Multiple Linear Regression - Estimated Regression Equation |
sharedcomp[t] = -0.791639681401893 + 0.00146249852839078pageviews[t] -4.225736105048e-06time[t] + 0.000308433471376181compinfo[t] -0.00947628345155001comppr[t] -0.022955924492072bloggedcomp[t] + 0.125723050034549compreviewed[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) | -0.791639681401893 | 0.393766 | -2.0104 | 0.045338 | 0.022669 |
pageviews | 0.00146249852839078 | 0.000827 | 1.7685 | 0.078055 | 0.039028 |
time | -4.225736105048e-06 | 5e-06 | -0.829 | 0.407787 | 0.203894 |
compinfo | 0.000308433471376181 | 0.001982 | 0.1557 | 0.876416 | 0.438208 |
comppr | -0.00947628345155001 | 0.003664 | -2.5863 | 0.010202 | 0.005101 |
bloggedcomp | -0.022955924492072 | 0.007972 | -2.8795 | 0.004288 | 0.002144 |
compreviewed | 0.125723050034549 | 0.023122 | 5.4374 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.439592193619967 |
R-squared | 0.193241296691614 |
Adjusted R-squared | 0.176076217897819 |
F-TEST (value) | 11.2578158838085 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 282 |
p-value | 2.85211854134104e-11 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.47979725530911 |
Sum Squared Residuals | 1734.12922853768 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 3 | 1.70368006840109 | 1.29631993159891 |
2 | 4 | 1.72724446589946 | 2.27275553410054 |
3 | 12 | 3.79882740831653 | 8.20117259168347 |
4 | 2 | 2.03331528943929 | -0.0333152894392934 |
5 | 1 | 1.35081669043599 | -0.35081669043599 |
6 | 3 | 2.6248892602439 | 0.375110739756101 |
7 | 0 | 2.5108297766184 | -2.5108297766184 |
8 | 0 | 1.46750135866826 | -1.46750135866826 |
9 | 0 | 0.72648455272508 | -0.72648455272508 |
10 | 5 | 2.75219523664582 | 2.24780476335418 |
11 | 0 | 1.79034337336231 | -1.79034337336231 |
12 | 0 | 3.27350092326065 | -3.27350092326065 |
13 | 7 | 3.89905405266473 | 3.10094594733527 |
14 | 7 | 3.08458598105471 | 3.91541401894529 |
15 | 3 | 3.39347215010466 | -0.393472150104661 |
16 | 9 | 3.26846807861571 | 5.73153192138429 |
17 | 0 | 5.44722114464701 | -5.44722114464701 |
18 | 4 | 1.93885819317718 | 2.06114180682282 |
19 | 3 | 3.04094828711691 | -0.0409482871169105 |
20 | 0 | 0.97578580512675 | -0.97578580512675 |
21 | 7 | 2.74729884097028 | 4.25270115902972 |
22 | 0 | 2.7194518564433 | -2.7194518564433 |
23 | 1 | 2.44965235326321 | -1.44965235326321 |
24 | 5 | 1.92948451048535 | 3.07051548951465 |
25 | 7 | 3.18223965587261 | 3.81776034412739 |
26 | 0 | 2.61786005832248 | -2.61786005832248 |
27 | 0 | 3.48299431256561 | -3.48299431256561 |
28 | 5 | 3.24057889445706 | 1.75942110554294 |
29 | 0 | 2.06287130226606 | -2.06287130226606 |
30 | 0 | 2.25993644281144 | -2.25993644281144 |
31 | 0 | 1.79989901942262 | -1.79989901942262 |
32 | 3 | 2.84152214549569 | 0.158477854504311 |
33 | 4 | 4.54169695028806 | -0.541696950288056 |
34 | 1 | 3.16590831930026 | -2.16590831930026 |
35 | 4 | 2.69810569816773 | 1.30189430183227 |
36 | 2 | 2.9896905936718 | -0.989690593671798 |
37 | 0 | 0.624527229288023 | -0.624527229288023 |
38 | 0 | 3.1260674878448 | -3.1260674878448 |
39 | 0 | 4.00796717896054 | -4.00796717896054 |
40 | 0 | -0.53782477786625 | 0.53782477786625 |
41 | 2 | 2.45577823642534 | -0.455778236425343 |
42 | 1 | 0.803298242543707 | 0.196701757456293 |
43 | 0 | 1.52842759447193 | -1.52842759447193 |
44 | 2 | 3.53568863106415 | -1.53568863106415 |
45 | 10 | 3.52237060268046 | 6.47762939731954 |
46 | 6 | 3.17904573752304 | 2.82095426247696 |
47 | 0 | 2.8897309516554 | -2.8897309516554 |
48 | 5 | 2.21369076654033 | 2.78630923345967 |
49 | 4 | 2.68043384841831 | 1.31956615158169 |
50 | 1 | 5.47187714419644 | -4.47187714419644 |
51 | 2 | 0.236495059929608 | 1.76350494007039 |
52 | 2 | 2.58926166245569 | -0.589261662455692 |
53 | 0 | 3.47275227725141 | -3.47275227725141 |
54 | 8 | 4.58887733659653 | 3.41112266340347 |
55 | 3 | 2.99123042571292 | 0.00876957428707749 |
56 | 0 | 2.20985691444935 | -2.20985691444935 |
57 | 0 | 0.0285051157016622 | -0.0285051157016622 |
58 | 8 | 3.76448201650679 | 4.23551798349321 |
59 | 5 | 1.68225289955243 | 3.31774710044757 |
60 | 3 | 1.02724578716558 | 1.97275421283442 |
61 | 1 | 2.83002666936002 | -1.83002666936002 |
62 | 5 | 4.07752974814729 | 0.922470251852705 |
63 | 1 | 3.7009506360303 | -2.7009506360303 |
64 | 1 | 1.28010551601012 | -0.280105516010116 |
65 | 5 | 2.26151999224059 | 2.73848000775941 |
66 | 0 | 2.30231525769606 | -2.30231525769606 |
67 | 12 | 2.34932739920844 | 9.65067260079156 |
68 | 8 | 4.16269290842132 | 3.83730709157868 |
69 | 8 | 1.39199041218427 | 6.60800958781573 |
70 | 8 | 4.43536801014129 | 3.56463198985871 |
71 | 8 | 3.78741459631338 | 4.21258540368662 |
72 | 2 | 2.5569058161014 | -0.556905816101402 |
73 | 0 | 1.61901969083087 | -1.61901969083087 |
74 | 5 | 2.39252295868447 | 2.60747704131553 |
75 | 8 | 4.03947936238739 | 3.96052063761261 |
76 | 2 | 1.57720785607379 | 0.422792143926213 |
77 | 5 | 0.411391396247662 | 4.58860860375234 |
78 | 12 | 4.24181323006492 | 7.75818676993508 |
79 | 6 | 2.33927264598554 | 3.66072735401446 |
80 | 7 | 4.17933585090829 | 2.82066414909171 |
81 | 2 | 1.95001876919501 | 0.0499812308049868 |
82 | 0 | 2.15674890759565 | -2.15674890759565 |
83 | 4 | 1.80605139790972 | 2.19394860209028 |
84 | 3 | 2.28153519461281 | 0.718464805387189 |
85 | 6 | 2.99358017808811 | 3.00641982191189 |
86 | 2 | 1.94485325423628 | 0.0551467457637218 |
87 | 0 | 2.93574909516333 | -2.93574909516333 |
88 | 1 | 2.14888616803474 | -1.14888616803474 |
89 | 0 | 3.46045101032143 | -3.46045101032143 |
90 | 5 | 2.88751431271992 | 2.11248568728008 |
91 | 2 | 2.59845885042778 | -0.598458850427778 |
92 | 0 | -0.139387236455655 | 0.139387236455655 |
93 | 0 | 2.25907165201212 | -2.25907165201212 |
94 | 5 | 1.85801097948053 | 3.14198902051947 |
95 | 0 | 1.29669084187588 | -1.29669084187588 |
96 | 1 | 2.59478562827842 | -1.59478562827842 |
97 | 0 | 4.54329036769831 | -4.54329036769831 |
98 | 1 | 3.54087992755587 | -2.54087992755587 |
99 | 1 | 3.37641873156071 | -2.37641873156071 |
100 | 2 | 1.68020321551064 | 0.31979678448936 |
101 | 6 | 2.56368896569448 | 3.43631103430552 |
102 | 1 | 3.15628969737832 | -2.15628969737832 |
103 | 4 | 2.56816236995757 | 1.43183763004243 |
104 | 2 | 2.11966347889028 | -0.119663478890277 |
105 | 3 | 1.7167297332259 | 1.2832702667741 |
106 | 0 | 1.32670315527683 | -1.32670315527683 |
107 | 10 | 5.55677262224112 | 4.44322737775888 |
108 | 0 | 1.9596291466807 | -1.9596291466807 |
109 | 9 | 1.85404638083095 | 7.14595361916905 |
110 | 7 | 3.85140242678423 | 3.14859757321577 |
111 | 0 | 1.96812623186161 | -1.96812623186161 |
112 | 0 | 3.33064978009736 | -3.33064978009736 |
113 | 4 | 1.6547005006275 | 2.3452994993725 |
114 | 4 | 1.45540691520419 | 2.54459308479581 |
115 | 0 | 2.50454434614121 | -2.50454434614121 |
116 | 0 | 2.14793415069851 | -2.14793415069851 |
117 | 0 | 1.72101917315008 | -1.72101917315008 |
118 | 1 | 1.73316049129834 | -0.733160491298338 |
119 | 0 | 2.09609249723966 | -2.09609249723966 |
120 | 1 | 1.25756542081701 | -0.257565420817005 |
121 | 0 | 1.60669420830446 | -1.60669420830446 |
122 | 0 | 1.26336782349936 | -1.26336782349936 |
123 | 4 | 1.24843728811689 | 2.75156271188311 |
124 | 0 | 2.01304922067387 | -2.01304922067387 |
125 | 4 | 2.66426681068738 | 1.33573318931262 |
126 | 4 | 0.471031500246901 | 3.5289684997531 |
127 | 3 | 0.873673293671986 | 2.12632670632801 |
128 | 0 | 1.4284240304833 | -1.4284240304833 |
129 | 0 | 2.81970133600803 | -2.81970133600803 |
130 | 0 | -0.504268531921021 | 0.504268531921021 |
131 | 5 | 0.949809562052054 | 4.05019043794795 |
132 | 0 | 2.25269853239448 | -2.25269853239448 |
133 | 4 | 0.39937260767313 | 3.60062739232687 |
134 | 0 | 2.92710559233769 | -2.92710559233769 |
135 | 0 | 2.77925400384016 | -2.77925400384016 |
136 | 1 | 2.40282793041873 | -1.40282793041873 |
137 | 0 | -0.380366376920806 | 0.380366376920806 |
138 | 5 | 2.18890995241681 | 2.81109004758319 |
139 | 0 | 1.01812877830256 | -1.01812877830256 |
140 | 0 | 0.178061101601825 | -0.178061101601825 |
141 | 0 | 1.24688327459016 | -1.24688327459016 |
142 | 0 | 1.57965795519383 | -1.57965795519383 |
143 | 0 | 1.60042369154528 | -1.60042369154528 |
144 | 2 | 2.95332426105095 | -0.953324261050945 |
145 | 7 | 3.93423698737667 | 3.06576301262333 |
146 | 1 | 2.03301031412868 | -1.03301031412868 |
147 | 8 | 3.73983588027846 | 4.26016411972154 |
148 | 2 | 2.63330979025118 | -0.633309790251175 |
149 | 0 | 0.108427710228235 | -0.108427710228235 |
150 | 2 | 3.23191412193662 | -1.23191412193663 |
151 | 0 | 3.63897548920244 | -3.63897548920244 |
152 | 0 | 4.08161456567116 | -4.08161456567116 |
153 | 1 | 1.42603339735051 | -0.426033397350508 |
154 | 3 | 3.3610044203828 | -0.3610044203828 |
155 | 0 | 2.01143671474955 | -2.01143671474955 |
156 | 3 | 3.94938498878997 | -0.949384988789974 |
157 | 0 | 2.29339120993376 | -2.29339120993376 |
158 | 0 | 0.197097075997344 | -0.197097075997344 |
159 | 0 | 2.73159358844659 | -2.73159358844659 |
160 | 4 | 2.89665659765851 | 1.10334340234149 |
161 | 4 | 4.88970237886003 | -0.889702378860028 |
162 | 11 | 3.23455191727903 | 7.76544808272097 |
163 | 0 | 1.41556915490085 | -1.41556915490085 |
164 | 0 | 3.88309536019927 | -3.88309536019927 |
165 | 4 | 3.27525231979199 | 0.724747680208006 |
166 | 0 | 2.17240395534834 | -2.17240395534834 |
167 | 1 | 2.19378013465283 | -1.19378013465283 |
168 | 0 | 2.92249584648286 | -2.92249584648286 |
169 | 0 | 1.11266742212133 | -1.11266742212133 |
170 | 0 | 1.94148759454275 | -1.94148759454275 |
171 | 9 | 4.15473982773661 | 4.84526017226339 |
172 | 1 | 1.83020993407669 | -0.830209934076694 |
173 | 3 | 3.02160081066131 | -0.0216008106613108 |
174 | 10 | 3.41933142917543 | 6.58066857082457 |
175 | 5 | 1.97402435140196 | 3.02597564859804 |
176 | 0 | 1.50735041605068 | -1.50735041605068 |
177 | 2 | 3.44001099467457 | -1.44001099467457 |
178 | 0 | 1.47030394935155 | -1.47030394935155 |
179 | 1 | 2.63111552998279 | -1.63111552998279 |
180 | 2 | 0.400540812315062 | 1.59945918768494 |
181 | 4 | 0.616513657899858 | 3.38348634210014 |
182 | 0 | 1.31827270622552 | -1.31827270622552 |
183 | 0 | -0.616576950837258 | 0.616576950837258 |
184 | 2 | 3.25849519392362 | -1.25849519392362 |
185 | 1 | 3.15334199745079 | -2.15334199745079 |
186 | 0 | -0.739090872397792 | 0.739090872397792 |
187 | 0 | 0.0711062155872611 | -0.0711062155872611 |
188 | 0 | -0.541000271129215 | 0.541000271129215 |
189 | 1 | 1.85730962892124 | -0.857309628921239 |
190 | 0 | 2.66539901622878 | -2.66539901622878 |
191 | 2 | 2.24641015405157 | -0.246410154051566 |
192 | 0 | 1.86634618359446 | -1.86634618359446 |
193 | 3 | 0.279161416393364 | 2.72083858360664 |
194 | 6 | 1.48479371850955 | 4.51520628149045 |
195 | 0 | 1.81341590014941 | -1.81341590014941 |
196 | 2 | 0.485815808374312 | 1.51418419162569 |
197 | 0 | 2.02606070358914 | -2.02606070358914 |
198 | 2 | 0.94165092740724 | 1.05834907259276 |
199 | 1 | 1.96952488897163 | -0.969524888971632 |
200 | 1 | 0.948105632845203 | 0.0518943671547966 |
201 | 2 | 1.33989200610985 | 0.660107993890151 |
202 | 1 | 2.06380429611644 | -1.06380429611644 |
203 | 0 | 0.987170807319178 | -0.987170807319178 |
204 | 1 | 1.4512709494151 | -0.451270949415103 |
205 | 3 | 1.76779528049156 | 1.23220471950844 |
206 | 0 | 1.90222222964872 | -1.90222222964872 |
207 | 0 | 1.38827319410056 | -1.38827319410056 |
208 | 0 | 1.51032026547395 | -1.51032026547395 |
209 | 0 | 1.61619836722362 | -1.61619836722362 |
210 | 1 | 2.0417334247114 | -1.0417334247114 |
211 | 4 | 0.516002295218436 | 3.48399770478156 |
212 | 0 | 1.4949473146581 | -1.4949473146581 |
213 | 0 | 1.22927065321888 | -1.22927065321888 |
214 | 0 | 1.03249062218027 | -1.03249062218027 |
215 | 7 | 3.23100287801583 | 3.76899712198417 |
216 | 2 | 2.28821759669651 | -0.288217596696515 |
217 | 0 | 1.12385777502646 | -1.12385777502646 |
218 | 7 | 0.80906006940338 | 6.19093993059662 |
219 | 3 | 1.04002751283597 | 1.95997248716403 |
220 | 0 | 1.26946745772078 | -1.26946745772078 |
221 | 0 | 2.04617840470843 | -2.04617840470843 |
222 | 6 | 2.80338385708318 | 3.19661614291682 |
223 | 2 | 1.60900596560683 | 0.390994034393171 |
224 | 0 | 1.34620313361122 | -1.34620313361122 |
225 | 0 | 1.23714765964511 | -1.23714765964511 |
226 | 3 | 0.855405650811251 | 2.14459434918875 |
227 | 0 | -0.149532550763024 | 0.149532550763024 |
228 | 1 | 1.24390441612222 | -0.243904416122224 |
229 | 1 | 1.00365332449567 | -0.00365332449566865 |
230 | 0 | 2.62110196424258 | -2.62110196424258 |
231 | 1 | 1.72740479047261 | -0.72740479047261 |
232 | 0 | 0.962692435320206 | -0.962692435320206 |
233 | 0 | 1.84835439902025 | -1.84835439902025 |
234 | 0 | 1.24813713640461 | -1.24813713640461 |
235 | 0 | 1.79980149299962 | -1.79980149299962 |
236 | 0 | 1.0290777362065 | -1.0290777362065 |
237 | 0 | 1.82762937918635 | -1.82762937918635 |
238 | 0 | 1.32630963834232 | -1.32630963834232 |
239 | 0 | 1.11192051870807 | -1.11192051870807 |
240 | 0 | 1.30180853495681 | -1.30180853495681 |
241 | 0 | 1.4083676209497 | -1.4083676209497 |
242 | 0 | 2.52432960219722 | -2.52432960219722 |
243 | 0 | 0.903441572540843 | -0.903441572540843 |
244 | 2 | 0.97853930494803 | 1.02146069505197 |
245 | 0 | 0.982590917777268 | -0.982590917777268 |
246 | 1 | 1.5987496646847 | -0.598749664684697 |
247 | 1 | 1.33751488709035 | -0.337514887090349 |
248 | 0 | 1.13996877793296 | -1.13996877793296 |
249 | 0 | 0.493228154443097 | -0.493228154443097 |
250 | 0 | 0.1900374286472 | -0.1900374286472 |
251 | 0 | 2.04216685705137 | -2.04216685705137 |
252 | 0 | 1.24477040146342 | -1.24477040146342 |
253 | 0 | -0.842911953549145 | 0.842911953549145 |
254 | 1 | 1.79915827835157 | -0.799158278351566 |
255 | 0 | 1.91686287463188 | -1.91686287463188 |
256 | 0 | -0.00637871823218703 | 0.00637871823218703 |
257 | 0 | 0.339349864960604 | -0.339349864960604 |
258 | 0 | 0.996285870297958 | -0.996285870297958 |
259 | 1 | 1.16939970199752 | -0.169399701997516 |
260 | 0 | 0.29840798324526 | -0.29840798324526 |
261 | 0 | 1.43018948085302 | -1.43018948085302 |
262 | 0 | 0.433253151242841 | -0.433253151242841 |
263 | 0 | 0.421346855891736 | -0.421346855891736 |
264 | 0 | 0.794920324467151 | -0.794920324467151 |
265 | 0 | 1.05974486975687 | -1.05974486975687 |
266 | 0 | 0.747824672503609 | -0.747824672503609 |
267 | 0 | 1.19002427391963 | -1.19002427391963 |
268 | 0 | 0.359607996739883 | -0.359607996739883 |
269 | 0 | 0.634015865740314 | -0.634015865740314 |
270 | 0 | 1.6313669694287 | -1.6313669694287 |
271 | 1 | 2.12879746060387 | -1.12879746060387 |
272 | 0 | 1.09086140291134 | -1.09086140291134 |
273 | 0 | -0.379166735849758 | 0.379166735849758 |
274 | 1 | 0.824785281550058 | 0.175214718449942 |
275 | 0 | 0.457228714599712 | -0.457228714599712 |
276 | 6 | 1.6258119764876 | 4.3741880235124 |
277 | 3 | 1.09760478230173 | 1.90239521769827 |
278 | 1 | -0.593375069268547 | 1.59337506926855 |
279 | 2 | 1.11229955014407 | 0.88770044985593 |
280 | 0 | 1.32607571972503 | -1.32607571972503 |
281 | 0 | 1.3809666926672 | -1.3809666926672 |
282 | 0 | 1.20565522067341 | -1.20565522067341 |
283 | 3 | 1.06735106288955 | 1.93264893711045 |
284 | 1 | -0.13602339305677 | 1.13602339305677 |
285 | 0 | 1.39031756801407 | -1.39031756801407 |
286 | 0 | 2.27725818262403 | -2.27725818262403 |
287 | 1 | 1.05280369286326 | -0.0528036928632623 |
288 | 0 | 0.911584400012886 | -0.911584400012886 |
289 | 0 | 1.51515645900194 | -1.51515645900194 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
10 | 0.317481873766643 | 0.634963747533286 | 0.682518126233357 |
11 | 0.464239415014355 | 0.92847883002871 | 0.535760584985645 |
12 | 0.885096739215172 | 0.229806521569656 | 0.114903260784828 |
13 | 0.889560117241981 | 0.220879765516037 | 0.110439882758019 |
14 | 0.844481825842464 | 0.311036348315072 | 0.155518174157536 |
15 | 0.792462191106048 | 0.415075617787903 | 0.207537808893952 |
16 | 0.762707355889102 | 0.474585288221797 | 0.237292644110898 |
17 | 0.962500942087895 | 0.0749981158242106 | 0.0374990579121053 |
18 | 0.947915101478099 | 0.104169797043803 | 0.0520848985219014 |
19 | 0.92327683834251 | 0.153446323314979 | 0.0767231616574896 |
20 | 0.909582710819988 | 0.180834578360024 | 0.0904172891800118 |
21 | 0.924847915733745 | 0.150304168532509 | 0.0751520842662545 |
22 | 0.923947315318619 | 0.152105369362763 | 0.0760526846813814 |
23 | 0.896290520449368 | 0.207418959101263 | 0.103709479550632 |
24 | 0.892227297566624 | 0.215545404866753 | 0.107772702433376 |
25 | 0.868412015409231 | 0.263175969181538 | 0.131587984590769 |
26 | 0.83526343692099 | 0.32947312615802 | 0.16473656307901 |
27 | 0.866294485785709 | 0.267411028428581 | 0.133705514214291 |
28 | 0.872105829424794 | 0.255788341150413 | 0.127894170575206 |
29 | 0.876772859274663 | 0.246454281450673 | 0.123227140725337 |
30 | 0.895975565711015 | 0.208048868577971 | 0.104024434288985 |
31 | 0.870290526503276 | 0.259418946993448 | 0.129709473496724 |
32 | 0.848146913102482 | 0.303706173795036 | 0.151853086897518 |
33 | 0.852567893524099 | 0.294864212951802 | 0.147432106475901 |
34 | 0.883869619118064 | 0.232260761763872 | 0.116130380881936 |
35 | 0.86212293486093 | 0.275754130278139 | 0.13787706513907 |
36 | 0.831343527867933 | 0.337312944264133 | 0.168656472132067 |
37 | 0.797428308445768 | 0.405143383108464 | 0.202571691554232 |
38 | 0.814456384554813 | 0.371087230890374 | 0.185543615445187 |
39 | 0.824236768413688 | 0.351526463172623 | 0.175763231586312 |
40 | 0.789651467529052 | 0.420697064941896 | 0.210348532470948 |
41 | 0.751784643274142 | 0.496430713451716 | 0.248215356725858 |
42 | 0.709882933887375 | 0.580234132225249 | 0.290117066112625 |
43 | 0.680759118777805 | 0.638481762444391 | 0.319240881222195 |
44 | 0.641282168124585 | 0.717435663750831 | 0.358717831875415 |
45 | 0.833728228654504 | 0.332543542690993 | 0.166271771345496 |
46 | 0.817080402852944 | 0.365839194294112 | 0.182919597147056 |
47 | 0.795638363474217 | 0.408723273051566 | 0.204361636525783 |
48 | 0.798742886060598 | 0.402514227878804 | 0.201257113939402 |
49 | 0.767655442545524 | 0.464689114908952 | 0.232344557454476 |
50 | 0.884769070801845 | 0.230461858396311 | 0.115230929198155 |
51 | 0.947037469728857 | 0.105925060542286 | 0.0529625302711428 |
52 | 0.938197492335549 | 0.123605015328902 | 0.061802507664451 |
53 | 0.946920110211537 | 0.106159779576926 | 0.0530798897884628 |
54 | 0.974263032528528 | 0.0514739349429441 | 0.025736967471472 |
55 | 0.967223579200935 | 0.0655528415981308 | 0.0327764207990654 |
56 | 0.964531843595246 | 0.0709363128095071 | 0.0354681564047536 |
57 | 0.955291349797319 | 0.0894173004053615 | 0.0447086502026807 |
58 | 0.96900947695011 | 0.0619810460997804 | 0.0309905230498902 |
59 | 0.971770061685337 | 0.0564598766293261 | 0.028229938314663 |
60 | 0.968638894600591 | 0.0627222107988185 | 0.0313611053994092 |
61 | 0.963436520508398 | 0.0731269589832032 | 0.0365634794916016 |
62 | 0.955772197799181 | 0.0884556044016387 | 0.0442278022008193 |
63 | 0.956824766042589 | 0.0863504679148216 | 0.0431752339574108 |
64 | 0.946888154943558 | 0.106223690112883 | 0.0531118450564416 |
65 | 0.952641813258856 | 0.0947163734822876 | 0.0473581867411438 |
66 | 0.949944404976328 | 0.100111190047344 | 0.0500555950236722 |
67 | 0.998181179501437 | 0.00363764099712548 | 0.00181882049856274 |
68 | 0.99890796086068 | 0.00218407827863948 | 0.00109203913931974 |
69 | 0.999844517257985 | 0.000310965484030144 | 0.000155482742015072 |
70 | 0.999882643471011 | 0.000234713057977229 | 0.000117356528988615 |
71 | 0.99992791769252 | 0.000144164614960289 | 7.20823074801447e-05 |
72 | 0.999906017515777 | 0.000187964968445673 | 9.39824842228365e-05 |
73 | 0.999888018736371 | 0.000223962527257151 | 0.000111981263628575 |
74 | 0.999881619337452 | 0.000236761325095949 | 0.000118380662547975 |
75 | 0.999920452803971 | 0.000159094392058692 | 7.95471960293462e-05 |
76 | 0.999885585405422 | 0.000228829189156449 | 0.000114414594578224 |
77 | 0.999943272685278 | 0.000113454629443007 | 5.67273147215037e-05 |
78 | 0.999997388812061 | 5.22237587763286e-06 | 2.61118793881643e-06 |
79 | 0.999998204758549 | 3.59048290120363e-06 | 1.79524145060181e-06 |
80 | 0.99999837114085 | 3.25771830026916e-06 | 1.62885915013458e-06 |
81 | 0.999997577883585 | 4.84423283095332e-06 | 2.42211641547666e-06 |
82 | 0.999997583945725 | 4.83210855054867e-06 | 2.41605427527433e-06 |
83 | 0.99999745654115 | 5.08691769947224e-06 | 2.54345884973612e-06 |
84 | 0.999996339161153 | 7.32167769486754e-06 | 3.66083884743377e-06 |
85 | 0.999996876410413 | 6.24717917340088e-06 | 3.12358958670044e-06 |
86 | 0.999995378930865 | 9.24213826917717e-06 | 4.62106913458859e-06 |
87 | 0.999996471692062 | 7.05661587575163e-06 | 3.52830793787582e-06 |
88 | 0.999995199125384 | 9.60174923138353e-06 | 4.80087461569176e-06 |
89 | 0.999996672854964 | 6.65429007193924e-06 | 3.32714503596962e-06 |
90 | 0.999996549963531 | 6.90007293736703e-06 | 3.45003646868352e-06 |
91 | 0.999995076235242 | 9.84752951647755e-06 | 4.92376475823877e-06 |
92 | 0.999992612705275 | 1.47745894507895e-05 | 7.38729472539473e-06 |
93 | 0.999992648551939 | 1.47028961227452e-05 | 7.3514480613726e-06 |
94 | 0.999994175526407 | 1.16489471863158e-05 | 5.82447359315792e-06 |
95 | 0.999992578808997 | 1.48423820067291e-05 | 7.42119100336457e-06 |
96 | 0.999991405858595 | 1.71882828090498e-05 | 8.59414140452491e-06 |
97 | 0.999996678196513 | 6.64360697298604e-06 | 3.32180348649302e-06 |
98 | 0.999996605860999 | 6.78827800117926e-06 | 3.39413900058963e-06 |
99 | 0.999996467985245 | 7.06402950922341e-06 | 3.5320147546117e-06 |
100 | 0.999994857781858 | 1.02844362841395e-05 | 5.14221814206977e-06 |
101 | 0.999996283925899 | 7.43214820248312e-06 | 3.71607410124156e-06 |
102 | 0.999995822385894 | 8.35522821134879e-06 | 4.1776141056744e-06 |
103 | 0.999994650512983 | 1.06989740343588e-05 | 5.3494870171794e-06 |
104 | 0.999992287153098 | 1.54256938038622e-05 | 7.71284690193109e-06 |
105 | 0.99999027133527 | 1.94573294594781e-05 | 9.72866472973904e-06 |
106 | 0.999986916322682 | 2.61673546353494e-05 | 1.30836773176747e-05 |
107 | 0.999995454991135 | 9.0900177310171e-06 | 4.54500886550855e-06 |
108 | 0.999995041539135 | 9.91692173039091e-06 | 4.95846086519545e-06 |
109 | 0.99999985976648 | 2.80467039645163e-07 | 1.40233519822581e-07 |
110 | 0.999999931317885 | 1.37364230232303e-07 | 6.86821151161517e-08 |
111 | 0.99999991369235 | 1.72615299953599e-07 | 8.63076499767997e-08 |
112 | 0.999999938967713 | 1.22064574673816e-07 | 6.10322873369081e-08 |
113 | 0.999999940468298 | 1.19063404000797e-07 | 5.95317020003984e-08 |
114 | 0.999999944837528 | 1.10324943908319e-07 | 5.51624719541594e-08 |
115 | 0.999999941455772 | 1.1708845592604e-07 | 5.85442279630199e-08 |
116 | 0.999999928426883 | 1.4314623306499e-07 | 7.15731165324952e-08 |
117 | 0.999999899335828 | 2.013283446764e-07 | 1.006641723382e-07 |
118 | 0.999999850742635 | 2.98514731024876e-07 | 1.49257365512438e-07 |
119 | 0.999999830717348 | 3.38565304207799e-07 | 1.692826521039e-07 |
120 | 0.99999974428026 | 5.11439479537252e-07 | 2.55719739768626e-07 |
121 | 0.999999678042225 | 6.43915550813075e-07 | 3.21957775406537e-07 |
122 | 0.999999570225932 | 8.59548135994614e-07 | 4.29774067997307e-07 |
123 | 0.999999534419121 | 9.31161758868527e-07 | 4.65580879434263e-07 |
124 | 0.999999442177529 | 1.11564494227203e-06 | 5.57822471136017e-07 |
125 | 0.999999416289514 | 1.16742097288423e-06 | 5.83710486442114e-07 |
126 | 0.999999646210415 | 7.07579168964199e-07 | 3.53789584482099e-07 |
127 | 0.999999602392015 | 7.95215969750868e-07 | 3.97607984875434e-07 |
128 | 0.999999481973815 | 1.03605237085463e-06 | 5.18026185427316e-07 |
129 | 0.999999453878845 | 1.09224230945581e-06 | 5.46121154727905e-07 |
130 | 0.999999166431718 | 1.66713656397504e-06 | 8.33568281987519e-07 |
131 | 0.999999586639962 | 8.26720075415645e-07 | 4.13360037707822e-07 |
132 | 0.999999529532693 | 9.40934613594623e-07 | 4.70467306797312e-07 |
133 | 0.999999754200234 | 4.9159953229998e-07 | 2.4579976614999e-07 |
134 | 0.999999859318679 | 2.81362641312694e-07 | 1.40681320656347e-07 |
135 | 0.999999875131457 | 2.4973708574993e-07 | 1.24868542874965e-07 |
136 | 0.999999820021366 | 3.59957268116554e-07 | 1.79978634058277e-07 |
137 | 0.999999725201668 | 5.49596663406951e-07 | 2.74798331703476e-07 |
138 | 0.999999845831124 | 3.08337752655302e-07 | 1.54168876327651e-07 |
139 | 0.999999789182437 | 4.21635126233915e-07 | 2.10817563116958e-07 |
140 | 0.999999677013916 | 6.45972167235516e-07 | 3.22986083617758e-07 |
141 | 0.999999571932253 | 8.561354946044e-07 | 4.280677473022e-07 |
142 | 0.999999499942144 | 1.00011571169747e-06 | 5.00057855848735e-07 |
143 | 0.999999382323026 | 1.23535394769227e-06 | 6.17676973846134e-07 |
144 | 0.999999136928166 | 1.72614366880174e-06 | 8.63071834400868e-07 |
145 | 0.999999622281706 | 7.55436587881497e-07 | 3.77718293940749e-07 |
146 | 0.999999554222981 | 8.91554037292215e-07 | 4.45777018646108e-07 |
147 | 0.999999929652176 | 1.40695648950752e-07 | 7.03478244753758e-08 |
148 | 0.999999892923727 | 2.14152545182589e-07 | 1.07076272591294e-07 |
149 | 0.999999831069437 | 3.37861126387882e-07 | 1.68930563193941e-07 |
150 | 0.999999756259319 | 4.87481362072203e-07 | 2.43740681036102e-07 |
151 | 0.999999798718523 | 4.02562954919006e-07 | 2.01281477459503e-07 |
152 | 0.999999849937218 | 3.00125564616267e-07 | 1.50062782308134e-07 |
153 | 0.99999976971229 | 4.6057542085042e-07 | 2.3028771042521e-07 |
154 | 0.999999651759471 | 6.96481058109291e-07 | 3.48240529054645e-07 |
155 | 0.999999544402665 | 9.11194670926903e-07 | 4.55597335463451e-07 |
156 | 0.999999309244544 | 1.38151091237071e-06 | 6.90755456185354e-07 |
157 | 0.999999123533701 | 1.75293259824588e-06 | 8.7646629912294e-07 |
158 | 0.99999867422766 | 2.65154467961372e-06 | 1.32577233980686e-06 |
159 | 0.999998660979535 | 2.67804093079784e-06 | 1.33902046539892e-06 |
160 | 0.999998300852946 | 3.39829410754195e-06 | 1.69914705377098e-06 |
161 | 0.999997465577095 | 5.06884580923873e-06 | 2.53442290461936e-06 |
162 | 0.999999997046849 | 5.90630268052425e-09 | 2.95315134026212e-09 |
163 | 0.99999999617224 | 7.65552072415168e-09 | 3.82776036207584e-09 |
164 | 0.999999998782302 | 2.4353956866972e-09 | 1.2176978433486e-09 |
165 | 0.999999998304085 | 3.39182920313675e-09 | 1.69591460156837e-09 |
166 | 0.9999999976623 | 4.67540104544077e-09 | 2.33770052272039e-09 |
167 | 0.999999996691746 | 6.61650722756961e-09 | 3.3082536137848e-09 |
168 | 0.999999996382093 | 7.23581367113402e-09 | 3.61790683556701e-09 |
169 | 0.999999994260467 | 1.14790663031989e-08 | 5.73953315159945e-09 |
170 | 0.999999992389931 | 1.52201375242675e-08 | 7.61006876213373e-09 |
171 | 0.999999999256715 | 1.48656939143153e-09 | 7.43284695715765e-10 |
172 | 0.999999998768821 | 2.46235719306384e-09 | 1.23117859653192e-09 |
173 | 0.999999998081847 | 3.83630621025984e-09 | 1.91815310512992e-09 |
174 | 0.999999999999605 | 7.90995822190919e-13 | 3.95497911095459e-13 |
175 | 0.999999999999926 | 1.48035715529184e-13 | 7.40178577645919e-14 |
176 | 0.999999999999892 | 2.16175441021988e-13 | 1.08087720510994e-13 |
177 | 0.999999999999828 | 3.43964299828559e-13 | 1.7198214991428e-13 |
178 | 0.99999999999971 | 5.79168392907514e-13 | 2.89584196453757e-13 |
179 | 0.999999999999685 | 6.29035479287161e-13 | 3.14517739643581e-13 |
180 | 0.999999999999573 | 8.5433359234557e-13 | 4.27166796172785e-13 |
181 | 0.999999999999728 | 5.44166164136909e-13 | 2.72083082068455e-13 |
182 | 0.999999999999658 | 6.84239268439068e-13 | 3.42119634219534e-13 |
183 | 0.999999999999305 | 1.38990917416099e-12 | 6.94954587080493e-13 |
184 | 0.999999999999023 | 1.95418939395945e-12 | 9.77094696979726e-13 |
185 | 0.999999999998674 | 2.65269768446161e-12 | 1.32634884223081e-12 |
186 | 0.999999999997339 | 5.32198261008695e-12 | 2.66099130504347e-12 |
187 | 0.999999999994743 | 1.05137288017144e-11 | 5.25686440085719e-12 |
188 | 0.999999999989619 | 2.0762768116495e-11 | 1.03813840582475e-11 |
189 | 0.999999999980547 | 3.89050599368655e-11 | 1.94525299684328e-11 |
190 | 0.999999999969615 | 6.07697524552969e-11 | 3.03848762276484e-11 |
191 | 0.999999999970934 | 5.81325921051477e-11 | 2.90662960525739e-11 |
192 | 0.99999999995199 | 9.6020315772385e-11 | 4.80101578861925e-11 |
193 | 0.999999999935562 | 1.28876512431889e-10 | 6.44382562159445e-11 |
194 | 0.999999999977369 | 4.52614738198414e-11 | 2.26307369099207e-11 |
195 | 0.999999999958999 | 8.20009694353819e-11 | 4.1000484717691e-11 |
196 | 0.999999999946863 | 1.06275089137454e-10 | 5.3137544568727e-11 |
197 | 0.999999999925078 | 1.49842974980957e-10 | 7.49214874904784e-11 |
198 | 0.999999999900681 | 1.98638484264342e-10 | 9.93192421321709e-11 |
199 | 0.999999999820623 | 3.58754733215595e-10 | 1.79377366607798e-10 |
200 | 0.999999999682691 | 6.34617398944237e-10 | 3.17308699472119e-10 |
201 | 0.999999999560298 | 8.79404130211306e-10 | 4.39702065105653e-10 |
202 | 0.999999999248244 | 1.50351263623537e-09 | 7.51756318117685e-10 |
203 | 0.999999998645081 | 2.70983736396819e-09 | 1.3549186819841e-09 |
204 | 0.999999997465659 | 5.06868233997674e-09 | 2.53434116998837e-09 |
205 | 0.999999996172943 | 7.65411420020119e-09 | 3.82705710010059e-09 |
206 | 0.999999994136267 | 1.17274652857109e-08 | 5.86373264285543e-09 |
207 | 0.999999991093358 | 1.78132843972678e-08 | 8.9066421986339e-09 |
208 | 0.999999984639252 | 3.07214956139023e-08 | 1.53607478069511e-08 |
209 | 0.999999974345782 | 5.13084361494038e-08 | 2.56542180747019e-08 |
210 | 0.999999956478932 | 8.70421352635156e-08 | 4.35210676317578e-08 |
211 | 0.999999979955513 | 4.0088973604178e-08 | 2.0044486802089e-08 |
212 | 0.999999966926406 | 6.61471885454649e-08 | 3.30735942727325e-08 |
213 | 0.999999942878028 | 1.14243943183366e-07 | 5.71219715916832e-08 |
214 | 0.999999898509338 | 2.02981323197607e-07 | 1.01490661598804e-07 |
215 | 0.999999996301532 | 7.396936862706e-09 | 3.698468431353e-09 |
216 | 0.999999994531489 | 1.09370215951375e-08 | 5.46851079756874e-09 |
217 | 0.999999991412091 | 1.71758187942484e-08 | 8.5879093971242e-09 |
218 | 0.999999999999294 | 1.41227466432649e-12 | 7.06137332163244e-13 |
219 | 0.999999999999835 | 3.30550156651027e-13 | 1.65275078325514e-13 |
220 | 0.999999999999614 | 7.72632881651869e-13 | 3.86316440825935e-13 |
221 | 0.99999999999933 | 1.34041224800787e-12 | 6.70206124003934e-13 |
222 | 0.999999999999998 | 3.67069326634535e-15 | 1.83534663317267e-15 |
223 | 0.999999999999995 | 9.97878639283193e-15 | 4.98939319641596e-15 |
224 | 0.999999999999987 | 2.56527136854682e-14 | 1.28263568427341e-14 |
225 | 0.999999999999968 | 6.41555220149383e-14 | 3.20777610074691e-14 |
226 | 0.999999999999985 | 3.06070990702537e-14 | 1.53035495351269e-14 |
227 | 0.999999999999958 | 8.319743889321e-14 | 4.1598719446605e-14 |
228 | 0.999999999999894 | 2.11959051480504e-13 | 1.05979525740252e-13 |
229 | 0.999999999999723 | 5.53379516056192e-13 | 2.76689758028096e-13 |
230 | 0.999999999999641 | 7.17748913360601e-13 | 3.58874456680301e-13 |
231 | 0.999999999999228 | 1.54446016513913e-12 | 7.72230082569566e-13 |
232 | 0.999999999998446 | 3.10863554901841e-12 | 1.5543177745092e-12 |
233 | 0.999999999998426 | 3.1476924947158e-12 | 1.5738462473579e-12 |
234 | 0.999999999995937 | 8.12588277977423e-12 | 4.06294138988711e-12 |
235 | 0.999999999990613 | 1.87735045518124e-11 | 9.38675227590621e-12 |
236 | 0.999999999978021 | 4.39587938917907e-11 | 2.19793969458954e-11 |
237 | 0.999999999948407 | 1.03186099889188e-10 | 5.1593049944594e-11 |
238 | 0.999999999884223 | 2.31554141224283e-10 | 1.15777070612141e-10 |
239 | 0.999999999724382 | 5.51235928867382e-10 | 2.75617964433691e-10 |
240 | 0.999999999395725 | 1.2085494621262e-09 | 6.04274731063099e-10 |
241 | 0.999999998681175 | 2.63765045963101e-09 | 1.31882522981551e-09 |
242 | 0.999999998711879 | 2.57624159164325e-09 | 1.28812079582163e-09 |
243 | 0.999999997128815 | 5.74237074763454e-09 | 2.87118537381727e-09 |
244 | 0.999999996856012 | 6.2879762971047e-09 | 3.14398814855235e-09 |
245 | 0.999999992351143 | 1.52977142534305e-08 | 7.64885712671525e-09 |
246 | 0.999999981331536 | 3.73369277809326e-08 | 1.86684638904663e-08 |
247 | 0.999999978100587 | 4.37988263544647e-08 | 2.18994131772324e-08 |
248 | 0.999999947952986 | 1.04094027961557e-07 | 5.20470139807783e-08 |
249 | 0.999999881614262 | 2.36771476373094e-07 | 1.18385738186547e-07 |
250 | 0.999999766706304 | 4.66587392012819e-07 | 2.33293696006409e-07 |
251 | 0.999999538377666 | 9.23244668597648e-07 | 4.61622334298824e-07 |
252 | 0.999998954671302 | 2.09065739513373e-06 | 1.04532869756686e-06 |
253 | 0.99999762410242 | 4.75179515924042e-06 | 2.37589757962021e-06 |
254 | 0.999994958974767 | 1.00820504659896e-05 | 5.04102523299478e-06 |
255 | 0.999993305031519 | 1.3389936962002e-05 | 6.69496848100102e-06 |
256 | 0.999986440197701 | 2.71196045987756e-05 | 1.35598022993878e-05 |
257 | 0.999974371435462 | 5.12571290751246e-05 | 2.56285645375623e-05 |
258 | 0.999945598882563 | 0.000108802234874614 | 5.4401117437307e-05 |
259 | 0.999923167260016 | 0.000153665479968795 | 7.68327399843975e-05 |
260 | 0.999841083898897 | 0.000317832202205997 | 0.000158916101102999 |
261 | 0.999683732181207 | 0.000632535637586143 | 0.000316267818793072 |
262 | 0.999427770011416 | 0.00114445997716739 | 0.000572229988583696 |
263 | 0.998960362976015 | 0.00207927404797052 | 0.00103963702398526 |
264 | 0.998326107822163 | 0.00334778435567359 | 0.0016738921778368 |
265 | 0.997022595778079 | 0.00595480844384309 | 0.00297740422192155 |
266 | 0.99601241137848 | 0.00797517724303915 | 0.00398758862151958 |
267 | 0.994108727923279 | 0.011782544153442 | 0.00589127207672101 |
268 | 0.989611999959048 | 0.0207760000819049 | 0.0103880000409525 |
269 | 0.98474321857215 | 0.0305135628557009 | 0.0152567814278505 |
270 | 0.980423347989272 | 0.0391533040214553 | 0.0195766520107276 |
271 | 0.973054359812371 | 0.0538912803752578 | 0.0269456401876289 |
272 | 0.952481152297107 | 0.0950376954057862 | 0.0475188477028931 |
273 | 0.922548533237837 | 0.154902933524325 | 0.0774514667621625 |
274 | 0.877190266462814 | 0.245619467074371 | 0.122809733537186 |
275 | 0.828857242841351 | 0.342285514317298 | 0.171142757158649 |
276 | 0.983738608339149 | 0.0325227833217019 | 0.016261391660851 |
277 | 0.999161916382991 | 0.00167616723401757 | 0.000838083617008786 |
278 | 0.99559609296009 | 0.00880781407981988 | 0.00440390703990994 |
279 | 0.978762636076803 | 0.042474727846393 | 0.0212373639231965 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 202 | 0.748148148148148 | NOK |
5% type I error level | 208 | 0.77037037037037 | NOK |
10% type I error level | 222 | 0.822222222222222 | NOK |