Multiple Linear Regression - Estimated Regression Equation |
Happiness[t] = + 19.1479 + 0.00727537Connected[t] + 0.0159679Separate[t] + 0.0336894Software[t] -0.368687Depression[t] + 0.0193044Sport1[t] + 0.0117743Sport2[t] -0.357276Month[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) | 19.1479 | 2.56184 | 7.474 | 1.23171e-12 | 6.15854e-13 |
Connected | 0.00727537 | 0.0375504 | 0.1937 | 0.846526 | 0.423263 |
Separate | 0.0159679 | 0.0381062 | 0.419 | 0.675541 | 0.33777 |
Software | 0.0336894 | 0.0569786 | 0.5913 | 0.554865 | 0.277433 |
Depression | -0.368687 | 0.0396411 | -9.301 | 6.44569e-18 | 3.22284e-18 |
Sport1 | 0.0193044 | 0.0407879 | 0.4733 | 0.636412 | 0.318206 |
Sport2 | 0.0117743 | 0.0606078 | 0.1943 | 0.846118 | 0.423059 |
Month | -0.357276 | 0.170901 | -2.091 | 0.0375554 | 0.0187777 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.605858 |
R-squared | 0.367064 |
Adjusted R-squared | 0.349757 |
F-TEST (value) | 21.2092 |
F-TEST (DF numerator) | 7 |
F-TEST (DF denominator) | 256 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.01485 |
Sum Squared Residuals | 1039.26 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 14 | 14.2174 | -0.217376 |
2 | 18 | 15.2449 | 2.75514 |
3 | 11 | 13.8218 | -2.82184 |
4 | 12 | 14.2389 | -2.23888 |
5 | 16 | 11.4748 | 4.52517 |
6 | 18 | 14.6219 | 3.37814 |
7 | 14 | 10.4631 | 3.53695 |
8 | 14 | 15.292 | -1.29196 |
9 | 15 | 15.4289 | -0.428927 |
10 | 15 | 14.3391 | 0.660865 |
11 | 17 | 15.4558 | 1.54415 |
12 | 19 | 15.623 | 3.37705 |
13 | 10 | 13.4296 | -3.42959 |
14 | 16 | 13.4628 | 2.53716 |
15 | 18 | 15.8853 | 2.11474 |
16 | 14 | 13.4783 | 0.521696 |
17 | 14 | 13.8582 | 0.141798 |
18 | 17 | 15.4989 | 1.50108 |
19 | 14 | 15.2248 | -1.22483 |
20 | 16 | 13.8117 | 2.18828 |
21 | 18 | 15.317 | 2.68299 |
22 | 11 | 13.7263 | -2.72633 |
23 | 14 | 14.2676 | -0.267594 |
24 | 12 | 13.55 | -1.54996 |
25 | 17 | 15.3482 | 1.65176 |
26 | 9 | 15.9592 | -6.95915 |
27 | 16 | 15.0079 | 0.992078 |
28 | 14 | 13.5547 | 0.445315 |
29 | 15 | 13.9776 | 1.02236 |
30 | 11 | 14.0621 | -3.0621 |
31 | 16 | 15.8603 | 0.139711 |
32 | 13 | 12.81 | 0.190026 |
33 | 17 | 15.2235 | 1.77651 |
34 | 15 | 15.3766 | -0.376638 |
35 | 14 | 14.1932 | -0.193153 |
36 | 16 | 15.8671 | 0.132871 |
37 | 9 | 11.2196 | -2.21965 |
38 | 15 | 14.5782 | 0.421844 |
39 | 17 | 15.2971 | 1.70287 |
40 | 13 | 15.1905 | -2.19049 |
41 | 15 | 15.6896 | -0.689607 |
42 | 16 | 13.9152 | 2.08478 |
43 | 16 | 15.7066 | 0.293363 |
44 | 12 | 13.2581 | -1.25805 |
45 | 15 | 14.7638 | 0.236208 |
46 | 11 | 14.1554 | -3.15544 |
47 | 15 | 15.7124 | -0.712438 |
48 | 15 | 15.0198 | -0.0198355 |
49 | 17 | 13.5644 | 3.43562 |
50 | 13 | 15.0462 | -2.04619 |
51 | 16 | 15.4647 | 0.535275 |
52 | 14 | 13.5839 | 0.416142 |
53 | 11 | 12.1119 | -1.11185 |
54 | 12 | 13.8013 | -1.80134 |
55 | 12 | 14.4291 | -2.42909 |
56 | 15 | 13.6371 | 1.36287 |
57 | 16 | 14.3287 | 1.67128 |
58 | 15 | 15.5603 | -0.560265 |
59 | 12 | 15.3756 | -3.37563 |
60 | 12 | 13.3941 | -1.3941 |
61 | 8 | 10.8597 | -2.85973 |
62 | 13 | 14.748 | -1.74805 |
63 | 11 | 14.8955 | -3.89553 |
64 | 14 | 13.2946 | 0.705423 |
65 | 15 | 13.7171 | 1.28293 |
66 | 10 | 14.9242 | -4.92424 |
67 | 11 | 12.3685 | -1.36846 |
68 | 12 | 14.0628 | -2.06279 |
69 | 15 | 13.7725 | 1.22751 |
70 | 15 | 13.4897 | 1.51028 |
71 | 14 | 13.7144 | 0.285554 |
72 | 16 | 12.6787 | 3.32132 |
73 | 15 | 14.2527 | 0.747257 |
74 | 15 | 15.094 | -0.0939944 |
75 | 13 | 14.8126 | -1.81258 |
76 | 12 | 11.7573 | 0.242689 |
77 | 17 | 13.9377 | 3.06228 |
78 | 13 | 12.2704 | 0.729565 |
79 | 15 | 13.925 | 1.07502 |
80 | 13 | 14.7925 | -1.79249 |
81 | 15 | 14.8054 | 0.194598 |
82 | 15 | 15.4071 | -0.407085 |
83 | 16 | 14.2668 | 1.73324 |
84 | 15 | 14.2051 | 0.794865 |
85 | 14 | 13.894 | 0.106025 |
86 | 15 | 13.9622 | 1.03775 |
87 | 14 | 14.1646 | -0.164638 |
88 | 13 | 12.602 | 0.397994 |
89 | 7 | 10.4929 | -3.49288 |
90 | 17 | 13.8366 | 3.16342 |
91 | 13 | 12.754 | 0.245998 |
92 | 15 | 14.1238 | 0.87619 |
93 | 14 | 13.2771 | 0.722903 |
94 | 13 | 14.1585 | -1.15854 |
95 | 16 | 14.8128 | 1.18725 |
96 | 12 | 12.7804 | -0.780424 |
97 | 14 | 14.6197 | -0.61974 |
98 | 17 | 14.8647 | 2.13528 |
99 | 15 | 15.0415 | -0.0415213 |
100 | 17 | 15.2082 | 1.79184 |
101 | 12 | 12.8138 | -0.813811 |
102 | 16 | 14.762 | 1.23795 |
103 | 11 | 14.3386 | -3.33864 |
104 | 15 | 12.988 | 2.01204 |
105 | 9 | 11.5717 | -2.57174 |
106 | 16 | 14.7797 | 1.22033 |
107 | 15 | 12.8783 | 2.12168 |
108 | 10 | 12.6671 | -2.66715 |
109 | 10 | 9.18715 | 0.812846 |
110 | 15 | 13.8321 | 1.16795 |
111 | 11 | 13.2155 | -2.21551 |
112 | 13 | 15.124 | -2.12398 |
113 | 14 | 12.0382 | 1.96179 |
114 | 18 | 14.3204 | 3.67964 |
115 | 16 | 15.3906 | 0.609441 |
116 | 14 | 13.1612 | 0.838773 |
117 | 14 | 13.7492 | 0.250784 |
118 | 14 | 15.253 | -1.25298 |
119 | 14 | 13.6853 | 0.314652 |
120 | 12 | 12.6773 | -0.677258 |
121 | 14 | 13.5169 | 0.483144 |
122 | 15 | 15.1769 | -0.17692 |
123 | 15 | 15.9937 | -0.99374 |
124 | 15 | 14.6535 | 0.346523 |
125 | 13 | 14.8558 | -1.85579 |
126 | 17 | 16.1422 | 0.857819 |
127 | 17 | 15.1483 | 1.85174 |
128 | 19 | 14.8254 | 4.17464 |
129 | 15 | 13.8423 | 1.15769 |
130 | 13 | 14.4813 | -1.48131 |
131 | 9 | 11.0317 | -2.03168 |
132 | 15 | 15.0676 | -0.0676176 |
133 | 15 | 12.8166 | 2.1834 |
134 | 15 | 14.4012 | 0.59877 |
135 | 16 | 13.7785 | 2.22146 |
136 | 11 | 9.38449 | 1.61551 |
137 | 14 | 13.301 | 0.699008 |
138 | 11 | 12.2447 | -1.24467 |
139 | 15 | 14.293 | 0.706952 |
140 | 13 | 14.0532 | -1.05321 |
141 | 15 | 14.3644 | 0.635555 |
142 | 16 | 13.7478 | 2.25219 |
143 | 14 | 14.7175 | -0.71754 |
144 | 15 | 14.1423 | 0.857717 |
145 | 16 | 14.9407 | 1.05926 |
146 | 16 | 14.2733 | 1.72672 |
147 | 11 | 13.6289 | -2.62888 |
148 | 12 | 14.6411 | -2.64107 |
149 | 9 | 11.5897 | -2.58969 |
150 | 16 | 14.5508 | 1.44921 |
151 | 13 | 12.7202 | 0.279809 |
152 | 16 | 15.2676 | 0.732388 |
153 | 12 | 14.1384 | -2.13835 |
154 | 9 | 11.8545 | -2.8545 |
155 | 13 | 12.0496 | 0.950436 |
156 | 13 | 12.754 | 0.245998 |
157 | 14 | 13.2775 | 0.722469 |
158 | 19 | 14.8254 | 4.17464 |
159 | 13 | 15.6079 | -2.60788 |
160 | 12 | 12.2581 | -0.258116 |
161 | 13 | 12.6414 | 0.358558 |
162 | 10 | 9.09821 | 0.901793 |
163 | 14 | 13.0835 | 0.91654 |
164 | 16 | 11.2908 | 4.70919 |
165 | 10 | 11.6847 | -1.68466 |
166 | 11 | 9.09216 | 1.90784 |
167 | 14 | 13.9803 | 0.0197366 |
168 | 12 | 12.9954 | -0.99542 |
169 | 9 | 12.7489 | -3.74891 |
170 | 9 | 11.6649 | -2.66494 |
171 | 11 | 10.2388 | 0.761217 |
172 | 16 | 13.9586 | 2.04145 |
173 | 9 | 14.0468 | -5.04676 |
174 | 13 | 11.3472 | 1.6528 |
175 | 16 | 13.4462 | 2.55384 |
176 | 13 | 15.0857 | -2.08571 |
177 | 9 | 12.2035 | -3.20346 |
178 | 12 | 11.3967 | 0.6033 |
179 | 16 | 14.3645 | 1.63548 |
180 | 11 | 13.1497 | -2.14972 |
181 | 14 | 13.8343 | 0.165724 |
182 | 13 | 14.6116 | -1.61158 |
183 | 15 | 14.3374 | 0.662645 |
184 | 14 | 14.8322 | -0.83217 |
185 | 16 | 14.5394 | 1.46063 |
186 | 13 | 11.4099 | 1.59011 |
187 | 14 | 13.1664 | 0.833579 |
188 | 15 | 14.0999 | 0.900115 |
189 | 13 | 12.3385 | 0.6615 |
190 | 11 | 10.0883 | 0.911743 |
191 | 11 | 12.4999 | -1.4999 |
192 | 14 | 14.8163 | -0.816295 |
193 | 15 | 12.3749 | 2.62515 |
194 | 11 | 12.2145 | -1.21447 |
195 | 15 | 13.0449 | 1.95514 |
196 | 12 | 13.9432 | -1.94319 |
197 | 14 | 11.3485 | 2.65145 |
198 | 14 | 13.2262 | 0.773799 |
199 | 8 | 10.9155 | -2.91552 |
200 | 13 | 13.5338 | -0.533795 |
201 | 9 | 11.9018 | -2.90178 |
202 | 15 | 13.5871 | 1.41292 |
203 | 17 | 14.1502 | 2.84982 |
204 | 13 | 12.6733 | 0.326658 |
205 | 15 | 14.111 | 0.889022 |
206 | 15 | 13.576 | 1.42396 |
207 | 14 | 14.2981 | -0.298063 |
208 | 16 | 12.2901 | 3.7099 |
209 | 13 | 13.0513 | -0.0513204 |
210 | 16 | 14.1151 | 1.88495 |
211 | 9 | 11.8352 | -2.83516 |
212 | 16 | 14.813 | 1.18699 |
213 | 11 | 12.1229 | -1.12289 |
214 | 10 | 13.5256 | -3.52562 |
215 | 11 | 11.9323 | -0.932289 |
216 | 15 | 13.1022 | 1.89778 |
217 | 17 | 14.5849 | 2.41506 |
218 | 14 | 14.1716 | -0.171639 |
219 | 8 | 9.79845 | -1.79845 |
220 | 15 | 13.5404 | 1.45965 |
221 | 11 | 13.9882 | -2.98817 |
222 | 16 | 13.4664 | 2.53357 |
223 | 10 | 12.0135 | -2.01345 |
224 | 15 | 14.8473 | 0.152671 |
225 | 9 | 9.46388 | -0.463885 |
226 | 16 | 14.5881 | 1.4119 |
227 | 19 | 13.6666 | 5.33335 |
228 | 12 | 13.4963 | -1.49627 |
229 | 8 | 9.58413 | -1.58413 |
230 | 11 | 13.3919 | -2.39193 |
231 | 14 | 13.599 | 0.400988 |
232 | 9 | 12.314 | -3.31405 |
233 | 15 | 14.421 | 0.578984 |
234 | 13 | 12.1786 | 0.821448 |
235 | 16 | 14.9028 | 1.09716 |
236 | 11 | 13.0076 | -2.00761 |
237 | 12 | 11.9563 | 0.0436542 |
238 | 13 | 12.876 | 0.124026 |
239 | 10 | 14.1687 | -4.16873 |
240 | 11 | 13.6856 | -2.68561 |
241 | 12 | 14.8307 | -2.83069 |
242 | 8 | 10.8203 | -2.82032 |
243 | 12 | 11.6025 | 0.397543 |
244 | 12 | 12.0476 | -0.047599 |
245 | 15 | 13.3643 | 1.63572 |
246 | 11 | 10.71 | 0.290024 |
247 | 13 | 12.6014 | 0.398605 |
248 | 14 | 9.00495 | 4.99505 |
249 | 10 | 10.0921 | -0.0920688 |
250 | 12 | 11.4705 | 0.529471 |
251 | 15 | 12.9063 | 2.09371 |
252 | 13 | 11.9962 | 1.00384 |
253 | 13 | 14.0579 | -1.0579 |
254 | 13 | 13.3989 | -0.398907 |
255 | 12 | 11.9139 | 0.0860735 |
256 | 12 | 12.6321 | -0.632085 |
257 | 9 | 10.6792 | -1.67924 |
258 | 9 | 11.2553 | -2.25532 |
259 | 15 | 12.6463 | 2.35367 |
260 | 10 | 15.3176 | -5.31759 |
261 | 14 | 13.5225 | 0.477471 |
262 | 15 | 13.8474 | 1.15257 |
263 | 7 | 9.86446 | -2.86446 |
264 | 14 | 13.7149 | 0.285056 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
11 | 0.0240453 | 0.0480906 | 0.975955 |
12 | 0.803096 | 0.393808 | 0.196904 |
13 | 0.968021 | 0.0639578 | 0.0319789 |
14 | 0.953637 | 0.0927268 | 0.0463634 |
15 | 0.96812 | 0.0637597 | 0.0318799 |
16 | 0.946738 | 0.106524 | 0.0532622 |
17 | 0.950494 | 0.0990128 | 0.0495064 |
18 | 0.93034 | 0.139319 | 0.0696595 |
19 | 0.898415 | 0.203169 | 0.101585 |
20 | 0.894793 | 0.210414 | 0.105207 |
21 | 0.919283 | 0.161433 | 0.0807166 |
22 | 0.931493 | 0.137014 | 0.0685072 |
23 | 0.91515 | 0.1697 | 0.0848501 |
24 | 0.885288 | 0.229425 | 0.114712 |
25 | 0.859393 | 0.281213 | 0.140607 |
26 | 0.998932 | 0.00213599 | 0.00106799 |
27 | 0.998272 | 0.00345546 | 0.00172773 |
28 | 0.997244 | 0.00551223 | 0.00275612 |
29 | 0.995803 | 0.00839376 | 0.00419688 |
30 | 0.996937 | 0.00612647 | 0.00306323 |
31 | 0.995381 | 0.00923842 | 0.00461921 |
32 | 0.993357 | 0.0132864 | 0.00664319 |
33 | 0.991968 | 0.0160644 | 0.00803222 |
34 | 0.988488 | 0.0230232 | 0.0115116 |
35 | 0.985778 | 0.0284448 | 0.0142224 |
36 | 0.98044 | 0.0391208 | 0.0195604 |
37 | 0.986896 | 0.0262077 | 0.0131039 |
38 | 0.981891 | 0.0362187 | 0.0181094 |
39 | 0.979786 | 0.0404277 | 0.0202139 |
40 | 0.979774 | 0.0404517 | 0.0202258 |
41 | 0.973554 | 0.0528918 | 0.0264459 |
42 | 0.970144 | 0.0597123 | 0.0298562 |
43 | 0.961111 | 0.0777778 | 0.0388889 |
44 | 0.954635 | 0.0907306 | 0.0453653 |
45 | 0.941883 | 0.116234 | 0.0581172 |
46 | 0.959016 | 0.0819681 | 0.0409841 |
47 | 0.947813 | 0.104373 | 0.0521866 |
48 | 0.933887 | 0.132226 | 0.0661129 |
49 | 0.947079 | 0.105841 | 0.0529207 |
50 | 0.947606 | 0.104787 | 0.0523936 |
51 | 0.935112 | 0.129776 | 0.0648881 |
52 | 0.91968 | 0.160639 | 0.0803197 |
53 | 0.912474 | 0.175052 | 0.0875262 |
54 | 0.901328 | 0.197344 | 0.0986722 |
55 | 0.904316 | 0.191367 | 0.0956836 |
56 | 0.890944 | 0.218113 | 0.109056 |
57 | 0.878791 | 0.242418 | 0.121209 |
58 | 0.85564 | 0.288719 | 0.14436 |
59 | 0.891803 | 0.216395 | 0.108197 |
60 | 0.883186 | 0.233628 | 0.116814 |
61 | 0.898794 | 0.202411 | 0.101206 |
62 | 0.898119 | 0.203762 | 0.101881 |
63 | 0.942186 | 0.115628 | 0.0578141 |
64 | 0.932308 | 0.135385 | 0.0676923 |
65 | 0.92467 | 0.150659 | 0.0753297 |
66 | 0.934175 | 0.13165 | 0.0658249 |
67 | 0.933837 | 0.132326 | 0.0661632 |
68 | 0.927413 | 0.145174 | 0.0725868 |
69 | 0.939731 | 0.120538 | 0.060269 |
70 | 0.944661 | 0.110678 | 0.0553392 |
71 | 0.93586 | 0.12828 | 0.06414 |
72 | 0.957362 | 0.0852758 | 0.0426379 |
73 | 0.948862 | 0.102276 | 0.0511379 |
74 | 0.937543 | 0.124913 | 0.0624566 |
75 | 0.930171 | 0.139658 | 0.0698289 |
76 | 0.916088 | 0.167823 | 0.0839117 |
77 | 0.93205 | 0.1359 | 0.0679498 |
78 | 0.920122 | 0.159756 | 0.079878 |
79 | 0.911047 | 0.177906 | 0.0889528 |
80 | 0.903344 | 0.193311 | 0.0966555 |
81 | 0.885652 | 0.228696 | 0.114348 |
82 | 0.866449 | 0.267103 | 0.133551 |
83 | 0.859329 | 0.281342 | 0.140671 |
84 | 0.839937 | 0.320125 | 0.160063 |
85 | 0.815505 | 0.36899 | 0.184495 |
86 | 0.791692 | 0.416617 | 0.208308 |
87 | 0.763459 | 0.473082 | 0.236541 |
88 | 0.733752 | 0.532496 | 0.266248 |
89 | 0.805852 | 0.388297 | 0.194148 |
90 | 0.833033 | 0.333933 | 0.166967 |
91 | 0.809089 | 0.381823 | 0.190911 |
92 | 0.784776 | 0.430447 | 0.215224 |
93 | 0.76086 | 0.47828 | 0.23914 |
94 | 0.740024 | 0.519952 | 0.259976 |
95 | 0.714674 | 0.570651 | 0.285326 |
96 | 0.689447 | 0.621105 | 0.310553 |
97 | 0.659885 | 0.68023 | 0.340115 |
98 | 0.658161 | 0.683678 | 0.341839 |
99 | 0.62392 | 0.752159 | 0.37608 |
100 | 0.610587 | 0.778826 | 0.389413 |
101 | 0.584939 | 0.830123 | 0.415061 |
102 | 0.558622 | 0.882757 | 0.441378 |
103 | 0.607961 | 0.784078 | 0.392039 |
104 | 0.595989 | 0.808023 | 0.404011 |
105 | 0.624323 | 0.751354 | 0.375677 |
106 | 0.599328 | 0.801344 | 0.400672 |
107 | 0.590216 | 0.819568 | 0.409784 |
108 | 0.623699 | 0.752601 | 0.376301 |
109 | 0.592686 | 0.814629 | 0.407314 |
110 | 0.566631 | 0.866738 | 0.433369 |
111 | 0.575112 | 0.849777 | 0.424888 |
112 | 0.595719 | 0.808562 | 0.404281 |
113 | 0.579936 | 0.840128 | 0.420064 |
114 | 0.654705 | 0.69059 | 0.345295 |
115 | 0.624375 | 0.75125 | 0.375625 |
116 | 0.593861 | 0.812277 | 0.406139 |
117 | 0.559327 | 0.881347 | 0.440673 |
118 | 0.538732 | 0.922536 | 0.461268 |
119 | 0.503844 | 0.992313 | 0.496156 |
120 | 0.473528 | 0.947057 | 0.526472 |
121 | 0.444485 | 0.88897 | 0.555515 |
122 | 0.412641 | 0.825281 | 0.587359 |
123 | 0.387995 | 0.77599 | 0.612005 |
124 | 0.356307 | 0.712613 | 0.643693 |
125 | 0.351557 | 0.703114 | 0.648443 |
126 | 0.323162 | 0.646324 | 0.676838 |
127 | 0.311333 | 0.622666 | 0.688667 |
128 | 0.417633 | 0.835266 | 0.582367 |
129 | 0.393077 | 0.786154 | 0.606923 |
130 | 0.379215 | 0.758431 | 0.620785 |
131 | 0.379258 | 0.758515 | 0.620742 |
132 | 0.349931 | 0.699862 | 0.650069 |
133 | 0.359535 | 0.71907 | 0.640465 |
134 | 0.329278 | 0.658556 | 0.670722 |
135 | 0.337979 | 0.675959 | 0.662021 |
136 | 0.328274 | 0.656547 | 0.671726 |
137 | 0.299838 | 0.599675 | 0.700162 |
138 | 0.281739 | 0.563478 | 0.718261 |
139 | 0.254953 | 0.509905 | 0.745047 |
140 | 0.235775 | 0.471551 | 0.764225 |
141 | 0.211001 | 0.422002 | 0.788999 |
142 | 0.217154 | 0.434309 | 0.782846 |
143 | 0.193715 | 0.38743 | 0.806285 |
144 | 0.175203 | 0.350407 | 0.824797 |
145 | 0.159903 | 0.319805 | 0.840097 |
146 | 0.157163 | 0.314325 | 0.842837 |
147 | 0.171054 | 0.342107 | 0.828946 |
148 | 0.186427 | 0.372854 | 0.813573 |
149 | 0.206585 | 0.41317 | 0.793415 |
150 | 0.196798 | 0.393596 | 0.803202 |
151 | 0.175119 | 0.350237 | 0.824881 |
152 | 0.157113 | 0.314225 | 0.842887 |
153 | 0.161777 | 0.323555 | 0.838223 |
154 | 0.192582 | 0.385164 | 0.807418 |
155 | 0.170855 | 0.34171 | 0.829145 |
156 | 0.152561 | 0.305121 | 0.847439 |
157 | 0.132498 | 0.264995 | 0.867502 |
158 | 0.202274 | 0.404548 | 0.797726 |
159 | 0.221255 | 0.44251 | 0.778745 |
160 | 0.197435 | 0.39487 | 0.802565 |
161 | 0.172868 | 0.345735 | 0.827132 |
162 | 0.152411 | 0.304822 | 0.847589 |
163 | 0.134322 | 0.268644 | 0.865678 |
164 | 0.240612 | 0.481223 | 0.759388 |
165 | 0.235574 | 0.471147 | 0.764426 |
166 | 0.226624 | 0.453247 | 0.773376 |
167 | 0.200329 | 0.400659 | 0.799671 |
168 | 0.183602 | 0.367204 | 0.816398 |
169 | 0.244641 | 0.489281 | 0.755359 |
170 | 0.263776 | 0.527552 | 0.736224 |
171 | 0.239559 | 0.479118 | 0.760441 |
172 | 0.238252 | 0.476505 | 0.761748 |
173 | 0.403282 | 0.806565 | 0.596718 |
174 | 0.386699 | 0.773398 | 0.613301 |
175 | 0.402467 | 0.804934 | 0.597533 |
176 | 0.406994 | 0.813987 | 0.593006 |
177 | 0.458115 | 0.916229 | 0.541885 |
178 | 0.42431 | 0.848621 | 0.57569 |
179 | 0.406136 | 0.812272 | 0.593864 |
180 | 0.406585 | 0.813171 | 0.593415 |
181 | 0.369551 | 0.739102 | 0.630449 |
182 | 0.358547 | 0.717094 | 0.641453 |
183 | 0.324927 | 0.649855 | 0.675073 |
184 | 0.296779 | 0.593559 | 0.703221 |
185 | 0.282585 | 0.565171 | 0.717415 |
186 | 0.278403 | 0.556807 | 0.721597 |
187 | 0.252114 | 0.504228 | 0.747886 |
188 | 0.22979 | 0.45958 | 0.77021 |
189 | 0.202267 | 0.404535 | 0.797733 |
190 | 0.183518 | 0.367036 | 0.816482 |
191 | 0.192488 | 0.384977 | 0.807512 |
192 | 0.173363 | 0.346725 | 0.826637 |
193 | 0.204104 | 0.408209 | 0.795896 |
194 | 0.186188 | 0.372377 | 0.813812 |
195 | 0.185012 | 0.370024 | 0.814988 |
196 | 0.190873 | 0.381746 | 0.809127 |
197 | 0.25421 | 0.508419 | 0.74579 |
198 | 0.238005 | 0.476011 | 0.761995 |
199 | 0.26108 | 0.522159 | 0.73892 |
200 | 0.228911 | 0.457823 | 0.771089 |
201 | 0.25306 | 0.50612 | 0.74694 |
202 | 0.233026 | 0.466052 | 0.766974 |
203 | 0.276155 | 0.552309 | 0.723845 |
204 | 0.247241 | 0.494481 | 0.752759 |
205 | 0.220743 | 0.441487 | 0.779257 |
206 | 0.203911 | 0.407822 | 0.796089 |
207 | 0.174782 | 0.349564 | 0.825218 |
208 | 0.201747 | 0.403495 | 0.798253 |
209 | 0.171755 | 0.34351 | 0.828245 |
210 | 0.192952 | 0.385904 | 0.807048 |
211 | 0.227839 | 0.455678 | 0.772161 |
212 | 0.207538 | 0.415075 | 0.792462 |
213 | 0.181078 | 0.362156 | 0.818922 |
214 | 0.210317 | 0.420635 | 0.789683 |
215 | 0.182632 | 0.365264 | 0.817368 |
216 | 0.174281 | 0.348561 | 0.825719 |
217 | 0.220661 | 0.441323 | 0.779339 |
218 | 0.192926 | 0.385852 | 0.807074 |
219 | 0.175879 | 0.351759 | 0.824121 |
220 | 0.185925 | 0.371851 | 0.814075 |
221 | 0.19647 | 0.39294 | 0.80353 |
222 | 0.199612 | 0.399224 | 0.800388 |
223 | 0.181856 | 0.363712 | 0.818144 |
224 | 0.150875 | 0.301751 | 0.849125 |
225 | 0.138903 | 0.277806 | 0.861097 |
226 | 0.153572 | 0.307144 | 0.846428 |
227 | 0.332193 | 0.664386 | 0.667807 |
228 | 0.311789 | 0.623577 | 0.688211 |
229 | 0.287074 | 0.574147 | 0.712926 |
230 | 0.275364 | 0.550728 | 0.724636 |
231 | 0.239701 | 0.479403 | 0.760299 |
232 | 0.294243 | 0.588487 | 0.705757 |
233 | 0.252465 | 0.504929 | 0.747535 |
234 | 0.212131 | 0.424262 | 0.787869 |
235 | 0.211672 | 0.423343 | 0.788328 |
236 | 0.187291 | 0.374581 | 0.812709 |
237 | 0.155951 | 0.311902 | 0.844049 |
238 | 0.121351 | 0.242701 | 0.878649 |
239 | 0.225515 | 0.45103 | 0.774485 |
240 | 0.222677 | 0.445354 | 0.777323 |
241 | 0.193598 | 0.387196 | 0.806402 |
242 | 0.396114 | 0.792228 | 0.603886 |
243 | 0.350632 | 0.701264 | 0.649368 |
244 | 0.285749 | 0.571497 | 0.714251 |
245 | 0.39344 | 0.786879 | 0.60656 |
246 | 0.315119 | 0.630238 | 0.684881 |
247 | 0.240298 | 0.480596 | 0.759702 |
248 | 0.405805 | 0.811611 | 0.594195 |
249 | 0.314374 | 0.628747 | 0.685626 |
250 | 0.225937 | 0.451874 | 0.774063 |
251 | 0.352395 | 0.704791 | 0.647605 |
252 | 0.790364 | 0.419273 | 0.209636 |
253 | 0.665696 | 0.668609 | 0.334304 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 6 | 0.0246914 | NOK |
5% type I error level | 16 | 0.0658436 | NOK |
10% type I error level | 26 | 0.106996 | NOK |