Multiple Linear Regression - Estimated Regression Equation |
Popularity[t] = + 11.3072637357884 + 0.102867075172939B[t] -0.12047308800788`2B`[t] + 0.193536916246143`3B`[t] + 0.0624951815495436Month[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 | 0.102867075172939 | 0.21303 | 0.4829 | 0.629528 | 0.314764 |
`2B` | -0.12047308800788 | 0.22302 | -0.5402 | 0.589458 | 0.294729 |
`3B` | 0.193536916246143 | 0.224721 | 0.8612 | 0.389782 | 0.194891 |
Month | 0.0624951815495436 | 0.18697 | 0.3343 | 0.738417 | 0.369209 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.0633220517929962 |
R-squared | 0.00400968224327489 |
Adjusted R-squared | -0.00896739030078675 |
F-TEST (value) | 0.308982031938302 |
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 | 2662.65242345622 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 15 | 12.0754545200802 | 2.92454547991977 |
2 | 12 | 12.2391881893916 | -0.239188189391637 |
3 | 9 | 11.9251781851376 | -2.92517818513761 |
4 | 10 | 11.8697203697343 | -1.86972036973429 |
5 | 13 | 11.8697203697343 | 1.13027963026571 |
6 | 16 | 11.9725874449072 | 4.02741255509277 |
7 | 14 | 11.8697203697343 | 2.13027963026571 |
8 | 16 | 11.8521143568993 | 4.14788564310065 |
9 | 10 | 11.8697203697343 | -1.86972036973429 |
10 | 8 | 12.3314866178759 | -4.33148661787586 |
11 | 12 | 12.0350826264568 | -0.035082626456775 |
12 | 15 | 11.9322155512838 | 3.06778444871616 |
13 | 14 | 11.811742463276 | 2.18825753672404 |
14 | 14 | 12.3016833709412 | 1.69831662905882 |
15 | 12 | 11.9876733666872 | 0.0123266333128423 |
16 | 12 | 11.9322155512838 | 0.0677844487161643 |
17 | 10 | 11.9322155512838 | -1.93221555128384 |
18 | 4 | 11.9322155512838 | -7.93221555128384 |
19 | 14 | 11.811742463276 | 2.18825753672404 |
20 | 15 | 11.9322155512838 | 3.06778444871616 |
21 | 16 | 11.9322155512838 | 4.06778444871616 |
22 | 12 | 11.811742463276 | 0.188257536724044 |
23 | 12 | 11.9322155512838 | 0.0677844487161643 |
24 | 12 | 12.12575246753 | -0.125752467529979 |
25 | 12 | 12.1661243611534 | -0.166124361153374 |
26 | 12 | 11.8697203697343 | 0.130279630265708 |
27 | 11 | 12.1309123354835 | -1.13091233548349 |
28 | 11 | 11.9725874449072 | -0.972587444907232 |
29 | 11 | 11.8521143568994 | -0.852114356899351 |
30 | 11 | 11.8521143568994 | -0.852114356899351 |
31 | 11 | 12.2513854234914 | -1.25138542349137 |
32 | 11 | 11.8697203697343 | -0.869720369734292 |
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 | 0.130279630265708 |
41 | 15 | 12.2567942022266 | 2.74320579777342 |
42 | 5 | 11.8697203697343 | -6.86972036973429 |
43 | 11 | 11.8345083440644 | -0.83450834406441 |
44 | 17 | 11.8345083440644 | 5.16549165593559 |
45 | 9 | 11.9427841979726 | -2.94278419797255 |
46 | 13 | 11.8697203697343 | 1.13027963026571 |
47 | 16 | 11.9322155512838 | 4.06778444871616 |
48 | 16 | 11.9322155512838 | 4.06778444871616 |
49 | 14 | 12.525023534122 | 1.474976465878 |
50 | 16 | 12.0350826264568 | 3.96491737354323 |
51 | 11 | 11.9322155512838 | -0.932215551283836 |
52 | 11 | 11.9322155512838 | -0.932215551283836 |
53 | 11 | 11.9322155512838 | -0.932215551283836 |
54 | 12 | 11.9322155512838 | 0.0677844487161643 |
55 | 12 | 12.108146454695 | -0.108146454695038 |
56 | 12 | 11.9322155512838 | 0.0677844487161643 |
57 | 14 | 11.9322155512838 | 2.06778444871616 |
58 | 10 | 12.1379497016297 | -2.13794970162971 |
59 | 9 | 11.6912693752681 | -2.69126937526808 |
60 | 12 | 12.12575246753 | -0.125752467529979 |
61 | 10 | 11.9322155512838 | -1.93221555128384 |
62 | 14 | 11.9322155512838 | 2.06778444871616 |
63 | 8 | 11.9322155512838 | -3.93221555128383 |
64 | 16 | 12.0350826264568 | 3.96491737354323 |
65 | 14 | 12.0350826264568 | 1.96491737354322 |
66 | 14 | 11.9322155512838 | 2.06778444871616 |
67 | 12 | 11.9322155512838 | 0.0677844487161643 |
68 | 14 | 12.0350826264568 | 1.96491737354322 |
69 | 7 | 12.108146454695 | -5.10814645469504 |
70 | 19 | 11.9322155512838 | 7.06778444871617 |
71 | 15 | 11.9322155512838 | 3.06778444871616 |
72 | 8 | 11.9322155512838 | -3.93221555128383 |
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 | 0.130279630265708 |
78 | 15 | 11.9427841979726 | 3.05721580202745 |
79 | 7 | 11.9725874449072 | -4.97258744490723 |
80 | 14 | 11.8697203697343 | 2.13027963026571 |
81 | 10 | 11.8697203697343 | -1.86972036973429 |
82 | 6 | 11.5083011057107 | -5.50830110571065 |
83 | 11 | 12.0754545200802 | -1.07545452008017 |
84 | 12 | 11.8697203697343 | 0.130279630265708 |
85 | 14 | 12.2567942022266 | 1.74320579777342 |
86 | 12 | 11.8697203697343 | 0.130279630265708 |
87 | 14 | 11.8697203697343 | 2.13027963026571 |
88 | 11 | 11.8345083440644 | -0.83450834406441 |
89 | 10 | 12.1661243611534 | -2.16612436115337 |
90 | 13 | 12.0632572859804 | 0.936742714019565 |
91 | 8 | 11.8697203697343 | -3.86972036973429 |
92 | 9 | 11.8697203697343 | -2.86972036973429 |
93 | 6 | 11.9322155512838 | -5.93221555128383 |
94 | 12 | 12.4221564589491 | -0.422156458949061 |
95 | 14 | 11.9322155512838 | 2.06778444871616 |
96 | 11 | 11.9322155512838 | -0.932215551283836 |
97 | 8 | 12.2286195427029 | -4.22861954270292 |
98 | 7 | 11.9322155512838 | -4.93221555128383 |
99 | 9 | 11.8848062915142 | -2.88480629151422 |
100 | 14 | 12.0174766136218 | 1.98252338637817 |
101 | 13 | 11.9322155512838 | 1.06778444871616 |
102 | 15 | 11.9322155512838 | 3.06778444871616 |
103 | 5 | 11.9322155512838 | -6.93221555128383 |
104 | 15 | 12.1203436887948 | 2.87965631120523 |
105 | 13 | 11.811742463276 | 1.18825753672404 |
106 | 12 | 11.9322155512838 | 0.0677844487161643 |
107 | 6 | 12.0350826264568 | -6.03508262645677 |
108 | 7 | 11.9322155512838 | -4.93221555128383 |
109 | 13 | 11.9322155512838 | 1.06778444871616 |
110 | 16 | 11.9146095384489 | 4.08539046155111 |
111 | 10 | 11.9322155512838 | -1.93221555128384 |
112 | 16 | 11.9322155512838 | 4.06778444871616 |
113 | 15 | 11.9322155512838 | 3.06778444871616 |
114 | 8 | 11.9322155512838 | -3.93221555128383 |
115 | 11 | 11.9322155512838 | -0.932215551283836 |
116 | 13 | 11.7643332035063 | 1.23566679649366 |
117 | 16 | 12.0350826264568 | 3.96491737354323 |
118 | 11 | 11.9322155512838 | -0.932215551283836 |
119 | 14 | 11.9322155512838 | 2.06778444871616 |
120 | 9 | 12.0174766136218 | -3.01747661362183 |
121 | 8 | 11.9322155512838 | -3.93221555128383 |
122 | 8 | 12.2286195427029 | -4.22861954270292 |
123 | 11 | 12.1379497016297 | -1.13794970162971 |
124 | 12 | 11.9322155512838 | 0.0677844487161643 |
125 | 11 | 12.3436838519756 | -1.34368385197559 |
126 | 14 | 12.1988162957682 | 1.80118370423176 |
127 | 11 | 12.0174766136218 | -1.01747661362183 |
128 | 14 | 11.9322155512838 | 2.06778444871616 |
129 | 13 | 12.4045504461141 | 0.59544955388588 |
130 | 12 | 11.9322155512838 | 0.0677844487161643 |
131 | 4 | 11.9322155512838 | -7.93221555128384 |
132 | 15 | 12.211013529868 | 2.78898647013202 |
133 | 10 | 11.9322155512838 | -1.93221555128384 |
134 | 13 | 11.9876733666872 | 1.01232663331284 |
135 | 15 | 12.3016833709412 | 2.69831662905882 |
136 | 12 | 11.9876733666872 | 0.0123266333128423 |
137 | 13 | 11.9322155512838 | 1.06778444871616 |
138 | 8 | 11.9322155512838 | -3.93221555128383 |
139 | 10 | 12.1379497016297 | -2.13794970162971 |
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 | 12.108146454695 | 1.89185354530496 |
145 | 12 | 12.108146454695 | -0.108146454695038 |
146 | 15 | 12.1363211142187 | 2.8636788857813 |
147 | 13 | 12.0456512731455 | 0.954348726854506 |
148 | 16 | 11.9322155512838 | 4.06778444871616 |
149 | 14 | 11.9322155512838 | 2.06778444871616 |
150 | 8 | 11.9322155512838 | -3.93221555128383 |
151 | 16 | 11.811742463276 | 4.18825753672405 |
152 | 16 | 12.108146454695 | 3.89185354530496 |
153 | 12 | 11.9322155512838 | 0.0677844487161643 |
154 | 11 | 11.7643332035063 | -0.764333203506339 |
155 | 16 | 12.108146454695 | 3.89185354530496 |
156 | 9 | 11.9322155512838 | -2.93221555128384 |
157 | 15 | 12.5577154687369 | 2.44228453126313 |
158 | 12 | 12.0975778080063 | -0.0975778080063186 |
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 | 3.6060182005746 |
165 | 10 | 12.1706416362446 | -2.17064163624458 |
166 | 8 | 11.9947107328334 | -3.99471073283338 |
167 | 12 | 12.0799717951714 | -0.0799717951713778 |
168 | 15 | 12.4846516404986 | 2.5153483595014 |
169 | 14 | 12.0975778080063 | 1.90242219199368 |
170 | 14 | 12.0975778080063 | 1.90242219199368 |
171 | 12 | 12.2911147242525 | -0.291114724252461 |
172 | 12 | 11.9473014730638 | 0.0526985269362379 |
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 | -0.200444883179258 |
179 | 12 | 11.9947107328334 | 0.00528926716662068 |
180 | 12 | 11.8742376448255 | 0.125762355174501 |
181 | 12 | 11.7537645568176 | 0.246235443182381 |
182 | 12 | 12.0975778080063 | -0.0975778080063186 |
183 | 11 | 11.9771047199984 | -0.977104719998439 |
184 | 11 | 12.3033119583522 | -1.3033119583522 |
185 | 11 | 12.4548483935639 | -1.45484839356393 |
186 | 11 | 12.2613114773178 | -1.26131147731779 |
187 | 11 | 12.0975778080063 | -1.09757780800632 |
188 | 11 | 12.3939817994254 | -1.3939817994254 |
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 | 0.811752350920478 |
194 | 9 | 11.9594987071635 | -2.9594987071635 |
195 | 16 | 11.8566316319906 | 4.14336836800944 |
196 | 12 | 12.0975778080063 | -0.0975778080063186 |
197 | 15 | 12.0799717951714 | 2.92002820482862 |
198 | 5 | 11.6332914688097 | -6.63329146880974 |
199 | 11 | 11.8566316319906 | -0.856631631990559 |
200 | 17 | 12.2004448831793 | 4.79955511682074 |
201 | 9 | 11.9473014730638 | -2.94730147306376 |
202 | 13 | 12.2004448831793 | 0.799555116820742 |
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 | -1.26131147731779 |
209 | 11 | 12.0501685482367 | -1.0501685482367 |
210 | 12 | 12.0975778080063 | -0.0975778080063186 |
211 | 12 | 12.1706416362446 | -0.170641636244581 |
212 | 12 | 11.9771047199984 | 0.0228952800015615 |
213 | 14 | 12.1706416362446 | 1.82935836375542 |
214 | 10 | 12.4846516404986 | -2.4846516404986 |
215 | 9 | 11.8742376448255 | -2.8742376448255 |
216 | 12 | 11.8742376448255 | 0.125762355174501 |
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 | 0.125762355174501 |
224 | 14 | 11.8742376448255 | 2.1257623551745 |
225 | 7 | 11.8742376448255 | -4.8742376448255 |
226 | 19 | 12.0799717951714 | 6.92002820482862 |
227 | 15 | 12.3817845653257 | 2.61821543467433 |
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 | -0.0975778080063186 |
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 | -0.977104719998439 |
240 | 12 | 11.9594987071635 | 0.0405012928365023 |
241 | 14 | 12.1828388703443 | 1.81716112965568 |
242 | 12 | 11.8566316319906 | 0.143368368009442 |
243 | 14 | 12.2613114773178 | 1.73868852268221 |
244 | 11 | 12.2735087114175 | -1.27350871141752 |
245 | 10 | 12.0975778080063 | -2.09757780800632 |
246 | 13 | 12.2613114773178 | 0.738688522682215 |
247 | 8 | 12.1882476490795 | -4.18824764907952 |
248 | 9 | 12.9745925481638 | -3.97459254816383 |
249 | 6 | 11.9771047199984 | -5.97710471999844 |
250 | 12 | 12.0975778080063 | -0.0975778080063186 |
251 | 14 | 11.9947107328334 | 2.00528926716662 |
252 | 11 | 11.9594987071635 | -0.959498707163498 |
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 | 1.1257623551745 |
262 | 12 | 12.1882476490795 | -0.188247649079522 |
263 | 6 | 12.0975778080063 | -6.09757780800632 |
264 | 7 | 12.0975778080063 | -5.09757780800632 |
265 | 13 | 12.3033119583522 | 0.696688041647803 |
266 | 16 | 12.2004448831793 | 3.79955511682074 |
267 | 10 | 11.8742376448255 | -1.8742376448255 |
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 | -3.38178456532567 |
277 | 8 | 11.936732826375 | -3.93673282637504 |
278 | 8 | 12.2629400647288 | -4.2629400647288 |
279 | 11 | 11.7986537255322 | -0.798653725532222 |
280 | 12 | 11.8162597383672 | 0.183740261632837 |
281 | 11 | 12.1424669767209 | -1.14246697672092 |
282 | 14 | 12.1600729895559 | 1.83992701044414 |
283 | 11 | 12.1600729895559 | -1.16007298955586 |
284 | 14 | 12.039599901548 | 1.96040009845202 |
285 | 13 | 12.2507428306291 | 0.749257169370934 |
286 | 12 | 12.039599901548 | -0.039599901547982 |
287 | 4 | 12.1600729895559 | -8.16007298955586 |
288 | 15 | 12.0572059143829 | 2.94279408561708 |
289 | 10 | 12.2507428306291 | -2.25074283062907 |
290 | 13 | 12.0572059143829 | 0.942794085617077 |
291 | 15 | 12.4442797468752 | 2.55572025312479 |
292 | 12 | 12.0572059143829 | -0.0572059143829229 |
293 | 13 | 12.1600729895559 | 0.839927010444138 |
294 | 8 | 12.0572059143829 | -4.05720591438292 |
295 | 10 | 12.2507428306291 | -2.25074283062907 |
296 | 15 | 12.1600729895559 | 2.83992701044414 |
297 | 16 | 11.936732826375 | 4.06326717362496 |
298 | 16 | 12.1600729895559 | 3.83992701044414 |
299 | 14 | 12.0572059143829 | 1.94279408561708 |
300 | 14 | 12.1600729895559 | 1.83992701044414 |
301 | 12 | 12.0572059143829 | -0.0572059143829229 |
302 | 15 | 12.0572059143829 | 2.94279408561708 |
303 | 13 | 12.2507428306291 | 0.749257169370934 |
304 | 16 | 12.1600729895559 | 3.83992701044414 |
305 | 14 | 12.2507428306291 | 1.74925716937093 |
306 | 8 | 12.0572059143829 | -4.05720591438292 |
307 | 16 | 12.0572059143829 | 3.94279408561708 |
308 | 16 | 12.353609905802 | 3.646390094198 |
309 | 12 | 11.936732826375 | 0.0632671736249572 |
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 | 0.937923270497587 | 0.468961635248794 |
10 | 0.388384951606898 | 0.776769903213796 | 0.611615048393102 |
11 | 0.420485707209834 | 0.840971414419669 | 0.579514292790166 |
12 | 0.590804314812756 | 0.818391370374489 | 0.409195685187245 |
13 | 0.513622399033511 | 0.972755201932978 | 0.486377600966489 |
14 | 0.586305998994953 | 0.827388002010095 | 0.413694001005047 |
15 | 0.49337995470978 | 0.98675990941956 | 0.50662004529022 |
16 | 0.410388011946511 | 0.820776023893022 | 0.589611988053489 |
17 | 0.389027172705439 | 0.778054345410878 | 0.610972827294561 |
18 | 0.789157601676904 | 0.421684796646193 | 0.210842398323096 |
19 | 0.758239703889275 | 0.483520592221449 | 0.241760296110725 |
20 | 0.773359246768608 | 0.453281506462784 | 0.226640753231392 |
21 | 0.807809394798212 | 0.384381210403575 | 0.192190605201788 |
22 | 0.758624571741721 | 0.482750856516557 | 0.241375428258278 |
23 | 0.701841425360833 | 0.596317149278334 | 0.298158574639167 |
24 | 0.64602115790423 | 0.70795768419154 | 0.35397884209577 |
25 | 0.582475870142428 | 0.835048259715144 | 0.417524129857572 |
26 | 0.520732102839023 | 0.958535794321955 | 0.479267897160977 |
27 | 0.48069177361202 | 0.96138354722404 | 0.51930822638798 |
28 | 0.436212112571411 | 0.872424225142822 | 0.563787887428589 |
29 | 0.394489582543339 | 0.788979165086678 | 0.605510417456661 |
30 | 0.350647941162227 | 0.701295882324454 | 0.649352058837773 |
31 | 0.299018088276581 | 0.598036176553162 | 0.700981911723419 |
32 | 0.259798871309874 | 0.519597742619748 | 0.740201128690126 |
33 | 0.252667572156336 | 0.505335144312672 | 0.747332427843664 |
34 | 0.240153614630444 | 0.480307229260888 | 0.759846385369556 |
35 | 0.265103317960516 | 0.530206635921031 | 0.734896682039484 |
36 | 0.287558885008713 | 0.575117770017426 | 0.712441114991287 |
37 | 0.244844422595438 | 0.489688845190875 | 0.755155577404562 |
38 | 0.257098225016283 | 0.514196450032566 | 0.742901774983717 |
39 | 0.275005611129293 | 0.550011222258586 | 0.724994388870707 |
40 | 0.235696496525663 | 0.471392993051325 | 0.764303503474337 |
41 | 0.223935639242713 | 0.447871278485426 | 0.776064360757287 |
42 | 0.491609144938368 | 0.983218289876735 | 0.508390855061632 |
43 | 0.44357563205426 | 0.88715126410852 | 0.55642436794574 |
44 | 0.538028234038815 | 0.923943531922371 | 0.461971765961185 |
45 | 0.553345383833949 | 0.893309232332102 | 0.446654616166051 |
46 | 0.508879815866084 | 0.982240368267832 | 0.491120184133916 |
47 | 0.536651201523718 | 0.926697596952564 | 0.463348798476282 |
48 | 0.556088021586859 | 0.887823956826281 | 0.443911978413141 |
49 | 0.531720221649447 | 0.936559556701105 | 0.468279778350553 |
50 | 0.544033150233877 | 0.911933699532245 | 0.455966849766123 |
51 | 0.514694316735598 | 0.970611366528804 | 0.485305683264402 |
52 | 0.483800247410934 | 0.967600494821868 | 0.516199752589066 |
53 | 0.4518173109747 | 0.9036346219494 | 0.5481826890253 |
54 | 0.409583191754581 | 0.819166383509163 | 0.590416808245419 |
55 | 0.367624803718745 | 0.73524960743749 | 0.632375196281255 |
56 | 0.328169297291552 | 0.656338594583104 | 0.671830702708448 |
57 | 0.300482540921756 | 0.600965081843512 | 0.699517459078244 |
58 | 0.288788964062149 | 0.577577928124299 | 0.711211035937851 |
59 | 0.296099679355358 | 0.592199358710716 | 0.703900320644642 |
60 | 0.260531531706089 | 0.521063063412177 | 0.739468468293911 |
61 | 0.247634279501497 | 0.495268559002993 | 0.752365720498503 |
62 | 0.226839207880335 | 0.45367841576067 | 0.773160792119665 |
63 | 0.264279708077681 | 0.528559416155363 | 0.735720291922319 |
64 | 0.287075987908224 | 0.574151975816449 | 0.712924012091776 |
65 | 0.263350791622963 | 0.526701583245925 | 0.736649208377037 |
66 | 0.242082505245302 | 0.484165010490603 | 0.757917494754698 |
67 | 0.211711624058597 | 0.423423248117195 | 0.788288375941403 |
68 | 0.191407523408603 | 0.382815046817207 | 0.808592476591397 |
69 | 0.252779586069447 | 0.505559172138893 | 0.747220413930553 |
70 | 0.405836274790807 | 0.811672549581614 | 0.594163725209193 |
71 | 0.398275400234018 | 0.796550800468037 | 0.601724599765982 |
72 | 0.446474842903149 | 0.892949685806298 | 0.553525157096851 |
73 | 0.432001943593905 | 0.86400388718781 | 0.567998056406095 |
74 | 0.396774375794003 | 0.793548751588006 | 0.603225624205997 |
75 | 0.363283533815316 | 0.726567067630632 | 0.636716466184684 |
76 | 0.348178983761344 | 0.696357967522689 | 0.651821016238656 |
77 | 0.313974397278588 | 0.627948794557176 | 0.686025602721412 |
78 | 0.321792683707955 | 0.64358536741591 | 0.678207316292045 |
79 | 0.397794696789335 | 0.79558939357867 | 0.602205303210665 |
80 | 0.377783208869067 | 0.755566417738133 | 0.622216791130933 |
81 | 0.360443157618504 | 0.720886315237007 | 0.639556842381496 |
82 | 0.427226808132905 | 0.85445361626581 | 0.572773191867095 |
83 | 0.39776080379133 | 0.79552160758266 | 0.60223919620867 |
84 | 0.362610267264286 | 0.725220534528572 | 0.637389732735714 |
85 | 0.338570240529456 | 0.677140481058912 | 0.661429759470544 |
86 | 0.305814792475219 | 0.611629584950438 | 0.694185207524781 |
87 | 0.289438039792287 | 0.578876079584575 | 0.710561960207713 |
88 | 0.259245852762858 | 0.518491705525717 | 0.740754147237142 |
89 | 0.248307423924198 | 0.496614847848396 | 0.751692576075802 |
90 | 0.222798007143488 | 0.445596014286976 | 0.777201992856512 |
91 | 0.247007077807955 | 0.49401415561591 | 0.752992922192045 |
92 | 0.24693843775082 | 0.493876875501641 | 0.75306156224918 |
93 | 0.354711048704805 | 0.70942209740961 | 0.645288951295195 |
94 | 0.323761225692834 | 0.647522451385668 | 0.676238774307166 |
95 | 0.305119301702116 | 0.610238603404232 | 0.694880698297884 |
96 | 0.279066690703238 | 0.558133381406475 | 0.720933309296762 |
97 | 0.316720070808662 | 0.633440141617325 | 0.683279929191338 |
98 | 0.380205188817949 | 0.760410377635899 | 0.619794811182051 |
99 | 0.369541851510406 | 0.739083703020812 | 0.630458148489594 |
100 | 0.353432844767321 | 0.706865689534642 | 0.646567155232679 |
101 | 0.324764357240197 | 0.649528714480394 | 0.675235642759803 |
102 | 0.325269995352658 | 0.650539990705317 | 0.674730004647342 |
103 | 0.481142400013458 | 0.962284800026917 | 0.518857599986542 |
104 | 0.476363461658268 | 0.952726923316537 | 0.523636538341732 |
105 | 0.449390968028494 | 0.89878193605699 | 0.550609031971505 |
106 | 0.41530034100278 | 0.83060068200556 | 0.58469965899722 |
107 | 0.530618874886353 | 0.938762250227294 | 0.469381125113647 |
108 | 0.590772944141367 | 0.818454111717266 | 0.409227055858633 |
109 | 0.561391798175919 | 0.877216403648162 | 0.438608201824081 |
110 | 0.592889917858156 | 0.814220164283688 | 0.407110082141844 |
111 | 0.574099327415106 | 0.851801345169787 | 0.425900672584894 |
112 | 0.601586266574622 | 0.796827466850756 | 0.398413733425378 |
113 | 0.602430283595203 | 0.795139432809594 | 0.397569716404797 |
114 | 0.627805252738908 | 0.744389494522184 | 0.372194747261092 |
115 | 0.598882185535719 | 0.802235628928562 | 0.401117814464281 |
116 | 0.57687843369344 | 0.846243132613121 | 0.42312156630656 |
117 | 0.598584517024093 | 0.802830965951813 | 0.401415482975907 |
118 | 0.569285214827881 | 0.861429570344237 | 0.430714785172119 |
119 | 0.551350025283258 | 0.897299949433484 | 0.448649974716742 |
120 | 0.554411178646074 | 0.891177642707853 | 0.445588821353926 |
121 | 0.580486174416302 | 0.839027651167397 | 0.419513825583698 |
122 | 0.613538816173224 | 0.772922367653552 | 0.386461183826776 |
123 | 0.586996425244606 | 0.826007149510787 | 0.413003574755394 |
124 | 0.554306796691204 | 0.891386406617592 | 0.445693203308796 |
125 | 0.52894954639021 | 0.94210090721958 | 0.47105045360979 |
126 | 0.510139751814806 | 0.979720496370388 | 0.489860248185194 |
127 | 0.481099180383221 | 0.962198360766442 | 0.518900819616779 |
128 | 0.462844491446735 | 0.92568898289347 | 0.537155508553265 |
129 | 0.43222496875088 | 0.86444993750176 | 0.56777503124912 |
130 | 0.399901133851295 | 0.79980226770259 | 0.600098866148705 |
131 | 0.607016616830253 | 0.785966766339493 | 0.392983383169747 |
132 | 0.602933160930625 | 0.794133678138751 | 0.397066839069375 |
133 | 0.587190991205301 | 0.825618017589398 | 0.412809008794699 |
134 | 0.558669874174405 | 0.882660251651191 | 0.441330125825595 |
135 | 0.550438712168202 | 0.899122575663596 | 0.449561287831798 |
136 | 0.517846180833164 | 0.964307638333672 | 0.482153819166836 |
137 | 0.48849125170067 | 0.97698250340134 | 0.51150874829933 |
138 | 0.519691113615377 | 0.960617772769246 | 0.480308886384623 |
139 | 0.507208276818306 | 0.985583446363387 | 0.492791723181694 |
140 | 0.504903366649545 | 0.99019326670091 | 0.495096633350455 |
141 | 0.527646069562969 | 0.944707860874062 | 0.472353930437031 |
142 | 0.551114638051489 | 0.897770723897023 | 0.448885361948511 |
143 | 0.532407433075812 | 0.935185133848375 | 0.467592566924188 |
144 | 0.5114599807797 | 0.9770800384406 | 0.4885400192203 |
145 | 0.479023677248124 | 0.958047354496247 | 0.520976322751876 |
146 | 0.472057977072733 | 0.944115954145466 | 0.527942022927267 |
147 | 0.44252007327204 | 0.88504014654408 | 0.55747992672796 |
148 | 0.472571344702313 | 0.945142689404626 | 0.527428655297687 |
149 | 0.458278621181084 | 0.916557242362169 | 0.541721378818916 |
150 | 0.479094670505214 | 0.958189341010428 | 0.520905329494786 |
151 | 0.515169128013297 | 0.969661743973406 | 0.484830871986703 |
152 | 0.541743542745073 | 0.916512914509853 | 0.458256457254927 |
153 | 0.510486100998608 | 0.979027798002785 | 0.489513899001392 |
154 | 0.480650588910029 | 0.961301177820057 | 0.519349411089971 |
155 | 0.511292169081088 | 0.977415661837824 | 0.488707830918912 |
156 | 0.502703487165225 | 0.99459302566955 | 0.497296512834775 |
157 | 0.487120133908848 | 0.974240267817695 | 0.512879866091152 |
158 | 0.454744403368794 | 0.909488806737589 | 0.545255596631206 |
159 | 0.480330327017454 | 0.960660654034908 | 0.519669672982546 |
160 | 0.459232643438618 | 0.918465286877237 | 0.540767356561382 |
161 | 0.42770843158477 | 0.855416863169539 | 0.57229156841523 |
162 | 0.456569231670158 | 0.913138463340317 | 0.543430768329841 |
163 | 0.440563115564484 | 0.881126231128967 | 0.559436884435517 |
164 | 0.454427733140325 | 0.90885546628065 | 0.545572266859675 |
165 | 0.441329965970217 | 0.882659931940435 | 0.558670034029783 |
166 | 0.465914732675543 | 0.931829465351086 | 0.534085267324457 |
167 | 0.43360998294217 | 0.86721996588434 | 0.56639001705783 |
168 | 0.424525652077141 | 0.849051304154282 | 0.575474347922859 |
169 | 0.406508884818604 | 0.813017769637209 | 0.593491115181396 |
170 | 0.388623717043469 | 0.777247434086939 | 0.61137628295653 |
171 | 0.358384645632523 | 0.716769291265047 | 0.641615354367477 |
172 | 0.32864638483473 | 0.65729276966946 | 0.67135361516527 |
173 | 0.311527248575382 | 0.623054497150764 | 0.688472751424618 |
174 | 0.491826704405775 | 0.98365340881155 | 0.508173295594225 |
175 | 0.475075965216734 | 0.950151930433467 | 0.524924034783266 |
176 | 0.478962445119532 | 0.957924890239065 | 0.521037554880468 |
177 | 0.507090541641974 | 0.98581891671605 | 0.492909458358026 |
178 | 0.474839417866747 | 0.949678835733493 | 0.525160582133253 |
179 | 0.442538918125806 | 0.885077836251612 | 0.557461081874194 |
180 | 0.410374429880647 | 0.820748859761295 | 0.589625570119353 |
181 | 0.378896133011736 | 0.757792266023472 | 0.621103866988264 |
182 | 0.348312225153293 | 0.696624450306585 | 0.651687774846707 |
183 | 0.321010920745195 | 0.642021841490391 | 0.678989079254805 |
184 | 0.296845744907599 | 0.593691489815197 | 0.703154255092401 |
185 | 0.276651215785424 | 0.553302431570849 | 0.723348784214576 |
186 | 0.254353441175915 | 0.50870688235183 | 0.745646558824085 |
187 | 0.230997633560678 | 0.461995267121356 | 0.769002366439322 |
188 | 0.211147964301448 | 0.422295928602897 | 0.788852035698552 |
189 | 0.213615364933455 | 0.427230729866909 | 0.786384635066545 |
190 | 0.212480661314598 | 0.424961322629195 | 0.787519338685402 |
191 | 0.217091374784577 | 0.434182749569153 | 0.782908625215423 |
192 | 0.237505389723618 | 0.475010779447236 | 0.762494610276382 |
193 | 0.21590042353833 | 0.43180084707666 | 0.78409957646167 |
194 | 0.216824802126994 | 0.433649604253988 | 0.783175197873006 |
195 | 0.240063456667167 | 0.480126913334334 | 0.759936543332833 |
196 | 0.215235299174143 | 0.430470598348285 | 0.784764700825857 |
197 | 0.215840178591609 | 0.431680357183219 | 0.784159821408391 |
198 | 0.33824959542115 | 0.6764991908423 | 0.66175040457885 |
199 | 0.311981152112083 | 0.623962304224166 | 0.688018847887917 |
200 | 0.379693529821838 | 0.759387059643676 | 0.620306470178162 |
201 | 0.389417971388293 | 0.778835942776585 | 0.610582028611707 |
202 | 0.36652581084305 | 0.733051621686101 | 0.63347418915695 |
203 | 0.390669592312979 | 0.781339184625958 | 0.609330407687021 |
204 | 0.425136396850285 | 0.850272793700569 | 0.574863603149715 |
205 | 0.410319063521866 | 0.820638127043732 | 0.589680936478134 |
206 | 0.438702699627587 | 0.877405399255173 | 0.561297300372414 |
207 | 0.408236468839799 | 0.816472937679598 | 0.591763531160201 |
208 | 0.381470283858196 | 0.762940567716391 | 0.618529716141804 |
209 | 0.355814126494291 | 0.711628252988581 | 0.64418587350571 |
210 | 0.327071540101397 | 0.654143080202795 | 0.672928459898603 |
211 | 0.296533671024116 | 0.593067342048231 | 0.703466328975884 |
212 | 0.267506773043444 | 0.535013546086887 | 0.732493226956556 |
213 | 0.251511019126074 | 0.503022038252148 | 0.748488980873926 |
214 | 0.239238165135342 | 0.478476330270684 | 0.760761834864658 |
215 | 0.234147058643835 | 0.46829411728767 | 0.765852941356165 |
216 | 0.208316745319914 | 0.416633490639829 | 0.791683254680086 |
217 | 0.190943879591623 | 0.381887759183247 | 0.809056120408377 |
218 | 0.177294636693728 | 0.354589273387457 | 0.822705363306272 |
219 | 0.186673843398326 | 0.373347686796651 | 0.813326156601674 |
220 | 0.202742329941533 | 0.405484659883065 | 0.797257670058467 |
221 | 0.185211419727319 | 0.370422839454637 | 0.814788580272681 |
222 | 0.176742456496647 | 0.353484912993293 | 0.823257543503353 |
223 | 0.154985147721728 | 0.309970295443456 | 0.845014852278272 |
224 | 0.148530557200481 | 0.297061114400963 | 0.851469442799519 |
225 | 0.17731921746168 | 0.354638434923359 | 0.82268078253832 |
226 | 0.322851826369301 | 0.645703652738602 | 0.677148173630699 |
227 | 0.328948927297227 | 0.657897854594454 | 0.671051072702773 |
228 | 0.339891438347286 | 0.679782876694573 | 0.660108561652714 |
229 | 0.315377261284198 | 0.630754522568396 | 0.684622738715802 |
230 | 0.291037433510985 | 0.58207486702197 | 0.708962566489015 |
231 | 0.267652172873782 | 0.535304345747564 | 0.732347827126218 |
232 | 0.247142649108948 | 0.494285298217897 | 0.752857350891052 |
233 | 0.220896414849121 | 0.441792829698242 | 0.779103585150879 |
234 | 0.232669548594522 | 0.465339097189045 | 0.767330451405478 |
235 | 0.271594253756954 | 0.543188507513908 | 0.728405746243046 |
236 | 0.263403277677836 | 0.526806555355672 | 0.736596722322164 |
237 | 0.24277542367785 | 0.485550847355701 | 0.75722457632215 |
238 | 0.314737324626172 | 0.629474649252344 | 0.685262675373828 |
239 | 0.282691966145643 | 0.565383932291285 | 0.717308033854357 |
240 | 0.250945660999869 | 0.501891321999738 | 0.749054339000131 |
241 | 0.242174010847664 | 0.484348021695327 | 0.757825989152336 |
242 | 0.21308363010241 | 0.426167260204819 | 0.78691636989759 |
243 | 0.201341163690417 | 0.402682327380834 | 0.798658836309583 |
244 | 0.176413609721287 | 0.352827219442573 | 0.823586390278713 |
245 | 0.157194295240421 | 0.314388590480841 | 0.84280570475958 |
246 | 0.139517019256182 | 0.279034038512365 | 0.860482980743818 |
247 | 0.147437853994976 | 0.294875707989952 | 0.852562146005024 |
248 | 0.146383638602237 | 0.292767277204475 | 0.853616361397763 |
249 | 0.207351460465717 | 0.414702920931434 | 0.792648539534283 |
250 | 0.18004832129381 | 0.360096642587621 | 0.81995167870619 |
251 | 0.17255900428931 | 0.345118008578619 | 0.82744099571069 |
252 | 0.149151914540628 | 0.298303829081256 | 0.850848085459372 |
253 | 0.158763138040577 | 0.317526276081154 | 0.841236861959423 |
254 | 0.19516903487845 | 0.390338069756899 | 0.80483096512155 |
255 | 0.195671128812777 | 0.391342257625554 | 0.804328871187223 |
256 | 0.18216305945298 | 0.36432611890596 | 0.81783694054702 |
257 | 0.15824874726535 | 0.316497494530701 | 0.84175125273465 |
258 | 0.157708141980139 | 0.315416283960277 | 0.842291858019861 |
259 | 0.300633021119003 | 0.601266042238007 | 0.699366978880997 |
260 | 0.289342862823067 | 0.578685725646134 | 0.710657137176933 |
261 | 0.258785553558406 | 0.517571107116812 | 0.741214446441594 |
262 | 0.224011210038655 | 0.448022420077311 | 0.775988789961345 |
263 | 0.329175463373503 | 0.658350926747006 | 0.670824536626497 |
264 | 0.430827994795943 | 0.861655989591885 | 0.569172005204057 |
265 | 0.385958147371879 | 0.771916294743757 | 0.614041852628121 |
266 | 0.403709481586017 | 0.807418963172034 | 0.596290518413983 |
267 | 0.395352616313207 | 0.790705232626413 | 0.604647383686793 |
268 | 0.42013749527254 | 0.84027499054508 | 0.57986250472746 |
269 | 0.437355430705427 | 0.874710861410854 | 0.562644569294573 |
270 | 0.459447408001674 | 0.918894816003348 | 0.540552591998326 |
271 | 0.415813750566346 | 0.831627501132692 | 0.584186249433654 |
272 | 0.370351503684918 | 0.740703007369835 | 0.629648496315082 |
273 | 0.416480178261443 | 0.832960356522885 | 0.583519821738558 |
274 | 0.370210648611686 | 0.740421297223372 | 0.629789351388314 |
275 | 0.403260718497613 | 0.806521436995226 | 0.596739281502387 |
276 | 0.358862133478335 | 0.717724266956671 | 0.641137866521664 |
277 | 0.41065414910924 | 0.82130829821848 | 0.58934585089076 |
278 | 0.470902967371008 | 0.941805934742016 | 0.529097032628992 |
279 | 0.426036763028382 | 0.852073526056763 | 0.573963236971618 |
280 | 0.375578204191334 | 0.751156408382668 | 0.624421795808666 |
281 | 0.364291140378126 | 0.728582280756252 | 0.635708859621874 |
282 | 0.320097689561454 | 0.640195379122908 | 0.679902310438546 |
283 | 0.287731830082318 | 0.575463660164635 | 0.712268169917682 |
284 | 0.241307673467167 | 0.482615346934335 | 0.758692326532832 |
285 | 0.196994573479165 | 0.393989146958329 | 0.803005426520836 |
286 | 0.178214005747161 | 0.356428011494322 | 0.821785994252839 |
287 | 0.775681495124575 | 0.448637009750851 | 0.224318504875425 |
288 | 0.781915112115255 | 0.43616977576949 | 0.218084887884745 |
289 | 0.784442691279104 | 0.431114617441791 | 0.215557308720895 |
290 | 0.734500264036957 | 0.530999471926086 | 0.265499735963043 |
291 | 0.688101302845654 | 0.623797394308693 | 0.311898697154346 |
292 | 0.616946903271448 | 0.766106193457104 | 0.383053096728552 |
293 | 0.580746655767736 | 0.838506688464528 | 0.419253344232264 |
294 | 0.679495246315543 | 0.641009507368913 | 0.320504753684457 |
295 | 0.687629899858119 | 0.624740200283763 | 0.312370100141881 |
296 | 0.608415044623794 | 0.783169910752413 | 0.391584955376206 |
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 | 0.534019176115905 | 0.732990411942048 |
302 | 0.23519632468928 | 0.47039264937856 | 0.76480367531072 |
303 | 0.146313445215414 | 0.292626890430827 | 0.853686554784586 |
304 | 0.0843557529104866 | 0.168711505820973 | 0.915644247089513 |
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 |