Multiple Linear Regression - Estimated Regression Equation |
Popularity[t] = + 11.3072637357884 + 0.102867075172941B[t] -0.120473088007881`2B`[t] + 0.193536916246142`3B`[t] + 0.0624951815495425Month[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) | 11.3072637357884 | 1.949911 | 5.7989 | 0 | 0 |
B | 0.102867075172941 | 0.21303 | 0.4829 | 0.629528 | 0.314764 |
`2B` | -0.120473088007881 | 0.22302 | -0.5402 | 0.589458 | 0.294729 |
`3B` | 0.193536916246142 | 0.224721 | 0.8612 | 0.389782 | 0.194891 |
Month | 0.0624951815495425 | 0.18697 | 0.3343 | 0.738417 | 0.369209 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.0633220517929961 |
R-squared | 0.00400968224327489 |
Adjusted R-squared | -0.00896739030078675 |
F-TEST (value) | 0.308982031938301 |
F-TEST (DF numerator) | 4 |
F-TEST (DF denominator) | 307 |
p-value | 0.871893926998178 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.94501866374813 |
Sum Squared Residuals | 2662.65242345623 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 15 | 12.0754545200800 | 2.92454547992003 |
2 | 12 | 12.2391881893916 | -0.239188189391642 |
3 | 9 | 11.9251781851376 | -2.92517818513762 |
4 | 10 | 11.8697203697343 | -1.86972036973428 |
5 | 13 | 11.8697203697343 | 1.13027963026570 |
6 | 16 | 11.9725874449072 | 4.02741255509277 |
7 | 14 | 11.8697203697343 | 2.13027963026571 |
8 | 16 | 11.8521143568994 | 4.14788564310065 |
9 | 10 | 11.8697203697343 | -1.86972036973429 |
10 | 8 | 12.3314866178759 | -4.33148661787586 |
11 | 12 | 12.0350826264568 | -0.0350826264567775 |
12 | 15 | 11.9322155512838 | 3.06778444871616 |
13 | 14 | 11.8117424632760 | 2.18825753672404 |
14 | 14 | 12.3016833709412 | 1.69831662905882 |
15 | 12 | 11.9876733666872 | 0.0123266333128416 |
16 | 12 | 11.9322155512838 | 0.0677844487161635 |
17 | 10 | 11.9322155512838 | -1.93221555128384 |
18 | 4 | 11.9322155512838 | -7.93221555128384 |
19 | 14 | 11.8117424632760 | 2.18825753672404 |
20 | 15 | 11.9322155512838 | 3.06778444871616 |
21 | 16 | 11.9322155512838 | 4.06778444871616 |
22 | 12 | 11.8117424632760 | 0.188257536724044 |
23 | 12 | 11.9322155512838 | 0.0677844487161635 |
24 | 12 | 12.1257524675300 | -0.125752467529979 |
25 | 12 | 12.1661243611534 | -0.166124361153378 |
26 | 12 | 11.8697203697343 | 0.130279630265706 |
27 | 11 | 12.1309123354835 | -1.13091233548350 |
28 | 11 | 11.9725874449072 | -0.972587444907235 |
29 | 11 | 11.8521143568994 | -0.852114356899354 |
30 | 11 | 11.8521143568994 | -0.852114356899354 |
31 | 11 | 12.2513854234914 | -1.25138542349138 |
32 | 11 | 11.8697203697343 | -0.869720369734294 |
33 | 15 | 11.8697203697343 | 3.13027963026571 |
34 | 15 | 11.8697203697343 | 3.13027963026571 |
35 | 9 | 11.8697203697343 | -2.86972036973429 |
36 | 16 | 11.8697203697343 | 4.13027963026571 |
37 | 13 | 11.8223111099647 | 1.17768889003532 |
38 | 9 | 11.9725874449072 | -2.97258744490723 |
39 | 16 | 11.8697203697343 | 4.13027963026571 |
40 | 12 | 11.8697203697343 | 0.130279630265706 |
41 | 15 | 12.2567942022266 | 2.74320579777342 |
42 | 5 | 11.8697203697343 | -6.8697203697343 |
43 | 11 | 11.8345083440644 | -0.834508344064414 |
44 | 17 | 11.8345083440644 | 5.16549165593559 |
45 | 9 | 11.9427841979726 | -2.94278419797256 |
46 | 13 | 11.8697203697343 | 1.13027963026571 |
47 | 16 | 11.9322155512838 | 4.06778444871616 |
48 | 16 | 11.9322155512838 | 4.06778444871616 |
49 | 14 | 12.525023534122 | 1.47497646587800 |
50 | 16 | 12.0350826264568 | 3.96491737354322 |
51 | 11 | 11.9322155512838 | -0.932215551283836 |
52 | 11 | 11.9322155512838 | -0.932215551283836 |
53 | 11 | 11.9322155512838 | -0.932215551283836 |
54 | 12 | 11.9322155512838 | 0.0677844487161635 |
55 | 12 | 12.1081464546950 | -0.108146454695039 |
56 | 12 | 11.9322155512838 | 0.0677844487161635 |
57 | 14 | 11.9322155512838 | 2.06778444871616 |
58 | 10 | 12.1379497016297 | -2.13794970162972 |
59 | 9 | 11.6912693752681 | -2.69126937526808 |
60 | 12 | 12.1257524675300 | -0.125752467529979 |
61 | 10 | 11.9322155512838 | -1.93221555128384 |
62 | 14 | 11.9322155512838 | 2.06778444871616 |
63 | 8 | 11.9322155512838 | -3.93221555128384 |
64 | 16 | 12.0350826264568 | 3.96491737354322 |
65 | 14 | 12.0350826264568 | 1.96491737354322 |
66 | 14 | 11.9322155512838 | 2.06778444871616 |
67 | 12 | 11.9322155512838 | 0.0677844487161635 |
68 | 14 | 12.0350826264568 | 1.96491737354322 |
69 | 7 | 12.1081464546950 | -5.10814645469504 |
70 | 19 | 11.9322155512838 | 7.06778444871616 |
71 | 15 | 11.9322155512838 | 3.06778444871616 |
72 | 8 | 11.9322155512838 | -3.93221555128384 |
73 | 10 | 11.9322155512838 | -1.93221555128384 |
74 | 13 | 11.9322155512838 | 1.06778444871616 |
75 | 13 | 11.8697203697343 | 1.13027963026571 |
76 | 10 | 11.8697203697343 | -1.86972036973429 |
77 | 12 | 11.8697203697343 | 0.130279630265706 |
78 | 15 | 11.9427841979726 | 3.05721580202744 |
79 | 7 | 11.9725874449072 | -4.97258744490724 |
80 | 14 | 11.8697203697343 | 2.13027963026571 |
81 | 10 | 11.8697203697343 | -1.86972036973429 |
82 | 6 | 11.5083011057107 | -5.50830110571065 |
83 | 11 | 12.0754545200802 | -1.07545452008018 |
84 | 12 | 11.8697203697343 | 0.130279630265706 |
85 | 14 | 12.2567942022266 | 1.74320579777342 |
86 | 12 | 11.8697203697343 | 0.130279630265706 |
87 | 14 | 11.8697203697343 | 2.13027963026571 |
88 | 11 | 11.8345083440644 | -0.834508344064414 |
89 | 10 | 12.1661243611534 | -2.16612436115338 |
90 | 13 | 12.0632572859804 | 0.936742714019563 |
91 | 8 | 11.8697203697343 | -3.86972036973429 |
92 | 9 | 11.8697203697343 | -2.86972036973429 |
93 | 6 | 11.9322155512838 | -5.93221555128384 |
94 | 12 | 12.4221564589491 | -0.422156458949063 |
95 | 14 | 11.9322155512838 | 2.06778444871616 |
96 | 11 | 11.9322155512838 | -0.932215551283836 |
97 | 8 | 12.2286195427029 | -4.22861954270292 |
98 | 7 | 11.9322155512838 | -4.93221555128384 |
99 | 9 | 11.8848062915142 | -2.88480629151422 |
100 | 14 | 12.0174766136218 | 1.98252338637816 |
101 | 13 | 11.9322155512838 | 1.06778444871616 |
102 | 15 | 11.9322155512838 | 3.06778444871616 |
103 | 5 | 11.9322155512838 | -6.93221555128384 |
104 | 15 | 12.1203436887948 | 2.87965631120522 |
105 | 13 | 11.8117424632760 | 1.18825753672404 |
106 | 12 | 11.9322155512838 | 0.0677844487161635 |
107 | 6 | 12.0350826264568 | -6.03508262645678 |
108 | 7 | 11.9322155512838 | -4.93221555128384 |
109 | 13 | 11.9322155512838 | 1.06778444871616 |
110 | 16 | 11.9146095384489 | 4.08539046155110 |
111 | 10 | 11.9322155512838 | -1.93221555128384 |
112 | 16 | 11.9322155512838 | 4.06778444871616 |
113 | 15 | 11.9322155512838 | 3.06778444871616 |
114 | 8 | 11.9322155512838 | -3.93221555128384 |
115 | 11 | 11.9322155512838 | -0.932215551283836 |
116 | 13 | 11.7643332035063 | 1.23566679649366 |
117 | 16 | 12.0350826264568 | 3.96491737354322 |
118 | 11 | 11.9322155512838 | -0.932215551283836 |
119 | 14 | 11.9322155512838 | 2.06778444871616 |
120 | 9 | 12.0174766136218 | -3.01747661362184 |
121 | 8 | 11.9322155512838 | -3.93221555128384 |
122 | 8 | 12.2286195427029 | -4.22861954270292 |
123 | 11 | 12.1379497016297 | -1.13794970162972 |
124 | 12 | 11.9322155512838 | 0.0677844487161635 |
125 | 11 | 12.3436838519756 | -1.3436838519756 |
126 | 14 | 12.1988162957682 | 1.80118370423176 |
127 | 11 | 12.0174766136218 | -1.01747661362184 |
128 | 14 | 11.9322155512838 | 2.06778444871616 |
129 | 13 | 12.4045504461141 | 0.595449553885878 |
130 | 12 | 11.9322155512838 | 0.0677844487161635 |
131 | 4 | 11.9322155512838 | -7.93221555128384 |
132 | 15 | 12.2110135298680 | 2.78898647013202 |
133 | 10 | 11.9322155512838 | -1.93221555128384 |
134 | 13 | 11.9876733666872 | 1.01232663331284 |
135 | 15 | 12.3016833709412 | 2.69831662905882 |
136 | 12 | 11.9876733666872 | 0.0123266333128416 |
137 | 13 | 11.9322155512838 | 1.06778444871616 |
138 | 8 | 11.9322155512838 | -3.93221555128384 |
139 | 10 | 12.1379497016297 | -2.13794970162972 |
140 | 15 | 11.9322155512838 | 3.06778444871616 |
141 | 16 | 11.9322155512838 | 4.06778444871616 |
142 | 16 | 11.9322155512838 | 4.06778444871616 |
143 | 14 | 11.9322155512838 | 2.06778444871616 |
144 | 14 | 12.1081464546950 | 1.89185354530496 |
145 | 12 | 12.1081464546950 | -0.108146454695039 |
146 | 15 | 12.1363211142187 | 2.8636788857813 |
147 | 13 | 12.0456512731455 | 0.954348726854503 |
148 | 16 | 11.9322155512838 | 4.06778444871616 |
149 | 14 | 11.9322155512838 | 2.06778444871616 |
150 | 8 | 11.9322155512838 | -3.93221555128384 |
151 | 16 | 11.8117424632760 | 4.18825753672404 |
152 | 16 | 12.1081464546950 | 3.89185354530496 |
153 | 12 | 11.9322155512838 | 0.0677844487161635 |
154 | 11 | 11.7643332035063 | -0.764333203506336 |
155 | 16 | 12.1081464546950 | 3.89185354530496 |
156 | 9 | 11.9322155512838 | -2.93221555128384 |
157 | 15 | 12.5577154687369 | 2.44228453126313 |
158 | 12 | 12.0975778080063 | -0.0975778080063198 |
159 | 9 | 12.6781885567447 | -3.67818855674475 |
160 | 10 | 11.7361585439827 | -1.73615854398268 |
161 | 13 | 12.5577154687369 | 0.442284531263133 |
162 | 16 | 11.9771047199984 | 4.02289528000156 |
163 | 14 | 11.8566316319906 | 2.14336836800944 |
164 | 16 | 12.3939817994254 | 3.60601820057460 |
165 | 10 | 12.1706416362446 | -2.17064163624458 |
166 | 8 | 11.9947107328334 | -3.99471073283338 |
167 | 12 | 12.0799717951714 | -0.0799717951713801 |
168 | 15 | 12.4846516404986 | 2.51534835950140 |
169 | 14 | 12.0975778080063 | 1.90242219199368 |
170 | 14 | 12.0975778080063 | 1.90242219199368 |
171 | 12 | 12.2911147242525 | -0.291114724252462 |
172 | 12 | 11.9473014730638 | 0.0526985269362402 |
173 | 10 | 11.8268283850559 | -1.82682838505588 |
174 | 4 | 11.7537645568176 | -7.75376455681762 |
175 | 14 | 11.9473014730638 | 2.05269852693624 |
176 | 15 | 11.9947107328334 | 3.00528926716662 |
177 | 16 | 12.0975778080063 | 3.90242219199368 |
178 | 12 | 12.2004448831793 | -0.200444883179261 |
179 | 12 | 11.9947107328334 | 0.00528926716662115 |
180 | 12 | 11.8742376448255 | 0.125762355174502 |
181 | 12 | 11.7537645568176 | 0.246235443182383 |
182 | 12 | 12.0975778080063 | -0.0975778080063198 |
183 | 11 | 11.9771047199984 | -0.97710471999844 |
184 | 11 | 12.3033119583522 | -1.30331195835220 |
185 | 11 | 12.4548483935639 | -1.45484839356393 |
186 | 11 | 12.2613114773178 | -1.26131147731778 |
187 | 11 | 12.0975778080063 | -1.09757780800632 |
188 | 11 | 12.3939817994254 | -1.39398179942540 |
189 | 15 | 12.0975778080063 | 2.90242219199368 |
190 | 15 | 12.2911147242525 | 2.70888527574754 |
191 | 9 | 12.1408383893099 | -3.1408383893099 |
192 | 16 | 11.9473014730638 | 4.05269852693624 |
193 | 13 | 12.1882476490795 | 0.811752350920479 |
194 | 9 | 11.9594987071635 | -2.9594987071635 |
195 | 16 | 11.8566316319906 | 4.14336836800944 |
196 | 12 | 12.0975778080063 | -0.0975778080063198 |
197 | 15 | 12.0799717951714 | 2.92002820482862 |
198 | 5 | 11.6332914688097 | -6.63329146880974 |
199 | 11 | 11.8566316319906 | -0.856631631990558 |
200 | 17 | 12.2004448831793 | 4.79955511682074 |
201 | 9 | 11.9473014730638 | -2.94730147306376 |
202 | 13 | 12.2004448831793 | 0.79955511682074 |
203 | 16 | 12.0677745610716 | 3.93222543892836 |
204 | 16 | 11.8742376448255 | 4.1257623551745 |
205 | 14 | 11.9771047199984 | 2.02289528000156 |
206 | 16 | 12.0677745610716 | 3.93222543892836 |
207 | 11 | 12.0975778080063 | -1.09757780800632 |
208 | 11 | 12.2613114773178 | -1.26131147731778 |
209 | 11 | 12.0501685482367 | -1.0501685482367 |
210 | 12 | 12.0975778080063 | -0.0975778080063198 |
211 | 12 | 12.1706416362446 | -0.170641636244582 |
212 | 12 | 11.9771047199984 | 0.0228952800015609 |
213 | 14 | 12.1706416362446 | 1.82935836375542 |
214 | 10 | 12.4846516404986 | -2.48465164049860 |
215 | 9 | 11.8742376448255 | -2.8742376448255 |
216 | 12 | 11.8742376448255 | 0.125762355174502 |
217 | 10 | 12.0975778080063 | -2.09757780800632 |
218 | 14 | 11.9594987071635 | 2.0405012928365 |
219 | 8 | 12.0975778080063 | -4.09757780800632 |
220 | 16 | 11.9473014730638 | 4.05269852693624 |
221 | 14 | 12.4548483935639 | 1.54515160643607 |
222 | 14 | 12.1882476490795 | 1.81175235092048 |
223 | 12 | 11.8742376448255 | 0.125762355174502 |
224 | 14 | 11.8742376448255 | 2.1257623551745 |
225 | 7 | 11.8742376448255 | -4.8742376448255 |
226 | 19 | 12.0799717951714 | 6.92002820482862 |
227 | 15 | 12.3817845653257 | 2.61821543467434 |
228 | 8 | 11.9947107328334 | -3.99471073283338 |
229 | 10 | 12.0975778080063 | -2.09757780800632 |
230 | 13 | 11.9771047199984 | 1.02289528000156 |
231 | 13 | 12.6781885567447 | 0.321811443255253 |
232 | 10 | 12.2911147242525 | -2.29111472425246 |
233 | 12 | 12.0975778080063 | -0.0975778080063198 |
234 | 15 | 12.1882476490795 | 2.81175235092048 |
235 | 7 | 12.1882476490795 | -5.18824764907952 |
236 | 14 | 12.1882476490795 | 1.81175235092048 |
237 | 10 | 12.1706416362446 | -2.17064163624458 |
238 | 6 | 12.2004448831793 | -6.20044488317926 |
239 | 11 | 11.9771047199984 | -0.97710471999844 |
240 | 12 | 11.9594987071635 | 0.0405012928365007 |
241 | 14 | 12.1828388703443 | 1.81716112965568 |
242 | 12 | 11.8566316319906 | 0.143368368009442 |
243 | 14 | 12.2613114773178 | 1.73868852268222 |
244 | 11 | 12.2735087114175 | -1.27350871141752 |
245 | 10 | 12.0975778080063 | -2.09757780800632 |
246 | 13 | 12.2613114773178 | 0.738688522682217 |
247 | 8 | 12.1882476490795 | -4.18824764907952 |
248 | 9 | 12.9745925481638 | -3.97459254816383 |
249 | 6 | 11.9771047199984 | -5.97710471999844 |
250 | 12 | 12.0975778080063 | -0.0975778080063198 |
251 | 14 | 11.9947107328334 | 2.00528926716662 |
252 | 11 | 11.9594987071635 | -0.9594987071635 |
253 | 8 | 12.1882476490795 | -4.18824764907952 |
254 | 7 | 12.0975778080063 | -5.09757780800632 |
255 | 9 | 11.7537645568176 | -2.75376455681762 |
256 | 14 | 12.1828388703443 | 1.81716112965568 |
257 | 13 | 11.9947107328334 | 1.00528926716662 |
258 | 15 | 12.2613114773178 | 2.73868852268222 |
259 | 5 | 12.3641785524907 | -7.36417855249072 |
260 | 15 | 12.1408383893099 | 2.8591616106901 |
261 | 13 | 11.8742376448255 | 1.12576235517450 |
262 | 12 | 12.1882476490795 | -0.188247649079521 |
263 | 6 | 12.0975778080063 | -6.09757780800632 |
264 | 7 | 12.0975778080063 | -5.09757780800632 |
265 | 13 | 12.3033119583522 | 0.696688041647798 |
266 | 16 | 12.2004448831793 | 3.79955511682074 |
267 | 10 | 11.8742376448255 | -1.87423764482550 |
268 | 16 | 12.0975778080063 | 3.90242219199368 |
269 | 15 | 12.0975778080063 | 2.90242219199368 |
270 | 8 | 12.2911147242525 | -4.29111472425246 |
271 | 11 | 12.0975778080063 | -1.09757780800632 |
272 | 13 | 12.3641785524907 | 0.635821447509276 |
273 | 16 | 11.9473014730638 | 4.05269852693624 |
274 | 11 | 12.4548483935639 | -1.45484839356393 |
275 | 14 | 12.0677745610716 | 1.93222543892836 |
276 | 9 | 12.3817845653257 | -3.38178456532566 |
277 | 8 | 11.9367328263750 | -3.93673282637504 |
278 | 8 | 12.2629400647288 | -4.2629400647288 |
279 | 11 | 11.7986537255322 | -0.79865372553222 |
280 | 12 | 11.8162597383672 | 0.183740261632840 |
281 | 11 | 12.1424669767209 | -1.14246697672092 |
282 | 14 | 12.1600729895559 | 1.83992701044414 |
283 | 11 | 12.1600729895559 | -1.16007298955586 |
284 | 14 | 12.0395999015480 | 1.96040009845202 |
285 | 13 | 12.2507428306291 | 0.749257169370936 |
286 | 12 | 12.0395999015480 | -0.0395999015479815 |
287 | 4 | 12.1600729895559 | -8.16007298955586 |
288 | 15 | 12.0572059143829 | 2.94279408561708 |
289 | 10 | 12.2507428306291 | -2.25074283062906 |
290 | 13 | 12.0572059143829 | 0.942794085617079 |
291 | 15 | 12.4442797468752 | 2.55572025312479 |
292 | 12 | 12.0572059143829 | -0.0572059143829212 |
293 | 13 | 12.1600729895559 | 0.839927010444138 |
294 | 8 | 12.0572059143829 | -4.05720591438292 |
295 | 10 | 12.2507428306291 | -2.25074283062906 |
296 | 15 | 12.1600729895559 | 2.83992701044414 |
297 | 16 | 11.9367328263750 | 4.06326717362496 |
298 | 16 | 12.1600729895559 | 3.83992701044414 |
299 | 14 | 12.0572059143829 | 1.94279408561708 |
300 | 14 | 12.1600729895559 | 1.83992701044414 |
301 | 12 | 12.0572059143829 | -0.0572059143829212 |
302 | 15 | 12.0572059143829 | 2.94279408561708 |
303 | 13 | 12.2507428306291 | 0.749257169370936 |
304 | 16 | 12.1600729895559 | 3.83992701044414 |
305 | 14 | 12.2507428306291 | 1.74925716937094 |
306 | 8 | 12.0572059143829 | -4.05720591438292 |
307 | 16 | 12.0572059143829 | 3.94279408561708 |
308 | 16 | 12.353609905802 | 3.64639009419800 |
309 | 12 | 11.9367328263750 | 0.0632671736249595 |
310 | 11 | 12.0572059143829 | -1.05720591438292 |
311 | 16 | 12.0572059143829 | 3.94279408561708 |
312 | 9 | 12.0572059143829 | -3.05720591438292 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
8 | 0.5852358720493 | 0.8295282559014 | 0.4147641279507 |
9 | 0.531038364751206 | 0.93792327049759 | 0.468961635248794 |
10 | 0.3883849516069 | 0.7767699032138 | 0.6116150483931 |
11 | 0.420485707209835 | 0.84097141441967 | 0.579514292790165 |
12 | 0.590804314812756 | 0.818391370374489 | 0.409195685187244 |
13 | 0.513622399033511 | 0.972755201932979 | 0.486377600966489 |
14 | 0.586305998994954 | 0.827388002010092 | 0.413694001005046 |
15 | 0.493379954709781 | 0.986759909419563 | 0.506620045290219 |
16 | 0.410388011946512 | 0.820776023893023 | 0.589611988053488 |
17 | 0.38902717270544 | 0.77805434541088 | 0.61097282729456 |
18 | 0.789157601676903 | 0.421684796646193 | 0.210842398323097 |
19 | 0.758239703889275 | 0.483520592221449 | 0.241760296110725 |
20 | 0.773359246768608 | 0.453281506462783 | 0.226640753231392 |
21 | 0.807809394798213 | 0.384381210403574 | 0.192190605201787 |
22 | 0.758624571741721 | 0.482750856516557 | 0.241375428258279 |
23 | 0.701841425360833 | 0.596317149278334 | 0.298158574639167 |
24 | 0.64602115790423 | 0.70795768419154 | 0.35397884209577 |
25 | 0.582475870142428 | 0.835048259715144 | 0.417524129857572 |
26 | 0.520732102839023 | 0.958535794321954 | 0.479267897160977 |
27 | 0.480691773612021 | 0.961383547224042 | 0.519308226387979 |
28 | 0.43621211257141 | 0.87242422514282 | 0.56378788742859 |
29 | 0.394489582543338 | 0.788979165086676 | 0.605510417456662 |
30 | 0.350647941162227 | 0.701295882324455 | 0.649352058837773 |
31 | 0.299018088276581 | 0.598036176553162 | 0.700981911723419 |
32 | 0.259798871309876 | 0.519597742619751 | 0.740201128690124 |
33 | 0.252667572156336 | 0.505335144312673 | 0.747332427843664 |
34 | 0.240153614630445 | 0.480307229260889 | 0.759846385369555 |
35 | 0.265103317960517 | 0.530206635921034 | 0.734896682039483 |
36 | 0.287558885008712 | 0.575117770017424 | 0.712441114991288 |
37 | 0.244844422595438 | 0.489688845190876 | 0.755155577404562 |
38 | 0.257098225016283 | 0.514196450032566 | 0.742901774983717 |
39 | 0.275005611129293 | 0.550011222258586 | 0.724994388870707 |
40 | 0.235696496525665 | 0.47139299305133 | 0.764303503474335 |
41 | 0.223935639242715 | 0.44787127848543 | 0.776064360757285 |
42 | 0.491609144938366 | 0.983218289876732 | 0.508390855061634 |
43 | 0.443575632054258 | 0.887151264108516 | 0.556424367945742 |
44 | 0.538028234038819 | 0.923943531922363 | 0.461971765961181 |
45 | 0.553345383833952 | 0.893309232332095 | 0.446654616166048 |
46 | 0.508879815866079 | 0.982240368267841 | 0.491120184133921 |
47 | 0.536651201523719 | 0.926697596952562 | 0.463348798476281 |
48 | 0.556088021586858 | 0.887823956826284 | 0.443911978413142 |
49 | 0.531720221649453 | 0.936559556701093 | 0.468279778350547 |
50 | 0.544033150233878 | 0.911933699532244 | 0.455966849766122 |
51 | 0.514694316735597 | 0.970611366528805 | 0.485305683264403 |
52 | 0.483800247410935 | 0.96760049482187 | 0.516199752589065 |
53 | 0.451817310974699 | 0.903634621949399 | 0.548182689025301 |
54 | 0.409583191754583 | 0.819166383509167 | 0.590416808245417 |
55 | 0.367624803718746 | 0.735249607437491 | 0.632375196281254 |
56 | 0.328169297291552 | 0.656338594583103 | 0.671830702708448 |
57 | 0.300482540921755 | 0.60096508184351 | 0.699517459078245 |
58 | 0.28878896406215 | 0.5775779281243 | 0.71121103593785 |
59 | 0.296099679355357 | 0.592199358710714 | 0.703900320644643 |
60 | 0.260531531706090 | 0.521063063412179 | 0.73946846829391 |
61 | 0.247634279501497 | 0.495268559002994 | 0.752365720498503 |
62 | 0.226839207880335 | 0.453678415760671 | 0.773160792119665 |
63 | 0.264279708077684 | 0.528559416155368 | 0.735720291922316 |
64 | 0.287075987908225 | 0.57415197581645 | 0.712924012091775 |
65 | 0.263350791622962 | 0.526701583245925 | 0.736649208377038 |
66 | 0.242082505245302 | 0.484165010490604 | 0.757917494754698 |
67 | 0.211711624058597 | 0.423423248117194 | 0.788288375941403 |
68 | 0.191407523408604 | 0.382815046817209 | 0.808592476591396 |
69 | 0.252779586069446 | 0.505559172138892 | 0.747220413930554 |
70 | 0.405836274790807 | 0.811672549581614 | 0.594163725209193 |
71 | 0.39827540023402 | 0.79655080046804 | 0.60172459976598 |
72 | 0.446474842903148 | 0.892949685806297 | 0.553525157096852 |
73 | 0.432001943593905 | 0.864003887187811 | 0.567998056406094 |
74 | 0.396774375794003 | 0.793548751588007 | 0.603225624205997 |
75 | 0.363283533815317 | 0.726567067630634 | 0.636716466184683 |
76 | 0.348178983761345 | 0.69635796752269 | 0.651821016238655 |
77 | 0.313974397278589 | 0.627948794557178 | 0.686025602721411 |
78 | 0.321792683707955 | 0.643585367415911 | 0.678207316292045 |
79 | 0.397794696789336 | 0.795589393578672 | 0.602205303210664 |
80 | 0.377783208869066 | 0.755566417738132 | 0.622216791130934 |
81 | 0.360443157618503 | 0.720886315237005 | 0.639556842381497 |
82 | 0.427226808132905 | 0.85445361626581 | 0.572773191867095 |
83 | 0.397760803791332 | 0.795521607582664 | 0.602239196208668 |
84 | 0.362610267264287 | 0.725220534528573 | 0.637389732735713 |
85 | 0.338570240529455 | 0.67714048105891 | 0.661429759470545 |
86 | 0.305814792475218 | 0.611629584950437 | 0.694185207524782 |
87 | 0.289438039792286 | 0.578876079584572 | 0.710561960207714 |
88 | 0.259245852762858 | 0.518491705525717 | 0.740754147237142 |
89 | 0.248307423924197 | 0.496614847848394 | 0.751692576075803 |
90 | 0.222798007143489 | 0.445596014286978 | 0.777201992856511 |
91 | 0.247007077807956 | 0.494014155615912 | 0.752992922192044 |
92 | 0.246938437750822 | 0.493876875501643 | 0.753061562249178 |
93 | 0.354711048704807 | 0.709422097409613 | 0.645288951295193 |
94 | 0.323761225692835 | 0.64752245138567 | 0.676238774307165 |
95 | 0.305119301702115 | 0.61023860340423 | 0.694880698297885 |
96 | 0.279066690703238 | 0.558133381406477 | 0.720933309296762 |
97 | 0.316720070808665 | 0.63344014161733 | 0.683279929191335 |
98 | 0.380205188817949 | 0.760410377635899 | 0.619794811182051 |
99 | 0.369541851510407 | 0.739083703020813 | 0.630458148489593 |
100 | 0.353432844767322 | 0.706865689534644 | 0.646567155232678 |
101 | 0.324764357240199 | 0.649528714480397 | 0.675235642759801 |
102 | 0.325269995352653 | 0.650539990705305 | 0.674730004647347 |
103 | 0.481142400013459 | 0.962284800026918 | 0.518857599986541 |
104 | 0.476363461658267 | 0.952726923316533 | 0.523636538341733 |
105 | 0.449390968028496 | 0.898781936056991 | 0.550609031971504 |
106 | 0.415300341002785 | 0.83060068200557 | 0.584699658997215 |
107 | 0.530618874886362 | 0.938762250227277 | 0.469381125113638 |
108 | 0.590772944141367 | 0.818454111717266 | 0.409227055858633 |
109 | 0.561391798175916 | 0.877216403648168 | 0.438608201824084 |
110 | 0.592889917858155 | 0.81422016428369 | 0.407110082141845 |
111 | 0.574099327415108 | 0.851801345169783 | 0.425900672584892 |
112 | 0.601586266574625 | 0.79682746685075 | 0.398413733425375 |
113 | 0.602430283595201 | 0.795139432809599 | 0.397569716404799 |
114 | 0.627805252738909 | 0.744389494522183 | 0.372194747261091 |
115 | 0.598882185535719 | 0.802235628928562 | 0.401117814464281 |
116 | 0.576878433693439 | 0.846243132613123 | 0.423121566306561 |
117 | 0.598584517024093 | 0.802830965951813 | 0.401415482975907 |
118 | 0.56928521482788 | 0.86142957034424 | 0.43071478517212 |
119 | 0.551350025283257 | 0.897299949433485 | 0.448649974716743 |
120 | 0.554411178646073 | 0.891177642707854 | 0.445588821353927 |
121 | 0.580486174416301 | 0.839027651167398 | 0.419513825583699 |
122 | 0.613538816173225 | 0.77292236765355 | 0.386461183826775 |
123 | 0.586996425244602 | 0.826007149510796 | 0.413003574755398 |
124 | 0.554306796691203 | 0.891386406617593 | 0.445693203308797 |
125 | 0.528949546390217 | 0.942100907219566 | 0.471050453609783 |
126 | 0.510139751814805 | 0.97972049637039 | 0.489860248185195 |
127 | 0.481099180383221 | 0.962198360766443 | 0.518900819616779 |
128 | 0.462844491446734 | 0.925688982893468 | 0.537155508553266 |
129 | 0.432224968750877 | 0.864449937501755 | 0.567775031249123 |
130 | 0.399901133851301 | 0.799802267702601 | 0.600098866148699 |
131 | 0.607016616830254 | 0.785966766339493 | 0.392983383169746 |
132 | 0.602933160930626 | 0.794133678138749 | 0.397066839069374 |
133 | 0.587190991205302 | 0.825618017589396 | 0.412809008794698 |
134 | 0.558669874174406 | 0.882660251651188 | 0.441330125825594 |
135 | 0.550438712168201 | 0.899122575663598 | 0.449561287831799 |
136 | 0.517846180833165 | 0.96430763833367 | 0.482153819166835 |
137 | 0.488491251700668 | 0.976982503401337 | 0.511508748299332 |
138 | 0.519691113615377 | 0.960617772769245 | 0.480308886384622 |
139 | 0.50720827681831 | 0.98558344636338 | 0.49279172318169 |
140 | 0.504903366649545 | 0.99019326670091 | 0.495096633350455 |
141 | 0.52764606956297 | 0.94470786087406 | 0.47235393043703 |
142 | 0.551114638051489 | 0.897770723897023 | 0.448885361948511 |
143 | 0.532407433075811 | 0.935185133848377 | 0.467592566924189 |
144 | 0.511459980779699 | 0.977080038440602 | 0.488540019220301 |
145 | 0.479023677248121 | 0.958047354496241 | 0.520976322751879 |
146 | 0.472057977072733 | 0.944115954145466 | 0.527942022927267 |
147 | 0.442520073272042 | 0.885040146544083 | 0.557479926727958 |
148 | 0.472571344702311 | 0.945142689404622 | 0.527428655297689 |
149 | 0.458278621181085 | 0.91655724236217 | 0.541721378818915 |
150 | 0.47909467050521 | 0.95818934101042 | 0.52090532949479 |
151 | 0.515169128013297 | 0.969661743973406 | 0.484830871986703 |
152 | 0.541743542745071 | 0.916512914509859 | 0.458256457254929 |
153 | 0.510486100998608 | 0.979027798002784 | 0.489513899001392 |
154 | 0.480650588910028 | 0.961301177820056 | 0.519349411089972 |
155 | 0.511292169081086 | 0.977415661837828 | 0.488707830918914 |
156 | 0.502703487165224 | 0.994593025669552 | 0.497296512834776 |
157 | 0.487120133908848 | 0.974240267817696 | 0.512879866091152 |
158 | 0.454744403368793 | 0.909488806737587 | 0.545255596631207 |
159 | 0.480330327017455 | 0.96066065403491 | 0.519669672982545 |
160 | 0.459232643438618 | 0.918465286877235 | 0.540767356561382 |
161 | 0.427708431584773 | 0.855416863169546 | 0.572291568415227 |
162 | 0.456569231670162 | 0.913138463340323 | 0.543430768329838 |
163 | 0.440563115564483 | 0.881126231128966 | 0.559436884435517 |
164 | 0.454427733140328 | 0.908855466280656 | 0.545572266859672 |
165 | 0.441329965970214 | 0.882659931940429 | 0.558670034029786 |
166 | 0.465914732675543 | 0.931829465351086 | 0.534085267324457 |
167 | 0.433609982942172 | 0.867219965884343 | 0.566390017057828 |
168 | 0.424525652077143 | 0.849051304154287 | 0.575474347922857 |
169 | 0.406508884818603 | 0.813017769637207 | 0.593491115181397 |
170 | 0.388623717043469 | 0.777247434086938 | 0.611376282956531 |
171 | 0.358384645632524 | 0.716769291265047 | 0.641615354367477 |
172 | 0.328646384834729 | 0.657292769669459 | 0.671353615165271 |
173 | 0.311527248575382 | 0.623054497150763 | 0.688472751424618 |
174 | 0.491826704405774 | 0.983653408811548 | 0.508173295594226 |
175 | 0.475075965216735 | 0.95015193043347 | 0.524924034783265 |
176 | 0.47896244511953 | 0.95792489023906 | 0.52103755488047 |
177 | 0.507090541641975 | 0.98581891671605 | 0.492909458358025 |
178 | 0.474839417866749 | 0.949678835733497 | 0.525160582133251 |
179 | 0.442538918125806 | 0.885077836251613 | 0.557461081874194 |
180 | 0.410374429880646 | 0.820748859761292 | 0.589625570119354 |
181 | 0.378896133011735 | 0.757792266023471 | 0.621103866988264 |
182 | 0.348312225153295 | 0.69662445030659 | 0.651687774846705 |
183 | 0.321010920745195 | 0.642021841490389 | 0.678989079254805 |
184 | 0.296845744907600 | 0.593691489815201 | 0.7031542550924 |
185 | 0.276651215785425 | 0.55330243157085 | 0.723348784214575 |
186 | 0.254353441175914 | 0.508706882351828 | 0.745646558824086 |
187 | 0.230997633560678 | 0.461995267121355 | 0.769002366439323 |
188 | 0.211147964301447 | 0.422295928602895 | 0.788852035698553 |
189 | 0.213615364933455 | 0.427230729866911 | 0.786384635066545 |
190 | 0.212480661314599 | 0.424961322629198 | 0.787519338685401 |
191 | 0.217091374784575 | 0.434182749569151 | 0.782908625215425 |
192 | 0.237505389723619 | 0.475010779447237 | 0.762494610276381 |
193 | 0.215900423538329 | 0.431800847076659 | 0.78409957646167 |
194 | 0.216824802126998 | 0.433649604253995 | 0.783175197873002 |
195 | 0.240063456667168 | 0.480126913334336 | 0.759936543332832 |
196 | 0.215235299174145 | 0.43047059834829 | 0.784764700825855 |
197 | 0.215840178591608 | 0.431680357183216 | 0.784159821408392 |
198 | 0.338249595421151 | 0.676499190842302 | 0.661750404578849 |
199 | 0.311981152112083 | 0.623962304224166 | 0.688018847887917 |
200 | 0.379693529821840 | 0.759387059643679 | 0.62030647017816 |
201 | 0.389417971388288 | 0.778835942776577 | 0.610582028611712 |
202 | 0.366525810843050 | 0.733051621686101 | 0.63347418915695 |
203 | 0.390669592312977 | 0.781339184625955 | 0.609330407687023 |
204 | 0.425136396850281 | 0.850272793700562 | 0.574863603149719 |
205 | 0.410319063521869 | 0.820638127043737 | 0.589680936478131 |
206 | 0.438702699627588 | 0.877405399255175 | 0.561297300372412 |
207 | 0.408236468839799 | 0.816472937679598 | 0.591763531160201 |
208 | 0.381470283858197 | 0.762940567716393 | 0.618529716141803 |
209 | 0.355814126494288 | 0.711628252988576 | 0.644185873505712 |
210 | 0.327071540101394 | 0.654143080202788 | 0.672928459898606 |
211 | 0.296533671024115 | 0.59306734204823 | 0.703466328975885 |
212 | 0.267506773043445 | 0.535013546086889 | 0.732493226956555 |
213 | 0.251511019126073 | 0.503022038252147 | 0.748488980873927 |
214 | 0.239238165135342 | 0.478476330270683 | 0.760761834864658 |
215 | 0.234147058643836 | 0.468294117287672 | 0.765852941356164 |
216 | 0.208316745319915 | 0.416633490639829 | 0.791683254680085 |
217 | 0.190943879591623 | 0.381887759183246 | 0.809056120408377 |
218 | 0.177294636693729 | 0.354589273387457 | 0.822705363306271 |
219 | 0.186673843398325 | 0.373347686796650 | 0.813326156601675 |
220 | 0.202742329941533 | 0.405484659883065 | 0.797257670058467 |
221 | 0.185211419727321 | 0.370422839454643 | 0.814788580272679 |
222 | 0.176742456496647 | 0.353484912993293 | 0.823257543503353 |
223 | 0.154985147721726 | 0.309970295443452 | 0.845014852278274 |
224 | 0.148530557200481 | 0.297061114400963 | 0.851469442799519 |
225 | 0.177319217461679 | 0.354638434923359 | 0.82268078253832 |
226 | 0.322851826369303 | 0.645703652738606 | 0.677148173630697 |
227 | 0.32894892729723 | 0.65789785459446 | 0.67105107270277 |
228 | 0.339891438347289 | 0.679782876694578 | 0.660108561652711 |
229 | 0.3153772612842 | 0.6307545225684 | 0.6846227387158 |
230 | 0.291037433510983 | 0.582074867021965 | 0.708962566489017 |
231 | 0.267652172873784 | 0.535304345747568 | 0.732347827126216 |
232 | 0.247142649108951 | 0.494285298217902 | 0.752857350891049 |
233 | 0.220896414849117 | 0.441792829698235 | 0.779103585150883 |
234 | 0.232669548594527 | 0.465339097189054 | 0.767330451405473 |
235 | 0.271594253756957 | 0.543188507513913 | 0.728405746243043 |
236 | 0.263403277677836 | 0.526806555355672 | 0.736596722322164 |
237 | 0.242775423677846 | 0.485550847355692 | 0.757224576322154 |
238 | 0.314737324626176 | 0.629474649252352 | 0.685262675373824 |
239 | 0.282691966145641 | 0.565383932291282 | 0.717308033854359 |
240 | 0.250945660999867 | 0.501891321999733 | 0.749054339000133 |
241 | 0.242174010847667 | 0.484348021695333 | 0.757825989152333 |
242 | 0.213083630102407 | 0.426167260204815 | 0.786916369897593 |
243 | 0.201341163690415 | 0.402682327380831 | 0.798658836309585 |
244 | 0.176413609721289 | 0.352827219442578 | 0.823586390278711 |
245 | 0.157194295240419 | 0.314388590480838 | 0.842805704759581 |
246 | 0.139517019256179 | 0.279034038512358 | 0.86048298074382 |
247 | 0.147437853994974 | 0.294875707989948 | 0.852562146005026 |
248 | 0.146383638602237 | 0.292767277204474 | 0.853616361397763 |
249 | 0.207351460465715 | 0.41470292093143 | 0.792648539534285 |
250 | 0.180048321293812 | 0.360096642587624 | 0.819951678706188 |
251 | 0.172559004289310 | 0.345118008578620 | 0.82744099571069 |
252 | 0.149151914540629 | 0.298303829081258 | 0.85084808545937 |
253 | 0.158763138040578 | 0.317526276081157 | 0.841236861959422 |
254 | 0.195169034878450 | 0.390338069756900 | 0.80483096512155 |
255 | 0.195671128812777 | 0.391342257625554 | 0.804328871187223 |
256 | 0.182163059452981 | 0.364326118905962 | 0.817836940547019 |
257 | 0.158248747265350 | 0.316497494530700 | 0.84175125273465 |
258 | 0.157708141980140 | 0.315416283960279 | 0.84229185801986 |
259 | 0.300633021119001 | 0.601266042238003 | 0.699366978880999 |
260 | 0.289342862823067 | 0.578685725646134 | 0.710657137176933 |
261 | 0.258785553558405 | 0.517571107116811 | 0.741214446441595 |
262 | 0.224011210038657 | 0.448022420077314 | 0.775988789961343 |
263 | 0.329175463373501 | 0.658350926747002 | 0.670824536626499 |
264 | 0.430827994795946 | 0.86165598959189 | 0.569172005204055 |
265 | 0.385958147371881 | 0.771916294743761 | 0.614041852628119 |
266 | 0.403709481586020 | 0.807418963172041 | 0.59629051841398 |
267 | 0.395352616313208 | 0.790705232626416 | 0.604647383686792 |
268 | 0.42013749527254 | 0.84027499054508 | 0.57986250472746 |
269 | 0.437355430705427 | 0.874710861410853 | 0.562644569294573 |
270 | 0.459447408001671 | 0.918894816003342 | 0.540552591998329 |
271 | 0.415813750566345 | 0.83162750113269 | 0.584186249433655 |
272 | 0.370351503684915 | 0.74070300736983 | 0.629648496315085 |
273 | 0.416480178261444 | 0.832960356522889 | 0.583519821738556 |
274 | 0.370210648611687 | 0.740421297223374 | 0.629789351388313 |
275 | 0.403260718497613 | 0.806521436995227 | 0.596739281502387 |
276 | 0.358862133478333 | 0.717724266956666 | 0.641137866521667 |
277 | 0.410654149109241 | 0.821308298218481 | 0.589345850890759 |
278 | 0.470902967371008 | 0.941805934742015 | 0.529097032628992 |
279 | 0.426036763028383 | 0.852073526056765 | 0.573963236971617 |
280 | 0.375578204191331 | 0.751156408382663 | 0.624421795808669 |
281 | 0.364291140378126 | 0.728582280756253 | 0.635708859621874 |
282 | 0.320097689561454 | 0.640195379122908 | 0.679902310438546 |
283 | 0.287731830082319 | 0.575463660164638 | 0.712268169917681 |
284 | 0.241307673467167 | 0.482615346934334 | 0.758692326532833 |
285 | 0.196994573479166 | 0.393989146958331 | 0.803005426520834 |
286 | 0.178214005747162 | 0.356428011494324 | 0.821785994252838 |
287 | 0.775681495124575 | 0.44863700975085 | 0.224318504875425 |
288 | 0.781915112115254 | 0.436169775769491 | 0.218084887884746 |
289 | 0.784442691279104 | 0.431114617441791 | 0.215557308720896 |
290 | 0.734500264036956 | 0.530999471926087 | 0.265499735963044 |
291 | 0.688101302845652 | 0.623797394308696 | 0.311898697154348 |
292 | 0.616946903271447 | 0.766106193457107 | 0.383053096728553 |
293 | 0.580746655767734 | 0.838506688464532 | 0.419253344232266 |
294 | 0.679495246315541 | 0.641009507368917 | 0.320504753684459 |
295 | 0.687629899858118 | 0.624740200283763 | 0.312370100141882 |
296 | 0.608415044623792 | 0.783169910752417 | 0.391584955376208 |
297 | 0.610832656511974 | 0.778334686976052 | 0.389167343488026 |
298 | 0.527539903005558 | 0.944920193988884 | 0.472460096994442 |
299 | 0.451356260605888 | 0.902712521211776 | 0.548643739394112 |
300 | 0.36525214297778 | 0.73050428595556 | 0.63474785702222 |
301 | 0.267009588057952 | 0.534019176115904 | 0.732990411942048 |
302 | 0.235196324689280 | 0.470392649378559 | 0.76480367531072 |
303 | 0.146313445215414 | 0.292626890430827 | 0.853686554784586 |
304 | 0.0843557529104864 | 0.168711505820973 | 0.915644247089514 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 0 | 0 | OK |
5% type I error level | 0 | 0 | OK |
10% type I error level | 0 | 0 | OK |