Multiple Linear Regression - Estimated Regression Equation |
Happiness[t] = + 14.6535 -0.376277Depression[t] + 0.0142012Connected[t] + 0.0102798Separate[t] + 0.11286Learning[t] -0.00764117Software[t] + 0.0230057Sport1[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) | 14.6535 | 1.83185 | 7.999 | 4.29315e-14 | 2.14657e-14 |
Depression | -0.376277 | 0.0388242 | -9.692 | 3.92391e-19 | 1.96196e-19 |
Connected | 0.0142012 | 0.0372184 | 0.3816 | 0.7031 | 0.35155 |
Separate | 0.0102798 | 0.0382584 | 0.2687 | 0.788381 | 0.394191 |
Learning | 0.11286 | 0.0665207 | 1.697 | 0.0909796 | 0.0454898 |
Software | -0.00764117 | 0.0687789 | -0.1111 | 0.911626 | 0.455813 |
Sport1 | 0.0230057 | 0.0127503 | 1.804 | 0.0723503 | 0.0361751 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.6025 |
R-squared | 0.363006 |
Adjusted R-squared | 0.348135 |
F-TEST (value) | 24.4096 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 257 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.01736 |
Sum Squared Residuals | 1045.92 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 14 | 13.7058 | 0.294153 |
2 | 18 | 15.0284 | 2.97156 |
3 | 11 | 13.7196 | -2.71955 |
4 | 12 | 14.1061 | -2.10608 |
5 | 16 | 10.844 | 5.15598 |
6 | 18 | 14.1185 | 3.88145 |
7 | 14 | 10.5199 | 3.48012 |
8 | 14 | 14.7937 | -0.793748 |
9 | 15 | 14.9525 | 0.0474647 |
10 | 15 | 14.0505 | 0.949459 |
11 | 17 | 15.2958 | 1.70415 |
12 | 19 | 15.4604 | 3.53959 |
13 | 10 | 13.1642 | -3.16424 |
14 | 16 | 13.2941 | 2.70588 |
15 | 18 | 15.5452 | 2.45478 |
16 | 14 | 13.1148 | 0.885167 |
17 | 14 | 13.5677 | 0.432262 |
18 | 17 | 15.6347 | 1.36526 |
19 | 14 | 15.255 | -1.255 |
20 | 16 | 13.5707 | 2.42932 |
21 | 18 | 15.1126 | 2.88737 |
22 | 11 | 13.423 | -2.42299 |
23 | 14 | 14.37 | -0.36997 |
24 | 12 | 13.322 | -1.32201 |
25 | 17 | 15.2027 | 1.79733 |
26 | 9 | 15.838 | -6.83795 |
27 | 16 | 14.8633 | 1.13673 |
28 | 14 | 13.0317 | 0.968342 |
29 | 15 | 13.702 | 1.29799 |
30 | 11 | 13.629 | -2.62899 |
31 | 16 | 15.4676 | 0.532419 |
32 | 13 | 12.2572 | 0.742768 |
33 | 17 | 14.8719 | 2.12812 |
34 | 15 | 15.0242 | -0.0241935 |
35 | 14 | 13.7439 | 0.256096 |
36 | 16 | 15.1455 | 0.854528 |
37 | 9 | 10.3677 | -1.36766 |
38 | 15 | 14.1104 | 0.889595 |
39 | 17 | 15.099 | 1.90098 |
40 | 13 | 15.0437 | -2.04375 |
41 | 15 | 15.5532 | -0.553176 |
42 | 16 | 13.4215 | 2.57853 |
43 | 16 | 15.8968 | 0.103225 |
44 | 12 | 12.9218 | -0.921825 |
45 | 15 | 14.433 | 0.567044 |
46 | 11 | 13.3613 | -2.36129 |
47 | 15 | 15.1836 | -0.183641 |
48 | 15 | 14.6669 | 0.333117 |
49 | 17 | 13.3354 | 3.66465 |
50 | 13 | 14.5968 | -1.59683 |
51 | 16 | 15.091 | 0.909003 |
52 | 14 | 13.1935 | 0.806532 |
53 | 11 | 11.3862 | -0.386175 |
54 | 12 | 13.3919 | -1.39188 |
55 | 12 | 13.7247 | -1.72474 |
56 | 15 | 13.3654 | 1.63465 |
57 | 16 | 14.0817 | 1.91825 |
58 | 15 | 15.2838 | -0.283804 |
59 | 12 | 15.0745 | -3.07451 |
60 | 12 | 13.1957 | -1.19565 |
61 | 8 | 10.362 | -2.36197 |
62 | 13 | 14.5128 | -1.51284 |
63 | 11 | 14.5201 | -3.52005 |
64 | 14 | 12.8779 | 1.12206 |
65 | 15 | 13.5198 | 1.48021 |
66 | 10 | 15.0516 | -5.05159 |
67 | 11 | 12.5707 | -1.57071 |
68 | 12 | 14.4686 | -2.46861 |
69 | 15 | 13.4389 | 1.56108 |
70 | 15 | 13.5645 | 1.43552 |
71 | 14 | 13.2805 | 0.719528 |
72 | 16 | 12.5785 | 3.42149 |
73 | 15 | 14.4336 | 0.566379 |
74 | 15 | 15.3637 | -0.363746 |
75 | 13 | 14.9214 | -1.9214 |
76 | 12 | 12.0568 | -0.056789 |
77 | 17 | 13.9845 | 3.01548 |
78 | 13 | 12.3674 | 0.632589 |
79 | 15 | 13.6251 | 1.37487 |
80 | 13 | 15.0264 | -2.02638 |
81 | 15 | 14.8847 | 0.115316 |
82 | 15 | 15.4919 | -0.491874 |
83 | 16 | 14.2835 | 1.71652 |
84 | 15 | 14.2074 | 0.792612 |
85 | 14 | 14.05 | -0.0500028 |
86 | 15 | 13.9392 | 1.06084 |
87 | 14 | 14.2578 | -0.257791 |
88 | 13 | 12.7065 | 0.293489 |
89 | 7 | 10.3949 | -3.39489 |
90 | 17 | 13.5372 | 3.46282 |
91 | 13 | 12.8959 | 0.104144 |
92 | 15 | 14.1659 | 0.834079 |
93 | 14 | 13.2393 | 0.760705 |
94 | 13 | 13.8862 | -0.886211 |
95 | 16 | 15.0082 | 0.991821 |
96 | 12 | 12.8121 | -0.812128 |
97 | 14 | 14.8616 | -0.861605 |
98 | 17 | 14.9669 | 2.03306 |
99 | 15 | 14.9673 | 0.0326958 |
100 | 17 | 15.2477 | 1.75233 |
101 | 12 | 12.9194 | -0.919433 |
102 | 16 | 15.1278 | 0.872158 |
103 | 11 | 14.384 | -3.38395 |
104 | 15 | 13.0418 | 1.95822 |
105 | 9 | 11.3411 | -2.34112 |
106 | 16 | 14.9893 | 1.01075 |
107 | 15 | 12.9637 | 2.0363 |
108 | 10 | 12.8444 | -2.8444 |
109 | 10 | 9.02436 | 0.975645 |
110 | 15 | 13.8307 | 1.16927 |
111 | 11 | 13.19 | -2.19003 |
112 | 13 | 15.2494 | -2.24943 |
113 | 14 | 12.0604 | 1.93964 |
114 | 18 | 14.0395 | 3.96052 |
115 | 16 | 15.6558 | 0.344235 |
116 | 14 | 12.9885 | 1.01153 |
117 | 14 | 13.7162 | 0.283773 |
118 | 14 | 15.066 | -1.06596 |
119 | 14 | 13.7036 | 0.296354 |
120 | 12 | 12.4838 | -0.483775 |
121 | 14 | 13.5583 | 0.441724 |
122 | 15 | 14.878 | 0.121994 |
123 | 15 | 16.0066 | -1.00658 |
124 | 15 | 14.6174 | 0.382647 |
125 | 13 | 14.8025 | -1.80252 |
126 | 17 | 16.2131 | 0.786913 |
127 | 17 | 15.4535 | 1.54651 |
128 | 19 | 14.8408 | 4.15924 |
129 | 15 | 13.5249 | 1.47515 |
130 | 13 | 14.6709 | -1.67088 |
131 | 9 | 10.4175 | -1.41748 |
132 | 15 | 15.3552 | -0.355202 |
133 | 15 | 12.4668 | 2.53319 |
134 | 15 | 14.245 | 0.754977 |
135 | 16 | 13.6949 | 2.30513 |
136 | 11 | 9.26364 | 1.73636 |
137 | 14 | 13.2865 | 0.713535 |
138 | 11 | 11.8263 | -0.826256 |
139 | 15 | 14.1266 | 0.873435 |
140 | 13 | 13.6983 | -0.698291 |
141 | 15 | 14.6816 | 0.318378 |
142 | 16 | 13.7486 | 2.25138 |
143 | 14 | 14.7065 | -0.706501 |
144 | 15 | 14.308 | 0.692002 |
145 | 16 | 14.5162 | 1.48385 |
146 | 16 | 14.5508 | 1.44925 |
147 | 11 | 13.399 | -2.39905 |
148 | 12 | 14.7271 | -2.72706 |
149 | 9 | 11.4081 | -2.40806 |
150 | 16 | 14.1093 | 1.89067 |
151 | 13 | 12.6446 | 0.355387 |
152 | 16 | 15.5109 | 0.489124 |
153 | 12 | 14.4525 | -2.45246 |
154 | 9 | 11.4997 | -2.4997 |
155 | 13 | 11.5297 | 1.47025 |
156 | 13 | 12.8959 | 0.104144 |
157 | 14 | 13.2291 | 0.770858 |
158 | 19 | 14.8408 | 4.15924 |
159 | 13 | 15.733 | -2.73299 |
160 | 12 | 11.9513 | 0.0487413 |
161 | 13 | 12.4794 | 0.520571 |
162 | 10 | 9.18271 | 0.817289 |
163 | 14 | 13.2498 | 0.750211 |
164 | 16 | 11.705 | 4.29504 |
165 | 10 | 12.0372 | -2.03717 |
166 | 11 | 8.95814 | 2.04186 |
167 | 14 | 14.1939 | -0.19388 |
168 | 12 | 12.864 | -0.864039 |
169 | 9 | 12.7685 | -3.7685 |
170 | 9 | 12.0378 | -3.03779 |
171 | 11 | 10.5535 | 0.446489 |
172 | 16 | 14.4003 | 1.59975 |
173 | 9 | 14.1526 | -5.15257 |
174 | 13 | 11.2452 | 1.75479 |
175 | 16 | 13.48 | 2.51998 |
176 | 13 | 15.4845 | -2.48453 |
177 | 9 | 12.3553 | -3.35533 |
178 | 12 | 11.4879 | 0.512109 |
179 | 16 | 14.6947 | 1.30535 |
180 | 11 | 13.2936 | -2.29359 |
181 | 14 | 14.3521 | -0.352145 |
182 | 13 | 14.8094 | -1.80944 |
183 | 15 | 14.9649 | 0.0351127 |
184 | 14 | 15.201 | -1.20099 |
185 | 16 | 13.9734 | 2.02659 |
186 | 13 | 11.7913 | 1.20875 |
187 | 14 | 13.7834 | 0.216629 |
188 | 15 | 14.313 | 0.686974 |
189 | 13 | 12.5014 | 0.498628 |
190 | 11 | 10.1828 | 0.817199 |
191 | 11 | 12.949 | -1.94897 |
192 | 14 | 15.2811 | -1.28106 |
193 | 15 | 12.7218 | 2.27819 |
194 | 11 | 12.6585 | -1.65853 |
195 | 15 | 13.2162 | 1.7838 |
196 | 12 | 14.2659 | -2.26586 |
197 | 14 | 11.8602 | 2.1398 |
198 | 14 | 13.5739 | 0.426097 |
199 | 8 | 11.2497 | -3.24974 |
200 | 13 | 13.9456 | -0.945592 |
201 | 9 | 12.2927 | -3.29269 |
202 | 15 | 13.8784 | 1.12158 |
203 | 17 | 14.2141 | 2.78591 |
204 | 13 | 12.7024 | 0.297647 |
205 | 15 | 14.6208 | 0.379211 |
206 | 15 | 13.9261 | 1.07392 |
207 | 14 | 14.6928 | -0.692765 |
208 | 16 | 12.7868 | 3.21317 |
209 | 13 | 13.0115 | -0.0115483 |
210 | 16 | 14.5092 | 1.49078 |
211 | 9 | 11.8139 | -2.81386 |
212 | 16 | 14.7441 | 1.25588 |
213 | 11 | 12.3462 | -1.34621 |
214 | 10 | 13.9661 | -3.96611 |
215 | 11 | 12.3691 | -1.36908 |
216 | 15 | 13.4155 | 1.58447 |
217 | 17 | 15.1329 | 1.86706 |
218 | 14 | 14.4546 | -0.45464 |
219 | 8 | 10.0558 | -2.05585 |
220 | 15 | 13.7855 | 1.21455 |
221 | 11 | 14.0984 | -3.09837 |
222 | 16 | 13.8859 | 2.11414 |
223 | 10 | 12.312 | -2.31201 |
224 | 15 | 14.9782 | 0.0218416 |
225 | 9 | 9.87723 | -0.877228 |
226 | 16 | 14.3667 | 1.63328 |
227 | 19 | 14.0296 | 4.97042 |
228 | 12 | 13.917 | -1.91696 |
229 | 8 | 9.51227 | -1.51227 |
230 | 11 | 13.5005 | -2.50048 |
231 | 14 | 13.9842 | 0.0158494 |
232 | 9 | 12.0859 | -3.08591 |
233 | 15 | 15.1652 | -0.165203 |
234 | 13 | 12.7592 | 0.240808 |
235 | 16 | 15.126 | 0.874019 |
236 | 11 | 12.991 | -1.99099 |
237 | 12 | 11.2447 | 0.755342 |
238 | 13 | 13.0765 | -0.0764699 |
239 | 10 | 14.6154 | -4.61544 |
240 | 11 | 13.7035 | -2.70354 |
241 | 12 | 14.9208 | -2.92081 |
242 | 8 | 10.8506 | -2.85065 |
243 | 12 | 11.7585 | 0.241454 |
244 | 12 | 12.4091 | -0.409056 |
245 | 15 | 13.7327 | 1.2673 |
246 | 11 | 10.7802 | 0.219823 |
247 | 13 | 12.8992 | 0.100763 |
248 | 14 | 8.91141 | 5.08859 |
249 | 10 | 10.1952 | -0.195174 |
250 | 12 | 11.6417 | 0.358255 |
251 | 15 | 12.9737 | 2.02625 |
252 | 13 | 11.9239 | 1.07606 |
253 | 13 | 14.3171 | -1.31709 |
254 | 13 | 13.9529 | -0.952895 |
255 | 12 | 11.9638 | 0.0362316 |
256 | 12 | 12.8688 | -0.868792 |
257 | 9 | 11.0686 | -2.06858 |
258 | 9 | 11.595 | -2.59497 |
259 | 15 | 12.8088 | 2.19119 |
260 | 10 | 14.7867 | -4.78671 |
261 | 14 | 13.9112 | 0.0887831 |
262 | 15 | 13.7258 | 1.2742 |
263 | 7 | 9.92786 | -2.92786 |
264 | 14 | 14.0466 | -0.0466467 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
10 | 0.0505981 | 0.101196 | 0.949402 |
11 | 0.0141962 | 0.0283923 | 0.985804 |
12 | 0.827693 | 0.344614 | 0.172307 |
13 | 0.965707 | 0.0685859 | 0.034293 |
14 | 0.967535 | 0.0649303 | 0.0324651 |
15 | 0.976345 | 0.0473095 | 0.0236547 |
16 | 0.960899 | 0.0782023 | 0.0391011 |
17 | 0.94807 | 0.10386 | 0.0519299 |
18 | 0.929272 | 0.141456 | 0.0707278 |
19 | 0.906771 | 0.186458 | 0.093229 |
20 | 0.901117 | 0.197767 | 0.0988835 |
21 | 0.917109 | 0.165781 | 0.0828905 |
22 | 0.950863 | 0.0982738 | 0.0491369 |
23 | 0.931769 | 0.136461 | 0.0682307 |
24 | 0.91521 | 0.169581 | 0.0847905 |
25 | 0.890892 | 0.218215 | 0.109108 |
26 | 0.998326 | 0.00334823 | 0.00167411 |
27 | 0.997449 | 0.00510264 | 0.00255132 |
28 | 0.996089 | 0.00782231 | 0.00391115 |
29 | 0.994184 | 0.0116325 | 0.00581624 |
30 | 0.99682 | 0.0063592 | 0.0031796 |
31 | 0.99522 | 0.00956019 | 0.00478009 |
32 | 0.993062 | 0.013876 | 0.006938 |
33 | 0.9917 | 0.0165997 | 0.00829987 |
34 | 0.988191 | 0.0236176 | 0.0118088 |
35 | 0.984311 | 0.0313789 | 0.0156895 |
36 | 0.978457 | 0.0430859 | 0.0215429 |
37 | 0.984204 | 0.0315916 | 0.0157958 |
38 | 0.978616 | 0.0427676 | 0.0213838 |
39 | 0.976024 | 0.0479515 | 0.0239757 |
40 | 0.976324 | 0.0473512 | 0.0236756 |
41 | 0.969398 | 0.0612033 | 0.0306016 |
42 | 0.967169 | 0.0656613 | 0.0328306 |
43 | 0.957539 | 0.0849212 | 0.0424606 |
44 | 0.949744 | 0.100513 | 0.0502564 |
45 | 0.936286 | 0.127428 | 0.063714 |
46 | 0.946767 | 0.106467 | 0.0532335 |
47 | 0.932697 | 0.134606 | 0.0673031 |
48 | 0.916108 | 0.167785 | 0.0838925 |
49 | 0.93356 | 0.13288 | 0.0664399 |
50 | 0.929472 | 0.141056 | 0.0705278 |
51 | 0.914992 | 0.170015 | 0.0850075 |
52 | 0.896761 | 0.206477 | 0.103239 |
53 | 0.880663 | 0.238673 | 0.119337 |
54 | 0.872576 | 0.254849 | 0.127424 |
55 | 0.862955 | 0.274089 | 0.137045 |
56 | 0.843548 | 0.312905 | 0.156452 |
57 | 0.830359 | 0.339282 | 0.169641 |
58 | 0.8014 | 0.397199 | 0.1986 |
59 | 0.838025 | 0.32395 | 0.161975 |
60 | 0.833054 | 0.333892 | 0.166946 |
61 | 0.85162 | 0.29676 | 0.14838 |
62 | 0.847759 | 0.304483 | 0.152241 |
63 | 0.900527 | 0.198946 | 0.0994729 |
64 | 0.888139 | 0.223721 | 0.111861 |
65 | 0.878121 | 0.243758 | 0.121879 |
66 | 0.954784 | 0.090432 | 0.045216 |
67 | 0.953244 | 0.0935113 | 0.0467556 |
68 | 0.958064 | 0.083871 | 0.0419355 |
69 | 0.952745 | 0.094511 | 0.0472555 |
70 | 0.946084 | 0.107833 | 0.0539164 |
71 | 0.934804 | 0.130392 | 0.065196 |
72 | 0.950233 | 0.0995335 | 0.0497667 |
73 | 0.939598 | 0.120803 | 0.0604016 |
74 | 0.927435 | 0.145131 | 0.0725654 |
75 | 0.922598 | 0.154804 | 0.077402 |
76 | 0.908277 | 0.183446 | 0.0917232 |
77 | 0.921353 | 0.157295 | 0.0786473 |
78 | 0.906834 | 0.186332 | 0.0931658 |
79 | 0.897459 | 0.205082 | 0.102541 |
80 | 0.890126 | 0.219748 | 0.109874 |
81 | 0.870864 | 0.258273 | 0.129136 |
82 | 0.850605 | 0.29879 | 0.149395 |
83 | 0.843049 | 0.313901 | 0.156951 |
84 | 0.821843 | 0.356315 | 0.178157 |
85 | 0.795728 | 0.408543 | 0.204272 |
86 | 0.771477 | 0.457047 | 0.228523 |
87 | 0.742144 | 0.515712 | 0.257856 |
88 | 0.711003 | 0.577994 | 0.288997 |
89 | 0.78669 | 0.42662 | 0.21331 |
90 | 0.821356 | 0.357288 | 0.178644 |
91 | 0.796322 | 0.407356 | 0.203678 |
92 | 0.77215 | 0.455699 | 0.22785 |
93 | 0.748074 | 0.503853 | 0.251926 |
94 | 0.722852 | 0.554297 | 0.277148 |
95 | 0.695894 | 0.608211 | 0.304106 |
96 | 0.670045 | 0.659909 | 0.329955 |
97 | 0.642075 | 0.715851 | 0.357925 |
98 | 0.64067 | 0.71866 | 0.35933 |
99 | 0.606504 | 0.786992 | 0.393496 |
100 | 0.597013 | 0.805973 | 0.402987 |
101 | 0.572727 | 0.854545 | 0.427273 |
102 | 0.543132 | 0.913737 | 0.456868 |
103 | 0.593336 | 0.813327 | 0.406664 |
104 | 0.582062 | 0.835876 | 0.417938 |
105 | 0.598203 | 0.803594 | 0.401797 |
106 | 0.570554 | 0.858893 | 0.429446 |
107 | 0.563203 | 0.873594 | 0.436797 |
108 | 0.600343 | 0.799314 | 0.399657 |
109 | 0.574036 | 0.851928 | 0.425964 |
110 | 0.547991 | 0.904019 | 0.452009 |
111 | 0.552603 | 0.894793 | 0.447397 |
112 | 0.58367 | 0.832661 | 0.41633 |
113 | 0.583466 | 0.833067 | 0.416534 |
114 | 0.668768 | 0.662464 | 0.331232 |
115 | 0.63714 | 0.725721 | 0.36286 |
116 | 0.614023 | 0.771953 | 0.385977 |
117 | 0.584045 | 0.831909 | 0.415955 |
118 | 0.560428 | 0.879143 | 0.439572 |
119 | 0.526052 | 0.947896 | 0.473948 |
120 | 0.494954 | 0.989909 | 0.505046 |
121 | 0.463881 | 0.927762 | 0.536119 |
122 | 0.432883 | 0.865765 | 0.567117 |
123 | 0.406724 | 0.813449 | 0.593276 |
124 | 0.374066 | 0.748131 | 0.625934 |
125 | 0.363243 | 0.726487 | 0.636757 |
126 | 0.333755 | 0.66751 | 0.666245 |
127 | 0.320717 | 0.641435 | 0.679283 |
128 | 0.424368 | 0.848736 | 0.575632 |
129 | 0.407194 | 0.814388 | 0.592806 |
130 | 0.395504 | 0.791007 | 0.604496 |
131 | 0.380944 | 0.761889 | 0.619056 |
132 | 0.352908 | 0.705817 | 0.647092 |
133 | 0.373563 | 0.747125 | 0.626437 |
134 | 0.347597 | 0.695193 | 0.652403 |
135 | 0.358112 | 0.716224 | 0.641888 |
136 | 0.34725 | 0.6945 | 0.65275 |
137 | 0.319997 | 0.639994 | 0.680003 |
138 | 0.296111 | 0.592222 | 0.703889 |
139 | 0.271653 | 0.543306 | 0.728347 |
140 | 0.248507 | 0.497014 | 0.751493 |
141 | 0.222343 | 0.444686 | 0.777657 |
142 | 0.228279 | 0.456557 | 0.771721 |
143 | 0.204019 | 0.408038 | 0.795981 |
144 | 0.183459 | 0.366918 | 0.816541 |
145 | 0.170711 | 0.341421 | 0.829289 |
146 | 0.163003 | 0.326006 | 0.836997 |
147 | 0.170134 | 0.340267 | 0.829866 |
148 | 0.185972 | 0.371944 | 0.814028 |
149 | 0.202806 | 0.405613 | 0.797194 |
150 | 0.204102 | 0.408203 | 0.795898 |
151 | 0.18265 | 0.3653 | 0.81735 |
152 | 0.163517 | 0.327034 | 0.836483 |
153 | 0.175691 | 0.351382 | 0.824309 |
154 | 0.190931 | 0.381863 | 0.809069 |
155 | 0.178349 | 0.356698 | 0.821651 |
156 | 0.156085 | 0.31217 | 0.843915 |
157 | 0.13991 | 0.27982 | 0.86009 |
158 | 0.227114 | 0.454228 | 0.772886 |
159 | 0.245841 | 0.491682 | 0.754159 |
160 | 0.2246 | 0.4492 | 0.7754 |
161 | 0.203012 | 0.406024 | 0.796988 |
162 | 0.179889 | 0.359778 | 0.820111 |
163 | 0.158718 | 0.317436 | 0.841282 |
164 | 0.261519 | 0.523037 | 0.738481 |
165 | 0.25837 | 0.516741 | 0.74163 |
166 | 0.255932 | 0.511864 | 0.744068 |
167 | 0.227824 | 0.455648 | 0.772176 |
168 | 0.206585 | 0.413171 | 0.793415 |
169 | 0.264596 | 0.529193 | 0.735404 |
170 | 0.293392 | 0.586783 | 0.706608 |
171 | 0.265785 | 0.53157 | 0.734215 |
172 | 0.261423 | 0.522847 | 0.738577 |
173 | 0.431749 | 0.863498 | 0.568251 |
174 | 0.417364 | 0.834728 | 0.582636 |
175 | 0.439496 | 0.878993 | 0.560504 |
176 | 0.452743 | 0.905486 | 0.547257 |
177 | 0.509607 | 0.980786 | 0.490393 |
178 | 0.475723 | 0.951447 | 0.524277 |
179 | 0.453729 | 0.907457 | 0.546271 |
180 | 0.456872 | 0.913745 | 0.543128 |
181 | 0.419368 | 0.838736 | 0.580632 |
182 | 0.412162 | 0.824324 | 0.587838 |
183 | 0.374894 | 0.749789 | 0.625106 |
184 | 0.348252 | 0.696504 | 0.651748 |
185 | 0.364814 | 0.729628 | 0.635186 |
186 | 0.355533 | 0.711067 | 0.644467 |
187 | 0.320458 | 0.640916 | 0.679542 |
188 | 0.291335 | 0.58267 | 0.708665 |
189 | 0.259413 | 0.518825 | 0.740587 |
190 | 0.237877 | 0.475754 | 0.762123 |
191 | 0.246883 | 0.493767 | 0.753117 |
192 | 0.228066 | 0.456131 | 0.771934 |
193 | 0.245613 | 0.491226 | 0.754387 |
194 | 0.234357 | 0.468714 | 0.765643 |
195 | 0.23432 | 0.468641 | 0.76568 |
196 | 0.24656 | 0.49312 | 0.75344 |
197 | 0.295996 | 0.591992 | 0.704004 |
198 | 0.277086 | 0.554173 | 0.722914 |
199 | 0.313585 | 0.627171 | 0.686415 |
200 | 0.280355 | 0.560709 | 0.719645 |
201 | 0.317533 | 0.635066 | 0.682467 |
202 | 0.294505 | 0.58901 | 0.705495 |
203 | 0.342223 | 0.684446 | 0.657777 |
204 | 0.304622 | 0.609243 | 0.695378 |
205 | 0.270056 | 0.540112 | 0.729944 |
206 | 0.248362 | 0.496723 | 0.751638 |
207 | 0.216334 | 0.432667 | 0.783666 |
208 | 0.23991 | 0.47982 | 0.76009 |
209 | 0.207473 | 0.414946 | 0.792527 |
210 | 0.215705 | 0.43141 | 0.784295 |
211 | 0.241766 | 0.483532 | 0.758234 |
212 | 0.230614 | 0.461228 | 0.769386 |
213 | 0.20356 | 0.40712 | 0.79644 |
214 | 0.250949 | 0.501897 | 0.749051 |
215 | 0.224962 | 0.449925 | 0.775038 |
216 | 0.213308 | 0.426617 | 0.786692 |
217 | 0.244936 | 0.489872 | 0.755064 |
218 | 0.213474 | 0.426948 | 0.786526 |
219 | 0.202326 | 0.404651 | 0.797674 |
220 | 0.216858 | 0.433716 | 0.783142 |
221 | 0.230122 | 0.460244 | 0.769878 |
222 | 0.221922 | 0.443843 | 0.778078 |
223 | 0.208047 | 0.416094 | 0.791953 |
224 | 0.175341 | 0.350682 | 0.824659 |
225 | 0.173277 | 0.346555 | 0.826723 |
226 | 0.206316 | 0.412631 | 0.793684 |
227 | 0.4131 | 0.8262 | 0.5869 |
228 | 0.384424 | 0.768848 | 0.615576 |
229 | 0.358025 | 0.71605 | 0.641975 |
230 | 0.342126 | 0.684253 | 0.657874 |
231 | 0.299236 | 0.598473 | 0.700764 |
232 | 0.342571 | 0.685143 | 0.657429 |
233 | 0.296861 | 0.593722 | 0.703139 |
234 | 0.25261 | 0.505221 | 0.74739 |
235 | 0.252181 | 0.504361 | 0.747819 |
236 | 0.227962 | 0.455924 | 0.772038 |
237 | 0.194714 | 0.389428 | 0.805286 |
238 | 0.155101 | 0.310201 | 0.844899 |
239 | 0.288095 | 0.57619 | 0.711905 |
240 | 0.277502 | 0.555004 | 0.722498 |
241 | 0.245863 | 0.491725 | 0.754137 |
242 | 0.472151 | 0.944303 | 0.527849 |
243 | 0.429248 | 0.858495 | 0.570752 |
244 | 0.365946 | 0.731892 | 0.634054 |
245 | 0.492858 | 0.985715 | 0.507142 |
246 | 0.407571 | 0.815142 | 0.592429 |
247 | 0.324082 | 0.648164 | 0.675918 |
248 | 0.49086 | 0.981721 | 0.50914 |
249 | 0.390616 | 0.781231 | 0.609384 |
250 | 0.294183 | 0.588367 | 0.705817 |
251 | 0.444199 | 0.888399 | 0.555801 |
252 | 0.921602 | 0.156796 | 0.078398 |
253 | 0.840563 | 0.318874 | 0.159437 |
254 | 0.790589 | 0.418823 | 0.209411 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 5 | 0.0204082 | NOK |
5% type I error level | 17 | 0.0693878 | NOK |
10% type I error level | 29 | 0.118367 | NOK |