Multiple Linear Regression - Estimated Regression Equation |
totseconds[t] = -7419.81109029818 + 57.0679045873709logins[t] + 44.4179667964173compendium_views_info[t] -97.4480267596931compendium_views_pr[t] -747.003662803908shared_compendiums[t] + 30.513722148267blogged_computations[t] + 674.67515500833compendiums_reviewed[t] + 210.795031970112tothyperlinks[t] + 382.246193827217totblogs[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) | -7419.81109029818 | 3142.120962 | -2.3614 | 0.018891 | 0.009445 |
logins | 57.0679045873709 | 51.431724 | 1.1096 | 0.26813 | 0.134065 |
compendium_views_info | 44.4179667964173 | 8.250893 | 5.3834 | 0 | 0 |
compendium_views_pr | -97.4480267596931 | 28.274401 | -3.4465 | 0.000655 | 0.000328 |
shared_compendiums | -747.003662803908 | 488.802887 | -1.5282 | 0.127584 | 0.063792 |
blogged_computations | 30.513722148267 | 83.530654 | 0.3653 | 0.715163 | 0.357582 |
compendiums_reviewed | 674.67515500833 | 190.65674 | 3.5387 | 0.000471 | 0.000235 |
tothyperlinks | 210.795031970112 | 410.160697 | 0.5139 | 0.607704 | 0.303852 |
totblogs | 382.246193827217 | 422.907794 | 0.9039 | 0.366851 | 0.183425 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.913217640297995 |
R-squared | 0.833966458551439 |
Adjusted R-squared | 0.82922264308148 |
F-TEST (value) | 175.80077973789 |
F-TEST (DF numerator) | 8 |
F-TEST (DF denominator) | 280 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 20377.7784314001 |
Sum Squared Residuals | 116271079063.786 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 146283 | 111662.226670635 | 34620.7733293653 |
2 | 98364 | 81599.9256764349 | 16764.0743235651 |
3 | 86146 | 92241.5732523364 | -6095.57325233635 |
4 | 96933 | 129385.959182964 | -32452.9591829644 |
5 | 79234 | 54342.1257702959 | 24891.8742297041 |
6 | 42551 | 34799.9834402386 | 7751.01655976142 |
7 | 195663 | 168293.820543668 | 27369.1794563323 |
8 | 6853 | 9301.12903694234 | -2448.12903694234 |
9 | 21529 | 28715.9616957062 | -7186.96169570621 |
10 | 95757 | 82731.8818994043 | 13025.1181005957 |
11 | 85584 | 77639.8508421496 | 7944.14915785044 |
12 | 143983 | 123222.854156529 | 20760.1458434705 |
13 | 75851 | 87662.8227880618 | -11811.8227880618 |
14 | 59238 | 65907.3651716083 | -6669.36517160829 |
15 | 93163 | 132346.560339712 | -39183.5603397117 |
16 | 96037 | 82868.0209143032 | 13168.9790856968 |
17 | 151511 | 171509.408285419 | -19998.4082854186 |
18 | 136368 | 128129.9369413 | 8238.06305870002 |
19 | 112642 | 105474.435797343 | 7167.56420265707 |
20 | 94728 | 106468.419136512 | -11740.4191365121 |
21 | 105499 | 123131.700229415 | -17632.7002294151 |
22 | 121527 | 116897.42940025 | 4629.5705997503 |
23 | 127766 | 123378.261912733 | 4387.73808726683 |
24 | 98958 | 63487.5086178417 | 35470.4913821583 |
25 | 77900 | 95905.6107419713 | -18005.6107419713 |
26 | 85646 | 125689.937536803 | -40043.9375368031 |
27 | 98579 | 103860.440736523 | -5281.44073652261 |
28 | 130767 | 117614.650840786 | 13152.349159214 |
29 | 131741 | 105035.914006443 | 26705.0859935571 |
30 | 53907 | 61389.5660288082 | -7482.56602880823 |
31 | 178812 | 106995.312240295 | 71816.6877597047 |
32 | 146761 | 114430.61939863 | 32330.3806013702 |
33 | 82036 | 113668.091875295 | -31632.0918752946 |
34 | 163253 | 126238.341333113 | 37014.6586668868 |
35 | 27032 | 37283.7268402909 | -10251.7268402909 |
36 | 171975 | 158135.862100464 | 13839.1378995362 |
37 | 65990 | 30392.4976670535 | 35597.5023329465 |
38 | 86572 | 86526.013197594 | 45.9868024060121 |
39 | 159676 | 115867.303781463 | 43808.6962185368 |
40 | 1929 | -3437.84706332334 | 5366.84706332334 |
41 | 85371 | 81747.5695939516 | 3623.43040604844 |
42 | 58391 | 36742.6521539773 | 21648.3478460227 |
43 | 31580 | 47312.7830827828 | -15732.7830827828 |
44 | 136815 | 133936.613458021 | 2878.38654197933 |
45 | 120642 | 128023.250830805 | -7381.25083080541 |
46 | 69107 | 81195.7467556208 | -12088.7467556208 |
47 | 50495 | 83514.3057212979 | -33019.3057212979 |
48 | 108016 | 71410.7982659309 | 36605.2017340691 |
49 | 46341 | 54714.2851010063 | -8373.28510100631 |
50 | 78348 | 79373.1713485338 | -1025.17134853384 |
51 | 79336 | 66027.8541228955 | 13308.1458771045 |
52 | 56968 | 33192.1193092046 | 23775.8806907954 |
53 | 93176 | 119061.223789011 | -25885.2237890109 |
54 | 161632 | 154063.342642708 | 7568.65735729154 |
55 | 87850 | 112961.257816346 | -25111.2578163459 |
56 | 127969 | 93858.6684214862 | 34110.3315785138 |
57 | 15049 | 8778.0738240246 | 6270.9261759754 |
58 | 155135 | 142218.556784176 | 12916.4432158237 |
59 | 25109 | 24334.3046418079 | 774.695358192095 |
60 | 45824 | 38453.2256047479 | 7370.77439525208 |
61 | 102996 | 108883.250669921 | -5887.25066992093 |
62 | 160604 | 124275.387198894 | 36328.612801106 |
63 | 158051 | 132092.873059288 | 25958.1269407122 |
64 | 44547 | 31727.6896427243 | 12819.3103572757 |
65 | 162647 | 175041.68090417 | -12394.6809041696 |
66 | 174141 | 157534.354107811 | 16606.6458921894 |
67 | 60622 | 73311.3704869236 | -12689.3704869236 |
68 | 179566 | 152034.298525665 | 27531.7014743355 |
69 | 184301 | 147696.184819655 | 36604.8151803445 |
70 | 75661 | 86029.5777769023 | -10368.5777769023 |
71 | 96144 | 102515.779637751 | -6371.77963775106 |
72 | 129847 | 96463.1875636493 | 33383.8124363507 |
73 | 117286 | 80785.9110970834 | 36500.0889029166 |
74 | 71180 | 99529.2226118065 | -28349.2226118065 |
75 | 109377 | 106243.474316092 | 3133.52568390792 |
76 | 85298 | 125535.888725466 | -40237.888725466 |
77 | 73631 | 73851.395636802 | -220.395636802014 |
78 | 86767 | 92336.5204694655 | -5569.52046946546 |
79 | 23824 | 34450.4401820237 | -10626.4401820237 |
80 | 93487 | 90080.2674933068 | 3406.73250669318 |
81 | 82981 | 101655.470360573 | -18674.4703605735 |
82 | 73815 | 107470.331894779 | -33655.3318947786 |
83 | 94552 | 113401.631888886 | -18849.6318888859 |
84 | 132190 | 123840.754063406 | 8349.24593659413 |
85 | 128754 | 64463.3398140793 | 64290.6601859207 |
86 | 66363 | 88307.5312273416 | -21944.5312273416 |
87 | 67808 | 82966.8644496526 | -15158.8644496526 |
88 | 61724 | 59527.6323594327 | 2196.36764056728 |
89 | 131722 | 131654.301126262 | 67.6988737377766 |
90 | 68580 | 57536.9605583008 | 11043.0394416992 |
91 | 106175 | 122738.771049959 | -16563.7710499595 |
92 | 55792 | 51896.4089384169 | 3895.59106158311 |
93 | 25157 | 43879.4848216022 | -18722.4848216022 |
94 | 76669 | 74773.47918026 | 1895.52081974002 |
95 | 57283 | 45790.6129572052 | 11492.3870427948 |
96 | 105805 | 85756.243929892 | 20048.756070108 |
97 | 129484 | 87654.0491363376 | 41829.9508636624 |
98 | 72413 | 146830.438761206 | -74417.4387612059 |
99 | 87831 | 87292.0912149848 | 538.90878501518 |
100 | 96971 | 139703.475898226 | -42732.4758982261 |
101 | 71299 | 60623.8133325219 | 10675.1866674781 |
102 | 77494 | 109976.209801194 | -32482.2098011944 |
103 | 120336 | 108945.070131917 | 11390.9298680827 |
104 | 93913 | 89234.8157898733 | 4678.18421012671 |
105 | 136048 | 118741.986371094 | 17306.0136289062 |
106 | 181248 | 155355.751019593 | 25892.2489804067 |
107 | 146123 | 138131.58395942 | 7991.41604058028 |
108 | 32036 | 41064.490536349 | -9028.49053634902 |
109 | 186646 | 203231.022730056 | -16585.0227300564 |
110 | 102255 | 99011.0528444583 | 3243.94715554171 |
111 | 168237 | 150898.195629137 | 17338.8043708627 |
112 | 64219 | 67554.7646095191 | -3335.76460951909 |
113 | 19630 | 37980.8310636307 | -18350.8310636307 |
114 | 76825 | 72096.740752054 | 4728.25924794598 |
115 | 115338 | 147186.965332437 | -31848.9653324372 |
116 | 109427 | 106100.507916683 | 3326.4920833168 |
117 | 118168 | 124857.237038752 | -6689.23703875248 |
118 | 84845 | 68409.7677339754 | 16435.2322660246 |
119 | 153197 | 53641.3274543484 | 99555.6725456516 |
120 | 29877 | 40736.7013274365 | -10859.7013274365 |
121 | 63506 | 64074.5208024174 | -568.520802417451 |
122 | 22445 | 36586.9104841731 | -14141.9104841731 |
123 | 47695 | 55512.6031916049 | -7817.6031916049 |
124 | 68370 | 65407.4574180361 | 2962.54258196393 |
125 | 146304 | 88053.8391384044 | 58250.1608615956 |
126 | 38233 | 21384.1688535945 | 16848.8311464055 |
127 | 42071 | 28411.0879189457 | 13659.9120810543 |
128 | 50517 | 63532.1595858007 | -13015.1595858007 |
129 | 103950 | 126189.71709016 | -22239.7170901596 |
130 | 5841 | 6678.49590594471 | -837.495905944712 |
131 | 2341 | 4179.60337538236 | -1838.60337538236 |
132 | 84396 | 102254.831658741 | -17858.8316587406 |
133 | 24610 | 22471.7025618276 | 2138.29743817242 |
134 | 35753 | 52104.9998269289 | -16351.9998269289 |
135 | 55515 | 89493.3936952839 | -33978.3936952839 |
136 | 209056 | 174216.865466937 | 34839.1345330632 |
137 | 6622 | 2277.6222736397 | 4344.3777263603 |
138 | 115814 | 86442.8844085407 | 29371.1155914593 |
139 | 11609 | 20537.3567161723 | -8928.35671617233 |
140 | 13155 | 29479.4719122634 | -16324.4719122634 |
141 | 18274 | 21408.6328681092 | -3134.63286810924 |
142 | 72875 | 72283.1349457111 | 591.86505428893 |
143 | 10112 | 22379.2031685634 | -12267.2031685634 |
144 | 142775 | 111499.800509431 | 31275.1994905695 |
145 | 68847 | 85933.1171241235 | -17086.1171241235 |
146 | 17659 | 30302.4723592814 | -12643.4723592814 |
147 | 20112 | 46148.2350268626 | -26036.2350268626 |
148 | 61023 | 69538.9657612595 | -8515.96576125948 |
149 | 13983 | 17086.8395171758 | -3103.83951717575 |
150 | 65176 | 64099.63438103 | 1076.36561896998 |
151 | 132432 | 133115.416256931 | -683.416256931415 |
152 | 112494 | 118602.410519787 | -6108.41051978738 |
153 | 45109 | 47402.1475872689 | -2293.14758726886 |
154 | 170875 | 156505.180019026 | 14369.8199809744 |
155 | 180759 | 130693.75339394 | 50065.2466060599 |
156 | 214921 | 193526.166432957 | 21394.8335670426 |
157 | 100226 | 77287.6738470825 | 22938.3261529175 |
158 | 32043 | 36784.3016227766 | -4741.30162277655 |
159 | 54454 | 48815.4042442379 | 5638.59575576207 |
160 | 78876 | 100416.097175159 | -21540.0971751593 |
161 | 170745 | 169371.775177965 | 1373.2248220353 |
162 | 6940 | 22501.1495478531 | -15561.1495478531 |
163 | 49025 | 59558.3710900157 | -10533.3710900157 |
164 | 122037 | 156154.609838726 | -34117.6098387262 |
165 | 53782 | 76716.4184825833 | -22934.4184825833 |
166 | 127748 | 106176.757744008 | 21571.2422559916 |
167 | 86839 | 101846.452709038 | -15007.4527090381 |
168 | 44830 | 70525.7516541018 | -25695.7516541018 |
169 | 77395 | 53679.8000074406 | 23715.1999925594 |
170 | 89324 | 64185.805667803 | 25138.194332197 |
171 | 103300 | 126555.9412855 | -23255.9412855001 |
172 | 112283 | 156584.895041409 | -44301.8950414089 |
173 | 10901 | 46657.7974286046 | -35756.7974286046 |
174 | 120691 | 129625.372760788 | -8934.37276078767 |
175 | 58106 | 86486.0769275929 | -28380.0769275929 |
176 | 57140 | 50689.0644663048 | 6450.9355336952 |
177 | 122422 | 126452.154710157 | -4030.15471015684 |
178 | 25899 | 28382.0173248528 | -2483.01732485284 |
179 | 139296 | 146504.848195146 | -7208.84819514593 |
180 | 52678 | 31187.5099375228 | 21490.4900624772 |
181 | 23853 | 33323.6537853786 | -9470.65378537856 |
182 | 17306 | 30964.8429845599 | -13658.8429845599 |
183 | 7953 | 13.6561508507293 | 7939.34384914927 |
184 | 89455 | 94061.5201616861 | -4606.52016168607 |
185 | 147866 | 143282.015169379 | 4583.98483062114 |
186 | 4245 | -75.698614604592 | 4320.69861460459 |
187 | 21509 | 15992.7405905896 | 5516.25940941039 |
188 | 7670 | -1908.17710628728 | 9578.17710628728 |
189 | 66675 | 57733.9624793428 | 8941.03752065721 |
190 | 14336 | 34673.5907299287 | -20337.5907299287 |
191 | 53608 | 62014.746435118 | -8406.74643511803 |
192 | 30059 | 33350.5007149626 | -3291.50071496257 |
193 | 29668 | 33932.8201269826 | -4264.82012698256 |
194 | 22097 | 6856.60809399523 | 15240.3919060048 |
195 | 96841 | 73912.0921193398 | 22928.9078806602 |
196 | 41907 | 68831.6187903729 | -26924.6187903729 |
197 | 27080 | 33712.2821042489 | -6632.28210424892 |
198 | 35885 | 43081.1790956394 | -7196.17909563937 |
199 | 41247 | 63126.1832190458 | -21879.1832190458 |
200 | 28313 | 62166.436702244 | -33853.436702244 |
201 | 36845 | 37997.391680424 | -1152.39168042401 |
202 | 16548 | 26659.6223516004 | -10111.6223516004 |
203 | 36134 | 43681.3347564197 | -7547.33475641966 |
204 | 55764 | 30943.131396881 | 24820.868603119 |
205 | 28910 | 41914.8022664061 | -13004.8022664061 |
206 | 13339 | 19585.440981833 | -6246.44098183303 |
207 | 25319 | 32164.3374053782 | -6845.33740537818 |
208 | 66956 | 56054.2529553117 | 10901.7470446883 |
209 | 47487 | 49397.5625679206 | -1910.56256792063 |
210 | 52785 | 50656.0512713909 | 2128.9487286091 |
211 | 44683 | 27441.0655305728 | 17241.9344694272 |
212 | 35619 | 42391.5423407265 | -6772.54234072655 |
213 | 21920 | 23947.8510290717 | -2027.85102907174 |
214 | 45608 | 29005.6355944798 | 16602.3644055202 |
215 | 7721 | 26579.1877945299 | -18858.1877945299 |
216 | 20634 | 21517.4761155587 | -883.476115558681 |
217 | 29788 | 31057.3383001409 | -1269.33830014089 |
218 | 31931 | 13553.5408021927 | 18377.4591978073 |
219 | 37754 | 26526.0326022563 | 11227.9673977437 |
220 | 32505 | 16111.5742005092 | 16393.4257994908 |
221 | 40557 | 40977.1797570837 | -420.179757083688 |
222 | 94238 | 42277.8110894863 | 51960.1889105137 |
223 | 44197 | 63029.0714895686 | -18832.0714895686 |
224 | 43228 | 29726.4092645413 | 13501.5907354587 |
225 | 4103 | 9279.62315006949 | -5176.62315006949 |
226 | 44144 | 58622.3988168084 | -14478.3988168084 |
227 | 32868 | 23961.6576618925 | 8906.34233810752 |
228 | 27640 | 63246.5856979667 | -35606.5856979667 |
229 | 14063 | 40155.8819562792 | -26092.8819562792 |
230 | 28990 | 40510.4104351452 | -11520.4104351452 |
231 | 4694 | 7488.77375847473 | -2794.77375847473 |
232 | 42648 | 34294.4452301901 | 8353.5547698099 |
233 | 64329 | 51189.8783885843 | 13139.1216114157 |
234 | 21928 | 19806.3909817145 | 2121.60901828546 |
235 | 25836 | 47247.3984898793 | -21411.3984898793 |
236 | 22779 | 29522.6548061803 | -6743.65480618033 |
237 | 40820 | 40262.8921413406 | 557.10785865943 |
238 | 27530 | 31286.520383803 | -3756.52038380301 |
239 | 32378 | 33143.7956963339 | -765.7956963339 |
240 | 10824 | 31420.4656739043 | -20596.4656739043 |
241 | 39613 | 34693.6177444641 | 4919.38225553592 |
242 | 60865 | 73545.0181513756 | -12680.0181513756 |
243 | 19787 | 29135.3814608957 | -9348.3814608957 |
244 | 20107 | 27194.7002684155 | -7087.70026841548 |
245 | 36605 | 36550.6963654547 | 54.303634545338 |
246 | 40961 | 43449.0523948893 | -2488.05239488929 |
247 | 48231 | 51043.3813728089 | -2812.38137280886 |
248 | 39725 | 22518.4971005437 | 17206.5028994563 |
249 | 21455 | 32175.7440715537 | -10720.7440715537 |
250 | 23430 | 26740.5405459342 | -3310.54054593419 |
251 | 62991 | 47649.3064250511 | 15341.6935749489 |
252 | 49363 | 47053.3707967917 | 2309.62920320826 |
253 | 9604 | 4096.14993822588 | 5507.85006177412 |
254 | 24552 | 31051.2794992233 | -6499.27949922334 |
255 | 31493 | 38295.6003329272 | -6802.60033292716 |
256 | 3439 | 8283.53712262532 | -4844.53712262532 |
257 | 19555 | 21715.6434131468 | -2160.64341314684 |
258 | 21228 | 25118.5905621357 | -3890.59056213567 |
259 | 23177 | 14171.9056555115 | 9005.09434448854 |
260 | 22094 | 11662.4791450524 | 10431.5208549476 |
261 | 2342 | 8529.91444159667 | -6187.91444159667 |
262 | 38798 | 29668.4501800894 | 9129.54981991059 |
263 | 3255 | 5706.9608353177 | -2451.9608353177 |
264 | 24261 | 32584.2649174346 | -8323.2649174346 |
265 | 18511 | 29709.3883221344 | -11198.3883221344 |
266 | 40798 | 36863.2294833407 | 3934.77051665934 |
267 | 28893 | 42783.5100751148 | -13890.5100751148 |
268 | 21425 | 37538.3788009189 | -16113.3788009189 |
269 | 50276 | 33944.3817705804 | 16331.6182294196 |
270 | 37643 | 49607.182564617 | -11964.182564617 |
271 | 30377 | 46180.2105846269 | -15803.2105846269 |
272 | 27126 | 23868.0040619805 | 3257.99593801947 |
273 | 13 | 1976.6121513986 | -1963.6121513986 |
274 | 42097 | 40784.7462968685 | 1312.25370313146 |
275 | 24451 | 22747.2682143147 | 1703.7317856853 |
276 | 14335 | 26106.1985344991 | -11771.1985344991 |
277 | 5084 | 6213.27182935992 | -1129.27182935992 |
278 | 9927 | 1582.73489271612 | 8344.26510728388 |
279 | 43527 | 40580.2440345106 | 2946.75596548939 |
280 | 27184 | 33081.0877198993 | -5897.0877198993 |
281 | 21610 | 32741.7864776756 | -11131.7864776756 |
282 | 20484 | 26711.5776377967 | -6227.57763779674 |
283 | 20156 | 36943.8295738633 | -16787.8295738633 |
284 | 6012 | 4062.58448621409 | 1949.41551378591 |
285 | 18475 | 19018.5576851159 | -543.557685115893 |
286 | 12645 | 25978.5448691424 | -13333.5448691424 |
287 | 11017 | 17748.1699793922 | -6731.1699793922 |
288 | 37623 | 51585.9982981675 | -13962.9982981675 |
289 | 35873 | 28737.1091627382 | 7135.89083726178 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
12 | 0.0118200654698755 | 0.023640130939751 | 0.988179934530125 |
13 | 0.00799167011649502 | 0.01598334023299 | 0.992008329883505 |
14 | 0.00402373334421405 | 0.0080474666884281 | 0.995976266655786 |
15 | 0.0397193642309417 | 0.0794387284618833 | 0.960280635769058 |
16 | 0.0183180630746908 | 0.0366361261493815 | 0.981681936925309 |
17 | 0.0164240019078459 | 0.0328480038156919 | 0.983575998092154 |
18 | 0.0790647211714843 | 0.158129442342969 | 0.920935278828516 |
19 | 0.0540900382838317 | 0.108180076567663 | 0.945909961716168 |
20 | 0.273060569632447 | 0.546121139264895 | 0.726939430367553 |
21 | 0.240160630271259 | 0.480321260542518 | 0.759839369728741 |
22 | 0.2081839428089 | 0.4163678856178 | 0.7918160571911 |
23 | 0.152549680618927 | 0.305099361237853 | 0.847450319381073 |
24 | 0.401041708312881 | 0.802083416625761 | 0.598958291687119 |
25 | 0.344206322049309 | 0.688412644098618 | 0.655793677950691 |
26 | 0.295883535560167 | 0.591767071120335 | 0.704116464439833 |
27 | 0.290014317016356 | 0.580028634032712 | 0.709985682983644 |
28 | 0.242414114579426 | 0.484828229158852 | 0.757585885420574 |
29 | 0.297045125092537 | 0.594090250185074 | 0.702954874907463 |
30 | 0.25388120934181 | 0.507762418683621 | 0.74611879065819 |
31 | 0.959469951748091 | 0.0810600965038187 | 0.0405300482519094 |
32 | 0.961822454924239 | 0.0763550901515222 | 0.0381775450757611 |
33 | 0.958332265009613 | 0.0833354699807748 | 0.0416677349903874 |
34 | 0.962202224536135 | 0.0755955509277307 | 0.0377977754638654 |
35 | 0.957167265766951 | 0.0856654684660983 | 0.0428327342330492 |
36 | 0.952552227688089 | 0.0948955446238223 | 0.0474477723119112 |
37 | 0.953489969983468 | 0.0930200600330646 | 0.0465100300165323 |
38 | 0.939218676407327 | 0.121562647185346 | 0.0607813235926729 |
39 | 0.971649149558366 | 0.0567017008832682 | 0.0283508504416341 |
40 | 0.973645712449809 | 0.0527085751003822 | 0.0263542875501911 |
41 | 0.965355522446143 | 0.0692889551077134 | 0.0346444775538567 |
42 | 0.957017259261368 | 0.0859654814772648 | 0.0429827407386324 |
43 | 0.946028460748159 | 0.107943078503681 | 0.0539715392518406 |
44 | 0.933363424794448 | 0.133273150411103 | 0.0666365752055515 |
45 | 0.920698107892747 | 0.158603784214506 | 0.0793018921072532 |
46 | 0.903925063419988 | 0.192149873160024 | 0.0960749365800121 |
47 | 0.90590935487657 | 0.188181290246861 | 0.0940906451234303 |
48 | 0.953129489380997 | 0.0937410212380071 | 0.0468705106190035 |
49 | 0.942885543874661 | 0.114228912250678 | 0.0571144561253388 |
50 | 0.930141629552073 | 0.139716740895854 | 0.0698583704479268 |
51 | 0.96651346339212 | 0.0669730732157606 | 0.0334865366078803 |
52 | 0.966157518877056 | 0.0676849622458887 | 0.0338424811229443 |
53 | 0.976327550471103 | 0.0473448990577941 | 0.023672449528897 |
54 | 0.970531456866785 | 0.0589370862664301 | 0.029468543133215 |
55 | 0.976521264919452 | 0.0469574701610961 | 0.0234787350805481 |
56 | 0.980536857782675 | 0.0389262844346509 | 0.0194631422173254 |
57 | 0.975546968847525 | 0.0489060623049506 | 0.0244530311524753 |
58 | 0.973232502100346 | 0.0535349957993082 | 0.0267674978996541 |
59 | 0.966053394508818 | 0.0678932109823649 | 0.0339466054911825 |
60 | 0.95751922069318 | 0.0849615586136405 | 0.0424807793068203 |
61 | 0.948833184152605 | 0.102333631694789 | 0.0511668158473947 |
62 | 0.963838412982116 | 0.0723231740357687 | 0.0361615870178844 |
63 | 0.964527007385745 | 0.07094598522851 | 0.035472992614255 |
64 | 0.957060108341164 | 0.0858797833176727 | 0.0429398916588364 |
65 | 0.95546971047099 | 0.0890605790580198 | 0.0445302895290099 |
66 | 0.948520045833483 | 0.102959908333034 | 0.0514799541665171 |
67 | 0.941192536030141 | 0.117614927939718 | 0.0588074639698592 |
68 | 0.949112996014898 | 0.101774007970204 | 0.0508870039851018 |
69 | 0.961847643257056 | 0.0763047134858875 | 0.0381523567429437 |
70 | 0.953792268487777 | 0.0924154630244465 | 0.0462077315122232 |
71 | 0.943857495778229 | 0.112285008443542 | 0.0561425042217708 |
72 | 0.956620801784866 | 0.086758396430269 | 0.0433791982151345 |
73 | 0.964835705895434 | 0.0703285882091324 | 0.0351642941045662 |
74 | 0.975102673806974 | 0.0497946523860525 | 0.0248973261930262 |
75 | 0.969114341010784 | 0.0617713179784314 | 0.0308856589892157 |
76 | 0.987408978104347 | 0.0251820437913055 | 0.0125910218956528 |
77 | 0.984272589159059 | 0.0314548216818822 | 0.0157274108409411 |
78 | 0.980192992603479 | 0.0396140147930416 | 0.0198070073965208 |
79 | 0.976922327800784 | 0.0461553443984312 | 0.0230776721992156 |
80 | 0.971437597559839 | 0.0571248048803214 | 0.0285624024401607 |
81 | 0.971729066319969 | 0.0565418673600614 | 0.0282709336800307 |
82 | 0.982464689751078 | 0.0350706204978433 | 0.0175353102489217 |
83 | 0.981218469874121 | 0.037563060251759 | 0.0187815301258795 |
84 | 0.977077522630147 | 0.0458449547397055 | 0.0229224773698528 |
85 | 0.996868756111842 | 0.0062624877763162 | 0.0031312438881581 |
86 | 0.997174115320791 | 0.00565176935841777 | 0.00282588467920889 |
87 | 0.996918700186441 | 0.00616259962711777 | 0.00308129981355889 |
88 | 0.995956185595494 | 0.0080876288090115 | 0.00404381440450575 |
89 | 0.994722268630549 | 0.0105554627389022 | 0.0052777313694511 |
90 | 0.993565059466746 | 0.0128698810665088 | 0.00643494053325442 |
91 | 0.993171672461321 | 0.0136566550773572 | 0.0068283275386786 |
92 | 0.99129373487354 | 0.0174125302529197 | 0.00870626512645983 |
93 | 0.991442791896703 | 0.0171144162065935 | 0.00855720810329674 |
94 | 0.989137710446539 | 0.0217245791069224 | 0.0108622895534612 |
95 | 0.986886841706083 | 0.0262263165878341 | 0.0131131582939171 |
96 | 0.986100323036871 | 0.0277993539262585 | 0.0138996769631292 |
97 | 0.993124567380115 | 0.0137508652397709 | 0.00687543261988546 |
98 | 0.999761596190582 | 0.000476807618836013 | 0.000238403809418006 |
99 | 0.999670206426073 | 0.000659587147853115 | 0.000329793573926557 |
100 | 0.99989459966783 | 0.000210800664340786 | 0.000105400332170393 |
101 | 0.999862867435446 | 0.000274265129108023 | 0.000137132564554012 |
102 | 0.999912775556896 | 0.000174448886207367 | 8.72244431036833e-05 |
103 | 0.99988901310463 | 0.000221973790740039 | 0.00011098689537002 |
104 | 0.999846375958655 | 0.000307248082691001 | 0.000153624041345501 |
105 | 0.999831022968152 | 0.000337954063696368 | 0.000168977031848184 |
106 | 0.9998691287692 | 0.000261742461599645 | 0.000130871230799822 |
107 | 0.999836854821113 | 0.000326290357773842 | 0.000163145178886921 |
108 | 0.999797766200675 | 0.000404467598650073 | 0.000202233799325037 |
109 | 0.999756694435253 | 0.000486611129493415 | 0.000243305564746708 |
110 | 0.999674001388712 | 0.000651997222576151 | 0.000325998611288076 |
111 | 0.999649750344564 | 0.000700499310871829 | 0.000350249655435915 |
112 | 0.999579592092091 | 0.00084081581581877 | 0.000420407907909385 |
113 | 0.999580176562656 | 0.000839646874687138 | 0.000419823437343569 |
114 | 0.999436414014782 | 0.00112717197043526 | 0.000563585985217629 |
115 | 0.999634750486463 | 0.000730499027074554 | 0.000365249513537277 |
116 | 0.999507088380776 | 0.000985823238448978 | 0.000492911619224489 |
117 | 0.999348741443409 | 0.00130251711318099 | 0.000651258556590493 |
118 | 0.999264207466334 | 0.00147158506733131 | 0.000735792533665653 |
119 | 0.999999875135952 | 2.49728096327853e-07 | 1.24864048163926e-07 |
120 | 0.999999839029014 | 3.21941971454229e-07 | 1.60970985727114e-07 |
121 | 0.999999751091413 | 4.9781717293231e-07 | 2.48908586466155e-07 |
122 | 0.999999714683307 | 5.70633385497518e-07 | 2.85316692748759e-07 |
123 | 0.999999595757737 | 8.08484525056504e-07 | 4.04242262528252e-07 |
124 | 0.99999939587678 | 1.20824644019047e-06 | 6.04123220095237e-07 |
125 | 0.999999987968197 | 2.40636066216169e-08 | 1.20318033108085e-08 |
126 | 0.999999986023857 | 2.79522864508473e-08 | 1.39761432254237e-08 |
127 | 0.999999982257867 | 3.5484265951992e-08 | 1.7742132975996e-08 |
128 | 0.999999977825806 | 4.43483887394546e-08 | 2.21741943697273e-08 |
129 | 0.999999979238102 | 4.15237965509734e-08 | 2.07618982754867e-08 |
130 | 0.999999967443225 | 6.51135497529184e-08 | 3.25567748764592e-08 |
131 | 0.999999950316427 | 9.93671465637541e-08 | 4.96835732818771e-08 |
132 | 0.999999947864708 | 1.04270584696771e-07 | 5.21352923483855e-08 |
133 | 0.999999919201476 | 1.61597047097007e-07 | 8.07985235485034e-08 |
134 | 0.999999912131988 | 1.7573602334653e-07 | 8.78680116732651e-08 |
135 | 0.99999998790266 | 2.41946793144629e-08 | 1.20973396572315e-08 |
136 | 0.999999997881599 | 4.2368025739012e-09 | 2.1184012869506e-09 |
137 | 0.999999996556918 | 6.88616404383854e-09 | 3.44308202191927e-09 |
138 | 0.999999998495641 | 3.00871829055562e-09 | 1.50435914527781e-09 |
139 | 0.99999999784067 | 4.31866048795031e-09 | 2.15933024397515e-09 |
140 | 0.999999997530246 | 4.93950753143294e-09 | 2.46975376571647e-09 |
141 | 0.999999996008727 | 7.98254655615117e-09 | 3.99127327807559e-09 |
142 | 0.999999993454893 | 1.3090214088731e-08 | 6.54510704436551e-09 |
143 | 0.99999999171924 | 1.65615201209477e-08 | 8.28076006047384e-09 |
144 | 0.999999996145741 | 7.7085188658165e-09 | 3.85425943290825e-09 |
145 | 0.999999994721219 | 1.05575614632559e-08 | 5.27878073162797e-09 |
146 | 0.999999993492281 | 1.30154386717522e-08 | 6.50771933587608e-09 |
147 | 0.999999994327973 | 1.13440548555789e-08 | 5.67202742778945e-09 |
148 | 0.999999991207957 | 1.75840857229226e-08 | 8.79204286146128e-09 |
149 | 0.999999985765476 | 2.84690473778281e-08 | 1.4234523688914e-08 |
150 | 0.999999976582013 | 4.68359731361213e-08 | 2.34179865680606e-08 |
151 | 0.999999962295522 | 7.54089554328917e-08 | 3.77044777164458e-08 |
152 | 0.999999942821282 | 1.14357435839741e-07 | 5.71787179198703e-08 |
153 | 0.9999999092179 | 1.81564199549899e-07 | 9.07820997749494e-08 |
154 | 0.999999880620058 | 2.3875988410158e-07 | 1.1937994205079e-07 |
155 | 0.999999995632784 | 8.73443141408903e-09 | 4.36721570704451e-09 |
156 | 0.999999998654019 | 2.69196207349269e-09 | 1.34598103674635e-09 |
157 | 0.999999999401158 | 1.19768389984307e-09 | 5.98841949921537e-10 |
158 | 0.999999999019245 | 1.96151047911432e-09 | 9.80755239557161e-10 |
159 | 0.99999999856649 | 2.86702041227136e-09 | 1.43351020613568e-09 |
160 | 0.999999998331496 | 3.33700886449005e-09 | 1.66850443224502e-09 |
161 | 0.999999998731181 | 2.53763723584946e-09 | 1.26881861792473e-09 |
162 | 0.999999998324883 | 3.35023503663705e-09 | 1.67511751831853e-09 |
163 | 0.999999997449338 | 5.10132336551715e-09 | 2.55066168275857e-09 |
164 | 0.999999998071386 | 3.85722743696138e-09 | 1.92861371848069e-09 |
165 | 0.999999997840991 | 4.31801828145724e-09 | 2.15900914072862e-09 |
166 | 0.999999999455568 | 1.08886362123346e-09 | 5.4443181061673e-10 |
167 | 0.999999999145824 | 1.70835136699777e-09 | 8.54175683498886e-10 |
168 | 0.999999999498358 | 1.0032831949504e-09 | 5.01641597475201e-10 |
169 | 0.999999999777456 | 4.45088964488735e-10 | 2.22544482244368e-10 |
170 | 0.999999999896481 | 2.07038169530522e-10 | 1.03519084765261e-10 |
171 | 0.999999999877686 | 2.44629048326372e-10 | 1.22314524163186e-10 |
172 | 0.999999999951334 | 9.73317986169617e-11 | 4.86658993084809e-11 |
173 | 0.99999999999522 | 9.55965663972653e-12 | 4.77982831986326e-12 |
174 | 0.999999999990995 | 1.80097202492228e-11 | 9.00486012461139e-12 |
175 | 0.999999999997022 | 5.95587727574651e-12 | 2.97793863787325e-12 |
176 | 0.999999999995209 | 9.5816698864374e-12 | 4.7908349432187e-12 |
177 | 0.999999999991677 | 1.66456777850759e-11 | 8.32283889253796e-12 |
178 | 0.999999999984211 | 3.15778260915897e-11 | 1.57889130457948e-11 |
179 | 0.999999999972845 | 5.43091992641807e-11 | 2.71545996320903e-11 |
180 | 0.999999999973187 | 5.36250552910517e-11 | 2.68125276455258e-11 |
181 | 0.999999999963299 | 7.34024845862922e-11 | 3.67012422931461e-11 |
182 | 0.999999999979655 | 4.06907814315784e-11 | 2.03453907157892e-11 |
183 | 0.999999999965761 | 6.84779156027357e-11 | 3.42389578013678e-11 |
184 | 0.999999999952307 | 9.5386716509047e-11 | 4.76933582545235e-11 |
185 | 0.9999999999846 | 3.08007797397137e-11 | 1.54003898698568e-11 |
186 | 0.999999999970091 | 5.98181544244998e-11 | 2.99090772122499e-11 |
187 | 0.99999999994534 | 1.09319913209278e-10 | 5.46599566046391e-11 |
188 | 0.999999999908646 | 1.82707777126195e-10 | 9.13538885630976e-11 |
189 | 0.999999999924619 | 1.50761351165938e-10 | 7.53806755829688e-11 |
190 | 0.999999999960295 | 7.94100807065986e-11 | 3.97050403532993e-11 |
191 | 0.99999999992873 | 1.42540206807399e-10 | 7.12701034036997e-11 |
192 | 0.999999999895382 | 2.09235723751971e-10 | 1.04617861875985e-10 |
193 | 0.999999999821422 | 3.57156696354598e-10 | 1.78578348177299e-10 |
194 | 0.999999999697656 | 6.04688822245544e-10 | 3.02344411122772e-10 |
195 | 0.999999999929147 | 1.41705076359166e-10 | 7.08525381795832e-11 |
196 | 0.999999999916704 | 1.66591801492466e-10 | 8.32959007462328e-11 |
197 | 0.999999999846658 | 3.06684005671332e-10 | 1.53342002835666e-10 |
198 | 0.99999999976156 | 4.76880600443709e-10 | 2.38440300221854e-10 |
199 | 0.999999999673853 | 6.5229413051723e-10 | 3.26147065258615e-10 |
200 | 0.999999999680388 | 6.39223435564974e-10 | 3.19611717782487e-10 |
201 | 0.999999999398847 | 1.20230584052114e-09 | 6.01152920260572e-10 |
202 | 0.999999998969527 | 2.06094592702744e-09 | 1.03047296351372e-09 |
203 | 0.999999998436473 | 3.12705346128343e-09 | 1.56352673064171e-09 |
204 | 0.99999999910638 | 1.7872408068704e-09 | 8.93620403435199e-10 |
205 | 0.999999998777956 | 2.44408903202514e-09 | 1.22204451601257e-09 |
206 | 0.999999997834056 | 4.33188859983295e-09 | 2.16594429991647e-09 |
207 | 0.999999996377479 | 7.2450410717154e-09 | 3.6225205358577e-09 |
208 | 0.999999996852303 | 6.29539485393395e-09 | 3.14769742696697e-09 |
209 | 0.999999994336817 | 1.13263652887031e-08 | 5.66318264435157e-09 |
210 | 0.999999989983626 | 2.00327483983995e-08 | 1.00163741991997e-08 |
211 | 0.999999988950252 | 2.2099495332803e-08 | 1.10497476664015e-08 |
212 | 0.999999979657528 | 4.06849433094711e-08 | 2.03424716547355e-08 |
213 | 0.999999962079822 | 7.5840355284602e-08 | 3.7920177642301e-08 |
214 | 0.99999995953459 | 8.09308192905605e-08 | 4.04654096452802e-08 |
215 | 0.999999982534262 | 3.49314767325059e-08 | 1.74657383662529e-08 |
216 | 0.999999968898289 | 6.22034218206559e-08 | 3.11017109103279e-08 |
217 | 0.999999941459558 | 1.17080883873008e-07 | 5.8540441936504e-08 |
218 | 0.999999906409643 | 1.87180714210869e-07 | 9.35903571054347e-08 |
219 | 0.999999861244653 | 2.77510694681798e-07 | 1.38755347340899e-07 |
220 | 0.999999848049051 | 3.03901897470498e-07 | 1.51950948735249e-07 |
221 | 0.99999973337769 | 5.33244620147751e-07 | 2.66622310073876e-07 |
222 | 0.999999999997366 | 5.26765307859715e-12 | 2.63382653929857e-12 |
223 | 0.999999999996254 | 7.49245047935447e-12 | 3.74622523967724e-12 |
224 | 0.999999999998368 | 3.26427017369211e-12 | 1.63213508684605e-12 |
225 | 0.999999999996239 | 7.52285102953352e-12 | 3.76142551476676e-12 |
226 | 0.999999999991792 | 1.64158718482385e-11 | 8.20793592411927e-12 |
227 | 0.999999999985715 | 2.8570841037761e-11 | 1.42854205188805e-11 |
228 | 0.9999999999949 | 1.02009510490871e-11 | 5.10047552454356e-12 |
229 | 0.999999999999082 | 1.83688639444329e-12 | 9.18443197221646e-13 |
230 | 0.999999999998616 | 2.76710100112612e-12 | 1.38355050056306e-12 |
231 | 0.999999999996378 | 7.24340318612446e-12 | 3.62170159306223e-12 |
232 | 0.999999999992994 | 1.40125207916424e-11 | 7.0062603958212e-12 |
233 | 0.99999999999812 | 3.75927352396964e-12 | 1.87963676198482e-12 |
234 | 0.999999999994892 | 1.02152893036844e-11 | 5.10764465184222e-12 |
235 | 0.999999999996885 | 6.2299108431369e-12 | 3.11495542156845e-12 |
236 | 0.999999999995303 | 9.39321856613892e-12 | 4.69660928306946e-12 |
237 | 0.99999999998902 | 2.19601058469532e-11 | 1.09800529234766e-11 |
238 | 0.999999999970997 | 5.80066178662566e-11 | 2.90033089331283e-11 |
239 | 0.99999999992175 | 1.56500789596619e-10 | 7.82503947983096e-11 |
240 | 0.999999999932257 | 1.35485341762932e-10 | 6.77426708814658e-11 |
241 | 0.999999999857342 | 2.85316770399782e-10 | 1.42658385199891e-10 |
242 | 0.999999999636096 | 7.27808217093959e-10 | 3.6390410854698e-10 |
243 | 0.999999999581388 | 8.37223249011305e-10 | 4.18611624505652e-10 |
244 | 0.999999998884526 | 2.23094860231726e-09 | 1.11547430115863e-09 |
245 | 0.999999997410038 | 5.17992498959855e-09 | 2.58996249479928e-09 |
246 | 0.999999996033788 | 7.93242317642899e-09 | 3.9662115882145e-09 |
247 | 0.999999989657502 | 2.06849953735828e-08 | 1.03424976867914e-08 |
248 | 0.999999997045201 | 5.90959857904996e-09 | 2.95479928952498e-09 |
249 | 0.999999995937987 | 8.12402676092416e-09 | 4.06201338046208e-09 |
250 | 0.999999988909143 | 2.21817138058552e-08 | 1.10908569029276e-08 |
251 | 0.999999998561801 | 2.87639840335816e-09 | 1.43819920167908e-09 |
252 | 0.999999997636937 | 4.72612533201672e-09 | 2.36306266600836e-09 |
253 | 0.999999992833479 | 1.43330424881737e-08 | 7.16652124408686e-09 |
254 | 0.999999983286502 | 3.34269969923785e-08 | 1.67134984961892e-08 |
255 | 0.999999963569358 | 7.28612839322051e-08 | 3.64306419661026e-08 |
256 | 0.99999991507317 | 1.69853660851632e-07 | 8.4926830425816e-08 |
257 | 0.9999997885304 | 4.22939199530127e-07 | 2.11469599765064e-07 |
258 | 0.999999460729334 | 1.07854133216874e-06 | 5.39270666084372e-07 |
259 | 0.999999404740495 | 1.19051901049467e-06 | 5.95259505247334e-07 |
260 | 0.999998913690849 | 2.17261830234883e-06 | 1.08630915117442e-06 |
261 | 0.999997632344772 | 4.73531045641353e-06 | 2.36765522820677e-06 |
262 | 0.999993897937259 | 1.22041254819901e-05 | 6.10206274099505e-06 |
263 | 0.999984480772554 | 3.10384548920777e-05 | 1.55192274460388e-05 |
264 | 0.999985575531915 | 2.88489361691961e-05 | 1.44244680845981e-05 |
265 | 0.99996265020368 | 7.46995926396022e-05 | 3.73497963198011e-05 |
266 | 0.999906394039312 | 0.000187211921375557 | 9.36059606877786e-05 |
267 | 0.999809847702021 | 0.000380304595958289 | 0.000190152297979144 |
268 | 0.99981432506645 | 0.000371349867100151 | 0.000185674933550075 |
269 | 0.999974485059109 | 5.10298817819681e-05 | 2.55149408909841e-05 |
270 | 0.999907204767588 | 0.000185590464823879 | 9.27952324119396e-05 |
271 | 0.999680697693528 | 0.000638604612943177 | 0.000319302306471588 |
272 | 0.999496616097124 | 0.0010067678057521 | 0.000503383902876049 |
273 | 0.99842087032493 | 0.0031582593501397 | 0.00157912967506985 |
274 | 0.994801722025024 | 0.0103965559499521 | 0.00519827797497603 |
275 | 0.983853395742585 | 0.0322932085148303 | 0.0161466042574151 |
276 | 0.960328308603583 | 0.0793433827928335 | 0.0396716913964168 |
277 | 0.898656416080321 | 0.202687167839357 | 0.101343583919679 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 181 | 0.680451127819549 | NOK |
5% type I error level | 208 | 0.781954887218045 | NOK |
10% type I error level | 239 | 0.898496240601504 | NOK |