Multiple Linear Regression - Estimated Regression Equation |
Depression[t] = + 27.1753 -0.0428722Connected[t] + 0.00280187Separate[t] -0.0982843Learning[t] -0.0347295Software[t] -0.771941Happiness[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) | 27.1753 | 2.02493 | 13.42 | 1.6657e-31 | 8.32849e-32 |
Connected | -0.0428722 | 0.0519817 | -0.8248 | 0.410272 | 0.205136 |
Separate | 0.00280187 | 0.053548 | 0.05232 | 0.958311 | 0.479155 |
Learning | -0.0982843 | 0.0934282 | -1.052 | 0.293794 | 0.146897 |
Software | -0.0347295 | 0.0962376 | -0.3609 | 0.718491 | 0.359245 |
Happiness | -0.771941 | 0.0722537 | -10.68 | 2.66713e-22 | 1.33357e-22 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.591636 |
R-squared | 0.350033 |
Adjusted R-squared | 0.337437 |
F-TEST (value) | 27.7886 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 258 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.82415 |
Sum Squared Residuals | 2057.77 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 12 | 13.0223 | -1.02234 |
2 | 11 | 9.74339 | 1.25661 |
3 | 14 | 15.1075 | -1.10746 |
4 | 12 | 14.9927 | -2.99274 |
5 | 21 | 11.6427 | 9.35725 |
6 | 12 | 10.2361 | 1.76395 |
7 | 22 | 12.4988 | 9.50123 |
8 | 11 | 13.0508 | -2.05082 |
9 | 10 | 12.3581 | -2.35807 |
10 | 13 | 12.3295 | 0.670491 |
11 | 10 | 10.5901 | -0.590127 |
12 | 8 | 9.07094 | -1.07094 |
13 | 15 | 15.9355 | -0.935465 |
14 | 14 | 11.3041 | 2.69592 |
15 | 10 | 9.77743 | 0.222574 |
16 | 14 | 13.1976 | 0.802387 |
17 | 14 | 13.0928 | 0.907219 |
18 | 11 | 10.1471 | 0.852856 |
19 | 10 | 12.6514 | -2.65139 |
20 | 13 | 11.5526 | 1.44736 |
21 | 9.5 | 10.0463 | -0.546293 |
22 | 14 | 15.4524 | -1.45242 |
23 | 12 | 12.4837 | -0.483651 |
24 | 14 | 14.4804 | -0.480391 |
25 | 11 | 10.3823 | 0.617687 |
26 | 9 | 16.4374 | -7.43737 |
27 | 11 | 11.459 | -0.45902 |
28 | 15 | 13.0965 | 1.90351 |
29 | 14 | 12.2845 | 1.71548 |
30 | 13 | 15.5954 | -2.59544 |
31 | 9 | 11.691 | -2.691 |
32 | 15 | 14.6149 | 0.385116 |
33 | 10 | 10.8296 | -0.829568 |
34 | 11 | 12.2529 | -1.25285 |
35 | 13 | 13.2017 | -0.201747 |
36 | 8 | 12.3188 | -4.3188 |
37 | 20 | 17.7759 | 2.22406 |
38 | 12 | 12.3525 | -0.352467 |
39 | 10 | 10.976 | -0.975977 |
40 | 10 | 13.8121 | -3.81211 |
41 | 9 | 12.1797 | -3.17968 |
42 | 14 | 11.6663 | 2.33373 |
43 | 8 | 10.7981 | -2.79809 |
44 | 14 | 14.7806 | -0.780622 |
45 | 11 | 12.3222 | -1.32217 |
46 | 13 | 15.6978 | -2.69782 |
47 | 9 | 12.2488 | -3.2488 |
48 | 11 | 12.4203 | -1.42033 |
49 | 15 | 10.6608 | 4.33925 |
50 | 11 | 13.8078 | -2.8078 |
51 | 10 | 11.5 | -1.5 |
52 | 14 | 13.357 | 0.643049 |
53 | 18 | 15.8083 | 2.19171 |
54 | 14 | 14.5367 | -0.536747 |
55 | 11 | 15.5715 | -4.57151 |
56 | 14.5 | 12.5236 | 1.97642 |
57 | 13 | 11.2581 | 1.74186 |
58 | 9 | 12.4588 | -3.45881 |
59 | 10 | 14.5703 | -4.57027 |
60 | 15 | 14.5869 | 0.413144 |
61 | 20 | 18.3695 | 1.6305 |
62 | 12 | 13.6168 | -1.61684 |
63 | 12 | 15.2656 | -3.26555 |
64 | 14 | 13.3791 | 0.620897 |
65 | 13 | 12.236 | 0.763961 |
66 | 11 | 15.9367 | -4.93667 |
67 | 17 | 14.9832 | 2.01676 |
68 | 12 | 14.5503 | -2.55031 |
69 | 13 | 12.44 | 0.559968 |
70 | 14 | 12.21 | 1.79002 |
71 | 13 | 13.5791 | -0.579125 |
72 | 15 | 11.8436 | 3.15637 |
73 | 13 | 11.9924 | 1.00757 |
74 | 10 | 11.8265 | -1.82654 |
75 | 11 | 13.7687 | -2.76871 |
76 | 19 | 14.3406 | 4.6594 |
77 | 13 | 10.5456 | 2.45438 |
78 | 17 | 13.8147 | 3.18535 |
79 | 13 | 12.7881 | 0.211875 |
80 | 9 | 13.6401 | -4.6401 |
81 | 11 | 12.2929 | -1.29292 |
82 | 9 | 12.21 | -3.20998 |
83 | 12 | 11.4394 | 0.56063 |
84 | 12 | 12.4632 | -0.463203 |
85 | 13 | 13.1203 | -0.120312 |
86 | 13 | 12.3877 | 0.612277 |
87 | 12 | 13.0593 | -1.05926 |
88 | 15 | 13.9971 | 1.00292 |
89 | 22 | 18.5583 | 3.44167 |
90 | 13 | 11.3321 | 1.66789 |
91 | 15 | 13.4945 | 1.50549 |
92 | 13 | 12.2212 | 0.778814 |
93 | 15 | 13.1836 | 1.8164 |
94 | 12.5 | 14.2863 | -1.78633 |
95 | 11 | 11.3332 | -0.333205 |
96 | 16 | 14.3997 | 1.60028 |
97 | 11 | 13.0693 | -2.0693 |
98 | 11 | 10.5719 | 0.428054 |
99 | 10 | 12.6018 | -2.60182 |
100 | 10 | 10.4652 | -0.465218 |
101 | 16 | 14.4692 | 1.53082 |
102 | 12 | 10.8978 | 1.10216 |
103 | 11 | 15.5342 | -4.53416 |
104 | 16 | 12.3361 | 3.66394 |
105 | 19 | 16.9081 | 2.09189 |
106 | 11 | 11.2055 | -0.205533 |
107 | 16 | 11.9583 | 4.04165 |
108 | 15 | 16.0559 | -1.05594 |
109 | 24 | 16.3075 | 7.6925 |
110 | 14 | 12.4159 | 1.58407 |
111 | 15 | 15.3886 | -0.388566 |
112 | 11 | 13.8301 | -2.83013 |
113 | 15 | 13.4289 | 1.57109 |
114 | 12 | 10.2626 | 1.7374 |
115 | 10 | 11.107 | -1.10699 |
116 | 14 | 13.2379 | 0.762091 |
117 | 13 | 13.3687 | -0.368684 |
118 | 9 | 13.3916 | -4.39164 |
119 | 15 | 12.8505 | 2.1495 |
120 | 15 | 14.9411 | 0.058871 |
121 | 14 | 13.0907 | 0.90934 |
122 | 11 | 12.3818 | -1.38182 |
123 | 8 | 12.0576 | -4.05758 |
124 | 11 | 12.2138 | -1.21385 |
125 | 11 | 13.81 | -2.80995 |
126 | 8 | 10.6483 | -2.64834 |
127 | 10 | 10.2223 | -0.222295 |
128 | 11 | 9.40763 | 1.59237 |
129 | 13 | 12.6266 | 0.373362 |
130 | 11 | 13.9407 | -2.94073 |
131 | 20 | 17.7522 | 2.24784 |
132 | 10 | 12.1345 | -2.13454 |
133 | 15 | 12.9612 | 2.03879 |
134 | 12 | 12.3236 | -0.323605 |
135 | 14 | 11.6425 | 2.35748 |
136 | 23 | 15.9549 | 7.04514 |
137 | 14 | 13.1522 | 0.847798 |
138 | 16 | 16.0674 | -0.0673811 |
139 | 11 | 12.7336 | -1.73363 |
140 | 12 | 14.5154 | -2.51536 |
141 | 10 | 12.4691 | -2.46911 |
142 | 14 | 11.8549 | 2.14513 |
143 | 12 | 12.9882 | -0.988204 |
144 | 12 | 12.377 | -0.37697 |
145 | 11 | 11.9355 | -0.935489 |
146 | 12 | 11.3073 | 0.692663 |
147 | 13 | 15.5469 | -2.54692 |
148 | 11 | 14.6376 | -3.63761 |
149 | 19 | 17.2267 | 1.77334 |
150 | 12 | 12.0784 | -0.0783773 |
151 | 17 | 13.5173 | 3.48269 |
152 | 9 | 11.5879 | -2.5879 |
153 | 12 | 14.7398 | -2.73978 |
154 | 19 | 17.0401 | 1.95991 |
155 | 18 | 14.5514 | 3.44858 |
156 | 15 | 13.4945 | 1.50549 |
157 | 14 | 13.6138 | 0.386234 |
158 | 11 | 9.40763 | 1.59237 |
159 | 9 | 13.8175 | -4.81745 |
160 | 18 | 15.1893 | 2.81072 |
161 | 16 | 14.2277 | 1.7723 |
162 | 24 | 16.7462 | 7.25385 |
163 | 14 | 13.6546 | 0.345357 |
164 | 20 | 11.1305 | 8.86953 |
165 | 18 | 16.2859 | 1.7141 |
166 | 23 | 16.4783 | 6.52165 |
167 | 12 | 13.4164 | -1.41637 |
168 | 14 | 15.3695 | -1.36945 |
169 | 16 | 17.1822 | -1.18215 |
170 | 18 | 17.1846 | 0.815396 |
171 | 20 | 15.8314 | 4.16857 |
172 | 12 | 11.3952 | 0.604835 |
173 | 12 | 17.0414 | -5.04139 |
174 | 17 | 14.8391 | 2.16089 |
175 | 13 | 11.7631 | 1.23691 |
176 | 9 | 14.0099 | -5.00989 |
177 | 16 | 17.2767 | -1.27673 |
178 | 18 | 15.2179 | 2.78212 |
179 | 10 | 11.8587 | -1.85874 |
180 | 14 | 15.6665 | -1.66645 |
181 | 11 | 12.9362 | -1.93625 |
182 | 9 | 14.434 | -5.43405 |
183 | 11 | 11.9796 | -0.979624 |
184 | 10 | 12.9376 | -2.93758 |
185 | 11 | 12.7564 | -1.75643 |
186 | 19 | 13.8797 | 5.12032 |
187 | 14 | 12.8671 | 1.13291 |
188 | 12 | 12.5885 | -0.588463 |
189 | 14 | 14.6938 | -0.693818 |
190 | 21 | 16.1581 | 4.84191 |
191 | 13 | 15.6201 | -2.62013 |
192 | 10 | 12.8617 | -2.86171 |
193 | 15 | 13.0331 | 1.96691 |
194 | 16 | 15.3325 | 0.667527 |
195 | 14 | 12.6889 | 1.3111 |
196 | 12 | 14.5411 | -2.54114 |
197 | 19 | 13.1122 | 5.88783 |
198 | 15 | 13.0677 | 1.93234 |
199 | 19 | 17.9889 | 1.01114 |
200 | 13 | 14.1257 | -1.1257 |
201 | 17 | 17.0364 | -0.036374 |
202 | 12 | 12.928 | -0.927987 |
203 | 11 | 11.2878 | -0.287767 |
204 | 14 | 14.1759 | -0.175861 |
205 | 11 | 12.5245 | -1.52452 |
206 | 13 | 12.3831 | 0.616938 |
207 | 12 | 13.0166 | -1.01665 |
208 | 15 | 11.4352 | 3.56476 |
209 | 14 | 14.2607 | -0.260662 |
210 | 12 | 11.6374 | 0.362555 |
211 | 17 | 17.2664 | -0.266428 |
212 | 11 | 11.5936 | -0.593554 |
213 | 18 | 15.565 | 2.43502 |
214 | 13 | 16.5072 | -3.50724 |
215 | 17 | 15.2921 | 1.70786 |
216 | 13 | 12.7425 | 0.257511 |
217 | 11 | 10.6827 | 0.317318 |
218 | 12 | 13.0681 | -1.06805 |
219 | 22 | 17.9989 | 4.00114 |
220 | 14 | 12.271 | 1.72901 |
221 | 12 | 15.5814 | -3.58139 |
222 | 12 | 11.5726 | 0.427354 |
223 | 17 | 16.2397 | 0.760296 |
224 | 9 | 12.8648 | -3.86478 |
225 | 21 | 17.2807 | 3.71926 |
226 | 10 | 12.5585 | -2.5585 |
227 | 11 | 9.54572 | 1.45428 |
228 | 12 | 14.9039 | -2.9039 |
229 | 23 | 18.2408 | 4.75916 |
230 | 13 | 15.8323 | -2.83234 |
231 | 12 | 13.5084 | -1.50841 |
232 | 16 | 17.5893 | -1.58934 |
233 | 9 | 12.5386 | -3.53857 |
234 | 17 | 13.2194 | 3.78061 |
235 | 9 | 11.8312 | -2.83121 |
236 | 14 | 15.7989 | -1.79894 |
237 | 17 | 15.8082 | 1.19177 |
238 | 13 | 13.9778 | -0.977823 |
239 | 11 | 16.3101 | -5.31011 |
240 | 12 | 15.9557 | -3.95574 |
241 | 10 | 15.3868 | -5.38683 |
242 | 19 | 18.0358 | 0.96417 |
243 | 16 | 15.703 | 0.297038 |
244 | 16 | 15.0178 | 0.982176 |
245 | 14 | 12.2752 | 1.72483 |
246 | 20 | 16.0814 | 3.91857 |
247 | 15 | 14.1776 | 0.822369 |
248 | 23 | 13.6189 | 9.38107 |
249 | 20 | 17.2429 | 2.75714 |
250 | 16 | 15.5757 | 0.424294 |
251 | 14 | 13.0381 | 0.96187 |
252 | 17 | 14.5889 | 2.41105 |
253 | 11 | 14.3041 | -3.3041 |
254 | 13 | 13.9298 | -0.929784 |
255 | 17 | 14.8914 | 2.10855 |
256 | 15 | 14.7888 | 0.211235 |
257 | 21 | 16.8416 | 4.15837 |
258 | 18 | 17.3346 | 0.665408 |
259 | 15 | 12.4454 | 2.55459 |
260 | 8 | 17.542 | -9.54205 |
261 | 12 | 13.4383 | -1.4383 |
262 | 12 | 12.7471 | -0.747074 |
263 | 22 | 18.8334 | 3.16659 |
264 | 12 | 13.5259 | -1.5259 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
9 | 0.998635 | 0.00272968 | 0.00136484 |
10 | 0.997144 | 0.00571287 | 0.00285644 |
11 | 0.997435 | 0.00513002 | 0.00256501 |
12 | 0.998244 | 0.00351253 | 0.00175626 |
13 | 0.996631 | 0.00673843 | 0.00336921 |
14 | 0.993842 | 0.0123157 | 0.00615785 |
15 | 0.990815 | 0.0183699 | 0.00918494 |
16 | 0.985216 | 0.0295683 | 0.0147842 |
17 | 0.976053 | 0.0478939 | 0.0239469 |
18 | 0.966909 | 0.0661822 | 0.0330911 |
19 | 0.966805 | 0.0663894 | 0.0331947 |
20 | 0.951365 | 0.0972696 | 0.0486348 |
21 | 0.933269 | 0.133462 | 0.0667308 |
22 | 0.913203 | 0.173594 | 0.0867969 |
23 | 0.889315 | 0.22137 | 0.110685 |
24 | 0.855756 | 0.288488 | 0.144244 |
25 | 0.828117 | 0.343766 | 0.171883 |
26 | 0.9416 | 0.1168 | 0.0584 |
27 | 0.923304 | 0.153392 | 0.0766961 |
28 | 0.906914 | 0.186172 | 0.0930858 |
29 | 0.884361 | 0.231279 | 0.115639 |
30 | 0.858275 | 0.28345 | 0.141725 |
31 | 0.867866 | 0.264267 | 0.132134 |
32 | 0.84329 | 0.313421 | 0.15671 |
33 | 0.814621 | 0.370758 | 0.185379 |
34 | 0.787655 | 0.42469 | 0.212345 |
35 | 0.745426 | 0.509147 | 0.254574 |
36 | 0.767087 | 0.465826 | 0.232913 |
37 | 0.823115 | 0.353771 | 0.176885 |
38 | 0.787622 | 0.424757 | 0.212378 |
39 | 0.758287 | 0.483427 | 0.241713 |
40 | 0.761894 | 0.476212 | 0.238106 |
41 | 0.755453 | 0.489095 | 0.244547 |
42 | 0.731878 | 0.536243 | 0.268122 |
43 | 0.740896 | 0.518209 | 0.259104 |
44 | 0.700645 | 0.59871 | 0.299355 |
45 | 0.659105 | 0.681791 | 0.340895 |
46 | 0.637771 | 0.724458 | 0.362229 |
47 | 0.655873 | 0.688254 | 0.344127 |
48 | 0.620628 | 0.758744 | 0.379372 |
49 | 0.660874 | 0.678251 | 0.339126 |
50 | 0.636628 | 0.726745 | 0.363372 |
51 | 0.622212 | 0.755577 | 0.377788 |
52 | 0.585449 | 0.829103 | 0.414551 |
53 | 0.593095 | 0.81381 | 0.406905 |
54 | 0.548696 | 0.902607 | 0.451304 |
55 | 0.560424 | 0.879152 | 0.439576 |
56 | 0.563156 | 0.873688 | 0.436844 |
57 | 0.536683 | 0.926635 | 0.463317 |
58 | 0.564577 | 0.870846 | 0.435423 |
59 | 0.594951 | 0.810098 | 0.405049 |
60 | 0.565201 | 0.869598 | 0.434799 |
61 | 0.591721 | 0.816559 | 0.408279 |
62 | 0.555884 | 0.888232 | 0.444116 |
63 | 0.547576 | 0.904847 | 0.452424 |
64 | 0.508999 | 0.982001 | 0.491001 |
65 | 0.470465 | 0.94093 | 0.529535 |
66 | 0.508066 | 0.983867 | 0.491934 |
67 | 0.514917 | 0.970165 | 0.485083 |
68 | 0.497046 | 0.994092 | 0.502954 |
69 | 0.458868 | 0.917736 | 0.541132 |
70 | 0.435872 | 0.871743 | 0.564128 |
71 | 0.396173 | 0.792347 | 0.603827 |
72 | 0.396899 | 0.793799 | 0.603101 |
73 | 0.361275 | 0.72255 | 0.638725 |
74 | 0.340763 | 0.681527 | 0.659237 |
75 | 0.326903 | 0.653805 | 0.673097 |
76 | 0.441959 | 0.883919 | 0.558041 |
77 | 0.425768 | 0.851536 | 0.574232 |
78 | 0.450384 | 0.900768 | 0.549616 |
79 | 0.411735 | 0.823469 | 0.588265 |
80 | 0.45656 | 0.913121 | 0.54344 |
81 | 0.42715 | 0.854301 | 0.57285 |
82 | 0.439827 | 0.879655 | 0.560173 |
83 | 0.403131 | 0.806263 | 0.596869 |
84 | 0.36699 | 0.733979 | 0.63301 |
85 | 0.331385 | 0.66277 | 0.668615 |
86 | 0.29857 | 0.59714 | 0.70143 |
87 | 0.269275 | 0.538551 | 0.730725 |
88 | 0.245541 | 0.491083 | 0.754459 |
89 | 0.308984 | 0.617968 | 0.691016 |
90 | 0.285102 | 0.570203 | 0.714898 |
91 | 0.26819 | 0.536381 | 0.73181 |
92 | 0.239617 | 0.479234 | 0.760383 |
93 | 0.225116 | 0.450231 | 0.774884 |
94 | 0.206315 | 0.41263 | 0.793685 |
95 | 0.180873 | 0.361746 | 0.819127 |
96 | 0.16952 | 0.33904 | 0.83048 |
97 | 0.157473 | 0.314945 | 0.842527 |
98 | 0.136138 | 0.272276 | 0.863862 |
99 | 0.133309 | 0.266619 | 0.866691 |
100 | 0.115294 | 0.230589 | 0.884706 |
101 | 0.106182 | 0.212363 | 0.893818 |
102 | 0.0914001 | 0.1828 | 0.9086 |
103 | 0.110952 | 0.221904 | 0.889048 |
104 | 0.122174 | 0.244347 | 0.877826 |
105 | 0.125536 | 0.251071 | 0.874464 |
106 | 0.107731 | 0.215462 | 0.892269 |
107 | 0.124905 | 0.249811 | 0.875095 |
108 | 0.108989 | 0.217977 | 0.891011 |
109 | 0.251141 | 0.502281 | 0.748859 |
110 | 0.233881 | 0.467763 | 0.766119 |
111 | 0.208382 | 0.416763 | 0.791618 |
112 | 0.212304 | 0.424609 | 0.787696 |
113 | 0.196431 | 0.392862 | 0.803569 |
114 | 0.180206 | 0.360412 | 0.819794 |
115 | 0.160817 | 0.321634 | 0.839183 |
116 | 0.141314 | 0.282628 | 0.858686 |
117 | 0.123494 | 0.246987 | 0.876506 |
118 | 0.150832 | 0.301663 | 0.849168 |
119 | 0.141107 | 0.282215 | 0.858893 |
120 | 0.121956 | 0.243911 | 0.878044 |
121 | 0.109812 | 0.219624 | 0.890188 |
122 | 0.0992671 | 0.198534 | 0.900733 |
123 | 0.119355 | 0.23871 | 0.880645 |
124 | 0.105333 | 0.210666 | 0.894667 |
125 | 0.103645 | 0.20729 | 0.896355 |
126 | 0.103994 | 0.207988 | 0.896006 |
127 | 0.0900708 | 0.180142 | 0.909929 |
128 | 0.0804302 | 0.16086 | 0.91957 |
129 | 0.0681789 | 0.136358 | 0.931821 |
130 | 0.068691 | 0.137382 | 0.931309 |
131 | 0.067838 | 0.135676 | 0.932162 |
132 | 0.0641364 | 0.128273 | 0.935864 |
133 | 0.0600512 | 0.120102 | 0.939949 |
134 | 0.0503968 | 0.100794 | 0.949603 |
135 | 0.0479731 | 0.0959463 | 0.952027 |
136 | 0.118737 | 0.237474 | 0.881263 |
137 | 0.103257 | 0.206515 | 0.896743 |
138 | 0.0880936 | 0.176187 | 0.911906 |
139 | 0.0799913 | 0.159983 | 0.920009 |
140 | 0.0769262 | 0.153852 | 0.923074 |
141 | 0.0737626 | 0.147525 | 0.926237 |
142 | 0.0687445 | 0.137489 | 0.931255 |
143 | 0.059136 | 0.118272 | 0.940864 |
144 | 0.0498576 | 0.0997151 | 0.950142 |
145 | 0.0424517 | 0.0849034 | 0.957548 |
146 | 0.0353577 | 0.0707154 | 0.964642 |
147 | 0.0339663 | 0.0679327 | 0.966034 |
148 | 0.0393897 | 0.0787793 | 0.96061 |
149 | 0.0352772 | 0.0705544 | 0.964723 |
150 | 0.0290809 | 0.0581618 | 0.970919 |
151 | 0.0314449 | 0.0628898 | 0.968555 |
152 | 0.0302615 | 0.060523 | 0.969738 |
153 | 0.0294888 | 0.0589775 | 0.970511 |
154 | 0.0265714 | 0.0531428 | 0.973429 |
155 | 0.0293605 | 0.0587211 | 0.970639 |
156 | 0.0249793 | 0.0499585 | 0.975021 |
157 | 0.0202828 | 0.0405657 | 0.979717 |
158 | 0.0174109 | 0.0348217 | 0.982589 |
159 | 0.0271469 | 0.0542939 | 0.972853 |
160 | 0.0276495 | 0.055299 | 0.972351 |
161 | 0.0244101 | 0.0488201 | 0.97559 |
162 | 0.0659024 | 0.131805 | 0.934098 |
163 | 0.0550763 | 0.110153 | 0.944924 |
164 | 0.196731 | 0.393463 | 0.803269 |
165 | 0.180426 | 0.360853 | 0.819574 |
166 | 0.303782 | 0.607564 | 0.696218 |
167 | 0.279589 | 0.559179 | 0.720411 |
168 | 0.256534 | 0.513068 | 0.743466 |
169 | 0.232334 | 0.464668 | 0.767666 |
170 | 0.207191 | 0.414382 | 0.792809 |
171 | 0.234257 | 0.468513 | 0.765743 |
172 | 0.207545 | 0.41509 | 0.792455 |
173 | 0.275986 | 0.551971 | 0.724014 |
174 | 0.268495 | 0.53699 | 0.731505 |
175 | 0.245386 | 0.490772 | 0.754614 |
176 | 0.315935 | 0.631871 | 0.684065 |
177 | 0.291637 | 0.583274 | 0.708363 |
178 | 0.292319 | 0.584638 | 0.707681 |
179 | 0.272477 | 0.544954 | 0.727523 |
180 | 0.254116 | 0.508231 | 0.745884 |
181 | 0.242687 | 0.485374 | 0.757313 |
182 | 0.324696 | 0.649393 | 0.675304 |
183 | 0.299299 | 0.598598 | 0.700701 |
184 | 0.313013 | 0.626026 | 0.686987 |
185 | 0.289382 | 0.578764 | 0.710618 |
186 | 0.355665 | 0.711329 | 0.644335 |
187 | 0.322087 | 0.644173 | 0.677913 |
188 | 0.290625 | 0.581249 | 0.709375 |
189 | 0.258929 | 0.517857 | 0.741071 |
190 | 0.337681 | 0.675362 | 0.662319 |
191 | 0.333693 | 0.667386 | 0.666307 |
192 | 0.351499 | 0.702997 | 0.648501 |
193 | 0.350998 | 0.701996 | 0.649002 |
194 | 0.315355 | 0.63071 | 0.684645 |
195 | 0.288276 | 0.576552 | 0.711724 |
196 | 0.30166 | 0.603321 | 0.69834 |
197 | 0.413745 | 0.827489 | 0.586255 |
198 | 0.384883 | 0.769767 | 0.615117 |
199 | 0.347852 | 0.695705 | 0.652148 |
200 | 0.317116 | 0.634233 | 0.682884 |
201 | 0.284696 | 0.569391 | 0.715304 |
202 | 0.252005 | 0.50401 | 0.747995 |
203 | 0.220432 | 0.440864 | 0.779568 |
204 | 0.191622 | 0.383244 | 0.808378 |
205 | 0.16895 | 0.3379 | 0.83105 |
206 | 0.143518 | 0.287037 | 0.856482 |
207 | 0.126697 | 0.253394 | 0.873303 |
208 | 0.129764 | 0.259528 | 0.870236 |
209 | 0.108273 | 0.216545 | 0.891727 |
210 | 0.0894589 | 0.178918 | 0.910541 |
211 | 0.0757677 | 0.151535 | 0.924232 |
212 | 0.0633336 | 0.126667 | 0.936666 |
213 | 0.0558444 | 0.111689 | 0.944156 |
214 | 0.0612384 | 0.122477 | 0.938762 |
215 | 0.0498909 | 0.0997817 | 0.950109 |
216 | 0.0396381 | 0.0792761 | 0.960362 |
217 | 0.0307724 | 0.0615448 | 0.969228 |
218 | 0.0252813 | 0.0505627 | 0.974719 |
219 | 0.0279123 | 0.0558246 | 0.972088 |
220 | 0.0222469 | 0.0444939 | 0.977753 |
221 | 0.0312001 | 0.0624003 | 0.9688 |
222 | 0.023645 | 0.0472901 | 0.976355 |
223 | 0.0179834 | 0.0359669 | 0.982017 |
224 | 0.019868 | 0.039736 | 0.980132 |
225 | 0.0216165 | 0.043233 | 0.978384 |
226 | 0.0172453 | 0.0344905 | 0.982755 |
227 | 0.0138569 | 0.0277139 | 0.986143 |
228 | 0.0133278 | 0.0266556 | 0.986672 |
229 | 0.0189408 | 0.0378815 | 0.981059 |
230 | 0.0179983 | 0.0359966 | 0.982002 |
231 | 0.0132937 | 0.0265874 | 0.986706 |
232 | 0.0107687 | 0.0215374 | 0.989231 |
233 | 0.0104559 | 0.0209118 | 0.989544 |
234 | 0.00861548 | 0.017231 | 0.991385 |
235 | 0.00897772 | 0.0179554 | 0.991022 |
236 | 0.00732488 | 0.0146498 | 0.992675 |
237 | 0.00578109 | 0.0115622 | 0.994219 |
238 | 0.00464556 | 0.00929112 | 0.995354 |
239 | 0.022439 | 0.044878 | 0.977561 |
240 | 0.0302544 | 0.0605088 | 0.969746 |
241 | 0.0554987 | 0.110997 | 0.944501 |
242 | 0.0427957 | 0.0855915 | 0.957204 |
243 | 0.0402677 | 0.0805355 | 0.959732 |
244 | 0.0312603 | 0.0625206 | 0.96874 |
245 | 0.0206899 | 0.0413797 | 0.97931 |
246 | 0.0327319 | 0.0654639 | 0.967268 |
247 | 0.0219495 | 0.043899 | 0.97805 |
248 | 0.312674 | 0.625348 | 0.687326 |
249 | 0.324521 | 0.649043 | 0.675479 |
250 | 0.377801 | 0.755603 | 0.622199 |
251 | 0.451637 | 0.903274 | 0.548363 |
252 | 0.928441 | 0.143119 | 0.0715594 |
253 | 0.876883 | 0.246233 | 0.123117 |
254 | 0.959293 | 0.0814146 | 0.0407073 |
255 | 0.932398 | 0.135204 | 0.0676018 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 6 | 0.0242915 | NOK |
5% type I error level | 34 | 0.137652 | NOK |
10% type I error level | 64 | 0.259109 | NOK |