.619226344914 | 15666.6192263449 |
184 | 181633 | 176365.212234719 | 5267.78776528078 |
185 | 271856 | 264696.881807569 | 7159.11819243146 |
186 | 7199 | -4494.43810888763 | 11693.4381088876 |
187 | 46660 | 27089.9435821941 | 19570.0564178059 |
188 | 17547 | -5219.09349486549 | 22766.0934948655 |
189 | 133368 | 135507.964203454 | -2139.96420345382 |
190 | 95227 | 93875.3095543954 | 1351.69044560462 |
191 | 152601 | 127211.517240027 | 25389.4827599725 |
192 | 98146 | 79345.6606255019 | 18800.3393744981 |
193 | 79619 | 106085.344720947 | -26466.3447209471 |
194 | 59194 | 104744.256594656 | -45550.2565946559 |
195 | 139942 | 133554.980307087 | 6387.01969291282 |
196 | 118612 | 130664.434977292 | -12052.4349772923 |
197 | 72880 | 77913.8338154341 | -5033.83381543415 |
198 | 65475 | 65441.2676201621 | 33.7323798378796 |
199 | 99643 | 125820.794215704 | -26177.7942157042 |
200 | 71965 | 92585.1764319323 | -20620.1764319322 |
201 | 77272 | 76764.1102466914 | 507.889753308634 |
202 | 49289 | 57180.5832608608 | -7891.5832608608 |
203 | 135131 | 113054.832809002 | 22076.1671909983 |
204 | 108446 | 99244.1519498904 | 9201.84805010959 |
205 | 89746 | 120842.346048148 | -31096.3460481478 |
206 | 44296 | 53133.2859898972 | -8837.28598989722 |
207 | 77648 | 88443.8565079993 | -10795.8565079993 |
208 | 181528 | 127872.34569967 | 53655.6543003302 |
209 | 134019 | 109972.531116081 | 24046.4688839189 |
210 | 124064 | 109365.153731113 | 14698.8462688867 |
211 | 92630 | 83832.9619113501 | 8797.03808864986 |
212 | 121848 | 106844.246374053 | 15003.7536259469 |
213 | 52915 | 58092.7088490101 | -5177.70884901009 |
214 | 81872 | 64385.7921057999 | 17486.2078942001 |
215 | 58981 | 87636.8033912268 | -28655.8033912268 |
216 | 53515 | 67035.3879606211 | -13520.3879606211 |
217 | 60812 | 86879.3427990849 | -26067.3427990849 |
218 | 56375 | 53420.283548871 | 2954.71645112901 |
219 | 65490 | 59829.1994553406 | 5660.80054465936 |
220 | 80949 | 46806.6323655339 | 34142.3676344661 |
221 | 76302 | 90040.3458829376 | -13738.3458829376 |
222 | 104011 | 133629.055867939 | -29618.0558679394 |
223 | 98104 | 169114.117423602 | -71010.1174236018 |
224 | 67989 | 67868.0108841565 | 120.989115843469 |
225 | 30989 | 28323.5791086952 | 2665.42089130481 |
226 | 135458 | 148865.950451753 | -13407.9504517528 |
227 | 73504 | 61018.481025921 | 12485.518974079 |
228 | 63123 | 99268.7084676782 | -36145.7084676782 |
229 | 61254 | 100981.614644879 | -39727.6146448793 |
230 | 74914 | 120805.272034614 | -45891.2720346141 |
231 | 31774 | 45991.7415506917 | -14217.7415506917 |
232 | 81437 | 94534.0838291017 | -13097.0838291017 |
233 | 87186 | 121037.375902091 | -33851.3759020913 |
234 | 50090 | 62053.388031298 | -11963.388031298 |
235 | 65745 | 99801.9684005037 | -34056.9684005037 |
236 | 56653 | 67048.6237663239 | -10395.6237663239 |
237 | 158399 | 101099.005794788 | 57299.9942052124 |
238 | 46455 | 65590.5668898663 | -19135.5668898663 |
239 | 73624 | 88687.7171416641 | -15063.7171416641 |
240 | 38395 | 61919.6661278494 | -23524.6661278494 |
241 | 91899 | 89153.3071205504 | 2745.69287944959 |
242 | 139526 | 169206.031201767 | -29680.0312017668 |
243 | 52164 | 70334.1348030316 | -18170.1348030316 |
244 | 51567 | 55661.185479229 | -4094.18547922901 |
245 | 70551 | 75854.6915594412 | -5303.69155944115 |
246 | 84856 | 92443.2030512255 | -7587.20305122547 |
247 | 102538 | 135015.293167374 | -32477.2931673737 |
248 | 86678 | 59162.5308074205 | 27515.4691925795 |
249 | 85709 | 75473.8123283563 | 10235.1876716437 |
250 | 34662 | 42491.2161581002 | -7829.21615810018 |
251 | 150580 | 137685.497735063 | 12894.5022649373 |
252 | 99611 | 100995.210141271 | -1384.21014127088 |
253 | 19349 | 5678.9002886732 | 13670.0997113268 |
254 | 99373 | 99162.3702564155 | 210.629743584463 |
255 | 86230 | 92292.3996098794 | -6062.39960987941 |
256 | 30837 | 20850.9980514287 | 9986.00194857132 |
257 | 31706 | 42813.2869073216 | -11107.2869073216 |
258 | 89806 | 72164.9889577202 | 17641.0110422798 |
259 | 62088 | 50218.24718614 | 11869.75281386 |
260 | 40151 | 32875.769034603 | 7275.23096539702 |
261 | 27634 | 42428.9208647492 | -14794.9208647492 |
262 | 76990 | 78013.0024126078 | -1023.00241260782 |
263 | 37460 | 28101.4780056778 | 9358.52199432225 |
264 | 54157 | 66809.1039639195 | -12652.1039639195 |
265 | 49862 | 59983.7169758642 | -10121.7169758642 |
266 | 84337 | 75373.7323623112 | 8963.26763768884 |
267 | 64175 | 84954.0858021753 | -20779.0858021753 |
268 | 59382 | 66655.10600669 | -7273.10600669002 |
269 | 119308 | 68650.5553396214 | 50657.4446603786 |
270 | 76702 | 99268.7001995217 | -22566.7001995217 |
271 | 103425 | 126386.412029684 | -22961.4120296839 |
272 | 70344 | 58635.4076414055 | 11708.5923585945 |
273 | 43410 | 34825.5214049502 | 8584.47859504979 |
274 | 104838 | 99243.7361046478 | 5594.26389535217 |
275 | 62215 | 53447.3503465002 | 8767.64965349982 |
276 | 69304 | 84568.9902138729 | -15264.9902138729 |
277 | 53117 | 39008.2591816054 | 14108.7408183946 |
278 | 19764 | 8411.04699576256 | 11352.9530042374 |
279 | 86680 | 94754.9174453796 | -8074.91744537959 |
280 | 84105 | 69130.0444408255 | 14974.9555591745 |
281 | 77945 | 79979.2109524123 | -2034.21095241229 |
282 | 89113 | 67150.4915804035 | 21962.5084195965 |
283 | 91005 | 87865.2073969784 | 3139.79260302162 |
284 | 40248 | 24659.9760043514 | 15588.0239956486 |
285 | 64187 | 51897.1924142327 | 12289.8075857673 |
286 | 50857 | 81733.4374663866 | -30876.4374663866 |
287 | 56613 | 58435.2622848008 | -1822.26228480076 |
288 | 62792 | 87645.7547023421 | -24853.7547023421 |
289 | 72535 | 70976.9002347689 | 1558.09976523112 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
9 | 0.337168528276727 | 0.674337056553454 | 0.662831471723273 |
10 | 0.843398294515568 | 0.313203410968865 | 0.156601705484432 |
11 | 0.774469680956159 | 0.451060638087681 | 0.225530319043841 |
12 | 0.83138069223304 | 0.33723861553392 | 0.16861930776696 |
13 | 0.774054768136906 | 0.451890463726187 | 0.225945231863094 |
14 | 0.689431915049303 | 0.621136169901394 | 0.310568084950697 |
15 | 0.613685135102283 | 0.772629729795433 | 0.386314864897717 |
16 | 0.574129544238145 | 0.85174091152371 | 0.425870455761855 |
17 | 0.747510874989014 | 0.504978250021972 | 0.252489125010986 |
18 | 0.682789522459163 | 0.634420955081675 | 0.317210477540837 |
19 | 0.71233663031512 | 0.575326739369761 | 0.28766336968488 |
20 | 0.731321091113294 | 0.537357817773412 | 0.268678908886706 |
21 | 0.708193585031927 | 0.583612829936146 | 0.291806414968073 |
22 | 0.642978731597693 | 0.714042536804614 | 0.357021268402307 |
23 | 0.979503598172166 | 0.0409928036556682 | 0.0204964018278341 |
24 | 0.971898480294246 | 0.0562030394115079 | 0.0281015197057539 |
25 | 0.970234252355924 | 0.0595314952881517 | 0.0297657476440759 |
26 | 0.996838795368398 | 0.00632240926320484 | 0.00316120463160242 |
27 | 0.996652759791835 | 0.00669448041632974 | 0.00334724020816487 |
28 | 0.995109785724791 | 0.00978042855041869 | 0.00489021427520935 |
29 | 0.99615488492712 | 0.00769023014576067 | 0.00384511507288033 |
30 | 0.994231887646834 | 0.0115362247063328 | 0.00576811235316641 |
31 | 0.992249984997574 | 0.0155000300048512 | 0.0077500150024256 |
32 | 0.989618536551204 | 0.0207629268975918 | 0.0103814634487959 |
33 | 0.987172587744417 | 0.0256548245111659 | 0.012827412255583 |
34 | 0.994129532377407 | 0.0117409352451869 | 0.00587046762259343 |
35 | 0.991637119092181 | 0.0167257618156372 | 0.00836288090781859 |
36 | 0.989233955074376 | 0.0215320898512473 | 0.0107660449256237 |
37 | 0.986312052595355 | 0.0273758948092907 | 0.0136879474046453 |
38 | 0.984809638254768 | 0.0303807234904637 | 0.0151903617452318 |
39 | 0.996145165745466 | 0.0077096685090686 | 0.0038548342545343 |
40 | 0.994846299813751 | 0.0103074003724972 | 0.00515370018624862 |
41 | 0.992826210573105 | 0.0143475788537895 | 0.00717378942689476 |
42 | 0.99084028513719 | 0.0183194297256203 | 0.00915971486281016 |
43 | 0.996477275200146 | 0.00704544959970831 | 0.00352272479985416 |
44 | 0.995821127005438 | 0.0083577459891249 | 0.00417887299456245 |
45 | 0.994554261614019 | 0.0108914767719615 | 0.00544573838598075 |
46 | 0.992481335632306 | 0.0150373287353876 | 0.00751866436769381 |
47 | 0.995517081051398 | 0.00896583789720451 | 0.00448291894860226 |
48 | 0.993993882994628 | 0.0120122340107435 | 0.00600611700537174 |
49 | 0.992370910291245 | 0.0152581794175108 | 0.00762908970875539 |
50 | 0.997477336226891 | 0.00504532754621803 | 0.00252266377310902 |
51 | 0.997188558045044 | 0.00562288390991187 | 0.00281144195495593 |
52 | 0.996139773502628 | 0.00772045299474412 | 0.00386022649737206 |
53 | 0.996702128381065 | 0.00659574323787074 | 0.00329787161893537 |
54 | 0.998422327142723 | 0.00315534571455402 | 0.00157767285727701 |
55 | 0.998991480995502 | 0.00201703800899535 | 0.00100851900449767 |
56 | 0.998584336008044 | 0.00283132798391135 | 0.00141566399195568 |
57 | 0.99815193427383 | 0.00369613145234063 | 0.00184806572617032 |
58 | 0.99930621038797 | 0.00138757922405922 | 0.00069378961202961 |
59 | 0.999021650794209 | 0.00195669841158122 | 0.000978349205790608 |
60 | 0.998650855810782 | 0.00269828837843564 | 0.00134914418921782 |
61 | 0.998156666584617 | 0.00368666683076541 | 0.0018433334153827 |
62 | 0.997481320840193 | 0.00503735831961354 | 0.00251867915980677 |
63 | 0.998275447258397 | 0.00344910548320644 | 0.00172455274160322 |
64 | 0.997755465067904 | 0.00448906986419198 | 0.00224453493209599 |
65 | 0.99981380177823 | 0.000372396443540152 | 0.000186198221770076 |
66 | 0.999745346126168 | 0.000509307747664979 | 0.00025465387383249 |
67 | 0.999830235886615 | 0.000339528226770137 | 0.000169764113385068 |
68 | 0.999759551135118 | 0.000480897729763706 | 0.000240448864881853 |
69 | 0.999720051027726 | 0.000559897944547363 | 0.000279948972273682 |
70 | 0.999630658217619 | 0.000738683564762391 | 0.000369341782381196 |
71 | 0.999499876298087 | 0.00100024740382541 | 0.000500123701912704 |
72 | 0.999609806622207 | 0.000780386755586958 | 0.000390193377793479 |
73 | 0.999527335277638 | 0.000945329444724177 | 0.000472664722362089 |
74 | 0.999569333309593 | 0.000861333380814601 | 0.000430666690407301 |
75 | 0.999658420457265 | 0.000683159085470449 | 0.000341579542735224 |
76 | 0.999592844000244 | 0.000814311999512139 | 0.00040715599975607 |
77 | 0.999475478127224 | 0.0010490437455522 | 0.000524521872776101 |
78 | 0.999299320841156 | 0.00140135831768781 | 0.000700679158843906 |
79 | 0.999058610705332 | 0.00188277858933656 | 0.000941389294668279 |
80 | 0.99875425899817 | 0.00249148200365903 | 0.00124574100182952 |
81 | 0.998323119292977 | 0.00335376141404675 | 0.00167688070702338 |
82 | 0.998517684358683 | 0.00296463128263437 | 0.00148231564131718 |
83 | 0.999745056465883 | 0.000509887068234445 | 0.000254943534117222 |
84 | 0.999806826951734 | 0.000386346096532015 | 0.000193173048266007 |
85 | 0.999817584932104 | 0.000364830135791645 | 0.000182415067895823 |
86 | 0.999800358402406 | 0.000399283195188902 | 0.000199641597594451 |
87 | 0.999724913447352 | 0.000550173105296346 | 0.000275086552648173 |
88 | 0.999627324893132 | 0.000745350213735301 | 0.00037267510686765 |
89 | 0.99988144305842 | 0.000237113883160006 | 0.000118556941580003 |
90 | 0.999867732974762 | 0.000264534050476865 | 0.000132267025238432 |
91 | 0.999826605169443 | 0.000346789661113662 | 0.000173394830556831 |
92 | 0.999758216747484 | 0.000483566505031334 | 0.000241783252515667 |
93 | 0.999690210366068 | 0.00061957926786305 | 0.000309789633931525 |
94 | 0.999576547919027 | 0.000846904161946902 | 0.000423452080973451 |
95 | 0.999468016371562 | 0.00106396725687523 | 0.000531983628437617 |
96 | 0.999499504072142 | 0.00100099185571576 | 0.000500495927857881 |
97 | 0.999590665770402 | 0.000818668459196414 | 0.000409334229598207 |
98 | 0.999998515711738 | 2.9685765248052e-06 | 1.4842882624026e-06 |
99 | 0.999998108025495 | 3.78394900973085e-06 | 1.89197450486543e-06 |
100 | 0.999998105042324 | 3.78991535156042e-06 | 1.89495767578021e-06 |
101 | 0.999997145383889 | 5.70923222225034e-06 | 2.85461611112517e-06 |
102 | 0.999995856488496 | 8.2870230086242e-06 | 4.1435115043121e-06 |
103 | 0.999997215425842 | 5.56914831595673e-06 | 2.78457415797837e-06 |
104 | 0.999995919643655 | 8.16071269084378e-06 | 4.08035634542189e-06 |
105 | 0.999994001554737 | 1.19968905263142e-05 | 5.99844526315708e-06 |
106 | 0.999991559079296 | 1.68818414086247e-05 | 8.44092070431233e-06 |
107 | 0.999990981439619 | 1.80371207628866e-05 | 9.01856038144332e-06 |
108 | 0.999991029923929 | 1.79401521425357e-05 | 8.97007607126784e-06 |
109 | 0.999986997928298 | 2.60041434034945e-05 | 1.30020717017473e-05 |
110 | 0.999984655865661 | 3.06882686787546e-05 | 1.53441343393773e-05 |
111 | 0.999977729916501 | 4.45401669973789e-05 | 2.22700834986895e-05 |
112 | 0.999970532167737 | 5.89356645265262e-05 | 2.94678322632631e-05 |
113 | 0.999967949926451 | 6.41001470970852e-05 | 3.20500735485426e-05 |
114 | 0.999954173413904 | 9.16531721915571e-05 | 4.58265860957785e-05 |
115 | 0.999979043456444 | 4.19130871127202e-05 | 2.09565435563601e-05 |
116 | 0.99996988324581 | 6.02335083807231e-05 | 3.01167541903615e-05 |
117 | 0.999960010333506 | 7.9979332987263e-05 | 3.99896664936315e-05 |
118 | 0.999974944271455 | 5.01114570902811e-05 | 2.50557285451406e-05 |
119 | 0.999964321544242 | 7.13569115164909e-05 | 3.56784557582455e-05 |
120 | 0.99997216244556 | 5.56751088798001e-05 | 2.78375544399e-05 |
121 | 0.99996270710281 | 7.45857943803731e-05 | 3.72928971901866e-05 |
122 | 0.999968156439444 | 6.36871211119582e-05 | 3.18435605559791e-05 |
123 | 0.999980767426991 | 3.84651460185994e-05 | 1.92325730092997e-05 |
124 | 0.9999843478077 | 3.13043845996174e-05 | 1.56521922998087e-05 |
125 | 0.999997310816411 | 5.37836717862081e-06 | 2.68918358931041e-06 |
126 | 0.999996821683061 | 6.3566338771823e-06 | 3.17831693859115e-06 |
127 | 0.999995928181369 | 8.14363726146371e-06 | 4.07181863073186e-06 |
128 | 0.999996218874375 | 7.562251249245e-06 | 3.7811256246225e-06 |
129 | 0.999995108537749 | 9.78292450209679e-06 | 4.89146225104839e-06 |
130 | 0.999992868439622 | 1.42631207551866e-05 | 7.13156037759328e-06 |
131 | 0.999989623585502 | 2.07528289957475e-05 | 1.03764144978738e-05 |
132 | 0.999989238566654 | 2.15228666916457e-05 | 1.07614333458228e-05 |
133 | 0.999986927411416 | 2.61451771674332e-05 | 1.30725885837166e-05 |
134 | 0.999997700268746 | 4.59946250886446e-06 | 2.29973125443223e-06 |
135 | 0.999997878262217 | 4.24347556673744e-06 | 2.12173778336872e-06 |
136 | 0.999998913198221 | 2.17360355803456e-06 | 1.08680177901728e-06 |
137 | 0.99999843573648 | 3.12852704097038e-06 | 1.56426352048519e-06 |
138 | 0.999999367560098 | 1.26487980340951e-06 | 6.32439901704753e-07 |
139 | 0.9999994012517 | 1.19749660016401e-06 | 5.98748300082005e-07 |
140 | 0.999999127158702 | 1.74568259565021e-06 | 8.72841297825106e-07 |
141 | 0.999998828405413 | 2.34318917450798e-06 | 1.17159458725399e-06 |
142 | 0.999998763621497 | 2.47275700595978e-06 | 1.23637850297989e-06 |
143 | 0.999998176158465 | 3.64768306940764e-06 | 1.82384153470382e-06 |
144 | 0.999997331201602 | 5.33759679634216e-06 | 2.66879839817108e-06 |
145 | 0.999996655659498 | 6.68868100331911e-06 | 3.34434050165955e-06 |
146 | 0.999998126765739 | 3.74646852169692e-06 | 1.87323426084846e-06 |
147 | 0.999997522851295 | 4.9542974108351e-06 | 2.47714870541755e-06 |
148 | 0.999997172633973 | 5.65473205431863e-06 | 2.82736602715931e-06 |
149 | 0.999995758808868 | 8.48238226330367e-06 | 4.24119113165183e-06 |
150 | 0.999993724217706 | 1.25515645885168e-05 | 6.27578229425841e-06 |
151 | 0.99999400368457 | 1.19926308595852e-05 | 5.99631542979259e-06 |
152 | 0.999991237927236 | 1.7524145528351e-05 | 8.76207276417548e-06 |
153 | 0.999987453792782 | 2.50924144356038e-05 | 1.25462072178019e-05 |
154 | 0.999993358884985 | 1.32822300300681e-05 | 6.64111501503403e-06 |
155 | 0.999993026897606 | 1.39462047888066e-05 | 6.9731023944033e-06 |
156 | 0.999994033804717 | 1.19323905670389e-05 | 5.96619528351946e-06 |
157 | 0.999996117449868 | 7.76510026413588e-06 | 3.88255013206794e-06 |
158 | 0.999994362881004 | 1.12742379911211e-05 | 5.63711899556053e-06 |
159 | 0.999992334852847 | 1.53302943055526e-05 | 7.66514715277628e-06 |
160 | 0.999989058052872 | 2.188389425564e-05 | 1.094194712782e-05 |
161 | 0.999984979811705 | 3.00403765906598e-05 | 1.50201882953299e-05 |
162 | 0.99998135383246 | 3.72923350803893e-05 | 1.86461675401947e-05 |
163 | 0.999974755439426 | 5.0489121147947e-05 | 2.52445605739735e-05 |
164 | 0.999968537546603 | 6.29249067933614e-05 | 3.14624533966807e-05 |
165 | 0.999962132865963 | 7.57342680738347e-05 | 3.78671340369174e-05 |
166 | 0.999974788963181 | 5.042207363789e-05 | 2.5211036818945e-05 |
167 | 0.999969145064726 | 6.17098705470253e-05 | 3.08549352735126e-05 |
168 | 0.999956792078771 | 8.64158424577297e-05 | 4.32079212288648e-05 |
169 | 0.999945249351436 | 0.000109501297128516 | 5.47506485642582e-05 |
170 | 0.99999929906992 | 1.40186016040158e-06 | 7.00930080200791e-07 |
171 | 0.999999557764005 | 8.84471990367791e-07 | 4.42235995183896e-07 |
172 | 0.99999940051663 | 1.1989667399264e-06 | 5.99483369963198e-07 |
173 | 0.999999536151576 | 9.27696848355361e-07 | 4.63848424177681e-07 |
174 | 0.999999889593565 | 2.20812869457055e-07 | 1.10406434728527e-07 |
175 | 0.999999943288624 | 1.13422752613164e-07 | 5.6711376306582e-08 |
176 | 0.999999928989468 | 1.42021063924849e-07 | 7.10105319624247e-08 |
177 | 0.999999896689528 | 2.06620943265753e-07 | 1.03310471632876e-07 |
178 | 0.999999850377386 | 2.99245227032057e-07 | 1.49622613516028e-07 |
179 | 0.999999788105817 | 4.23788366291724e-07 | 2.11894183145862e-07 |
180 | 0.999999936847474 | 1.26305052304683e-07 | 6.31525261523417e-08 |
181 | 0.999999911743249 | 1.76513502565396e-07 | 8.82567512826982e-08 |
182 | 0.999999947874827 | 1.04250346576972e-07 | 5.21251732884858e-08 |
183 | 0.999999916141292 | 1.67717414993538e-07 | 8.38587074967691e-08 |
184 | 0.999999919626644 | 1.60746711095253e-07 | 8.03733555476266e-08 |
185 | 0.999999981744629 | 3.65107421888193e-08 | 1.82553710944097e-08 |
186 | 0.999999970075031 | 5.9849937539898e-08 | 2.9924968769949e-08 |
187 | 0.999999952717266 | 9.45654672788271e-08 | 4.72827336394136e-08 |
188 | 0.9999999251405 | 1.49719000066685e-07 | 7.48595000333426e-08 |
189 | 0.999999891219828 | 2.17560344091626e-07 | 1.08780172045813e-07 |
190 | 0.999999828473451 | 3.4305309806925e-07 | 1.71526549034625e-07 |
191 | 0.999999950050298 | 9.9899403510741e-08 | 4.99497017553705e-08 |
192 | 0.999999930979584 | 1.38040831232815e-07 | 6.90204156164074e-08 |
193 | 0.999999912355248 | 1.75289503534185e-07 | 8.76447517670925e-08 |
194 | 0.999999929282808 | 1.41434383567936e-07 | 7.07171917839681e-08 |
195 | 0.999999941413029 | 1.17173942043613e-07 | 5.85869710218065e-08 |
196 | 0.999999920203899 | 1.59592202030371e-07 | 7.97961010151853e-08 |
197 | 0.999999866915246 | 2.66169507872638e-07 | 1.33084753936319e-07 |
198 | 0.999999820722294 | 3.58555411030661e-07 | 1.7927770551533e-07 |
199 | 0.999999740801711 | 5.1839657821682e-07 | 2.5919828910841e-07 |
200 | 0.999999605455292 | 7.8908941596459e-07 | 3.94544707982295e-07 |
201 | 0.999999374728717 | 1.2505425663803e-06 | 6.25271283190148e-07 |
202 | 0.999998974276786 | 2.05144642878645e-06 | 1.02572321439323e-06 |
203 | 0.999998931662591 | 2.1366748176159e-06 | 1.06833740880795e-06 |
204 | 0.999998362967831 | 3.27406433780311e-06 | 1.63703216890155e-06 |
205 | 0.999997959818682 | 4.08036263531044e-06 | 2.04018131765522e-06 |
206 | 0.999997070523109 | 5.85895378108103e-06 | 2.92947689054052e-06 |
207 | 0.999995680361951 | 8.63927609719551e-06 | 4.31963804859776e-06 |
208 | 0.999999823222834 | 3.53554331320388e-07 | 1.76777165660194e-07 |
209 | 0.99999991145975 | 1.77080499313487e-07 | 8.85402496567437e-08 |
210 | 0.99999993952811 | 1.20943780665507e-07 | 6.04718903327534e-08 |
211 | 0.999999918547444 | 1.62905112845747e-07 | 8.14525564228734e-08 |
212 | 0.99999993930862 | 1.21382760550476e-07 | 6.06913802752379e-08 |
213 | 0.999999891909973 | 2.16180053853048e-07 | 1.08090026926524e-07 |
214 | 0.999999843936709 | 3.12126581888905e-07 | 1.56063290944452e-07 |
215 | 0.999999809119096 | 3.81761808666591e-07 | 1.90880904333295e-07 |
216 | 0.999999718986402 | 5.62027195249967e-07 | 2.81013597624983e-07 |
217 | 0.99999973661838 | 5.26763240629842e-07 | 2.63381620314921e-07 |
218 | 0.999999553095114 | 8.93809772913473e-07 | 4.46904886456736e-07 |
219 | 0.999999316882489 | 1.36623502232113e-06 | 6.83117511160566e-07 |
220 | 0.999999461544313 | 1.07691137405808e-06 | 5.38455687029038e-07 |
221 | 0.999999080958957 | 1.83808208555306e-06 | 9.19041042776529e-07 |
222 | 0.999998527399542 | 2.9452009155765e-06 | 1.47260045778825e-06 |
223 | 0.999999628584151 | 7.4283169849518e-07 | 3.7141584924759e-07 |
224 | 0.999999364371722 | 1.27125655504354e-06 | 6.3562827752177e-07 |
225 | 0.999998875836407 | 2.24832718516555e-06 | 1.12416359258278e-06 |
226 | 0.999998182221516 | 3.63555696791303e-06 | 1.81777848395651e-06 |
227 | 0.999997233498336 | 5.53300332831274e-06 | 2.76650166415637e-06 |
228 | 0.999995987990157 | 8.0240196859287e-06 | 4.01200984296435e-06 |
229 | 0.999997212941138 | 5.57411772319507e-06 | 2.78705886159753e-06 |
230 | 0.999999094923076 | 1.81015384891786e-06 | 9.05076924458931e-07 |
231 | 0.999999174704839 | 1.65059032278691e-06 | 8.25295161393454e-07 |
232 | 0.999998648686615 | 2.70262676920165e-06 | 1.35131338460083e-06 |
233 | 0.999999094530386 | 1.81093922701892e-06 | 9.0546961350946e-07 |
234 | 0.999998788081947 | 2.42383610579475e-06 | 1.21191805289738e-06 |
235 | 0.999998892995129 | 2.21400974256756e-06 | 1.10700487128378e-06 |
236 | 0.999998139361575 | 3.72127685092404e-06 | 1.86063842546202e-06 |
237 | 0.999999971482123 | 5.70357534102554e-08 | 2.85178767051277e-08 |
238 | 0.999999961343911 | 7.73121779955237e-08 | 3.86560889977618e-08 |
239 | 0.99999993554994 | 1.28900119650441e-07 | 6.44500598252204e-08 |
240 | 0.999999945251547 | 1.09496905646814e-07 | 5.47484528234068e-08 |
241 | 0.999999888055863 | 2.23888274556981e-07 | 1.1194413727849e-07 |
242 | 0.99999982213392 | 3.55732159378791e-07 | 1.77866079689396e-07 |
243 | 0.999999851982766 | 2.96034468843679e-07 | 1.48017234421839e-07 |
244 | 0.999999694317752 | 6.11364495894769e-07 | 3.05682247947384e-07 |
245 | 0.999999354921228 | 1.29015754350305e-06 | 6.45078771751524e-07 |
246 | 0.999998666457563 | 2.6670848748043e-06 | 1.33354243740215e-06 |
247 | 0.999998715254265 | 2.5694914706397e-06 | 1.28474573531985e-06 |
248 | 0.999998679154089 | 2.64169182157932e-06 | 1.32084591078966e-06 |
249 | 0.999997462096087 | 5.07580782597089e-06 | 2.53790391298544e-06 |
250 | 0.999995875804474 | 8.24839105179465e-06 | 4.12419552589733e-06 |
251 | 0.999994814837735 | 1.03703245306274e-05 | 5.18516226531369e-06 |
252 | 0.999991007725974 | 1.79845480523214e-05 | 8.99227402616068e-06 |
253 | 0.999981756374737 | 3.6487250526728e-05 | 1.8243625263364e-05 |
254 | 0.999963159026124 | 7.36819477518167e-05 | 3.68409738759084e-05 |
255 | 0.999929624925798 | 0.000140750148404567 | 7.03750742022835e-05 |
256 | 0.99986731546693 | 0.000265369066140183 | 0.000132684533070092 |
257 | 0.999819778910834 | 0.000360442178333049 | 0.000180221089166524 |
258 | 0.999756640080367 | 0.000486719839265598 | 0.000243359919632799 |
259 | 0.999572737009324 | 0.000854525981352048 | 0.000427262990676024 |
260 | 0.999205964046536 | 0.00158807190692733 | 0.000794035953463664 |
261 | 0.999347667714433 | 0.00130466457113502 | 0.000652332285567509 |
262 | 0.998771734721438 | 0.002456530557124 | 0.001228265278562 |
263 | 0.997891769995454 | 0.00421646000909222 | 0.00210823000454611 |
264 | 0.996817408038382 | 0.00636518392323579 | 0.0031825919616179 |
265 | 0.995528246302042 | 0.00894350739591531 | 0.00447175369795766 |
266 | 0.992985278047053 | 0.0140294439058934 | 0.00701472195294669 |
267 | 0.990975563317906 | 0.0180488733641873 | 0.00902443668209365 |
268 | 0.986897772891041 | 0.0262044542179173 | 0.0131022271089587 |
269 | 0.999543676078575 | 0.000912647842850085 | 0.000456323921425043 |
270 | 0.999312869754671 | 0.00137426049065722 | 0.000687130245328609 |
271 | 0.999487140719617 | 0.00102571856076699 | 0.000512859280383495 |
272 | 0.998718373627029 | 0.00256325274594261 | 0.0012816263729713 |
273 | 0.998054615769439 | 0.00389076846112124 | 0.00194538423056062 |
274 | 0.995094811183376 | 0.00981037763324742 | 0.00490518881662371 |
275 | 0.988255541414608 | 0.0234889171707837 | 0.0117444585853919 |
276 | 0.975946742461065 | 0.0481065150778693 | 0.0240532575389347 |
277 | 0.947643559017364 | 0.104712881965273 | 0.0523564409826363 |
278 | 0.898610949131961 | 0.202778101736079 | 0.101389050868039 |
279 | 0.80450106846375 | 0.3909978630725 | 0.19549893153625 |
280 | 0.830740474043496 | 0.338519051913007 | 0.169259525956504 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 230 | 0.845588235294118 | NOK |
5% type I error level | 252 | 0.926470588235294 | NOK |
10% type I error level | 254 | 0.933823529411765 | NOK |