Multiple Linear Regression - Estimated Regression Equation |
Happiness[t] = + 15.8448 + 0.00296944Connected[t] + 0.0120368Separate[t] + 0.0816225Learning[t] -0.0341131Software[t] -0.360392Depression[t] + 0.0261257Sport1[t] -0.00437231t + 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) | 15.8448 | 1.88168 | 8.421 | 2.70374e-15 | 1.35187e-15 |
Connected | 0.00296944 | 0.0371734 | 0.07988 | 0.936395 | 0.468197 |
Separate | 0.0120368 | 0.0379156 | 0.3175 | 0.751151 | 0.375575 |
Learning | 0.0816225 | 0.0671838 | 1.215 | 0.225518 | 0.112759 |
Software | -0.0341131 | 0.0690358 | -0.4941 | 0.621634 | 0.310817 |
Depression | -0.360392 | 0.0390338 | -9.233 | 1.03729e-17 | 5.18647e-18 |
Sport1 | 0.0261257 | 0.0127003 | 2.057 | 0.0406909 | 0.0203455 |
t | -0.00437231 | 0.00182082 | -2.401 | 0.0170512 | 0.00852559 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.614034 |
R-squared | 0.377038 |
Adjusted R-squared | 0.360004 |
F-TEST (value) | 22.1343 |
F-TEST (DF numerator) | 7 |
F-TEST (DF denominator) | 256 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 1.99891 |
Sum Squared Residuals | 1022.88 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 14 | 14.1313 | -0.131296 |
2 | 18 | 15.4719 | 2.52809 |
3 | 11 | 14.06 | -3.06002 |
4 | 12 | 14.762 | -2.76198 |
5 | 16 | 11.4859 | 4.51414 |
6 | 18 | 14.7047 | 3.29535 |
7 | 14 | 10.9007 | 3.09932 |
8 | 14 | 15.2166 | -1.21663 |
9 | 15 | 15.3964 | -0.396405 |
10 | 15 | 14.5861 | 0.41385 |
11 | 17 | 15.7076 | 1.29245 |
12 | 19 | 15.7328 | 3.26723 |
13 | 10 | 13.5633 | -3.56326 |
14 | 16 | 13.6528 | 2.34716 |
15 | 18 | 15.8675 | 2.1325 |
16 | 14 | 13.5519 | 0.448108 |
17 | 14 | 14.0597 | -0.0597227 |
18 | 17 | 15.8942 | 1.10579 |
19 | 14 | 15.497 | -1.49705 |
20 | 16 | 13.9383 | 2.06175 |
21 | 18 | 15.4765 | 2.52346 |
22 | 11 | 13.8415 | -2.84149 |
23 | 14 | 14.5109 | -0.510914 |
24 | 12 | 13.6675 | -1.66747 |
25 | 17 | 15.4972 | 1.50277 |
26 | 9 | 16.0287 | -7.02871 |
27 | 16 | 15.241 | 0.758966 |
28 | 14 | 13.4093 | 0.590695 |
29 | 15 | 14.1022 | 0.897843 |
30 | 11 | 14.0787 | -3.07875 |
31 | 16 | 15.836 | 0.164011 |
32 | 13 | 12.8817 | 0.118259 |
33 | 17 | 15.2361 | 1.76386 |
34 | 15 | 15.3693 | -0.369342 |
35 | 14 | 14.1354 | -0.135426 |
36 | 16 | 15.7289 | 0.271116 |
37 | 9 | 11.0896 | -2.08959 |
38 | 15 | 14.4464 | 0.553626 |
39 | 17 | 15.48 | 1.51997 |
40 | 13 | 15.3347 | -2.33466 |
41 | 15 | 15.8152 | -0.815214 |
42 | 16 | 13.8067 | 2.19334 |
43 | 16 | 15.8032 | 0.196758 |
44 | 12 | 13.2682 | -1.26823 |
45 | 15 | 14.7379 | 0.262111 |
46 | 11 | 13.7548 | -2.7548 |
47 | 15 | 15.3755 | -0.375492 |
48 | 15 | 14.9864 | 0.0135905 |
49 | 17 | 13.653 | 3.34698 |
50 | 13 | 14.8527 | -1.8527 |
51 | 16 | 15.2798 | 0.720231 |
52 | 14 | 13.5801 | 0.419887 |
53 | 11 | 11.8343 | -0.834309 |
54 | 12 | 13.6039 | -1.60388 |
55 | 12 | 14.3302 | -2.3302 |
56 | 15 | 13.829 | 1.17096 |
57 | 16 | 14.2655 | 1.73452 |
58 | 15 | 15.4901 | -0.490097 |
59 | 12 | 15.2824 | -3.28241 |
60 | 12 | 13.4834 | -1.48342 |
61 | 8 | 10.9217 | -2.92173 |
62 | 13 | 14.6794 | -1.67941 |
63 | 11 | 14.6854 | -3.68535 |
64 | 14 | 13.1589 | 0.841138 |
65 | 15 | 13.657 | 1.34297 |
66 | 10 | 15.1754 | -5.1754 |
67 | 11 | 12.6693 | -1.66933 |
68 | 12 | 14.638 | -2.63802 |
69 | 15 | 13.6714 | 1.32864 |
70 | 15 | 13.7418 | 1.25815 |
71 | 14 | 13.6892 | 0.310795 |
72 | 16 | 12.8519 | 3.14815 |
73 | 15 | 14.5188 | 0.481247 |
74 | 15 | 15.318 | -0.318001 |
75 | 13 | 15.0697 | -2.06971 |
76 | 12 | 12.3126 | -0.312618 |
77 | 17 | 14.0696 | 2.93042 |
78 | 13 | 12.5846 | 0.415384 |
79 | 15 | 13.934 | 1.06598 |
80 | 13 | 14.9938 | -1.99377 |
81 | 15 | 15.0182 | -0.018209 |
82 | 15 | 15.5436 | -0.543591 |
83 | 16 | 14.3865 | 1.61354 |
84 | 15 | 14.3873 | 0.612732 |
85 | 14 | 14.2357 | -0.235727 |
86 | 15 | 14.1611 | 0.838887 |
87 | 14 | 14.3463 | -0.346253 |
88 | 13 | 12.8329 | 0.167131 |
89 | 7 | 10.6661 | -3.66605 |
90 | 17 | 13.8712 | 3.12877 |
91 | 13 | 12.8198 | 0.180179 |
92 | 15 | 14.2632 | 0.736799 |
93 | 14 | 13.4217 | 0.578336 |
94 | 13 | 14.1179 | -1.11794 |
95 | 16 | 15.0692 | 0.930835 |
96 | 12 | 12.8551 | -0.855136 |
97 | 14 | 14.9702 | -0.970221 |
98 | 17 | 14.9839 | 2.01606 |
99 | 15 | 15.1235 | -0.123534 |
100 | 17 | 15.1638 | 1.83623 |
101 | 12 | 13.006 | -1.006 |
102 | 16 | 14.9678 | 1.03215 |
103 | 11 | 14.4356 | -3.43561 |
104 | 15 | 13.1859 | 1.81409 |
105 | 9 | 11.4705 | -2.47053 |
106 | 16 | 14.915 | 1.08504 |
107 | 15 | 12.9534 | 2.04657 |
108 | 10 | 12.8364 | -2.83643 |
109 | 10 | 9.29453 | 0.705467 |
110 | 15 | 13.934 | 1.06599 |
111 | 11 | 13.2046 | -2.20457 |
112 | 13 | 15.2907 | -2.29075 |
113 | 14 | 12.1157 | 1.88426 |
114 | 18 | 14.1647 | 3.83531 |
115 | 16 | 15.5057 | 0.494315 |
116 | 14 | 12.9817 | 1.01835 |
117 | 14 | 13.8508 | 0.149162 |
118 | 14 | 15.0932 | -1.09317 |
119 | 14 | 13.7127 | 0.287277 |
120 | 12 | 12.5543 | -0.554262 |
121 | 14 | 13.5354 | 0.464619 |
122 | 15 | 14.9063 | 0.0937088 |
123 | 15 | 15.8051 | -0.805096 |
124 | 15 | 14.5064 | 0.493565 |
125 | 13 | 14.6814 | -1.68144 |
126 | 17 | 16.1463 | 0.853714 |
127 | 17 | 15.2314 | 1.76864 |
128 | 19 | 14.8857 | 4.11432 |
129 | 15 | 13.5821 | 1.41787 |
130 | 13 | 14.6241 | -1.62411 |
131 | 9 | 10.6978 | -1.69782 |
132 | 15 | 15.2726 | -0.272637 |
133 | 15 | 12.6011 | 2.39889 |
134 | 15 | 14.1682 | 0.831837 |
135 | 16 | 13.6888 | 2.31117 |
136 | 11 | 9.474 | 1.526 |
137 | 14 | 13.2176 | 0.782403 |
138 | 11 | 11.9531 | -0.953055 |
139 | 15 | 14.1646 | 0.835442 |
140 | 13 | 13.8148 | -0.814846 |
141 | 15 | 14.5725 | 0.427469 |
142 | 16 | 13.8248 | 2.1752 |
143 | 14 | 14.528 | -0.527952 |
144 | 15 | 14.2018 | 0.798194 |
145 | 16 | 14.607 | 1.39304 |
146 | 16 | 14.3131 | 1.68693 |
147 | 11 | 13.2765 | -2.27651 |
148 | 12 | 14.5576 | -2.55761 |
149 | 9 | 11.4963 | -2.49627 |
150 | 16 | 14.2447 | 1.75533 |
151 | 13 | 12.4728 | 0.527178 |
152 | 16 | 15.3489 | 0.651064 |
153 | 12 | 14.4069 | -2.40686 |
154 | 9 | 11.5186 | -2.51862 |
155 | 13 | 11.7323 | 1.26768 |
156 | 13 | 12.5356 | 0.464379 |
157 | 14 | 13.3124 | 0.68764 |
158 | 19 | 14.7545 | 4.24549 |
159 | 13 | 15.5175 | -2.51752 |
160 | 12 | 12.1117 | -0.111748 |
161 | 13 | 12.4998 | 0.500238 |
162 | 10 | 9.3245 | 0.675503 |
163 | 14 | 13.3144 | 0.685589 |
164 | 16 | 11.4823 | 4.51771 |
165 | 10 | 11.971 | -1.971 |
166 | 11 | 9.21649 | 1.78351 |
167 | 14 | 14.0815 | -0.0815225 |
168 | 12 | 12.8647 | -0.864711 |
169 | 9 | 12.692 | -3.69204 |
170 | 9 | 11.9438 | -2.9438 |
171 | 11 | 10.6182 | 0.381847 |
172 | 16 | 14.098 | 1.902 |
173 | 9 | 13.9829 | -4.98289 |
174 | 13 | 11.3816 | 1.61835 |
175 | 16 | 13.2897 | 2.71033 |
176 | 13 | 15.235 | -2.23498 |
177 | 9 | 12.2949 | -3.29486 |
178 | 12 | 11.5048 | 0.495185 |
179 | 16 | 14.4755 | 1.52453 |
180 | 11 | 13.1763 | -2.17628 |
181 | 14 | 13.9367 | 0.0632546 |
182 | 13 | 14.7142 | -1.71417 |
183 | 15 | 14.4737 | 0.526308 |
184 | 14 | 14.8395 | -0.839457 |
185 | 16 | 14.0428 | 1.95719 |
186 | 13 | 11.5946 | 1.40537 |
187 | 14 | 13.4435 | 0.556489 |
188 | 15 | 14.2007 | 0.799306 |
189 | 13 | 12.463 | 0.537006 |
190 | 11 | 10.2952 | 0.704844 |
191 | 11 | 12.5791 | -1.57911 |
192 | 14 | 14.8518 | -0.851767 |
193 | 15 | 12.7671 | 2.23287 |
194 | 11 | 12.3301 | -1.33013 |
195 | 15 | 13.028 | 1.97205 |
196 | 12 | 13.8742 | -1.8742 |
197 | 14 | 11.673 | 2.32699 |
198 | 14 | 13.2861 | 0.713877 |
199 | 8 | 11.078 | -3.07799 |
200 | 13 | 13.6559 | -0.655936 |
201 | 9 | 11.9888 | -2.98879 |
202 | 15 | 13.6735 | 1.32645 |
203 | 17 | 14.0173 | 2.9827 |
204 | 13 | 12.3744 | 0.62557 |
205 | 15 | 14.3239 | 0.67608 |
206 | 15 | 13.5757 | 1.42428 |
207 | 14 | 14.3157 | -0.315749 |
208 | 16 | 12.3219 | 3.6781 |
209 | 13 | 12.7752 | 0.224841 |
210 | 16 | 14.1779 | 1.82212 |
211 | 9 | 11.5359 | -2.53594 |
212 | 16 | 14.3696 | 1.63037 |
213 | 11 | 12.113 | -1.11296 |
214 | 10 | 13.7137 | -3.71368 |
215 | 11 | 11.9504 | -0.950362 |
216 | 15 | 13.0991 | 1.90087 |
217 | 17 | 14.684 | 2.31597 |
218 | 14 | 14.062 | -0.062038 |
219 | 8 | 9.86871 | -1.86871 |
220 | 15 | 13.3711 | 1.62894 |
221 | 11 | 13.6923 | -2.69228 |
222 | 16 | 13.4125 | 2.58749 |
223 | 10 | 11.9223 | -1.92234 |
224 | 15 | 14.6526 | 0.347363 |
225 | 9 | 9.57397 | -0.573967 |
226 | 16 | 14.2672 | 1.73278 |
227 | 19 | 13.5776 | 5.42239 |
228 | 12 | 13.5121 | -1.5121 |
229 | 8 | 9.36786 | -1.36786 |
230 | 11 | 13.1776 | -2.1776 |
231 | 14 | 13.6835 | 0.316474 |
232 | 9 | 11.8451 | -2.84509 |
233 | 15 | 14.7034 | 0.296601 |
234 | 13 | 12.0867 | 0.913321 |
235 | 16 | 14.661 | 1.33904 |
236 | 11 | 12.633 | -1.63303 |
237 | 12 | 11.2603 | 0.739734 |
238 | 13 | 12.509 | 0.490961 |
239 | 10 | 14.0724 | -4.07244 |
240 | 11 | 13.4002 | -2.40023 |
241 | 12 | 14.6582 | -2.65816 |
242 | 8 | 10.4534 | -2.45339 |
243 | 12 | 11.6654 | 0.334562 |
244 | 12 | 12.0936 | -0.0935692 |
245 | 15 | 13.2366 | 1.76335 |
246 | 11 | 10.578 | 0.421958 |
247 | 13 | 12.4875 | 0.512456 |
248 | 14 | 8.6223 | 5.3777 |
249 | 10 | 10.0271 | -0.0270819 |
250 | 12 | 11.3457 | 0.65431 |
251 | 15 | 12.6911 | 2.30895 |
252 | 13 | 11.7148 | 1.28525 |
253 | 13 | 13.9202 | -0.92019 |
254 | 13 | 13.4123 | -0.412329 |
255 | 12 | 11.5252 | 0.474803 |
256 | 12 | 12.3357 | -0.335707 |
257 | 9 | 10.5582 | -1.55824 |
258 | 9 | 11.1966 | -2.19655 |
259 | 15 | 12.2619 | 2.73809 |
260 | 10 | 14.6825 | -4.68251 |
261 | 14 | 13.3414 | 0.65863 |
262 | 15 | 13.198 | 1.80202 |
263 | 7 | 9.59724 | -2.59724 |
264 | 14 | 13.5539 | 0.446125 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
11 | 0.0425068 | 0.0850137 | 0.957493 |
12 | 0.794701 | 0.410598 | 0.205299 |
13 | 0.982413 | 0.0351743 | 0.0175871 |
14 | 0.98072 | 0.0385594 | 0.0192797 |
15 | 0.981195 | 0.03761 | 0.018805 |
16 | 0.969725 | 0.0605496 | 0.0302748 |
17 | 0.965549 | 0.0689012 | 0.0344506 |
18 | 0.949247 | 0.101505 | 0.0507526 |
19 | 0.933756 | 0.132488 | 0.0662441 |
20 | 0.918358 | 0.163283 | 0.0816417 |
21 | 0.915899 | 0.168202 | 0.084101 |
22 | 0.964821 | 0.0703578 | 0.0351789 |
23 | 0.950505 | 0.0989891 | 0.0494946 |
24 | 0.938886 | 0.122227 | 0.0611135 |
25 | 0.918805 | 0.16239 | 0.081195 |
26 | 0.998506 | 0.00298797 | 0.00149398 |
27 | 0.997945 | 0.00410917 | 0.00205459 |
28 | 0.996818 | 0.00636346 | 0.00318173 |
29 | 0.995353 | 0.00929371 | 0.00464686 |
30 | 0.996302 | 0.00739534 | 0.00369767 |
31 | 0.994777 | 0.0104467 | 0.00522335 |
32 | 0.992289 | 0.0154225 | 0.00771124 |
33 | 0.992192 | 0.0156156 | 0.0078078 |
34 | 0.988758 | 0.0224837 | 0.0112418 |
35 | 0.984145 | 0.0317108 | 0.0158554 |
36 | 0.978336 | 0.0433284 | 0.0216642 |
37 | 0.980601 | 0.0387982 | 0.0193991 |
38 | 0.975116 | 0.0497675 | 0.0248838 |
39 | 0.974707 | 0.0505859 | 0.0252929 |
40 | 0.971368 | 0.0572649 | 0.0286325 |
41 | 0.962227 | 0.0755452 | 0.0377726 |
42 | 0.964962 | 0.070075 | 0.0350375 |
43 | 0.957006 | 0.0859883 | 0.0429942 |
44 | 0.946281 | 0.107437 | 0.0537185 |
45 | 0.932158 | 0.135684 | 0.067842 |
46 | 0.93459 | 0.130821 | 0.0654105 |
47 | 0.921109 | 0.157782 | 0.078891 |
48 | 0.904112 | 0.191777 | 0.0958884 |
49 | 0.938706 | 0.122587 | 0.0612937 |
50 | 0.931637 | 0.136726 | 0.068363 |
51 | 0.919803 | 0.160394 | 0.080197 |
52 | 0.902915 | 0.19417 | 0.0970848 |
53 | 0.8845 | 0.231 | 0.1155 |
54 | 0.869657 | 0.260686 | 0.130343 |
55 | 0.858707 | 0.282587 | 0.141293 |
56 | 0.844249 | 0.311502 | 0.155751 |
57 | 0.838816 | 0.322369 | 0.161184 |
58 | 0.811013 | 0.377974 | 0.188987 |
59 | 0.835451 | 0.329097 | 0.164549 |
60 | 0.818942 | 0.362116 | 0.181058 |
61 | 0.830278 | 0.339444 | 0.169722 |
62 | 0.812956 | 0.374088 | 0.187044 |
63 | 0.85056 | 0.298881 | 0.14944 |
64 | 0.847736 | 0.304527 | 0.152264 |
65 | 0.849813 | 0.300374 | 0.150187 |
66 | 0.922847 | 0.154306 | 0.077153 |
67 | 0.91188 | 0.17624 | 0.0881202 |
68 | 0.911777 | 0.176445 | 0.0882226 |
69 | 0.915141 | 0.169718 | 0.084859 |
70 | 0.915083 | 0.169833 | 0.0849165 |
71 | 0.902253 | 0.195494 | 0.0977469 |
72 | 0.933218 | 0.133565 | 0.0667823 |
73 | 0.922703 | 0.154594 | 0.0772971 |
74 | 0.907774 | 0.184451 | 0.0922256 |
75 | 0.899097 | 0.201807 | 0.100903 |
76 | 0.881602 | 0.236796 | 0.118398 |
77 | 0.909771 | 0.180459 | 0.0902293 |
78 | 0.895931 | 0.208138 | 0.104069 |
79 | 0.889984 | 0.220033 | 0.110016 |
80 | 0.882013 | 0.235974 | 0.117987 |
81 | 0.863067 | 0.273866 | 0.136933 |
82 | 0.842189 | 0.315622 | 0.157811 |
83 | 0.842318 | 0.315365 | 0.157682 |
84 | 0.8241 | 0.3518 | 0.1759 |
85 | 0.799881 | 0.400238 | 0.200119 |
86 | 0.776491 | 0.447018 | 0.223509 |
87 | 0.748002 | 0.503997 | 0.251998 |
88 | 0.718971 | 0.562057 | 0.281029 |
89 | 0.787233 | 0.425533 | 0.212767 |
90 | 0.825592 | 0.348816 | 0.174408 |
91 | 0.804058 | 0.391884 | 0.195942 |
92 | 0.779484 | 0.441033 | 0.220516 |
93 | 0.759522 | 0.480955 | 0.240478 |
94 | 0.735908 | 0.528184 | 0.264092 |
95 | 0.712486 | 0.575028 | 0.287514 |
96 | 0.685269 | 0.629461 | 0.314731 |
97 | 0.658654 | 0.682693 | 0.341346 |
98 | 0.663888 | 0.672224 | 0.336112 |
99 | 0.629483 | 0.741034 | 0.370517 |
100 | 0.624846 | 0.750308 | 0.375154 |
101 | 0.599119 | 0.801762 | 0.400881 |
102 | 0.571693 | 0.856614 | 0.428307 |
103 | 0.62479 | 0.750419 | 0.37521 |
104 | 0.611547 | 0.776907 | 0.388453 |
105 | 0.628312 | 0.743375 | 0.371688 |
106 | 0.604362 | 0.791276 | 0.395638 |
107 | 0.597042 | 0.805915 | 0.402958 |
108 | 0.632337 | 0.735326 | 0.367663 |
109 | 0.599044 | 0.801913 | 0.400956 |
110 | 0.57306 | 0.85388 | 0.42694 |
111 | 0.577628 | 0.844744 | 0.422372 |
112 | 0.601679 | 0.796642 | 0.398321 |
113 | 0.608304 | 0.783392 | 0.391696 |
114 | 0.694164 | 0.611672 | 0.305836 |
115 | 0.666276 | 0.667448 | 0.333724 |
116 | 0.640087 | 0.719825 | 0.359913 |
117 | 0.606411 | 0.787179 | 0.393589 |
118 | 0.582057 | 0.835885 | 0.417943 |
119 | 0.546548 | 0.906904 | 0.453452 |
120 | 0.513609 | 0.972782 | 0.486391 |
121 | 0.487944 | 0.975887 | 0.512056 |
122 | 0.453203 | 0.906405 | 0.546797 |
123 | 0.42467 | 0.84934 | 0.57533 |
124 | 0.394464 | 0.788927 | 0.605536 |
125 | 0.38493 | 0.76986 | 0.61507 |
126 | 0.356969 | 0.713938 | 0.643031 |
127 | 0.341925 | 0.683849 | 0.658075 |
128 | 0.445412 | 0.890824 | 0.554588 |
129 | 0.42566 | 0.851319 | 0.57434 |
130 | 0.415001 | 0.830003 | 0.584999 |
131 | 0.404129 | 0.808257 | 0.595871 |
132 | 0.372376 | 0.744751 | 0.627624 |
133 | 0.39214 | 0.78428 | 0.60786 |
134 | 0.362382 | 0.724764 | 0.637618 |
135 | 0.372619 | 0.745239 | 0.627381 |
136 | 0.362071 | 0.724142 | 0.637929 |
137 | 0.332623 | 0.665246 | 0.667377 |
138 | 0.308965 | 0.61793 | 0.691035 |
139 | 0.281665 | 0.56333 | 0.718335 |
140 | 0.258193 | 0.516387 | 0.741807 |
141 | 0.231053 | 0.462105 | 0.768947 |
142 | 0.233722 | 0.467445 | 0.766278 |
143 | 0.208861 | 0.417723 | 0.791139 |
144 | 0.189 | 0.378 | 0.811 |
145 | 0.173811 | 0.347622 | 0.826189 |
146 | 0.165792 | 0.331584 | 0.834208 |
147 | 0.174747 | 0.349495 | 0.825253 |
148 | 0.193197 | 0.386395 | 0.806803 |
149 | 0.213053 | 0.426105 | 0.786947 |
150 | 0.208343 | 0.416686 | 0.791657 |
151 | 0.18488 | 0.369761 | 0.81512 |
152 | 0.163936 | 0.327871 | 0.836064 |
153 | 0.175712 | 0.351423 | 0.824288 |
154 | 0.193035 | 0.386069 | 0.806965 |
155 | 0.177043 | 0.354086 | 0.822957 |
156 | 0.156517 | 0.313034 | 0.843483 |
157 | 0.138163 | 0.276326 | 0.861837 |
158 | 0.220713 | 0.441427 | 0.779287 |
159 | 0.239222 | 0.478444 | 0.760778 |
160 | 0.215684 | 0.431368 | 0.784316 |
161 | 0.192529 | 0.385058 | 0.807471 |
162 | 0.170378 | 0.340756 | 0.829622 |
163 | 0.149573 | 0.299147 | 0.850427 |
164 | 0.249228 | 0.498457 | 0.750772 |
165 | 0.244628 | 0.489257 | 0.755372 |
166 | 0.240874 | 0.481748 | 0.759126 |
167 | 0.213109 | 0.426219 | 0.786891 |
168 | 0.192344 | 0.384688 | 0.807656 |
169 | 0.24677 | 0.493541 | 0.75323 |
170 | 0.276301 | 0.552601 | 0.723699 |
171 | 0.247181 | 0.494363 | 0.752819 |
172 | 0.243205 | 0.486411 | 0.756795 |
173 | 0.410689 | 0.821378 | 0.589311 |
174 | 0.39222 | 0.78444 | 0.60778 |
175 | 0.41277 | 0.82554 | 0.58723 |
176 | 0.424674 | 0.849348 | 0.575326 |
177 | 0.488242 | 0.976484 | 0.511758 |
178 | 0.451352 | 0.902703 | 0.548648 |
179 | 0.429107 | 0.858213 | 0.570893 |
180 | 0.436635 | 0.87327 | 0.563365 |
181 | 0.401252 | 0.802505 | 0.598748 |
182 | 0.405302 | 0.810603 | 0.594698 |
183 | 0.369249 | 0.738498 | 0.630751 |
184 | 0.347223 | 0.694445 | 0.652777 |
185 | 0.348009 | 0.696018 | 0.651991 |
186 | 0.333256 | 0.666512 | 0.666744 |
187 | 0.298864 | 0.597729 | 0.701136 |
188 | 0.267717 | 0.535435 | 0.732283 |
189 | 0.236846 | 0.473691 | 0.763154 |
190 | 0.212169 | 0.424338 | 0.787831 |
191 | 0.224965 | 0.44993 | 0.775035 |
192 | 0.208077 | 0.416155 | 0.791923 |
193 | 0.214437 | 0.428874 | 0.785563 |
194 | 0.205426 | 0.410852 | 0.794574 |
195 | 0.201953 | 0.403906 | 0.798047 |
196 | 0.214687 | 0.429375 | 0.785313 |
197 | 0.253498 | 0.506996 | 0.746502 |
198 | 0.234683 | 0.469365 | 0.765317 |
199 | 0.270765 | 0.541531 | 0.729235 |
200 | 0.239015 | 0.478031 | 0.760985 |
201 | 0.280028 | 0.560056 | 0.719972 |
202 | 0.254654 | 0.509307 | 0.745346 |
203 | 0.292124 | 0.584249 | 0.707876 |
204 | 0.259969 | 0.519939 | 0.740031 |
205 | 0.227457 | 0.454915 | 0.772543 |
206 | 0.207397 | 0.414795 | 0.792603 |
207 | 0.177436 | 0.354872 | 0.822564 |
208 | 0.203028 | 0.406056 | 0.796972 |
209 | 0.173297 | 0.346594 | 0.826703 |
210 | 0.18288 | 0.36576 | 0.81712 |
211 | 0.202371 | 0.404742 | 0.797629 |
212 | 0.193138 | 0.386276 | 0.806862 |
213 | 0.167703 | 0.335406 | 0.832297 |
214 | 0.207497 | 0.414994 | 0.792503 |
215 | 0.184428 | 0.368857 | 0.815572 |
216 | 0.17317 | 0.346341 | 0.82683 |
217 | 0.203513 | 0.407027 | 0.796487 |
218 | 0.175635 | 0.35127 | 0.824365 |
219 | 0.162209 | 0.324418 | 0.837791 |
220 | 0.179586 | 0.359171 | 0.820414 |
221 | 0.184036 | 0.368073 | 0.815964 |
222 | 0.181747 | 0.363493 | 0.818253 |
223 | 0.165197 | 0.330395 | 0.834803 |
224 | 0.137122 | 0.274245 | 0.862878 |
225 | 0.134548 | 0.269097 | 0.865452 |
226 | 0.165347 | 0.330693 | 0.834653 |
227 | 0.39367 | 0.78734 | 0.60633 |
228 | 0.35207 | 0.704139 | 0.64793 |
229 | 0.313151 | 0.626301 | 0.686849 |
230 | 0.287284 | 0.574568 | 0.712716 |
231 | 0.251073 | 0.502146 | 0.748927 |
232 | 0.28032 | 0.560641 | 0.71968 |
233 | 0.237438 | 0.474876 | 0.762562 |
234 | 0.199221 | 0.398442 | 0.800779 |
235 | 0.206315 | 0.41263 | 0.793685 |
236 | 0.178084 | 0.356167 | 0.821916 |
237 | 0.153706 | 0.307412 | 0.846294 |
238 | 0.118456 | 0.236912 | 0.881544 |
239 | 0.227057 | 0.454114 | 0.772943 |
240 | 0.237029 | 0.474058 | 0.762971 |
241 | 0.240692 | 0.481384 | 0.759308 |
242 | 0.858486 | 0.283028 | 0.141514 |
243 | 0.808803 | 0.382395 | 0.191197 |
244 | 0.754986 | 0.490028 | 0.245014 |
245 | 0.701437 | 0.597126 | 0.298563 |
246 | 0.632539 | 0.734921 | 0.367461 |
247 | 0.646817 | 0.706367 | 0.353183 |
248 | 0.65039 | 0.69922 | 0.34961 |
249 | 0.544941 | 0.910118 | 0.455059 |
250 | 0.459564 | 0.919128 | 0.540436 |
251 | 0.399939 | 0.799878 | 0.600061 |
252 | 0.905595 | 0.188811 | 0.0944054 |
253 | 0.817587 | 0.364826 | 0.182413 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 5 | 0.0205761 | NOK |
5% type I error level | 16 | 0.0658436 | NOK |
10% type I error level | 26 | 0.106996 | NOK |