Multiple Linear Regression - Estimated Regression Equation |
totsize[t] = -278.395639082987 -10.6874050962482pageviews[t] + 0.173435619449412time[t] + 71.4209960111051logins[t] + 2235.72346610234shared[t] + 419.874986828501blogged[t] + 810.264470087121reviewed[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) | -278.395639082987 | 3712.365118 | -0.075 | 0.940275 | 0.470137 |
pageviews | -10.6874050962482 | 4.536715 | -2.3558 | 0.01917 | 0.009585 |
time | 0.173435619449412 | 0.045681 | 3.7966 | 0.00018 | 9e-05 |
logins | 71.4209960111051 | 63.222007 | 1.1297 | 0.259569 | 0.129784 |
shared | 2235.72346610234 | 551.722012 | 4.0523 | 6.6e-05 | 3.3e-05 |
blogged | 419.874986828501 | 73.251881 | 5.7319 | 0 | 0 |
reviewed | 810.264470087121 | 224.286487 | 3.6126 | 0.000359 | 0.000179 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.822287403964787 |
R-squared | 0.676156574719149 |
Adjusted R-squared | 0.669266289074875 |
F-TEST (value) | 98.1318641384784 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 282 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 23247.8673932868 |
Sum Squared Residuals | 152410661410.709 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 112285 | 89330.4543626484 | 22954.5456373516 |
2 | 84786 | 71399.4614840298 | 13386.5385159702 |
3 | 83123 | 100650.613332283 | -17527.6133322825 |
4 | 101193 | 88091.5574644387 | 13101.4425355613 |
5 | 38361 | 54949.1751541329 | -16588.1751541329 |
6 | 68504 | 33480.9425056826 | 35023.0574943174 |
7 | 119182 | 110008.765548084 | 9173.23445191561 |
8 | 22807 | 17799.6499439425 | 5007.35005605748 |
9 | 17140 | 26421.0126813526 | -9281.01268135263 |
10 | 116174 | 62098.5707751959 | 54075.4292248041 |
11 | 57635 | 64621.5366345543 | -6986.53663455432 |
12 | 66198 | 91549.867868455 | -25351.867868455 |
13 | 71701 | 107500.833381493 | -35799.8333814927 |
14 | 57793 | 70498.1071830827 | -12705.1071830827 |
15 | 80444 | 108316.056121772 | -27872.0561217721 |
16 | 53855 | 93855.9031045311 | -40000.9031045311 |
17 | 97668 | 128287.027527236 | -30619.0275272356 |
18 | 133824 | 101409.66508935 | 32414.3349106498 |
19 | 101481 | 90444.1032272437 | 11036.8967727563 |
20 | 99645 | 68139.3889232702 | 31505.6110767298 |
21 | 114789 | 112264.220474358 | 2524.77952564245 |
22 | 99052 | 92139.0655093959 | 6912.9344906041 |
23 | 67654 | 100964.036820532 | -33310.0368205316 |
24 | 65553 | 68166.6535159207 | -2613.65351592067 |
25 | 97500 | 93959.4330916401 | 3540.56690835987 |
26 | 69112 | 88910.4927124212 | -19798.4927124212 |
27 | 82753 | 69936.6913978332 | 12816.3086021668 |
28 | 85323 | 92008.726059682 | -6685.72605968201 |
29 | 72654 | 97040.7231006516 | -24386.7231006516 |
30 | 30727 | 51156.8850196807 | -20429.8850196808 |
31 | 77873 | 92845.9022375783 | -14972.9022375783 |
32 | 117478 | 97173.2665929046 | 20304.7334070954 |
33 | 74007 | 78252.9836763257 | -4245.98367632569 |
34 | 90183 | 116711.6834578 | -26528.6834578001 |
35 | 61542 | 57233.529408236 | 4308.47059176404 |
36 | 101494 | 106215.910614274 | -4721.91061427444 |
37 | 27570 | 33938.652472697 | -6368.65247269699 |
38 | 55813 | 75412.8218120084 | -19599.8218120084 |
39 | 79215 | 99166.5643488741 | -19951.5643488741 |
40 | 1423 | 192.477950372628 | 1230.52204962737 |
41 | 55461 | 69404.1967296929 | -13943.1967296929 |
42 | 31081 | 38509.8668400311 | -7428.86684003107 |
43 | 22996 | 34143.2715725013 | -11147.2715725013 |
44 | 83122 | 99943.7169562986 | -16821.7169562986 |
45 | 70106 | 113087.514881879 | -42981.5148818787 |
46 | 60578 | 80718.9843895063 | -20140.9843895063 |
47 | 39992 | 49118.590369083 | -9126.59036908304 |
48 | 79892 | 74235.2641781335 | 5656.73582186646 |
49 | 49810 | 56921.5795757968 | -7111.57957579684 |
50 | 71570 | 49946.5027611057 | 21623.4972388943 |
51 | 100708 | 88946.1980078756 | 11761.8019921244 |
52 | 33032 | 40512.7980186811 | -7480.7980186811 |
53 | 82875 | 86443.3716089012 | -3568.37160890124 |
54 | 139077 | 116010.21312401 | 23066.78687599 |
55 | 71595 | 79816.3089691825 | -8221.30896918254 |
56 | 72260 | 72942.2992142863 | -682.299214286272 |
57 | 5950 | 6929.87387566332 | -979.873875663317 |
58 | 115762 | 133903.770776864 | -18141.7707768636 |
59 | 32551 | 38843.4293141514 | -6292.42931415135 |
60 | 31701 | 40065.4141927425 | -8364.41419274253 |
61 | 80670 | 73130.0156445624 | 7539.98435543756 |
62 | 143558 | 113229.373045207 | 30328.6269547925 |
63 | 117105 | 79545.645019429 | 37559.354980571 |
64 | 23789 | 35412.3022223331 | -11623.3022223331 |
65 | 120733 | 93319.2140011558 | 27413.7859988442 |
66 | 105195 | 110618.084355375 | -5423.08435537526 |
67 | 73107 | 102648.846971558 | -29541.8469715576 |
68 | 132068 | 130517.153274116 | 1550.84672588445 |
69 | 149193 | 101499.401001829 | 47693.5989981707 |
70 | 46821 | 84314.9674299779 | -37493.9674299779 |
71 | 87011 | 87096.8324526794 | -85.8324526794029 |
72 | 95260 | 69963.1248198897 | 25296.8751801103 |
73 | 55183 | 69359.4322128233 | -14176.4322128233 |
74 | 106671 | 77120.9498100975 | 29550.0501899025 |
75 | 73511 | 95189.1667272785 | -21678.1667272785 |
76 | 92945 | 92134.8636591608 | 810.136340839182 |
77 | 78664 | 89885.4287641215 | -11221.4287641215 |
78 | 70054 | 105838.084812719 | -35784.084812719 |
79 | 22618 | 46509.861581583 | -23891.861581583 |
80 | 74011 | 94907.1941755254 | -20896.1941755254 |
81 | 83737 | 73119.7310475343 | 10617.2689524657 |
82 | 69094 | 84345.6944247985 | -15251.6944247985 |
83 | 93133 | 116550.359713985 | -23417.3597139846 |
84 | 95536 | 93936.2973007852 | 1599.70269921479 |
85 | 225920 | 93306.9212970091 | 132613.078702991 |
86 | 62133 | 81479.7925072674 | -19346.7925072674 |
87 | 61370 | 67515.8500156012 | -6145.85001560119 |
88 | 43836 | 50396.3353127978 | -6560.33531279777 |
89 | 106117 | 114836.039780063 | -8719.03978006251 |
90 | 38692 | 60272.7367150194 | -21580.7367150194 |
91 | 84651 | 96072.419368385 | -11421.419368385 |
92 | 56622 | 33305.2106440405 | 23316.7893559595 |
93 | 15986 | 36075.3128604793 | -20089.3128604793 |
94 | 95364 | 77198.4466523315 | 18165.5533476685 |
95 | 26706 | 47686.0639598589 | -20980.063959859 |
96 | 89691 | 77251.2852576741 | 12439.7147423259 |
97 | 67267 | 93879.7728048112 | -26612.7728048112 |
98 | 126846 | 93644.5502637443 | 33201.4497362557 |
99 | 41140 | 77677.2125189405 | -36537.2125189405 |
100 | 102860 | 101697.06338866 | 1162.9366113397 |
101 | 51715 | 59685.2821583541 | -7970.2821583541 |
102 | 55801 | 85576.2649298685 | -29775.2649298685 |
103 | 111813 | 82179.6378969482 | 29633.3621030518 |
104 | 120293 | 71187.3695940193 | 49105.6304059807 |
105 | 138599 | 82952.0138969567 | 55646.9861030432 |
106 | 161647 | 106802.120733912 | 54844.8792660883 |
107 | 115929 | 133905.462314019 | -17976.4623140194 |
108 | 24266 | 35755.6737343825 | -11489.6737343825 |
109 | 162901 | 123948.829773865 | 38952.1702261346 |
110 | 109825 | 112134.021913809 | -2309.02191380942 |
111 | 129838 | 99805.5376045272 | 30032.4623954728 |
112 | 37510 | 62585.9028358378 | -25075.9028358378 |
113 | 43750 | 31591.4817210729 | 12158.5182789271 |
114 | 40652 | 68682.3617980184 | -28030.3617980184 |
115 | 87771 | 78539.3083307791 | 9231.69166922096 |
116 | 85872 | 86819.3294741167 | -947.329474116729 |
117 | 89275 | 112197.924344201 | -22922.9243442011 |
118 | 44418 | 58671.8741911749 | -14253.8741911749 |
119 | 192565 | 41595.3918747084 | 150969.608125292 |
120 | 35232 | 35961.2478790852 | -729.247879085209 |
121 | 40909 | 49498.8979725828 | -8589.89797258284 |
122 | 13294 | 23991.2422177622 | -10697.2422177622 |
123 | 32387 | 43027.3876281331 | -10640.3876281331 |
124 | 140867 | 67804.5468143301 | 73062.4531856699 |
125 | 120662 | 83998.7362592237 | 36663.2637407763 |
126 | 21233 | 35752.4700432493 | -14519.4700432493 |
127 | 44332 | 38386.6101988235 | 5945.38980117654 |
128 | 61056 | 49333.0538691166 | 11722.9461308834 |
129 | 101338 | 116124.141690194 | -14786.1416901944 |
130 | 1168 | 6084.06947935478 | -4916.06947935478 |
131 | 13497 | 19768.2464623909 | -6271.24646239089 |
132 | 65567 | 84090.3182086991 | -18523.3182086991 |
133 | 25162 | 34083.9394048886 | -8921.93940488858 |
134 | 32334 | 39250.1473411842 | -6916.14734118422 |
135 | 40735 | 69795.7316359265 | -29060.7316359265 |
136 | 91413 | 111374.320322793 | -19961.3203227934 |
137 | 855 | 2059.32800404858 | -1204.32800404858 |
138 | 97068 | 77120.2570086829 | 19947.7429913171 |
139 | 44339 | 13952.319987819 | 30386.680012181 |
140 | 14116 | 15768.1304699064 | -1652.13046990639 |
141 | 10288 | 18896.4095881984 | -8608.40958819843 |
142 | 65622 | 49795.0272711709 | 15826.9727288291 |
143 | 16563 | 24433.5657898046 | -7870.5657898046 |
144 | 76643 | 92467.410206095 | -15824.410206095 |
145 | 110681 | 92990.5089487228 | 17690.4910512772 |
146 | 29011 | 32400.7040608971 | -3389.70406089705 |
147 | 92696 | 75809.8720969381 | 16886.1279030619 |
148 | 94785 | 41656.7716661277 | 53128.2283338723 |
149 | 8773 | 15907.2564422184 | -7134.25644221844 |
150 | 83209 | 65605.1504852938 | 17603.8495147062 |
151 | 93815 | 105383.341804479 | -11568.3418044794 |
152 | 86687 | 75634.0144407268 | 11052.9855592732 |
153 | 34553 | 40175.2085586142 | -5622.20855861424 |
154 | 105547 | 125083.878227411 | -19536.8782274115 |
155 | 103487 | 113588.792303703 | -10101.7923037034 |
156 | 213688 | 136437.593664885 | 77250.406335115 |
157 | 71220 | 68380.2855416795 | 2839.71445832051 |
158 | 23517 | 27855.7316214245 | -4338.73162142449 |
159 | 56926 | 42802.9085883599 | 14123.0914116401 |
160 | 91721 | 94271.8677163892 | -2550.86771638918 |
161 | 115168 | 113356.570331367 | 1811.42966863331 |
162 | 111194 | 60114.9842229372 | 51079.0157770628 |
163 | 51009 | 41974.4131006481 | 9034.58689935188 |
164 | 135777 | 106448.800010157 | 29328.1999898425 |
165 | 51513 | 63262.8847594927 | -11749.8847594927 |
166 | 74163 | 89918.0439981481 | -15755.0439981481 |
167 | 51633 | 72451.1813703199 | -20818.1813703199 |
168 | 75345 | 47521.0173224503 | 27823.9826775497 |
169 | 33416 | 51508.1583936098 | -18092.1583936098 |
170 | 83305 | 60089.4540804463 | 23215.5459195537 |
171 | 98952 | 106122.413488811 | -7170.4134888109 |
172 | 102372 | 94894.1097492184 | 7477.89025078163 |
173 | 37238 | 53459.3118946618 | -16221.3118946618 |
174 | 103772 | 129420.097783596 | -25648.0977835961 |
175 | 123969 | 107491.846309289 | 16477.1536907111 |
176 | 27142 | 30482.0719971227 | -3340.07199712266 |
177 | 135400 | 82723.3729192151 | 52676.6270807849 |
178 | 21399 | 32860.7364315097 | -11461.7364315097 |
179 | 130115 | 113089.950932087 | 17025.0490679126 |
180 | 24874 | 46792.4350117335 | -21918.4350117335 |
181 | 34988 | 29935.2426352073 | 5052.75736479269 |
182 | 45549 | 39584.7591105459 | 5964.24088945407 |
183 | 6023 | 2450.44379189166 | 3572.55620810834 |
184 | 64466 | 67155.429981579 | -2689.42998157898 |
185 | 54990 | 106249.656155946 | -51259.6561559457 |
186 | 1644 | 2652.59910365489 | -1008.59910365489 |
187 | 6179 | 13266.5224614047 | -7087.52246140465 |
188 | 3926 | 2425.3245069675 | 1500.6754930325 |
189 | 32755 | 38642.194459446 | -5887.194459446 |
190 | 34777 | 50810.0922701177 | -16033.0922701177 |
191 | 73224 | 58762.3048246013 | 14461.6951753987 |
192 | 27114 | 28793.2989137711 | -1679.29891377113 |
193 | 20760 | 35075.6255422884 | -14315.6255422884 |
194 | 37636 | 33958.5659849841 | 3677.43401501589 |
195 | 65461 | 53223.5954775374 | 12237.4045224626 |
196 | 30080 | 45451.9563835145 | -15371.9563835145 |
197 | 24094 | 26266.2212844251 | -2172.2212844251 |
198 | 69008 | 27502.3227658715 | 41505.6772341285 |
199 | 54968 | 35760.3196228283 | 19207.6803771717 |
200 | 46090 | 34288.3343416964 | 11801.6656583035 |
201 | 27507 | 35403.6611849382 | -7896.6611849382 |
202 | 10672 | 32552.1244722655 | -21880.1244722655 |
203 | 34029 | 41275.2659278208 | -7246.26592782078 |
204 | 46300 | 34895.8493976269 | 11404.1506023731 |
205 | 24760 | 34650.8006601035 | -9890.80066010346 |
206 | 18779 | 23480.4770152993 | -4701.47701529927 |
207 | 21280 | 31207.7142685975 | -9927.71426859753 |
208 | 40662 | 44960.6369042283 | -4298.6369042283 |
209 | 28987 | 41625.8372041913 | -12638.8372041913 |
210 | 22827 | 49322.7165883023 | -26495.7165883023 |
211 | 18513 | 32527.096759457 | -14014.096759457 |
212 | 30594 | 39536.9836723662 | -8942.98367236618 |
213 | 24006 | 26329.7249823762 | -2323.72498237618 |
214 | 27913 | 35829.68224249 | -7916.68224249002 |
215 | 42744 | 34955.9813110435 | 7788.0186889565 |
216 | 12934 | 27490.7598611034 | -14556.7598611034 |
217 | 22574 | 22827.2647056614 | -253.264705661427 |
218 | 41385 | 34243.488619776 | 7141.51138022396 |
219 | 18653 | 36295.5694436588 | -17642.5694436588 |
220 | 18472 | 26231.1138114448 | -7759.11381144477 |
221 | 30976 | 32916.8358214923 | -1940.83582149231 |
222 | 63339 | 46187.2207450755 | 17151.7792549245 |
223 | 25568 | 40044.3277181188 | -14476.3277181188 |
224 | 33747 | 29720.424173665 | 4026.57582633498 |
225 | 4154 | 18753.0567078432 | -14599.0567078432 |
226 | 19474 | 44215.5242616375 | -24741.5242616375 |
227 | 35130 | 21759.2903090783 | 13370.7096909217 |
228 | 39067 | 34824.5970177825 | 4242.4029822175 |
229 | 13310 | 29650.2587401799 | -16340.2587401799 |
230 | 65892 | 32681.2727930286 | 33210.7272069714 |
231 | 4143 | 16173.5596986976 | -12030.5596986976 |
232 | 28579 | 31030.6785275709 | -2451.67852757085 |
233 | 51776 | 26974.2890895269 | 24801.7109104731 |
234 | 21152 | 22399.8556586811 | -1247.85565868109 |
235 | 38084 | 32378.7758903508 | 5705.22410964923 |
236 | 27717 | 36087.208851168 | -8370.20885116796 |
237 | 32928 | 40957.8673246972 | -8029.86732469721 |
238 | 11342 | 24994.0358393059 | -13652.0358393059 |
239 | 19499 | 29364.3899618988 | -9865.38996189878 |
240 | 16380 | 21650.7559969975 | -5270.75599699753 |
241 | 36874 | 26318.5311182627 | 10555.4688817373 |
242 | 48259 | 45436.6666984532 | 2822.33330154683 |
243 | 16734 | 31016.8927555209 | -14282.8927555209 |
244 | 28207 | 28846.1841218358 | -639.184121835756 |
245 | 30143 | 27304.6304352455 | 2838.36956475445 |
246 | 41369 | 33463.9974886914 | 7905.00251130856 |
247 | 45833 | 39261.439700101 | 6571.560299899 |
248 | 29156 | 27269.3431243912 | 1886.6568756088 |
249 | 35944 | 24549.5433011105 | 11394.4566988895 |
250 | 36278 | 14017.2688626644 | 22260.7311373356 |
251 | 45588 | 43431.6136780424 | 2156.38632195761 |
252 | 45097 | 43232.8312375634 | 1864.16876243658 |
253 | 3895 | 7759.07648525638 | -3864.07648525638 |
254 | 28394 | 30361.7937141228 | -1967.79371412278 |
255 | 18632 | 28195.6483403963 | -9563.64834039634 |
256 | 2325 | 8377.87404019806 | -6052.87404019806 |
257 | 25139 | 19482.7219065326 | 5656.27809346736 |
258 | 27975 | 33171.4103045299 | -5196.41030452988 |
259 | 14483 | 27364.260467462 | -12881.260467462 |
260 | 13127 | 17861.2878826146 | -4734.28788261459 |
261 | 5839 | 13569.4055384237 | -7730.40553842367 |
262 | 24069 | 37584.2284234042 | -13515.2284234042 |
263 | 3738 | 9978.25961647612 | -6240.25961647612 |
264 | 18625 | 30497.8282376012 | -11872.8282376012 |
265 | 36341 | 22685.7283813086 | 13655.2716186914 |
266 | 24548 | 34345.4360079288 | -9797.43600792883 |
267 | 21792 | 35101.1058158862 | -13309.1058158862 |
268 | 26263 | 28451.5472559243 | -2188.54725592431 |
269 | 23686 | 41400.7268233791 | -17714.7268233791 |
270 | 49303 | 38039.4859974763 | 11263.5140025237 |
271 | 25659 | 31598.71436344 | -5939.71436344005 |
272 | 28904 | 28101.3424970626 | 802.657502937431 |
273 | 2781 | 4042.03173843254 | -1261.03173843254 |
274 | 29236 | 43723.7518040867 | -14487.7518040867 |
275 | 19546 | 23352.4772365685 | -3806.47723656848 |
276 | 22818 | 47839.1100580711 | -25021.1100580711 |
277 | 32689 | 21611.7735320048 | 11077.2264679952 |
278 | 5752 | 9015.52971797932 | -3263.52971797932 |
279 | 22197 | 36082.499922011 | -13885.499922011 |
280 | 20055 | 28815.3298869476 | -8760.32988694756 |
281 | 25272 | 32329.5724765085 | -7057.57247650847 |
282 | 82206 | 28210.1119655921 | 53995.8880344079 |
283 | 32073 | 32740.2631567593 | -667.26315675931 |
284 | 5444 | 11037.6084589544 | -5593.60845895442 |
285 | 20154 | 23083.9506767039 | -2929.95067670388 |
286 | 36944 | 22424.3021535119 | 14519.6978464881 |
287 | 8019 | 20401.3511447656 | -12382.3511447656 |
288 | 30884 | 28931.8096624181 | 1952.19033758187 |
289 | 19540 | 23849.2171032682 | -4309.21710326816 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
10 | 0.849482475827577 | 0.301035048344846 | 0.150517524172423 |
11 | 0.791817261894999 | 0.416365476210002 | 0.208182738105001 |
12 | 0.89432472447648 | 0.21135055104704 | 0.10567527552352 |
13 | 0.867955378413609 | 0.264089243172782 | 0.132044621586391 |
14 | 0.838999711398544 | 0.322000577202912 | 0.161000288601456 |
15 | 0.84399277781755 | 0.3120144443649 | 0.15600722218245 |
16 | 0.867014247409257 | 0.265971505181486 | 0.132985752590743 |
17 | 0.81961113973405 | 0.3607777205319 | 0.18038886026595 |
18 | 0.833460488090603 | 0.333079023818794 | 0.166539511909397 |
19 | 0.858349435316548 | 0.283301129366905 | 0.141650564683452 |
20 | 0.832303935624916 | 0.335392128750167 | 0.167696064375084 |
21 | 0.779489225667979 | 0.441021548664043 | 0.220510774332021 |
22 | 0.726724174913362 | 0.546551650173277 | 0.273275825086638 |
23 | 0.719168906893424 | 0.561662186213152 | 0.280831093106576 |
24 | 0.671984523553053 | 0.656030952893894 | 0.328015476446947 |
25 | 0.607589361396071 | 0.784821277207857 | 0.392410638603929 |
26 | 0.612019601881125 | 0.77596079623775 | 0.387980398118875 |
27 | 0.601092964031513 | 0.797814071936975 | 0.398907035968487 |
28 | 0.538555607399285 | 0.922888785201431 | 0.461444392600716 |
29 | 0.520891561442635 | 0.958216877114729 | 0.479108438557365 |
30 | 0.53681510553071 | 0.92636978893858 | 0.46318489446929 |
31 | 0.49424069929422 | 0.988481398588439 | 0.50575930070578 |
32 | 0.512231328454126 | 0.975537343091749 | 0.487768671545874 |
33 | 0.482609043058266 | 0.965218086116533 | 0.517390956941734 |
34 | 0.43600507507712 | 0.872010150154241 | 0.56399492492288 |
35 | 0.379870313753293 | 0.759740627506586 | 0.620129686246707 |
36 | 0.32744242630639 | 0.654884852612781 | 0.67255757369361 |
37 | 0.324078753989517 | 0.648157507979034 | 0.675921246010483 |
38 | 0.297647251450621 | 0.595294502901242 | 0.702352748549379 |
39 | 0.256954506833366 | 0.513909013666732 | 0.743045493166634 |
40 | 0.260984877553836 | 0.521969755107672 | 0.739015122446164 |
41 | 0.227594941780233 | 0.455189883560466 | 0.772405058219767 |
42 | 0.207041343998742 | 0.414082687997484 | 0.792958656001258 |
43 | 0.184223578934609 | 0.368447157869218 | 0.815776421065391 |
44 | 0.154399569977311 | 0.308799139954622 | 0.845600430022689 |
45 | 0.231135379802065 | 0.46227075960413 | 0.768864620197935 |
46 | 0.209730366379871 | 0.419460732759742 | 0.790269633620129 |
47 | 0.17623723148358 | 0.35247446296716 | 0.82376276851642 |
48 | 0.150712909740218 | 0.301425819480436 | 0.849287090259782 |
49 | 0.125186741993424 | 0.250373483986849 | 0.874813258006576 |
50 | 0.138494976413354 | 0.276989952826708 | 0.861505023586646 |
51 | 0.139606071422432 | 0.279212142844863 | 0.860393928577568 |
52 | 0.11924985121135 | 0.2384997024227 | 0.88075014878865 |
53 | 0.0973278669365263 | 0.194655733873053 | 0.902672133063474 |
54 | 0.107006095318426 | 0.214012190636851 | 0.892993904681574 |
55 | 0.0907919257401835 | 0.181583851480367 | 0.909208074259817 |
56 | 0.0739995652749822 | 0.147999130549964 | 0.926000434725018 |
57 | 0.0614155212684966 | 0.122831042536993 | 0.938584478731503 |
58 | 0.0596722379163971 | 0.119344475832794 | 0.940327762083603 |
59 | 0.0494859476817873 | 0.0989718953635746 | 0.950514052318213 |
60 | 0.0404494287841151 | 0.0808988575682302 | 0.959550571215885 |
61 | 0.0325210944847299 | 0.0650421889694598 | 0.96747890551527 |
62 | 0.0494771512767719 | 0.0989543025535439 | 0.950522848723228 |
63 | 0.0701053628967651 | 0.14021072579353 | 0.929894637103235 |
64 | 0.060990320015442 | 0.121980640030884 | 0.939009679984558 |
65 | 0.0710083618412262 | 0.142016723682452 | 0.928991638158774 |
66 | 0.0589784309635991 | 0.117956861927198 | 0.941021569036401 |
67 | 0.0650963714625401 | 0.13019274292508 | 0.93490362853746 |
68 | 0.0534148872807454 | 0.106829774561491 | 0.946585112719255 |
69 | 0.104353472171501 | 0.208706944343002 | 0.895646527828499 |
70 | 0.138044815120801 | 0.276089630241602 | 0.861955184879199 |
71 | 0.11728541595247 | 0.234570831904941 | 0.88271458404753 |
72 | 0.139913063406113 | 0.279826126812226 | 0.860086936593887 |
73 | 0.124909194309499 | 0.249818388618997 | 0.875090805690501 |
74 | 0.145376046057946 | 0.290752092115891 | 0.854623953942054 |
75 | 0.141115642972416 | 0.282231285944832 | 0.858884357027584 |
76 | 0.119729968895472 | 0.239459937790945 | 0.880270031104528 |
77 | 0.10686929618625 | 0.213738592372501 | 0.89313070381375 |
78 | 0.130104424274159 | 0.260208848548319 | 0.869895575725841 |
79 | 0.132572750377579 | 0.265145500755158 | 0.867427249622421 |
80 | 0.124815563505789 | 0.249631127011578 | 0.875184436494211 |
81 | 0.111681413935024 | 0.223362827870048 | 0.888318586064976 |
82 | 0.0999229718802145 | 0.199845943760429 | 0.900077028119785 |
83 | 0.0980061036620546 | 0.196012207324109 | 0.901993896337945 |
84 | 0.0834192603384602 | 0.16683852067692 | 0.91658073966154 |
85 | 0.9584351054019 | 0.0831297891962002 | 0.0415648945981001 |
86 | 0.955367213292738 | 0.0892655734145235 | 0.0446327867072618 |
87 | 0.946502846494006 | 0.106994307011988 | 0.053497153505994 |
88 | 0.93670277856912 | 0.126594442861759 | 0.0632972214308795 |
89 | 0.925554636886598 | 0.148890726226805 | 0.0744453631134024 |
90 | 0.924130646739264 | 0.151738706521472 | 0.0758693532607361 |
91 | 0.913633334634375 | 0.17273333073125 | 0.0863666653656251 |
92 | 0.909962175906321 | 0.180075648187358 | 0.0900378240936788 |
93 | 0.905339138975343 | 0.189321722049313 | 0.0946608610246567 |
94 | 0.899378093476988 | 0.201243813046024 | 0.100621906523012 |
95 | 0.896703096069656 | 0.206593807860689 | 0.103296903930344 |
96 | 0.884770104898287 | 0.230459790203425 | 0.115229895101713 |
97 | 0.885524365083527 | 0.228951269832946 | 0.114475634916473 |
98 | 0.902035738177422 | 0.195928523645155 | 0.0979642618225776 |
99 | 0.920365933766715 | 0.15926813246657 | 0.079634066233285 |
100 | 0.906384480173116 | 0.187231039653768 | 0.0936155198268842 |
101 | 0.893497494627252 | 0.213005010745496 | 0.106502505372748 |
102 | 0.901779604752085 | 0.196440790495831 | 0.0982203952479153 |
103 | 0.912618254817988 | 0.174763490364024 | 0.087381745182012 |
104 | 0.951527607352576 | 0.0969447852948483 | 0.0484723926474241 |
105 | 0.979616529441329 | 0.0407669411173423 | 0.0203834705586712 |
106 | 0.992079897244589 | 0.0158402055108217 | 0.00792010275541087 |
107 | 0.991581375530252 | 0.0168372489394952 | 0.00841862446974759 |
108 | 0.989976202591116 | 0.020047594817769 | 0.0100237974088845 |
109 | 0.992750454288818 | 0.0144990914223644 | 0.00724954571118219 |
110 | 0.990988651267902 | 0.0180226974641951 | 0.00901134873209753 |
111 | 0.99233849843374 | 0.0153230031325201 | 0.00766150156626007 |
112 | 0.992996768167742 | 0.014006463664516 | 0.00700323183225801 |
113 | 0.991550810836716 | 0.0168983783265683 | 0.00844918916328417 |
114 | 0.992851207504529 | 0.0142975849909417 | 0.00714879249547085 |
115 | 0.991261130582834 | 0.017477738834332 | 0.00873886941716599 |
116 | 0.989074499239815 | 0.02185100152037 | 0.010925500760185 |
117 | 0.989167091482325 | 0.0216658170353494 | 0.0108329085176747 |
118 | 0.987661049265484 | 0.0246779014690325 | 0.0123389507345162 |
119 | 0.999999996612339 | 6.77532217990196e-09 | 3.38766108995098e-09 |
120 | 0.999999994446386 | 1.11072282580048e-08 | 5.5536141290024e-09 |
121 | 0.999999991609735 | 1.67805302838434e-08 | 8.39026514192169e-09 |
122 | 0.999999988250579 | 2.34988426970841e-08 | 1.1749421348542e-08 |
123 | 0.999999983570614 | 3.28587713034844e-08 | 1.64293856517422e-08 |
124 | 0.999999999921289 | 1.57421385686825e-10 | 7.87106928434127e-11 |
125 | 0.999999999964983 | 7.0034476369666e-11 | 3.5017238184833e-11 |
126 | 0.999999999954271 | 9.14577896331119e-11 | 4.5728894816556e-11 |
127 | 0.999999999922068 | 1.55863523819188e-10 | 7.79317619095939e-11 |
128 | 0.999999999888826 | 2.22348644526157e-10 | 1.11174322263079e-10 |
129 | 0.999999999834946 | 3.30107378486211e-10 | 1.65053689243105e-10 |
130 | 0.999999999739046 | 5.21908064358841e-10 | 2.6095403217942e-10 |
131 | 0.999999999588684 | 8.22631872697234e-10 | 4.11315936348617e-10 |
132 | 0.999999999474196 | 1.05160759204844e-09 | 5.25803796024221e-10 |
133 | 0.999999999196041 | 1.60791753591832e-09 | 8.03958767959161e-10 |
134 | 0.999999998733157 | 2.53368557479318e-09 | 1.26684278739659e-09 |
135 | 0.999999999218535 | 1.56292965008151e-09 | 7.81464825040755e-10 |
136 | 0.999999999101109 | 1.79778207802232e-09 | 8.9889103901116e-10 |
137 | 0.999999998549886 | 2.90022738436956e-09 | 1.45011369218478e-09 |
138 | 0.999999998349852 | 3.30029589038504e-09 | 1.65014794519252e-09 |
139 | 0.999999999002698 | 1.99460492966605e-09 | 9.97302464833023e-10 |
140 | 0.999999998360294 | 3.27941246917124e-09 | 1.63970623458562e-09 |
141 | 0.9999999974743 | 5.0513995612049e-09 | 2.52569978060245e-09 |
142 | 0.999999996910972 | 6.17805562921997e-09 | 3.08902781460999e-09 |
143 | 0.999999995365308 | 9.26938331943452e-09 | 4.63469165971726e-09 |
144 | 0.999999994401516 | 1.1196967680319e-08 | 5.59848384015951e-09 |
145 | 0.999999992600329 | 1.47993427443168e-08 | 7.3996713721584e-09 |
146 | 0.999999988243652 | 2.35126957051788e-08 | 1.17563478525894e-08 |
147 | 0.999999983844878 | 3.23102434715769e-08 | 1.61551217357885e-08 |
148 | 0.999999998507619 | 2.98476242018775e-09 | 1.49238121009388e-09 |
149 | 0.999999997612578 | 4.77484373148653e-09 | 2.38742186574327e-09 |
150 | 0.999999996875772 | 6.24845647997402e-09 | 3.12422823998701e-09 |
151 | 0.999999995811643 | 8.37671325520335e-09 | 4.18835662760168e-09 |
152 | 0.999999993469894 | 1.30602117658724e-08 | 6.53010588293621e-09 |
153 | 0.999999989478789 | 2.10424215488566e-08 | 1.05212107744283e-08 |
154 | 0.999999990170584 | 1.96588313036688e-08 | 9.8294156518344e-09 |
155 | 0.999999985798014 | 2.84039725996884e-08 | 1.42019862998442e-08 |
156 | 0.99999999998428 | 3.14405056108711e-11 | 1.57202528054355e-11 |
157 | 0.999999999972581 | 5.48383515655813e-11 | 2.74191757827906e-11 |
158 | 0.99999999995129 | 9.74191126567244e-11 | 4.87095563283622e-11 |
159 | 0.999999999930631 | 1.38737384473648e-10 | 6.9368692236824e-11 |
160 | 0.999999999885382 | 2.29236710207737e-10 | 1.14618355103869e-10 |
161 | 0.999999999798394 | 4.03212754383145e-10 | 2.01606377191572e-10 |
162 | 0.999999999994709 | 1.05828741188367e-11 | 5.29143705941837e-12 |
163 | 0.999999999990509 | 1.89817611345365e-11 | 9.49088056726825e-12 |
164 | 0.999999999994906 | 1.01875552181134e-11 | 5.0937776090567e-12 |
165 | 0.999999999991947 | 1.61051271752733e-11 | 8.05256358763667e-12 |
166 | 0.99999999998726 | 2.54798344625119e-11 | 1.27399172312559e-11 |
167 | 0.999999999987288 | 2.54244493181112e-11 | 1.27122246590556e-11 |
168 | 0.999999999992596 | 1.4808589838979e-11 | 7.40429491948948e-12 |
169 | 0.999999999990795 | 1.84094942568313e-11 | 9.20474712841564e-12 |
170 | 0.999999999995723 | 8.55345583553998e-12 | 4.27672791776999e-12 |
171 | 0.999999999992052 | 1.58952008737338e-11 | 7.94760043686692e-12 |
172 | 0.999999999988532 | 2.29358230126322e-11 | 1.14679115063161e-11 |
173 | 0.999999999984204 | 3.15920398846317e-11 | 1.57960199423158e-11 |
174 | 0.999999999981631 | 3.67376638691747e-11 | 1.83688319345874e-11 |
175 | 0.999999999981769 | 3.64619754334442e-11 | 1.82309877167221e-11 |
176 | 0.999999999966674 | 6.66525254456886e-11 | 3.33262627228443e-11 |
177 | 0.999999999999872 | 2.5686272255024e-13 | 1.2843136127512e-13 |
178 | 0.999999999999785 | 4.29693632773231e-13 | 2.14846816386616e-13 |
179 | 0.999999999999993 | 1.33271118593428e-14 | 6.6635559296714e-15 |
180 | 0.999999999999991 | 1.87447392053745e-14 | 9.37236960268727e-15 |
181 | 0.999999999999981 | 3.77722238748605e-14 | 1.88861119374303e-14 |
182 | 0.999999999999969 | 6.1221390142796e-14 | 3.0610695071398e-14 |
183 | 0.999999999999936 | 1.28532632432255e-13 | 6.42663162161273e-14 |
184 | 0.999999999999882 | 2.36869546780919e-13 | 1.1843477339046e-13 |
185 | 0.999999999999969 | 6.10609533988263e-14 | 3.05304766994131e-14 |
186 | 0.999999999999936 | 1.28474880163366e-13 | 6.42374400816832e-14 |
187 | 0.999999999999879 | 2.41882516104077e-13 | 1.20941258052039e-13 |
188 | 0.999999999999747 | 5.05119785609954e-13 | 2.52559892804977e-13 |
189 | 0.99999999999952 | 9.6064769211728e-13 | 4.8032384605864e-13 |
190 | 0.999999999999212 | 1.57624753255825e-12 | 7.88123766279125e-13 |
191 | 0.999999999999448 | 1.10431188487127e-12 | 5.52155942435635e-13 |
192 | 0.999999999998888 | 2.22482588333266e-12 | 1.11241294166633e-12 |
193 | 0.999999999998243 | 3.51460934133964e-12 | 1.75730467066982e-12 |
194 | 0.999999999996424 | 7.15293229408647e-12 | 3.57646614704323e-12 |
195 | 0.999999999997347 | 5.30618867085603e-12 | 2.65309433542801e-12 |
196 | 0.999999999995265 | 9.4692911427882e-12 | 4.7346455713941e-12 |
197 | 0.999999999990633 | 1.87335768583714e-11 | 9.36678842918571e-12 |
198 | 0.999999999999862 | 2.75396093191824e-13 | 1.37698046595912e-13 |
199 | 0.999999999999884 | 2.32487331658933e-13 | 1.16243665829467e-13 |
200 | 0.999999999999903 | 1.94171371689183e-13 | 9.70856858445915e-14 |
201 | 0.999999999999793 | 4.14144806801617e-13 | 2.07072403400808e-13 |
202 | 0.999999999999785 | 4.30544589448137e-13 | 2.15272294724068e-13 |
203 | 0.999999999999546 | 9.08222245023404e-13 | 4.54111122511702e-13 |
204 | 0.999999999999289 | 1.42172838556815e-12 | 7.10864192784073e-13 |
205 | 0.999999999998821 | 2.35722368860614e-12 | 1.17861184430307e-12 |
206 | 0.999999999997636 | 4.72824432362232e-12 | 2.36412216181116e-12 |
207 | 0.999999999995792 | 8.41644465504369e-12 | 4.20822232752185e-12 |
208 | 0.99999999999105 | 1.78989238177776e-11 | 8.94946190888879e-12 |
209 | 0.999999999984266 | 3.146734410143e-11 | 1.5733672050715e-11 |
210 | 0.999999999986016 | 2.79690003872538e-11 | 1.39845001936269e-11 |
211 | 0.999999999977049 | 4.59010243448164e-11 | 2.29505121724082e-11 |
212 | 0.999999999955998 | 8.80038096579399e-11 | 4.400190482897e-11 |
213 | 0.999999999907858 | 1.84282980638633e-10 | 9.21414903193167e-11 |
214 | 0.999999999811708 | 3.76584983970732e-10 | 1.88292491985366e-10 |
215 | 0.99999999966944 | 6.6111942362437e-10 | 3.30559711812185e-10 |
216 | 0.99999999960366 | 7.92679825842371e-10 | 3.96339912921186e-10 |
217 | 0.999999999201411 | 1.59717838354278e-09 | 7.98589191771391e-10 |
218 | 0.999999999251089 | 1.49782260389736e-09 | 7.48911301948678e-10 |
219 | 0.999999998659397 | 2.68120529225681e-09 | 1.34060264612841e-09 |
220 | 0.999999997549669 | 4.90066299969711e-09 | 2.45033149984855e-09 |
221 | 0.999999995089285 | 9.82142984025996e-09 | 4.91071492012998e-09 |
222 | 0.999999998426754 | 3.1464927299423e-09 | 1.57324636497115e-09 |
223 | 0.999999998254845 | 3.49031078989786e-09 | 1.74515539494893e-09 |
224 | 0.999999996738986 | 6.52202749641832e-09 | 3.26101374820916e-09 |
225 | 0.999999995385622 | 9.22875521603538e-09 | 4.61437760801769e-09 |
226 | 0.999999996924786 | 6.1504281340643e-09 | 3.07521406703215e-09 |
227 | 0.99999999567439 | 8.65122088944675e-09 | 4.32561044472337e-09 |
228 | 0.999999993091344 | 1.38173116456521e-08 | 6.90865582282604e-09 |
229 | 0.999999993809672 | 1.23806568029065e-08 | 6.19032840145324e-09 |
230 | 0.99999999826616 | 3.46768022039765e-09 | 1.73384011019882e-09 |
231 | 0.999999997435898 | 5.12820403075185e-09 | 2.56410201537593e-09 |
232 | 0.999999994585161 | 1.08296789097467e-08 | 5.41483945487333e-09 |
233 | 0.999999995523989 | 8.95202292106434e-09 | 4.47601146053217e-09 |
234 | 0.999999990257155 | 1.9485688968816e-08 | 9.74284448440802e-09 |
235 | 0.999999981592189 | 3.68156225466106e-08 | 1.84078112733053e-08 |
236 | 0.9999999612902 | 7.7419600530957e-08 | 3.87098002654785e-08 |
237 | 0.999999936269046 | 1.27461908161617e-07 | 6.37309540808083e-08 |
238 | 0.99999989957328 | 2.00853439688069e-07 | 1.00426719844034e-07 |
239 | 0.999999829935738 | 3.40128524949842e-07 | 1.70064262474921e-07 |
240 | 0.999999664290291 | 6.71419417369114e-07 | 3.35709708684557e-07 |
241 | 0.999999397230203 | 1.2055395945271e-06 | 6.02769797263549e-07 |
242 | 0.999998864935384 | 2.27012923197044e-06 | 1.13506461598522e-06 |
243 | 0.999998539412554 | 2.9211748917377e-06 | 1.46058744586885e-06 |
244 | 0.999997269996322 | 5.4600073559266e-06 | 2.7300036779633e-06 |
245 | 0.999994725148985 | 1.05497020293967e-05 | 5.27485101469837e-06 |
246 | 0.999992768783327 | 1.44624333463185e-05 | 7.23121667315926e-06 |
247 | 0.999988385582206 | 2.32288355876041e-05 | 1.16144177938021e-05 |
248 | 0.999977461973969 | 4.50760520628613e-05 | 2.25380260314307e-05 |
249 | 0.999964912808033 | 7.01743839346512e-05 | 3.50871919673256e-05 |
250 | 0.999979212688818 | 4.15746223637253e-05 | 2.07873111818626e-05 |
251 | 0.999959445174142 | 8.11096517155702e-05 | 4.05548258577851e-05 |
252 | 0.999933011115523 | 0.000133977768954952 | 6.6988884477476e-05 |
253 | 0.99987261362341 | 0.000254772753180816 | 0.000127386376590408 |
254 | 0.999783736229648 | 0.000432527540703297 | 0.000216263770351648 |
255 | 0.999698659212589 | 0.000602681574821088 | 0.000301340787410544 |
256 | 0.999490194435036 | 0.00101961112992856 | 0.000509805564964278 |
257 | 0.999349864118014 | 0.00130027176397199 | 0.000650135881985995 |
258 | 0.998878573043232 | 0.00224285391353535 | 0.00112142695676767 |
259 | 0.998755611164183 | 0.00248877767163407 | 0.00124438883581703 |
260 | 0.997877771877531 | 0.0042444562449372 | 0.0021222281224686 |
261 | 0.997500464035603 | 0.0049990719287933 | 0.00249953596439665 |
262 | 0.995617305283577 | 0.0087653894328469 | 0.00438269471642345 |
263 | 0.993996475422992 | 0.0120070491540158 | 0.0060035245770079 |
264 | 0.989733222696259 | 0.0205335546074812 | 0.0102667773037406 |
265 | 0.984020732672009 | 0.0319585346559812 | 0.0159792673279906 |
266 | 0.973947003033915 | 0.0521059939321694 | 0.0260529969660847 |
267 | 0.963116993808289 | 0.073766012383422 | 0.036883006191711 |
268 | 0.945485179165873 | 0.109029641668255 | 0.0545148208341273 |
269 | 0.940368520741047 | 0.119262958517906 | 0.0596314792589532 |
270 | 0.917953085406484 | 0.164093829187032 | 0.0820469145935162 |
271 | 0.972776435973401 | 0.0544471280531986 | 0.0272235640265993 |
272 | 0.952370961138965 | 0.0952580777220692 | 0.0476290388610346 |
273 | 0.935404632068127 | 0.129190735863747 | 0.0645953679318733 |
274 | 0.944639977968733 | 0.110720044062535 | 0.0553600220312674 |
275 | 0.904430292055819 | 0.191139415888363 | 0.0955697079441814 |
276 | 0.850906324772602 | 0.298187350454797 | 0.149093675227398 |
277 | 0.85247846183027 | 0.295043076339459 | 0.14752153816973 |
278 | 0.949064838168582 | 0.101870323662837 | 0.0509351618314183 |
279 | 0.900423061245045 | 0.199153877509909 | 0.0995769387549546 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 144 | 0.533333333333333 | NOK |
5% type I error level | 161 | 0.596296296296296 | NOK |
10% type I error level | 172 | 0.637037037037037 | NOK |