Multiple Linear Regression - Estimated Regression Equation |
bloggedcomputations[t] = -9.83880256155132 + 0.0183669981444719pageviews[t] + 0.000188255566367176RFC[t] -0.12300461942706logins[t] -0.125553624839805compendiumviews[t] + 1.07685696964723compendiumsreviewed[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) | -9.83880256155132 | 2.840428 | -3.4638 | 0.000615 | 0.000307 |
pageviews | 0.0183669981444719 | 0.004052 | 4.5325 | 9e-06 | 4e-06 |
RFC | 0.000188255566367176 | 3.5e-05 | 5.4543 | 0 | 0 |
logins | -0.12300461942706 | 0.049333 | -2.4934 | 0.013226 | 0.006613 |
compendiumviews | -0.125553624839805 | 0.026035 | -4.8225 | 2e-06 | 1e-06 |
compendiumsreviewed | 1.07685696964723 | 0.156262 | 6.8914 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.870951302133135 |
R-squared | 0.758556170687404 |
Adjusted R-squared | 0.754290378650079 |
F-TEST (value) | 177.823054675463 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 283 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 18.2908201470808 |
Sum Squared Residuals | 94678.810767758 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 79 | 71.157624332589 | 7.842375667411 |
2 | 58 | 45.2559408522461 | 12.7440591477539 |
3 | 60 | 79.4919522633712 | -19.4919522633712 |
4 | 108 | 69.4765886802028 | 38.5234113197972 |
5 | 49 | 43.6486482711228 | 5.35135172887722 |
6 | 0 | 28.8725272890208 | -28.8725272890208 |
7 | 121 | 129.228000911689 | -8.2280009116893 |
8 | 1 | 14.8647736974586 | -13.8647736974586 |
9 | 20 | 24.2373129263626 | -4.23731292636262 |
10 | 43 | 61.5972571960154 | -18.5972571960154 |
11 | 69 | 63.4431533857463 | 5.55684661425373 |
12 | 78 | 88.5144584065299 | -10.5144584065299 |
13 | 86 | 80.6546164983375 | 5.34538350166252 |
14 | 44 | 59.4534042260957 | -15.4534042260957 |
15 | 104 | 103.709388246941 | 0.290611753058818 |
16 | 63 | 75.4229204215431 | -12.4229204215431 |
17 | 158 | 143.637231339705 | 14.3627686602947 |
18 | 102 | 85.3632132950171 | 16.6367867049829 |
19 | 77 | 83.5915662118624 | -6.59156621186237 |
20 | 82 | 50.3997587690849 | 31.6002412309151 |
21 | 115 | 88.6688583807019 | 26.331141619298 |
22 | 101 | 87.0542820654809 | 13.9457179345191 |
23 | 80 | 108.438584908038 | -28.4385849080382 |
24 | 50 | 57.3793245924942 | -7.37932459249417 |
25 | 83 | 69.6630736033936 | 13.3369263966064 |
26 | 123 | 77.5939359770764 | 45.4060640229236 |
27 | 73 | 75.601962814011 | -2.60196281401105 |
28 | 81 | 85.2572486284394 | -4.25724862843938 |
29 | 105 | 82.3744635054311 | 22.6255364945689 |
30 | 47 | 52.5800441693919 | -5.58004416939193 |
31 | 105 | 80.9915931459447 | 24.0084068540553 |
32 | 94 | 86.0538396865155 | 7.94616031348453 |
33 | 44 | 79.6525014790433 | -35.6525014790433 |
34 | 114 | 102.059459100218 | 11.9405408997822 |
35 | 38 | 45.3067107814558 | -7.30671078145582 |
36 | 107 | 109.281294197709 | -2.28129419770942 |
37 | 30 | 29.0726068409926 | 0.927393159007444 |
38 | 71 | 86.5268028468282 | -15.5268028468282 |
39 | 84 | 118.81131050824 | -34.8113105082399 |
40 | 0 | -7.28825111752852 | 7.28825111752852 |
41 | 59 | 63.8600681596893 | -4.86006815968927 |
42 | 33 | 33.4486921367909 | -0.448692136790902 |
43 | 42 | 34.0329824031127 | 7.9670175968873 |
44 | 96 | 98.4623598406547 | -2.46235984065472 |
45 | 106 | 111.550880285558 | -5.55088028555803 |
46 | 56 | 65.191016629022 | -9.19101662902199 |
47 | 57 | 67.830080382144 | -10.830080382144 |
48 | 59 | 58.0683315435771 | 0.931668456422896 |
49 | 39 | 52.0273884174245 | -13.0273884174245 |
50 | 34 | 75.5800450567313 | -41.5800450567313 |
51 | 76 | 69.6961508909528 | 6.30384910904721 |
52 | 20 | 37.5321709438298 | -17.5321709438298 |
53 | 91 | 83.8659560603819 | 7.1340439396181 |
54 | 115 | 122.182867139218 | -7.18286713921848 |
55 | 85 | 73.3247939684687 | 11.6752060315313 |
56 | 76 | 66.3681489461384 | 9.63185105386158 |
57 | 8 | 2.66899867293935 | 5.33100132706065 |
58 | 79 | 94.7533078499718 | -15.7533078499718 |
59 | 21 | 30.724036084981 | -9.72403608498098 |
60 | 30 | 28.9323034701459 | 1.06769652985412 |
61 | 76 | 86.7018370492762 | -10.7018370492761 |
62 | 101 | 106.215042247249 | -5.2150422472491 |
63 | 94 | 118.717271117485 | -24.7172711174852 |
64 | 27 | 33.7419849236066 | -6.74198492360663 |
65 | 92 | 76.7662225161589 | 15.2337774838411 |
66 | 123 | 92.4231897459329 | 30.5768102540671 |
67 | 75 | 75.2232690294157 | -0.22326902941572 |
68 | 128 | 127.106738974584 | 0.893261025416324 |
69 | 105 | 77.2517791183395 | 27.7482208816605 |
70 | 55 | 82.7066225447105 | -27.7066225447105 |
71 | 56 | 86.1304089553372 | -30.1304089553372 |
72 | 41 | 67.6212410701756 | -26.6212410701756 |
73 | 72 | 62.3374563530969 | 9.66254364690312 |
74 | 67 | 55.7374936586272 | 11.2625063413728 |
75 | 75 | 81.4861584693172 | -6.48615846931719 |
76 | 114 | 73.2735138700012 | 40.7264861299988 |
77 | 118 | 47.9497644220836 | 70.0502355779164 |
78 | 77 | 90.1706294398983 | -13.1706294398983 |
79 | 22 | 36.3471068882976 | -14.3471068882976 |
80 | 66 | 88.4000413831348 | -22.4000413831348 |
81 | 69 | 62.4098022980879 | 6.59019770191208 |
82 | 105 | 67.1954048514929 | 37.8045951485071 |
83 | 116 | 94.7624143662589 | 21.2375856337412 |
84 | 88 | 86.3978649577472 | 1.60213504225283 |
85 | 73 | 73.0911481307442 | -0.0911481307442444 |
86 | 99 | 63.0367509399147 | 35.9632490600853 |
87 | 62 | 66.0206261095698 | -4.02062610956982 |
88 | 53 | 53.5464447992937 | -0.546444799293674 |
89 | 118 | 126.480376705401 | -8.48037670540091 |
90 | 30 | 56.6464973342002 | -26.6464973342002 |
91 | 100 | 78.9482985886952 | 21.0517014113048 |
92 | 49 | 23.0279165897285 | 25.9720834102715 |
93 | 24 | 43.6227734478362 | -19.6227734478361 |
94 | 67 | 52.5174496270356 | 14.4825503729644 |
95 | 46 | 40.5447417861949 | 5.45525821380506 |
96 | 57 | 79.7604390399185 | -22.7604390399185 |
97 | 75 | 101.003148178019 | -26.0031481780193 |
98 | 135 | 85.6281366615375 | 49.3718633384625 |
99 | 68 | 83.3444069761895 | -15.3444069761896 |
100 | 124 | 74.1804322994749 | 49.8195677005251 |
101 | 33 | 54.2790402196498 | -21.2790402196498 |
102 | 98 | 93.4962726365955 | 4.50372736340452 |
103 | 58 | 81.6600421188834 | -23.6600421188834 |
104 | 68 | 65.3522834731451 | 2.64771652685495 |
105 | 81 | 68.0073436406777 | 12.9926563593223 |
106 | 131 | 84.6907918119456 | 46.3092081880543 |
107 | 110 | 120.821248028561 | -10.8212480285612 |
108 | 37 | 39.4819388195677 | -2.48193881956766 |
109 | 130 | 107.676296697654 | 22.3237033023463 |
110 | 93 | 94.6140886851791 | -1.61408868517913 |
111 | 118 | 88.469992628398 | 29.530007371602 |
112 | 39 | 52.2138886322194 | -13.2138886322194 |
113 | 13 | 22.7065609059635 | -9.70656090596354 |
114 | 74 | 56.9926438070034 | 17.0073561929966 |
115 | 81 | 63.1234540514563 | 17.8765459485437 |
116 | 109 | 82.9538859333752 | 26.0461140666248 |
117 | 151 | 93.5518196533737 | 57.4481803466263 |
118 | 51 | 68.1187411543652 | -17.1187411543652 |
119 | 28 | 39.538745316654 | -11.538745316654 |
120 | 40 | 30.913328118566 | 9.08667188143402 |
121 | 56 | 49.3176116028734 | 6.68238839712659 |
122 | 27 | 20.984508074169 | 6.01549192583104 |
123 | 37 | 35.0162627515466 | 1.9837372484534 |
124 | 83 | 47.6933539994117 | 35.3066460005883 |
125 | 54 | 79.4972757312769 | -25.4972757312769 |
126 | 27 | 23.5393177222716 | 3.46068227772836 |
127 | 28 | 28.8540372495583 | -0.854037249558343 |
128 | 59 | 41.618872770989 | 17.381127229011 |
129 | 133 | 100.042622184214 | 32.9573778157857 |
130 | 12 | 0.377728046085846 | 11.6222719539142 |
131 | 0 | 12.0768127016159 | -12.0768127016159 |
132 | 106 | 69.1585183347559 | 36.8414816652441 |
133 | 23 | 17.172101583241 | 5.82789841675897 |
134 | 44 | 49.8503032101832 | -5.8503032101832 |
135 | 71 | 62.1042319893043 | 8.89576801069567 |
136 | 116 | 110.051171897829 | 5.94882810217061 |
137 | 4 | -0.986422745858747 | 4.98642274585875 |
138 | 62 | 75.7721781588268 | -13.7721781588268 |
139 | 12 | 11.9500416984534 | 0.0499583015465648 |
140 | 18 | 7.83742820876298 | 10.162571791237 |
141 | 14 | 17.7155102540436 | -3.71551025404363 |
142 | 60 | 49.0581178155565 | 10.9418821844435 |
143 | 7 | 28.8624102860401 | -21.8624102860401 |
144 | 98 | 91.580206219034 | 6.41979378096596 |
145 | 64 | 83.9074659524529 | -19.9074659524529 |
146 | 29 | 35.0985796331311 | -6.09857963313111 |
147 | 32 | 58.3254043964848 | -26.3254043964848 |
148 | 25 | 45.3787171746891 | -20.3787171746891 |
149 | 16 | 5.69156080265188 | 10.3084391973481 |
150 | 48 | 66.8538429465659 | -18.8538429465659 |
151 | 100 | 106.968655108418 | -6.9686551084181 |
152 | 46 | 76.4197090348503 | -30.4197090348503 |
153 | 45 | 40.4090540089811 | 4.59094599101892 |
154 | 129 | 124.424504683574 | 4.5754953164258 |
155 | 130 | 90.644067576741 | 39.355932423259 |
156 | 136 | 134.765413363194 | 1.2345866368062 |
157 | 59 | 63.1054200008059 | -4.10542000080586 |
158 | 25 | 22.4498402742003 | 2.55015972579974 |
159 | 32 | 44.4984518403267 | -12.4984518403267 |
160 | 63 | 60.3970990084935 | 2.60290099150654 |
161 | 95 | 130.698114699861 | -35.6981146998607 |
162 | 14 | 44.5966375077841 | -30.5966375077841 |
163 | 36 | 32.5369809337564 | 3.46301906624361 |
164 | 113 | 121.4056944797 | -8.40569447969971 |
165 | 47 | 60.3897207944806 | -13.3897207944806 |
166 | 92 | 78.1293409019766 | 13.8706590980234 |
167 | 70 | 60.4500387949779 | 9.54996120502206 |
168 | 19 | 49.2588054621669 | -30.2588054621669 |
169 | 50 | 37.3979902807186 | 12.6020097192814 |
170 | 41 | 74.7467165074642 | -33.7467165074642 |
171 | 91 | 117.680113230471 | -26.6801132304707 |
172 | 111 | 76.0326103152027 | 34.9673896847973 |
173 | 41 | 70.37441931084 | -29.37441931084 |
174 | 120 | 106.044836883923 | 13.9551631160769 |
175 | 135 | 60.3902254888729 | 74.6097745111271 |
176 | 27 | 46.3903259144472 | -19.3903259144472 |
177 | 87 | 88.213060637276 | -1.21306063727603 |
178 | 25 | 33.5160553047988 | -8.51605530479882 |
179 | 131 | 92.5491150282197 | 38.4508849717802 |
180 | 45 | 37.7135413070393 | 7.28645869296066 |
181 | 29 | 20.3267783142569 | 8.67322168574309 |
182 | 58 | 33.8011666779139 | 24.1988333220861 |
183 | 4 | -4.50178238111515 | 8.50178238111515 |
184 | 47 | 72.2371444092861 | -25.2371444092861 |
185 | 109 | 101.701893397224 | 7.29810660277626 |
186 | 7 | -6.32515711659406 | 13.3251571165941 |
187 | 12 | 9.69647637143707 | 2.30352362856293 |
188 | 0 | -3.86056240214343 | 3.86056240214343 |
189 | 37 | 51.3936252461276 | -14.3936252461276 |
190 | 37 | 45.5927448682801 | -8.59274486828006 |
191 | 46 | 58.5173037208616 | -12.5173037208616 |
192 | 15 | 36.0762319540415 | -21.0762319540415 |
193 | 42 | 21.6646079863014 | 20.3353920136986 |
194 | 7 | 16.4587117296861 | -9.45871172968612 |
195 | 54 | 53.7751930035454 | 0.224806996454626 |
196 | 54 | 36.4836752267422 | 17.5163247732578 |
197 | 14 | 31.8486627905302 | -17.8486627905302 |
198 | 16 | 22.5730719629057 | -6.57307196290574 |
199 | 33 | 40.6533145249684 | -7.65331452496842 |
200 | 32 | 25.574388086498 | 6.42561191350197 |
201 | 21 | 25.3596932389229 | -4.35969323892289 |
202 | 15 | 27.1152651796419 | -12.1152651796419 |
203 | 38 | 37.9847341254642 | 0.0152658745357799 |
204 | 22 | 32.8313673854896 | -10.8313673854896 |
205 | 28 | 35.6347315979171 | -7.63473159791712 |
206 | 10 | 23.5759504821211 | -13.5759504821211 |
207 | 31 | 30.0280979742154 | 0.971902025784561 |
208 | 32 | 54.6177609763618 | -22.6177609763618 |
209 | 32 | 44.4433736622975 | -12.4433736622975 |
210 | 43 | 50.1693810970623 | -7.16938109706226 |
211 | 27 | 25.8929968048359 | 1.1070031951641 |
212 | 37 | 44.0098195690248 | -7.0098195690248 |
213 | 20 | 22.2631756356508 | -2.26317563565083 |
214 | 32 | 27.3723258493691 | 4.62767415063089 |
215 | 0 | 37.2022061991699 | -37.2022061991699 |
216 | 5 | 27.5452081961087 | -22.5452081961087 |
217 | 26 | 22.4654793374011 | 3.53452066259892 |
218 | 10 | 15.1633134260303 | -5.16331342603033 |
219 | 27 | 24.8974883444239 | 2.10251165557614 |
220 | 11 | 27.645584420734 | -16.645584420734 |
221 | 29 | 37.2602387620172 | -8.26023876201718 |
222 | 25 | 47.8813215583819 | -22.8813215583819 |
223 | 55 | 41.3366742772999 | 13.6633257227001 |
224 | 23 | 27.4363150344493 | -4.43631503444928 |
225 | 5 | 13.713642568718 | -8.71364256871797 |
226 | 43 | 36.9211993329742 | 6.07880066702576 |
227 | 23 | 13.3691567246114 | 9.63084327538865 |
228 | 34 | 25.4770029371619 | 8.52299706283814 |
229 | 36 | 23.3515732936385 | 12.6484267063615 |
230 | 35 | 43.9568289742349 | -8.95682897423487 |
231 | 0 | 17.1281928837975 | -17.1281928837975 |
232 | 37 | 29.1826408895096 | 7.8173591104904 |
233 | 28 | 35.9249676377177 | -7.9249676377177 |
234 | 16 | 20.1514001128142 | -4.15140011281416 |
235 | 26 | 27.1975805026688 | -1.19758050266883 |
236 | 38 | 22.1757899980468 | 15.8242100019532 |
237 | 23 | 52.0871286454555 | -29.0871286454555 |
238 | 22 | 22.2725852464081 | -0.27258524640808 |
239 | 30 | 26.9662768178682 | 3.03372318213181 |
240 | 16 | 17.4223393268931 | -1.42233932689314 |
241 | 18 | 31.6308961005729 | -13.6308961005729 |
242 | 28 | 42.5572279247433 | -14.5572279247433 |
243 | 32 | 17.804154249236 | 14.195845750764 |
244 | 21 | 19.1973212060186 | 1.80267879398138 |
245 | 23 | 23.2888658714515 | -0.288865871451511 |
246 | 29 | 35.1568163549676 | -6.1568163549676 |
247 | 50 | 39.103150504873 | 10.896849495127 |
248 | 12 | 25.13585738655 | -13.13585738655 |
249 | 21 | 20.8485878498332 | 0.151412150166822 |
250 | 18 | 8.99231893571396 | 9.00768106428604 |
251 | 27 | 46.4916648149591 | -19.4916648149591 |
252 | 41 | 35.0889059083413 | 5.91109409165873 |
253 | 13 | -4.27827023648758 | 17.2782702364876 |
254 | 12 | 31.2127205306372 | -19.2127205306372 |
255 | 21 | 35.009066791362 | -14.009066791362 |
256 | 8 | 4.67088239243526 | 3.32911760756474 |
257 | 26 | 12.0574940863106 | 13.9425059136894 |
258 | 27 | 27.2954547037151 | -0.295454703715052 |
259 | 13 | 19.9223667732289 | -6.92236677322892 |
260 | 16 | 9.51269784893434 | 6.48730215106566 |
261 | 2 | 13.7181928217293 | -11.7181928217293 |
262 | 42 | 23.0095369849219 | 18.9904630150781 |
263 | 5 | 9.25444053713236 | -4.25444053713236 |
264 | 37 | 22.9470817219832 | 14.0529182780168 |
265 | 17 | 17.7548849680636 | -0.75488496806358 |
266 | 38 | 29.262125149534 | 8.73787485046599 |
267 | 37 | 25.6777643153768 | 11.3222356846232 |
268 | 29 | 14.0584019373503 | 14.9415980626497 |
269 | 32 | 33.1200591779585 | -1.12005917795849 |
270 | 35 | 30.9253373903679 | 4.07466260963213 |
271 | 17 | 36.6315386161103 | -19.6315386161103 |
272 | 20 | 23.8821388046731 | -3.88213880467312 |
273 | 7 | 3.45278696647229 | 3.54721303352771 |
274 | 46 | 33.1424571868966 | 12.8575428131034 |
275 | 24 | 18.5461269643301 | 5.45387303566989 |
276 | 40 | 33.9716590356086 | 6.02834096439136 |
277 | 3 | 18.0499661021857 | -15.0499661021857 |
278 | 10 | -2.59138544248252 | 12.5913854424825 |
279 | 37 | 33.1223440616069 | 3.87765593839314 |
280 | 17 | 29.6540044653283 | -12.6540044653283 |
281 | 28 | 30.7327690817184 | -2.7327690817184 |
282 | 19 | 29.0430058209951 | -10.0430058209951 |
283 | 29 | 32.761549270961 | -3.76154927096104 |
284 | 8 | 5.50641321707851 | 2.49358678292149 |
285 | 10 | 23.4250265812016 | -13.4250265812016 |
286 | 15 | 31.8140771604219 | -16.8140771604219 |
287 | 15 | 21.8011930450959 | -6.80119304509586 |
288 | 28 | 21.9581846792719 | 6.04181532072814 |
289 | 17 | 30.219698635475 | -13.219698635475 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
9 | 0.607628827969067 | 0.784742344061866 | 0.392371172030933 |
10 | 0.443187892194783 | 0.886375784389565 | 0.556812107805217 |
11 | 0.507363082962929 | 0.985273834074143 | 0.492636917037071 |
12 | 0.514716806062146 | 0.970566387875708 | 0.485283193937854 |
13 | 0.456414823276028 | 0.912829646552055 | 0.543585176723972 |
14 | 0.361501695295031 | 0.723003390590062 | 0.638498304704969 |
15 | 0.27123875718923 | 0.542477514378461 | 0.72876124281077 |
16 | 0.194643898865637 | 0.389287797731274 | 0.805356101134363 |
17 | 0.134997310654955 | 0.269994621309909 | 0.865002689345045 |
18 | 0.246152521564168 | 0.492305043128337 | 0.753847478435832 |
19 | 0.226256118727812 | 0.452512237455624 | 0.773743881272188 |
20 | 0.573252755667286 | 0.853494488665428 | 0.426747244332714 |
21 | 0.680682865877185 | 0.63863426824563 | 0.319317134122815 |
22 | 0.624261035429093 | 0.751477929141814 | 0.375738964570907 |
23 | 0.705853591312897 | 0.588292817374206 | 0.294146408687103 |
24 | 0.64866153113266 | 0.702676937734681 | 0.35133846886734 |
25 | 0.60247275817881 | 0.795054483642381 | 0.39752724182119 |
26 | 0.642454018448949 | 0.715091963102102 | 0.357545981551051 |
27 | 0.594985216828403 | 0.810029566343195 | 0.405014783171597 |
28 | 0.54284637299185 | 0.914307254016299 | 0.45715362700815 |
29 | 0.619877258879342 | 0.760245482241315 | 0.380122741120658 |
30 | 0.564612775300861 | 0.870774449398277 | 0.435387224699139 |
31 | 0.527033508605363 | 0.945932982789275 | 0.472966491394637 |
32 | 0.487837259164836 | 0.975674518329672 | 0.512162740835164 |
33 | 0.724633730095106 | 0.550732539809788 | 0.275366269904894 |
34 | 0.7133481143928 | 0.573303771214399 | 0.2866518856072 |
35 | 0.667638269168108 | 0.664723461663785 | 0.332361730831892 |
36 | 0.617496230597488 | 0.765007538805025 | 0.382503769402512 |
37 | 0.570366718309823 | 0.859266563380353 | 0.429633281690177 |
38 | 0.573063218343731 | 0.853873563312538 | 0.426936781656269 |
39 | 0.677328719801067 | 0.645342560397866 | 0.322671280198933 |
40 | 0.658492638240932 | 0.683014723518136 | 0.341507361759068 |
41 | 0.614021669646867 | 0.771956660706265 | 0.385978330353133 |
42 | 0.565400835865253 | 0.869198328269494 | 0.434599164134747 |
43 | 0.53399064832942 | 0.93201870334116 | 0.46600935167058 |
44 | 0.485446230357544 | 0.970892460715089 | 0.514553769642456 |
45 | 0.437498973600546 | 0.874997947201092 | 0.562501026399454 |
46 | 0.405637704587225 | 0.811275409174449 | 0.594362295412775 |
47 | 0.419538411189852 | 0.839076822379703 | 0.580461588810148 |
48 | 0.373158626140175 | 0.746317252280349 | 0.626841373859825 |
49 | 0.354543049447989 | 0.709086098895978 | 0.645456950552011 |
50 | 0.552426396121986 | 0.895147207756028 | 0.447573603878014 |
51 | 0.581696127151672 | 0.836607745696657 | 0.418303872848328 |
52 | 0.571933962538637 | 0.856132074922727 | 0.428066037461363 |
53 | 0.537331475524537 | 0.925337048950927 | 0.462668524475463 |
54 | 0.495943869991007 | 0.991887739982014 | 0.504056130008993 |
55 | 0.47827955331352 | 0.956559106627039 | 0.52172044668648 |
56 | 0.447415190065018 | 0.894830380130037 | 0.552584809934982 |
57 | 0.407655260350984 | 0.815310520701969 | 0.592344739649016 |
58 | 0.397875822238841 | 0.795751644477681 | 0.602124177761159 |
59 | 0.367358714208162 | 0.734717428416324 | 0.632641285791838 |
60 | 0.32717884130324 | 0.654357682606479 | 0.67282115869676 |
61 | 0.303098463712428 | 0.606196927424856 | 0.696901536287572 |
62 | 0.26802803742297 | 0.536056074845941 | 0.73197196257703 |
63 | 0.292291831520115 | 0.58458366304023 | 0.707708168479885 |
64 | 0.260501192988292 | 0.521002385976583 | 0.739498807011708 |
65 | 0.255161030114652 | 0.510322060229304 | 0.744838969885348 |
66 | 0.328191655917758 | 0.656383311835515 | 0.671808344082242 |
67 | 0.291472357427649 | 0.582944714855299 | 0.70852764257235 |
68 | 0.258636988985442 | 0.517273977970883 | 0.741363011014558 |
69 | 0.308476505176035 | 0.616953010352071 | 0.691523494823965 |
70 | 0.350682222247138 | 0.701364444494275 | 0.649317777752862 |
71 | 0.409826452045317 | 0.819652904090634 | 0.590173547954683 |
72 | 0.45153297611691 | 0.903065952233821 | 0.54846702388309 |
73 | 0.42496748738322 | 0.84993497476644 | 0.57503251261678 |
74 | 0.402182632576674 | 0.804365265153348 | 0.597817367423326 |
75 | 0.368462528962917 | 0.736925057925834 | 0.631537471037083 |
76 | 0.527256507423483 | 0.945486985153035 | 0.472743492576517 |
77 | 0.905686767766084 | 0.188626464467831 | 0.0943132322339156 |
78 | 0.896355683217588 | 0.207288633564823 | 0.103644316782412 |
79 | 0.890104606060533 | 0.219790787878933 | 0.109895393939467 |
80 | 0.895483394404129 | 0.209033211191742 | 0.104516605595871 |
81 | 0.879653884644891 | 0.240692230710218 | 0.120346115355109 |
82 | 0.928229956397228 | 0.143540087205543 | 0.0717700436027716 |
83 | 0.931851889753177 | 0.136296220493645 | 0.0681481102468225 |
84 | 0.918754935708277 | 0.162490128583446 | 0.0812450642917228 |
85 | 0.903876553437535 | 0.19224689312493 | 0.0961234465624651 |
86 | 0.938077789571257 | 0.123844420857487 | 0.0619222104287434 |
87 | 0.926717954812928 | 0.146564090374145 | 0.0732820451870724 |
88 | 0.913176054272235 | 0.173647891455531 | 0.0868239457277654 |
89 | 0.900419760034355 | 0.19916047993129 | 0.099580239965645 |
90 | 0.917594563815439 | 0.164810872369122 | 0.082405436184561 |
91 | 0.920650424104889 | 0.158699151790223 | 0.0793495758951114 |
92 | 0.928372662617406 | 0.143254674765189 | 0.0716273373825944 |
93 | 0.930745254745215 | 0.138509490509571 | 0.0692547452547853 |
94 | 0.925022132057692 | 0.149955735884615 | 0.0749778679423076 |
95 | 0.912137096517396 | 0.175725806965208 | 0.0878629034826039 |
96 | 0.917892496150909 | 0.164215007698181 | 0.0821075038490906 |
97 | 0.927939826297823 | 0.144120347404354 | 0.0720601737021772 |
98 | 0.976109950110661 | 0.0477800997786779 | 0.0238900498893389 |
99 | 0.974426874141403 | 0.0511462517171935 | 0.0255731258585968 |
100 | 0.993326922864407 | 0.0133461542711861 | 0.00667307713559306 |
101 | 0.993959747602121 | 0.0120805047957579 | 0.00604025239787894 |
102 | 0.992379094661572 | 0.0152418106768568 | 0.00762090533842842 |
103 | 0.993441549498492 | 0.0131169010030158 | 0.00655845050150788 |
104 | 0.991668068999832 | 0.0166638620003369 | 0.00833193100016844 |
105 | 0.990501351288616 | 0.0189972974227682 | 0.00949864871138411 |
106 | 0.997378965484038 | 0.00524206903192402 | 0.00262103451596201 |
107 | 0.996802901761967 | 0.00639419647606584 | 0.00319709823803292 |
108 | 0.995911137113496 | 0.00817772577300747 | 0.00408886288650374 |
109 | 0.996317168531991 | 0.0073656629360188 | 0.0036828314680094 |
110 | 0.995245366149182 | 0.00950926770163671 | 0.00475463385081835 |
111 | 0.996814369697627 | 0.00637126060474633 | 0.00318563030237317 |
112 | 0.996382068276713 | 0.00723586344657322 | 0.00361793172328661 |
113 | 0.995739964139731 | 0.00852007172053894 | 0.00426003586026947 |
114 | 0.99549146233162 | 0.00901707533675992 | 0.00450853766837996 |
115 | 0.995410886377121 | 0.00917822724575818 | 0.00458911362287909 |
116 | 0.996485817762099 | 0.00702836447580174 | 0.00351418223790087 |
117 | 0.999757713332576 | 0.000484573334848486 | 0.000242286667424243 |
118 | 0.999751525208867 | 0.000496949582265474 | 0.000248474791132737 |
119 | 0.99970091889585 | 0.000598162208300044 | 0.000299081104150022 |
120 | 0.99961221285538 | 0.000775574289239814 | 0.000387787144619907 |
121 | 0.99949558762201 | 0.0010088247559792 | 0.0005044123779896 |
122 | 0.999332738185338 | 0.00133452362932411 | 0.000667261814662053 |
123 | 0.99910442118561 | 0.00179115762877963 | 0.000895578814389813 |
124 | 0.999610438975627 | 0.000779122048746029 | 0.000389561024373015 |
125 | 0.999699736261728 | 0.000600527476543389 | 0.000300263738271694 |
126 | 0.999594612920681 | 0.000810774158638006 | 0.000405387079319003 |
127 | 0.999454109060646 | 0.00109178187870854 | 0.000545890939354272 |
128 | 0.999437809542853 | 0.00112438091429313 | 0.000562190457146565 |
129 | 0.999772677485804 | 0.00045464502839274 | 0.00022732251419637 |
130 | 0.999717189911095 | 0.000565620177810428 | 0.000282810088905214 |
131 | 0.999676533767151 | 0.000646932465698747 | 0.000323466232849374 |
132 | 0.999909206718187 | 0.00018158656362588 | 9.07932818129398e-05 |
133 | 0.999876519831878 | 0.000246960336243741 | 0.000123480168121871 |
134 | 0.999835018909422 | 0.000329962181156877 | 0.000164981090578438 |
135 | 0.999798639949161 | 0.000402720101678103 | 0.000201360050839051 |
136 | 0.999753211114168 | 0.00049357777166351 | 0.000246788885831755 |
137 | 0.999667335864406 | 0.000665328271188585 | 0.000332664135594293 |
138 | 0.999608426984506 | 0.000783146030988437 | 0.000391573015494218 |
139 | 0.999472435374112 | 0.00105512925177566 | 0.000527564625887832 |
140 | 0.999345531926539 | 0.00130893614692219 | 0.000654468073461094 |
141 | 0.999138959189688 | 0.00172208162062498 | 0.000861040810312492 |
142 | 0.998997516799918 | 0.00200496640016479 | 0.00100248320008239 |
143 | 0.999193401825991 | 0.00161319634801871 | 0.000806598174009354 |
144 | 0.998999491863423 | 0.00200101627315475 | 0.00100050813657737 |
145 | 0.998963876326884 | 0.00207224734623184 | 0.00103612367311592 |
146 | 0.998684295814493 | 0.00263140837101432 | 0.00131570418550716 |
147 | 0.999016336076824 | 0.00196732784635196 | 0.000983663923175979 |
148 | 0.999052295229806 | 0.00189540954038846 | 0.000947704770194232 |
149 | 0.998819731755033 | 0.00236053648993493 | 0.00118026824496746 |
150 | 0.998826104103505 | 0.00234779179299057 | 0.00117389589649528 |
151 | 0.998473203858971 | 0.00305359228205882 | 0.00152679614102941 |
152 | 0.999079456819789 | 0.00184108636042287 | 0.000920543180211433 |
153 | 0.998862222610097 | 0.0022755547798049 | 0.00113777738990245 |
154 | 0.998585527246088 | 0.00282894550782399 | 0.00141447275391199 |
155 | 0.999621228178525 | 0.00075754364294961 | 0.000378771821474805 |
156 | 0.999549581485203 | 0.000900837029593151 | 0.000450418514796575 |
157 | 0.999392028460399 | 0.00121594307920234 | 0.000607971539601172 |
158 | 0.999178912601998 | 0.00164217479600502 | 0.000821087398002508 |
159 | 0.999030102645383 | 0.00193979470923303 | 0.000969897354616517 |
160 | 0.99871001143686 | 0.00257997712628056 | 0.00128998856314028 |
161 | 0.999230644540323 | 0.00153871091935333 | 0.000769355459676667 |
162 | 0.999601268802806 | 0.000797462394387471 | 0.000398731197193736 |
163 | 0.999461427645134 | 0.00107714470973116 | 0.000538572354865582 |
164 | 0.999291237960063 | 0.00141752407987334 | 0.000708762039936672 |
165 | 0.999173137512779 | 0.00165372497444135 | 0.000826862487220676 |
166 | 0.999149399067107 | 0.00170120186578668 | 0.000850600932893341 |
167 | 0.99894674583246 | 0.00210650833507987 | 0.00105325416753993 |
168 | 0.999457682693458 | 0.00108463461308418 | 0.000542317306542089 |
169 | 0.999364626547797 | 0.00127074690440694 | 0.000635373452203471 |
170 | 0.999641742490193 | 0.000716515019614509 | 0.000358257509807254 |
171 | 0.999692429536467 | 0.000615140927066333 | 0.000307570463533167 |
172 | 0.999916549411362 | 0.000166901177275135 | 8.34505886375674e-05 |
173 | 0.999947481996896 | 0.000105036006208449 | 5.25180031042246e-05 |
174 | 0.999955437915811 | 8.91241683789848e-05 | 4.45620841894924e-05 |
175 | 0.999999999332035 | 1.3359294926309e-09 | 6.67964746315452e-10 |
176 | 0.999999999481165 | 1.03766924913225e-09 | 5.18834624566125e-10 |
177 | 0.999999999253702 | 1.4925950870236e-09 | 7.462975435118e-10 |
178 | 0.999999998779024 | 2.44195252259051e-09 | 1.22097626129526e-09 |
179 | 0.999999999999749 | 5.02304801044837e-13 | 2.51152400522418e-13 |
180 | 0.999999999999593 | 8.13468128715255e-13 | 4.06734064357628e-13 |
181 | 0.999999999999206 | 1.58712824825734e-12 | 7.93564124128671e-13 |
182 | 0.999999999999762 | 4.76522172356638e-13 | 2.38261086178319e-13 |
183 | 0.999999999999524 | 9.51570650076222e-13 | 4.75785325038111e-13 |
184 | 0.999999999999393 | 1.21479186694441e-12 | 6.07395933472206e-13 |
185 | 0.999999999999975 | 4.92260418361868e-14 | 2.46130209180934e-14 |
186 | 0.99999999999995 | 9.94179659333554e-14 | 4.97089829666777e-14 |
187 | 0.9999999999999 | 2.00012895411011e-13 | 1.00006447705505e-13 |
188 | 0.999999999999831 | 3.37383408861243e-13 | 1.68691704430621e-13 |
189 | 0.999999999999721 | 5.57776223829856e-13 | 2.78888111914928e-13 |
190 | 0.999999999999686 | 6.27836854947543e-13 | 3.13918427473772e-13 |
191 | 0.999999999999486 | 1.02874600270246e-12 | 5.14373001351231e-13 |
192 | 0.999999999999544 | 9.12651913298708e-13 | 4.56325956649354e-13 |
193 | 0.999999999999542 | 9.16435607299174e-13 | 4.58217803649587e-13 |
194 | 0.99999999999952 | 9.59308319450672e-13 | 4.79654159725336e-13 |
195 | 0.999999999999653 | 6.95000128627134e-13 | 3.47500064313567e-13 |
196 | 0.999999999999826 | 3.48804398615414e-13 | 1.74402199307707e-13 |
197 | 0.999999999999776 | 4.47514668336693e-13 | 2.23757334168347e-13 |
198 | 0.999999999999553 | 8.94228793984164e-13 | 4.47114396992082e-13 |
199 | 0.999999999999079 | 1.84197061155544e-12 | 9.20985305777722e-13 |
200 | 0.999999999998707 | 2.5856972229277e-12 | 1.29284861146385e-12 |
201 | 0.999999999997311 | 5.37720679241187e-12 | 2.68860339620594e-12 |
202 | 0.999999999994796 | 1.04080729005405e-11 | 5.20403645027024e-12 |
203 | 0.999999999989753 | 2.04950176440955e-11 | 1.02475088220477e-11 |
204 | 0.999999999984207 | 3.15855955980697e-11 | 1.57927977990348e-11 |
205 | 0.99999999997361 | 5.27803334557004e-11 | 2.63901667278502e-11 |
206 | 0.999999999957719 | 8.45616378568942e-11 | 4.22808189284471e-11 |
207 | 0.999999999921612 | 1.56775866531464e-10 | 7.8387933265732e-11 |
208 | 0.999999999902038 | 1.95923067057241e-10 | 9.79615335286204e-11 |
209 | 0.99999999981362 | 3.72759118865885e-10 | 1.86379559432943e-10 |
210 | 0.99999999974863 | 5.02740517174054e-10 | 2.51370258587027e-10 |
211 | 0.999999999510213 | 9.79574419963918e-10 | 4.89787209981959e-10 |
212 | 0.99999999910651 | 1.78697958348634e-09 | 8.9348979174317e-10 |
213 | 0.999999998252042 | 3.49591687251491e-09 | 1.74795843625745e-09 |
214 | 0.999999997853433 | 4.29313312979634e-09 | 2.14656656489817e-09 |
215 | 0.999999999717779 | 5.64441802792232e-10 | 2.82220901396116e-10 |
216 | 0.999999999828388 | 3.43223831404168e-10 | 1.71611915702084e-10 |
217 | 0.999999999645681 | 7.08638720632131e-10 | 3.54319360316065e-10 |
218 | 0.999999999536395 | 9.27210654170561e-10 | 4.6360532708528e-10 |
219 | 0.999999999167223 | 1.66555318838708e-09 | 8.32776594193542e-10 |
220 | 0.999999998806891 | 2.38621850573336e-09 | 1.19310925286668e-09 |
221 | 0.999999997669458 | 4.66108422340396e-09 | 2.33054211170198e-09 |
222 | 0.999999997829597 | 4.34080688265009e-09 | 2.17040344132504e-09 |
223 | 0.99999999693211 | 6.13578013849029e-09 | 3.06789006924514e-09 |
224 | 0.999999993802148 | 1.23957045849208e-08 | 6.1978522924604e-09 |
225 | 0.999999991382306 | 1.72353881547508e-08 | 8.61769407737539e-09 |
226 | 0.999999985301042 | 2.93979165979025e-08 | 1.46989582989513e-08 |
227 | 0.999999972751364 | 5.44972722206574e-08 | 2.72486361103287e-08 |
228 | 0.999999963031256 | 7.39374873450329e-08 | 3.69687436725165e-08 |
229 | 0.999999950356573 | 9.9286853794846e-08 | 4.9643426897423e-08 |
230 | 0.999999903978766 | 1.92042468514694e-07 | 9.60212342573468e-08 |
231 | 0.999999959396174 | 8.12076513496953e-08 | 4.06038256748477e-08 |
232 | 0.999999944803016 | 1.10393968957159e-07 | 5.51969844785797e-08 |
233 | 0.999999892175825 | 2.15648350441472e-07 | 1.07824175220736e-07 |
234 | 0.999999828046812 | 3.43906375583705e-07 | 1.71953187791853e-07 |
235 | 0.999999664817142 | 6.70365715463974e-07 | 3.35182857731987e-07 |
236 | 0.999999744641414 | 5.10717172994583e-07 | 2.55358586497291e-07 |
237 | 0.999999738391126 | 5.23217748755801e-07 | 2.616088743779e-07 |
238 | 0.999999478143126 | 1.04371374834569e-06 | 5.21856874172845e-07 |
239 | 0.999998995981371 | 2.00803725850632e-06 | 1.00401862925316e-06 |
240 | 0.999998096336097 | 3.80732780517687e-06 | 1.90366390258843e-06 |
241 | 0.999997488672205 | 5.02265558975242e-06 | 2.51132779487621e-06 |
242 | 0.999995532561108 | 8.93487778314743e-06 | 4.46743889157372e-06 |
243 | 0.999995540941867 | 8.91811626571795e-06 | 4.45905813285898e-06 |
244 | 0.999991620287582 | 1.67594248361344e-05 | 8.37971241806718e-06 |
245 | 0.999984152083916 | 3.16958321688062e-05 | 1.58479160844031e-05 |
246 | 0.999970744181695 | 5.8511636610511e-05 | 2.92558183052555e-05 |
247 | 0.999981267879286 | 3.74642414273396e-05 | 1.87321207136698e-05 |
248 | 0.99997942969928 | 4.11406014403585e-05 | 2.05703007201792e-05 |
249 | 0.999960963979506 | 7.80720409873029e-05 | 3.90360204936515e-05 |
250 | 0.999934445086092 | 0.000131109827815711 | 6.55549139078555e-05 |
251 | 0.999922854069429 | 0.000154291861141416 | 7.7145930570708e-05 |
252 | 0.999883690684216 | 0.000232618631567223 | 0.000116309315783612 |
253 | 0.999819372602483 | 0.000361254795033767 | 0.000180627397516883 |
254 | 0.999892545274219 | 0.000214909451561512 | 0.000107454725780756 |
255 | 0.999843502247322 | 0.000312995505356865 | 0.000156497752678432 |
256 | 0.999706829114692 | 0.000586341770615197 | 0.000293170885307598 |
257 | 0.999724107357654 | 0.000551785284691084 | 0.000275892642345542 |
258 | 0.999495412383798 | 0.00100917523240459 | 0.000504587616202296 |
259 | 0.999284160324981 | 0.00143167935003698 | 0.000715839675018489 |
260 | 0.99873097799808 | 0.00253804400383943 | 0.00126902200191971 |
261 | 0.998679802935908 | 0.00264039412818375 | 0.00132019706409187 |
262 | 0.998870062663743 | 0.00225987467251375 | 0.00112993733625687 |
263 | 0.998313717107906 | 0.0033725657841872 | 0.0016862828920936 |
264 | 0.998886783218179 | 0.00222643356364285 | 0.00111321678182142 |
265 | 0.997969016891501 | 0.00406196621699901 | 0.0020309831084995 |
266 | 0.997683467680157 | 0.00463306463968645 | 0.00231653231984323 |
267 | 0.997300502348756 | 0.00539899530248758 | 0.00269949765124379 |
268 | 0.996235331902513 | 0.00752933619497363 | 0.00376466809748681 |
269 | 0.992807296267901 | 0.0143854074641983 | 0.00719270373209913 |
270 | 0.990869529226014 | 0.0182609415479721 | 0.00913047077398606 |
271 | 0.999201081266379 | 0.00159783746724192 | 0.000798918733620962 |
272 | 0.998020509059168 | 0.00395898188166455 | 0.00197949094083227 |
273 | 0.999579842172432 | 0.000840315655135086 | 0.000420157827567543 |
274 | 0.999020032895986 | 0.00195993420802756 | 0.000979967104013782 |
275 | 0.999089765785956 | 0.00182046842808768 | 0.000910234214043841 |
276 | 0.998858452735789 | 0.00228309452842125 | 0.00114154726421063 |
277 | 0.998151854945635 | 0.00369629010872935 | 0.00184814505436467 |
278 | 0.999801862949735 | 0.000396274100529643 | 0.000198137050264821 |
279 | 0.999330734341466 | 0.0013385313170677 | 0.000669265658533849 |
280 | 0.998207540053853 | 0.00358491989229474 | 0.00179245994614737 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 173 | 0.636029411764706 | NOK |
5% type I error level | 182 | 0.669117647058823 | NOK |
10% type I error level | 183 | 0.672794117647059 | NOK |