Multiple Linear Regression - Estimated Regression Equation |
Happiness[t] = + 5.0896 + 0.0385942Connected[t] + 0.00782622Separate[t] + 0.198368Learning[t] -0.0016268Software[t] + 0.0605411Sport1[t] -0.557171Q1[t] -0.154235Q2[t] -0.2176Q3[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) | 5.0896 | 1.7934 | 2.838 | 0.00490558 | 0.00245279 |
Connected | 0.0385942 | 0.0435825 | 0.8855 | 0.376698 | 0.188349 |
Separate | 0.00782622 | 0.0449316 | 0.1742 | 0.861862 | 0.430931 |
Learning | 0.198368 | 0.0770578 | 2.574 | 0.0106101 | 0.00530504 |
Software | -0.0016268 | 0.0807099 | -0.02016 | 0.983935 | 0.491967 |
Sport1 | 0.0605411 | 0.0143136 | 4.23 | 3.2661e-05 | 1.63305e-05 |
Q1 | -0.557171 | 0.4118 | -1.353 | 0.177249 | 0.0886247 |
Q2 | -0.154235 | 0.413441 | -0.3731 | 0.709421 | 0.35471 |
Q3 | -0.2176 | 0.413982 | -0.5256 | 0.599604 | 0.299802 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.369877 |
R-squared | 0.136809 |
Adjusted R-squared | 0.109728 |
F-TEST (value) | 5.05192 |
F-TEST (DF numerator) | 8 |
F-TEST (DF denominator) | 255 |
p-value | 7.69066e-06 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.35758 |
Sum Squared Residuals | 1417.33 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 14 | 12.1801 | 1.81987 |
2 | 18 | 14.8719 | 3.12811 |
3 | 11 | 14.044 | -3.04405 |
4 | 12 | 13.5663 | -1.5663 |
5 | 16 | 13.4913 | 2.50867 |
6 | 18 | 13.7978 | 4.20215 |
7 | 14 | 13.5779 | 0.422062 |
8 | 14 | 14.4796 | -0.479582 |
9 | 15 | 13.4334 | 1.56659 |
10 | 15 | 14.2228 | 0.777248 |
11 | 17 | 14.5216 | 2.47844 |
12 | 19 | 13.1687 | 5.83133 |
13 | 10 | 13.4835 | -3.48355 |
14 | 16 | 13.1632 | 2.83685 |
15 | 18 | 15.0501 | 2.94989 |
16 | 14 | 13.0503 | 0.949736 |
17 | 14 | 13.6721 | 0.327904 |
18 | 17 | 15.9748 | 1.0252 |
19 | 14 | 14.1019 | -0.101933 |
20 | 16 | 13.1803 | 2.81974 |
21 | 18 | 13.1774 | 4.82258 |
22 | 11 | 13.6456 | -2.64556 |
23 | 14 | 13.6916 | 0.308364 |
24 | 12 | 13.3691 | -1.36911 |
25 | 17 | 14.8473 | 2.15269 |
26 | 9 | 14.9626 | -5.96256 |
27 | 16 | 14.2941 | 1.70595 |
28 | 14 | 13.7829 | 0.217139 |
29 | 15 | 13.9409 | 1.05912 |
30 | 11 | 13.323 | -2.32297 |
31 | 16 | 14.1103 | 1.88968 |
32 | 13 | 12.0187 | 0.981296 |
33 | 17 | 13.2623 | 3.73767 |
34 | 15 | 14.777 | 0.22304 |
35 | 14 | 13.6567 | 0.343337 |
36 | 16 | 12.8536 | 3.14641 |
37 | 9 | 11.6774 | -2.6774 |
38 | 15 | 13.6391 | 1.36093 |
39 | 17 | 13.9926 | 3.00741 |
40 | 13 | 14.0336 | -1.03362 |
41 | 15 | 13.8485 | 1.15148 |
42 | 16 | 13.804 | 2.19595 |
43 | 16 | 13.8012 | 2.1988 |
44 | 12 | 12.6077 | -0.607685 |
45 | 15 | 13.1564 | 1.84364 |
46 | 11 | 12.9166 | -1.91659 |
47 | 15 | 13.335 | 1.66502 |
48 | 15 | 14.1275 | 0.87249 |
49 | 17 | 13.8553 | 3.14475 |
50 | 13 | 13.9506 | -0.950599 |
51 | 16 | 13.9145 | 2.08551 |
52 | 14 | 13.3765 | 0.62346 |
53 | 11 | 12.2007 | -1.20069 |
54 | 12 | 13.4513 | -1.45125 |
55 | 12 | 11.9487 | 0.0512795 |
56 | 15 | 14.16 | 0.839981 |
57 | 16 | 13.9381 | 2.0619 |
58 | 15 | 13.5313 | 1.46869 |
59 | 12 | 13.9589 | -1.95886 |
60 | 12 | 14.102 | -2.10199 |
61 | 8 | 11.4871 | -3.4871 |
62 | 13 | 14.4841 | -1.48407 |
63 | 11 | 14.4525 | -3.45252 |
64 | 14 | 12.4673 | 1.53267 |
65 | 15 | 12.5108 | 2.48917 |
66 | 10 | 14.7701 | -4.77013 |
67 | 11 | 14.0789 | -3.07887 |
68 | 12 | 14.431 | -2.43097 |
69 | 15 | 12.5256 | 2.47436 |
70 | 15 | 13.9074 | 1.09256 |
71 | 14 | 12.6472 | 1.35276 |
72 | 16 | 12.6119 | 3.38811 |
73 | 15 | 14.6015 | 0.398465 |
74 | 15 | 14.448 | 0.551992 |
75 | 13 | 14.6353 | -1.63533 |
76 | 12 | 15.0305 | -3.03047 |
77 | 17 | 13.6406 | 3.3594 |
78 | 13 | 13.8235 | -0.823512 |
79 | 15 | 13.4162 | 1.58382 |
80 | 13 | 13.1525 | -0.152481 |
81 | 15 | 14.0249 | 0.975103 |
82 | 15 | 14.0285 | 0.971481 |
83 | 16 | 13.9338 | 2.06625 |
84 | 15 | 13.9073 | 1.09271 |
85 | 14 | 13.8679 | 0.132063 |
86 | 15 | 14.0103 | 0.989738 |
87 | 14 | 13.7434 | 0.256595 |
88 | 13 | 12.8829 | 0.117141 |
89 | 7 | 13.2582 | -6.25818 |
90 | 17 | 13.1988 | 3.80119 |
91 | 13 | 13.1289 | -0.128906 |
92 | 15 | 14.5773 | 0.422695 |
93 | 14 | 13.9069 | 0.093052 |
94 | 13 | 13.6919 | -0.691936 |
95 | 16 | 14.6598 | 1.34017 |
96 | 12 | 14.1216 | -2.12158 |
97 | 14 | 14.0073 | -0.00729357 |
98 | 17 | 14.6876 | 2.31236 |
99 | 15 | 13.7508 | 1.24923 |
100 | 17 | 14.5902 | 2.40984 |
101 | 12 | 13.8098 | -1.80983 |
102 | 16 | 15.7033 | 0.296718 |
103 | 11 | 13.2795 | -2.27949 |
104 | 15 | 14.6072 | 0.392826 |
105 | 9 | 13.0027 | -4.00269 |
106 | 16 | 14.6297 | 1.37028 |
107 | 15 | 14.2124 | 0.787629 |
108 | 10 | 13.1781 | -3.17812 |
109 | 10 | 11.6746 | -1.6746 |
110 | 15 | 14.6596 | 0.340355 |
111 | 11 | 13.9578 | -2.95784 |
112 | 13 | 15.3275 | -2.32747 |
113 | 14 | 10.8872 | 3.11284 |
114 | 18 | 13.5947 | 4.40529 |
115 | 16 | 15.3064 | 0.693562 |
116 | 14 | 12.7015 | 1.29852 |
117 | 14 | 12.9781 | 1.02193 |
118 | 14 | 13.2211 | 0.778882 |
119 | 14 | 15.2234 | -1.22339 |
120 | 12 | 12.4829 | -0.482889 |
121 | 14 | 13.694 | 0.305977 |
122 | 15 | 14.6546 | 0.345411 |
123 | 15 | 14.3496 | 0.65038 |
124 | 15 | 14.0955 | 0.904522 |
125 | 13 | 13.9193 | -0.91935 |
126 | 17 | 15.0989 | 1.90107 |
127 | 17 | 14.7098 | 2.29023 |
128 | 19 | 14.5097 | 4.49034 |
129 | 15 | 12.863 | 2.13703 |
130 | 13 | 13.8847 | -0.884686 |
131 | 9 | 12.1646 | -3.16457 |
132 | 15 | 14.7455 | 0.254521 |
133 | 15 | 12.107 | 2.89305 |
134 | 15 | 13.8984 | 1.10158 |
135 | 16 | 14.436 | 1.56403 |
136 | 11 | 12.1758 | -1.17578 |
137 | 14 | 12.8903 | 1.10973 |
138 | 11 | 11.8021 | -0.802109 |
139 | 15 | 12.7309 | 2.26908 |
140 | 13 | 12.9047 | 0.0953188 |
141 | 15 | 12.4636 | 2.53637 |
142 | 16 | 14.4291 | 1.57091 |
143 | 14 | 14.8581 | -0.858135 |
144 | 15 | 14.2837 | 0.716317 |
145 | 16 | 13.6776 | 2.32237 |
146 | 16 | 14.5323 | 1.46771 |
147 | 11 | 12.7349 | -1.73486 |
148 | 12 | 14.2622 | -2.26218 |
149 | 9 | 13.1173 | -4.11731 |
150 | 16 | 13.8255 | 2.17455 |
151 | 13 | 14.5196 | -1.51965 |
152 | 16 | 14.1569 | 1.84313 |
153 | 12 | 13.7115 | -1.71154 |
154 | 9 | 13.6095 | -4.60951 |
155 | 13 | 13.0811 | -0.081093 |
156 | 13 | 13.3465 | -0.346506 |
157 | 14 | 12.8034 | 1.19663 |
158 | 19 | 14.3554 | 4.64457 |
159 | 13 | 14.6761 | -1.67609 |
160 | 12 | 14.0749 | -2.07487 |
161 | 13 | 12.8695 | 0.130518 |
162 | 10 | 12.7391 | -2.73912 |
163 | 14 | 13.5431 | 0.456866 |
164 | 16 | 15.1283 | 0.871702 |
165 | 10 | 13.4681 | -3.46807 |
166 | 11 | 11.3363 | -0.336298 |
167 | 14 | 13.7696 | 0.230444 |
168 | 12 | 12.9313 | -0.931273 |
169 | 9 | 13.6657 | -4.66566 |
170 | 9 | 13.8408 | -4.84085 |
171 | 11 | 12.2446 | -1.24464 |
172 | 16 | 14.2819 | 1.71811 |
173 | 9 | 13.4751 | -4.47506 |
174 | 13 | 11.5961 | 1.4039 |
175 | 16 | 13.2004 | 2.79962 |
176 | 13 | 14.2784 | -1.27837 |
177 | 9 | 12.7029 | -3.70288 |
178 | 12 | 12.8711 | -0.87109 |
179 | 16 | 13.1282 | 2.87183 |
180 | 11 | 13.6916 | -2.69157 |
181 | 14 | 12.6272 | 1.37285 |
182 | 13 | 12.7495 | 0.25051 |
183 | 15 | 14.3326 | 0.667366 |
184 | 14 | 14.6059 | -0.605907 |
185 | 16 | 12.5562 | 3.44378 |
186 | 13 | 14.2076 | -1.20762 |
187 | 14 | 14.3619 | -0.361888 |
188 | 15 | 14.4735 | 0.526508 |
189 | 13 | 11.2721 | 1.72792 |
190 | 11 | 12.319 | -1.31905 |
191 | 11 | 11.447 | -0.446952 |
192 | 14 | 14.5642 | -0.56418 |
193 | 15 | 12.5786 | 2.42142 |
194 | 11 | 13.4853 | -2.48528 |
195 | 15 | 13.2789 | 1.72107 |
196 | 12 | 14.0089 | -2.00886 |
197 | 14 | 14.0292 | -0.0292405 |
198 | 14 | 14.92 | -0.919989 |
199 | 8 | 12.9199 | -4.91993 |
200 | 13 | 14.1595 | -1.15952 |
201 | 9 | 13.2567 | -4.25675 |
202 | 15 | 13.0346 | 1.96537 |
203 | 17 | 13.1348 | 3.86519 |
204 | 13 | 12.2824 | 0.717644 |
205 | 15 | 13.3936 | 1.6064 |
206 | 15 | 13.967 | 1.03302 |
207 | 14 | 14.8144 | -0.814356 |
208 | 16 | 13.0246 | 2.97535 |
209 | 13 | 12.5837 | 0.416257 |
210 | 16 | 14.5505 | 1.44946 |
211 | 9 | 12.678 | -3.67799 |
212 | 16 | 14.4627 | 1.53734 |
213 | 11 | 14.2974 | -3.29737 |
214 | 10 | 14.0889 | -4.08889 |
215 | 11 | 13.7073 | -2.70734 |
216 | 15 | 13.062 | 1.93805 |
217 | 17 | 14.5803 | 2.41969 |
218 | 14 | 14.4924 | -0.492428 |
219 | 8 | 12.7941 | -4.79409 |
220 | 15 | 14.7046 | 0.295416 |
221 | 11 | 13.3019 | -2.30188 |
222 | 16 | 12.956 | 3.04404 |
223 | 10 | 13.711 | -3.71101 |
224 | 15 | 13.2612 | 1.73881 |
225 | 9 | 10.9911 | -1.99108 |
226 | 16 | 12.7515 | 3.24849 |
227 | 19 | 12.349 | 6.65104 |
228 | 12 | 13.2059 | -1.2059 |
229 | 8 | 12.266 | -4.26602 |
230 | 11 | 13.1251 | -2.12514 |
231 | 14 | 13.2864 | 0.713568 |
232 | 9 | 12.6843 | -3.68427 |
233 | 15 | 12.709 | 2.29095 |
234 | 13 | 14.6828 | -1.6828 |
235 | 16 | 13.3561 | 2.64388 |
236 | 11 | 13.1253 | -2.12526 |
237 | 12 | 11.58 | 0.419966 |
238 | 13 | 12.1224 | 0.877617 |
239 | 10 | 13.7472 | -3.74717 |
240 | 11 | 13.0836 | -2.08362 |
241 | 12 | 13.5199 | -1.51993 |
242 | 8 | 12.1313 | -4.13128 |
243 | 12 | 11.662 | 0.338045 |
244 | 12 | 13.2634 | -1.2634 |
245 | 15 | 14.1267 | 0.873349 |
246 | 11 | 12.8733 | -1.87325 |
247 | 13 | 13.2602 | -0.260239 |
248 | 14 | 11.3623 | 2.63772 |
249 | 10 | 11.1878 | -1.18777 |
250 | 12 | 11.4768 | 0.523178 |
251 | 15 | 12.743 | 2.25695 |
252 | 13 | 13.3081 | -0.308146 |
253 | 13 | 12.857 | 0.143014 |
254 | 13 | 13.9776 | -0.977621 |
255 | 12 | 13.0392 | -1.03919 |
256 | 12 | 13.4756 | -1.47558 |
257 | 9 | 13.8677 | -4.86775 |
258 | 9 | 12.8999 | -3.89991 |
259 | 15 | 13.1832 | 1.81678 |
260 | 10 | 12.4887 | -2.48868 |
261 | 14 | 12.6415 | 1.35848 |
262 | 15 | 12.8243 | 2.17571 |
263 | 7 | 12.6217 | -5.62172 |
264 | 14 | 13.5807 | 0.419257 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
12 | 0.788977 | 0.422047 | 0.211023 |
13 | 0.87278 | 0.254441 | 0.12722 |
14 | 0.79773 | 0.40454 | 0.20227 |
15 | 0.805447 | 0.389105 | 0.194553 |
16 | 0.736669 | 0.526662 | 0.263331 |
17 | 0.672447 | 0.655106 | 0.327553 |
18 | 0.639601 | 0.720799 | 0.360399 |
19 | 0.5508 | 0.8984 | 0.4492 |
20 | 0.511669 | 0.976662 | 0.488331 |
21 | 0.800812 | 0.398376 | 0.199188 |
22 | 0.893412 | 0.213176 | 0.106588 |
23 | 0.854274 | 0.291452 | 0.145726 |
24 | 0.845373 | 0.309254 | 0.154627 |
25 | 0.802895 | 0.39421 | 0.197105 |
26 | 0.979059 | 0.0418821 | 0.0209411 |
27 | 0.969971 | 0.0600587 | 0.0300294 |
28 | 0.958251 | 0.0834988 | 0.0417494 |
29 | 0.942677 | 0.114647 | 0.0573234 |
30 | 0.95201 | 0.0959794 | 0.0479897 |
31 | 0.936444 | 0.127111 | 0.0635556 |
32 | 0.917976 | 0.164048 | 0.0820239 |
33 | 0.910548 | 0.178904 | 0.0894522 |
34 | 0.885383 | 0.229233 | 0.114617 |
35 | 0.866156 | 0.267689 | 0.133844 |
36 | 0.841543 | 0.316913 | 0.158457 |
37 | 0.896495 | 0.20701 | 0.103505 |
38 | 0.875496 | 0.249007 | 0.124504 |
39 | 0.874353 | 0.251293 | 0.125647 |
40 | 0.867486 | 0.265027 | 0.132514 |
41 | 0.839014 | 0.321972 | 0.160986 |
42 | 0.82461 | 0.350779 | 0.17539 |
43 | 0.812169 | 0.375661 | 0.187831 |
44 | 0.789913 | 0.420173 | 0.210087 |
45 | 0.757732 | 0.484536 | 0.242268 |
46 | 0.759135 | 0.48173 | 0.240865 |
47 | 0.725095 | 0.549809 | 0.274905 |
48 | 0.684089 | 0.631822 | 0.315911 |
49 | 0.682109 | 0.635782 | 0.317891 |
50 | 0.649242 | 0.701517 | 0.350758 |
51 | 0.619745 | 0.76051 | 0.380255 |
52 | 0.575097 | 0.849805 | 0.424903 |
53 | 0.559797 | 0.880407 | 0.440203 |
54 | 0.520787 | 0.958425 | 0.479213 |
55 | 0.489756 | 0.979513 | 0.510244 |
56 | 0.450008 | 0.900016 | 0.549992 |
57 | 0.417655 | 0.835311 | 0.582345 |
58 | 0.399752 | 0.799504 | 0.600248 |
59 | 0.422673 | 0.845346 | 0.577327 |
60 | 0.442576 | 0.885151 | 0.557424 |
61 | 0.516384 | 0.967233 | 0.483616 |
62 | 0.495099 | 0.990198 | 0.504901 |
63 | 0.59148 | 0.81704 | 0.40852 |
64 | 0.563552 | 0.872897 | 0.436448 |
65 | 0.554685 | 0.89063 | 0.445315 |
66 | 0.67368 | 0.65264 | 0.32632 |
67 | 0.711193 | 0.577614 | 0.288807 |
68 | 0.721477 | 0.557046 | 0.278523 |
69 | 0.704616 | 0.590768 | 0.295384 |
70 | 0.678835 | 0.64233 | 0.321165 |
71 | 0.64539 | 0.709221 | 0.35461 |
72 | 0.669165 | 0.66167 | 0.330835 |
73 | 0.634737 | 0.730526 | 0.365263 |
74 | 0.598048 | 0.803905 | 0.401952 |
75 | 0.575617 | 0.848765 | 0.424383 |
76 | 0.608789 | 0.782422 | 0.391211 |
77 | 0.623101 | 0.753797 | 0.376899 |
78 | 0.586329 | 0.827342 | 0.413671 |
79 | 0.562084 | 0.875832 | 0.437916 |
80 | 0.522451 | 0.955099 | 0.477549 |
81 | 0.488261 | 0.976522 | 0.511739 |
82 | 0.455676 | 0.911353 | 0.544324 |
83 | 0.440805 | 0.881611 | 0.559195 |
84 | 0.407548 | 0.815096 | 0.592452 |
85 | 0.371874 | 0.743748 | 0.628126 |
86 | 0.338676 | 0.677351 | 0.661324 |
87 | 0.304436 | 0.608872 | 0.695564 |
88 | 0.271455 | 0.542909 | 0.728545 |
89 | 0.532967 | 0.934065 | 0.467033 |
90 | 0.579314 | 0.841372 | 0.420686 |
91 | 0.54193 | 0.916141 | 0.45807 |
92 | 0.508085 | 0.983831 | 0.491915 |
93 | 0.470195 | 0.940389 | 0.529805 |
94 | 0.434235 | 0.86847 | 0.565765 |
95 | 0.403977 | 0.807954 | 0.596023 |
96 | 0.400702 | 0.801404 | 0.599298 |
97 | 0.365677 | 0.731354 | 0.634323 |
98 | 0.367831 | 0.735662 | 0.632169 |
99 | 0.338674 | 0.677347 | 0.661326 |
100 | 0.338316 | 0.676631 | 0.661684 |
101 | 0.335034 | 0.670068 | 0.664966 |
102 | 0.303848 | 0.607695 | 0.696152 |
103 | 0.298806 | 0.597612 | 0.701194 |
104 | 0.269741 | 0.539481 | 0.730259 |
105 | 0.344474 | 0.688948 | 0.655526 |
106 | 0.323136 | 0.646273 | 0.676864 |
107 | 0.2955 | 0.591001 | 0.7045 |
108 | 0.326098 | 0.652197 | 0.673902 |
109 | 0.331688 | 0.663377 | 0.668312 |
110 | 0.299719 | 0.599439 | 0.700281 |
111 | 0.321024 | 0.642047 | 0.678976 |
112 | 0.335452 | 0.670903 | 0.664548 |
113 | 0.359438 | 0.718876 | 0.640562 |
114 | 0.434924 | 0.869847 | 0.565076 |
115 | 0.403482 | 0.806964 | 0.596518 |
116 | 0.38087 | 0.76174 | 0.61913 |
117 | 0.354913 | 0.709826 | 0.645087 |
118 | 0.325815 | 0.65163 | 0.674185 |
119 | 0.305116 | 0.610233 | 0.694884 |
120 | 0.278618 | 0.557235 | 0.721382 |
121 | 0.250009 | 0.500018 | 0.749991 |
122 | 0.225121 | 0.450241 | 0.774879 |
123 | 0.202502 | 0.405003 | 0.797498 |
124 | 0.182528 | 0.365056 | 0.817472 |
125 | 0.162624 | 0.325249 | 0.837376 |
126 | 0.154111 | 0.308222 | 0.845889 |
127 | 0.155219 | 0.310439 | 0.844781 |
128 | 0.212792 | 0.425584 | 0.787208 |
129 | 0.208294 | 0.416589 | 0.791706 |
130 | 0.186595 | 0.37319 | 0.813405 |
131 | 0.215984 | 0.431968 | 0.784016 |
132 | 0.193292 | 0.386585 | 0.806708 |
133 | 0.20622 | 0.41244 | 0.79378 |
134 | 0.190767 | 0.381534 | 0.809233 |
135 | 0.177759 | 0.355518 | 0.822241 |
136 | 0.162161 | 0.324321 | 0.837839 |
137 | 0.149171 | 0.298342 | 0.850829 |
138 | 0.132796 | 0.265591 | 0.867204 |
139 | 0.129344 | 0.258689 | 0.870656 |
140 | 0.112307 | 0.224615 | 0.887693 |
141 | 0.118222 | 0.236444 | 0.881778 |
142 | 0.108898 | 0.217796 | 0.891102 |
143 | 0.0942701 | 0.18854 | 0.90573 |
144 | 0.0821667 | 0.164333 | 0.917833 |
145 | 0.081935 | 0.16387 | 0.918065 |
146 | 0.0773974 | 0.154795 | 0.922603 |
147 | 0.0714989 | 0.142998 | 0.928501 |
148 | 0.0697573 | 0.139515 | 0.930243 |
149 | 0.10091 | 0.20182 | 0.89909 |
150 | 0.102641 | 0.205282 | 0.897359 |
151 | 0.0925732 | 0.185146 | 0.907427 |
152 | 0.0879599 | 0.17592 | 0.91204 |
153 | 0.085033 | 0.170066 | 0.914967 |
154 | 0.129387 | 0.258775 | 0.870613 |
155 | 0.111665 | 0.22333 | 0.888335 |
156 | 0.0952507 | 0.190501 | 0.904749 |
157 | 0.0873617 | 0.174723 | 0.912638 |
158 | 0.150265 | 0.300529 | 0.849735 |
159 | 0.138901 | 0.277803 | 0.861099 |
160 | 0.136475 | 0.272949 | 0.863525 |
161 | 0.121275 | 0.242549 | 0.878725 |
162 | 0.130279 | 0.260558 | 0.869721 |
163 | 0.112083 | 0.224167 | 0.887917 |
164 | 0.0991241 | 0.198248 | 0.900876 |
165 | 0.11189 | 0.223779 | 0.88811 |
166 | 0.0957291 | 0.191458 | 0.904271 |
167 | 0.0811403 | 0.162281 | 0.91886 |
168 | 0.0731159 | 0.146232 | 0.926884 |
169 | 0.106559 | 0.213119 | 0.893441 |
170 | 0.158354 | 0.316708 | 0.841646 |
171 | 0.142386 | 0.284772 | 0.857614 |
172 | 0.138434 | 0.276868 | 0.861566 |
173 | 0.182989 | 0.365978 | 0.817011 |
174 | 0.163846 | 0.327692 | 0.836154 |
175 | 0.17164 | 0.34328 | 0.82836 |
176 | 0.15339 | 0.306779 | 0.84661 |
177 | 0.178666 | 0.357333 | 0.821334 |
178 | 0.157476 | 0.314953 | 0.842524 |
179 | 0.170197 | 0.340395 | 0.829803 |
180 | 0.171355 | 0.342711 | 0.828645 |
181 | 0.163003 | 0.326005 | 0.836997 |
182 | 0.140918 | 0.281835 | 0.859082 |
183 | 0.126194 | 0.252388 | 0.873806 |
184 | 0.107473 | 0.214946 | 0.892527 |
185 | 0.125628 | 0.251255 | 0.874372 |
186 | 0.10865 | 0.217301 | 0.89135 |
187 | 0.0919399 | 0.18388 | 0.90806 |
188 | 0.0773762 | 0.154752 | 0.922624 |
189 | 0.0702676 | 0.140535 | 0.929732 |
190 | 0.0615029 | 0.123006 | 0.938497 |
191 | 0.0506643 | 0.101329 | 0.949336 |
192 | 0.0413765 | 0.0827531 | 0.958623 |
193 | 0.0419106 | 0.0838211 | 0.958089 |
194 | 0.039536 | 0.079072 | 0.960464 |
195 | 0.0374314 | 0.0748628 | 0.962569 |
196 | 0.0331354 | 0.0662708 | 0.966865 |
197 | 0.0267363 | 0.0534726 | 0.973264 |
198 | 0.0212607 | 0.0425214 | 0.978739 |
199 | 0.0384954 | 0.0769908 | 0.961505 |
200 | 0.0319376 | 0.0638752 | 0.968062 |
201 | 0.0440038 | 0.0880077 | 0.955996 |
202 | 0.040574 | 0.081148 | 0.959426 |
203 | 0.0643029 | 0.128606 | 0.935697 |
204 | 0.0527793 | 0.105559 | 0.947221 |
205 | 0.0490108 | 0.0980216 | 0.950989 |
206 | 0.0425127 | 0.0850253 | 0.957487 |
207 | 0.0340364 | 0.0680727 | 0.965964 |
208 | 0.0389834 | 0.0779667 | 0.961017 |
209 | 0.0325034 | 0.0650069 | 0.967497 |
210 | 0.0300111 | 0.0600222 | 0.969989 |
211 | 0.0354646 | 0.0709292 | 0.964535 |
212 | 0.0379616 | 0.0759233 | 0.962038 |
213 | 0.0362441 | 0.0724883 | 0.963756 |
214 | 0.0503833 | 0.100767 | 0.949617 |
215 | 0.0473213 | 0.0946426 | 0.952679 |
216 | 0.0425896 | 0.0851792 | 0.95741 |
217 | 0.0523924 | 0.104785 | 0.947608 |
218 | 0.041413 | 0.082826 | 0.958587 |
219 | 0.0752906 | 0.150581 | 0.924709 |
220 | 0.0684374 | 0.136875 | 0.931563 |
221 | 0.0567338 | 0.113468 | 0.943266 |
222 | 0.0762328 | 0.152466 | 0.923767 |
223 | 0.0975856 | 0.195171 | 0.902414 |
224 | 0.0978194 | 0.195639 | 0.902181 |
225 | 0.0864431 | 0.172886 | 0.913557 |
226 | 0.15752 | 0.315039 | 0.84248 |
227 | 0.394149 | 0.788298 | 0.605851 |
228 | 0.342597 | 0.685195 | 0.657403 |
229 | 0.42583 | 0.851661 | 0.57417 |
230 | 0.375975 | 0.75195 | 0.624025 |
231 | 0.328432 | 0.656865 | 0.671568 |
232 | 0.341273 | 0.682545 | 0.658727 |
233 | 0.389 | 0.778001 | 0.611 |
234 | 0.332258 | 0.664516 | 0.667742 |
235 | 0.373502 | 0.747004 | 0.626498 |
236 | 0.34509 | 0.690181 | 0.65491 |
237 | 0.285647 | 0.571294 | 0.714353 |
238 | 0.249913 | 0.499825 | 0.750087 |
239 | 0.340951 | 0.681902 | 0.659049 |
240 | 0.29404 | 0.588079 | 0.70596 |
241 | 0.243812 | 0.487624 | 0.756188 |
242 | 0.28295 | 0.5659 | 0.71705 |
243 | 0.247297 | 0.494595 | 0.752703 |
244 | 0.192108 | 0.384216 | 0.807892 |
245 | 0.21954 | 0.43908 | 0.78046 |
246 | 0.185302 | 0.370605 | 0.814698 |
247 | 0.128934 | 0.257867 | 0.871066 |
248 | 0.195686 | 0.391372 | 0.804314 |
249 | 0.170771 | 0.341542 | 0.829229 |
250 | 0.123683 | 0.247367 | 0.876317 |
251 | 0.0761456 | 0.152291 | 0.923854 |
252 | 0.0392552 | 0.0785104 | 0.960745 |
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 | 2 | 0.00829876 | OK |
10% type I error level | 28 | 0.116183 | NOK |