Multiple Linear Regression - Estimated Regression Equation |
Happiness[t] = + 14.8572 + 0.0123869Connected[t] + 0.0100955Separate[t] + 0.11369Learning[t] -0.00690721Software[t] -0.379372Depression[t] + 0.0351116Sport2[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) | 14.8572 | 1.77002 | 8.394 | 3.18829e-15 | 1.59414e-15 |
Connected | 0.0123869 | 0.0372692 | 0.3324 | 0.739886 | 0.369943 |
Separate | 0.0100955 | 0.038249 | 0.2639 | 0.792036 | 0.396018 |
Learning | 0.11369 | 0.0664872 | 1.71 | 0.0884808 | 0.0442404 |
Software | -0.00690721 | 0.0687497 | -0.1005 | 0.92005 | 0.460025 |
Depression | -0.379372 | 0.0382728 | -9.912 | 8.00739e-20 | 4.00369e-20 |
Sport2 | 0.0351116 | 0.0190039 | 1.848 | 0.0658098 | 0.0329049 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.602821 |
R-squared | 0.363393 |
Adjusted R-squared | 0.34853 |
F-TEST (value) | 24.4504 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 257 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.01675 |
Sum Squared Residuals | 1045.29 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 14 | 13.7148 | 0.285156 |
2 | 18 | 15.024 | 2.97603 |
3 | 11 | 13.8021 | -2.80209 |
4 | 12 | 14.1253 | -2.12533 |
5 | 16 | 10.802 | 5.19796 |
6 | 18 | 14.0902 | 3.90985 |
7 | 14 | 10.6834 | 3.31662 |
8 | 14 | 14.7978 | -0.79778 |
9 | 15 | 14.9515 | 0.0484916 |
10 | 15 | 14.0607 | 0.939299 |
11 | 17 | 15.3175 | 1.68246 |
12 | 19 | 15.5062 | 3.4938 |
13 | 10 | 13.2015 | -3.20147 |
14 | 16 | 13.3144 | 2.68558 |
15 | 18 | 15.5358 | 2.46422 |
16 | 14 | 13.162 | 0.838033 |
17 | 14 | 13.5312 | 0.468762 |
18 | 17 | 15.6253 | 1.37466 |
19 | 14 | 15.3402 | -1.34018 |
20 | 16 | 13.6449 | 2.35507 |
21 | 18 | 15.1653 | 2.8347 |
22 | 11 | 13.524 | -2.52397 |
23 | 14 | 14.4004 | -0.400416 |
24 | 12 | 13.4402 | -1.44018 |
25 | 17 | 15.1659 | 1.83414 |
26 | 9 | 15.7669 | -6.76692 |
27 | 16 | 14.7431 | 1.25689 |
28 | 14 | 13.1024 | 0.897557 |
29 | 15 | 13.604 | 1.39595 |
30 | 11 | 13.7471 | -2.74713 |
31 | 16 | 15.4827 | 0.517299 |
32 | 13 | 12.2918 | 0.708212 |
33 | 17 | 14.8671 | 2.1329 |
34 | 15 | 15.1109 | -0.110938 |
35 | 14 | 13.6328 | 0.367194 |
36 | 16 | 15.1852 | 0.814823 |
37 | 9 | 10.3158 | -1.31576 |
38 | 15 | 14.1024 | 0.89765 |
39 | 17 | 15.1007 | 1.89928 |
40 | 13 | 15.0548 | -2.05479 |
41 | 15 | 15.5542 | -0.554176 |
42 | 16 | 13.3539 | 2.64606 |
43 | 16 | 15.9448 | 0.0551793 |
44 | 12 | 12.9237 | -0.923694 |
45 | 15 | 14.4347 | 0.565279 |
46 | 11 | 13.3092 | -2.30915 |
47 | 15 | 15.3189 | -0.318906 |
48 | 15 | 14.6806 | 0.319411 |
49 | 17 | 13.2139 | 3.78611 |
50 | 13 | 14.5666 | -1.56662 |
51 | 16 | 15.1107 | 0.889298 |
52 | 14 | 13.1723 | 0.827749 |
53 | 11 | 11.3385 | -0.33852 |
54 | 12 | 13.6951 | -1.69512 |
55 | 12 | 13.6562 | -1.6562 |
56 | 15 | 13.3684 | 1.63161 |
57 | 16 | 14.0678 | 1.93216 |
58 | 15 | 15.3561 | -0.356122 |
59 | 12 | 15.0244 | -3.02437 |
60 | 12 | 13.2031 | -1.20314 |
61 | 8 | 10.3635 | -2.3635 |
62 | 13 | 14.4348 | -1.43482 |
63 | 11 | 14.4869 | -3.48689 |
64 | 14 | 12.8874 | 1.11257 |
65 | 15 | 13.5543 | 1.44572 |
66 | 10 | 15.0546 | -5.05455 |
67 | 11 | 12.6315 | -1.63152 |
68 | 12 | 14.3589 | -2.3589 |
69 | 15 | 13.4279 | 1.57213 |
70 | 15 | 13.5639 | 1.43613 |
71 | 14 | 13.386 | 0.613982 |
72 | 16 | 12.6086 | 3.39143 |
73 | 15 | 14.3753 | 0.624718 |
74 | 15 | 15.3022 | -0.302244 |
75 | 13 | 14.8695 | -1.86954 |
76 | 12 | 12.0261 | -0.0260817 |
77 | 17 | 13.9962 | 3.00378 |
78 | 13 | 12.4299 | 0.570076 |
79 | 15 | 13.6304 | 1.36955 |
80 | 13 | 15.0685 | -2.06854 |
81 | 15 | 14.8076 | 0.192437 |
82 | 15 | 15.5661 | -0.566065 |
83 | 16 | 14.2284 | 1.77157 |
84 | 15 | 14.2186 | 0.781393 |
85 | 14 | 14.0473 | -0.0472676 |
86 | 15 | 13.8993 | 1.10073 |
87 | 14 | 14.2676 | -0.267554 |
88 | 13 | 12.7437 | 0.256306 |
89 | 7 | 10.3852 | -3.38516 |
90 | 17 | 13.59 | 3.40999 |
91 | 13 | 12.9234 | 0.0766285 |
92 | 15 | 14.1241 | 0.87593 |
93 | 14 | 13.1535 | 0.846543 |
94 | 13 | 13.8224 | -0.822425 |
95 | 16 | 14.9308 | 1.06919 |
96 | 12 | 12.8379 | -0.837913 |
97 | 14 | 14.8026 | -0.802581 |
98 | 17 | 14.9071 | 2.09286 |
99 | 15 | 14.961 | 0.0390177 |
100 | 17 | 15.1999 | 1.80006 |
101 | 12 | 12.922 | -0.921951 |
102 | 16 | 15.1202 | 0.879844 |
103 | 11 | 14.4672 | -3.46718 |
104 | 15 | 12.983 | 2.01699 |
105 | 9 | 11.3023 | -2.30228 |
106 | 16 | 15.0082 | 0.991796 |
107 | 15 | 12.9347 | 2.06525 |
108 | 10 | 12.8676 | -2.8676 |
109 | 10 | 9.07816 | 0.921842 |
110 | 15 | 13.8228 | 1.17724 |
111 | 11 | 13.151 | -2.15098 |
112 | 13 | 15.2823 | -2.28226 |
113 | 14 | 11.6843 | 2.31567 |
114 | 18 | 14.0517 | 3.94829 |
115 | 16 | 15.6624 | 0.337645 |
116 | 14 | 13.0191 | 0.98091 |
117 | 14 | 13.8316 | 0.168387 |
118 | 14 | 15.0816 | -1.0816 |
119 | 14 | 13.668 | 0.331986 |
120 | 12 | 12.5096 | -0.509556 |
121 | 14 | 13.5469 | 0.453094 |
122 | 15 | 14.8396 | 0.160394 |
123 | 15 | 16.0367 | -1.03672 |
124 | 15 | 14.6385 | 0.361463 |
125 | 13 | 14.7669 | -1.76689 |
126 | 17 | 16.1957 | 0.804253 |
127 | 17 | 15.4039 | 1.59615 |
128 | 19 | 14.9604 | 4.03962 |
129 | 15 | 13.5252 | 1.47477 |
130 | 13 | 14.6383 | -1.63826 |
131 | 9 | 10.405 | -1.40499 |
132 | 15 | 15.3114 | -0.311368 |
133 | 15 | 12.4967 | 2.50334 |
134 | 15 | 14.2705 | 0.729451 |
135 | 16 | 13.7185 | 2.28152 |
136 | 11 | 9.27503 | 1.72497 |
137 | 14 | 13.4245 | 0.575491 |
138 | 11 | 11.9226 | -0.922582 |
139 | 15 | 14.1743 | 0.825656 |
140 | 13 | 13.67 | -0.670034 |
141 | 15 | 14.7255 | 0.274465 |
142 | 16 | 13.725 | 2.27503 |
143 | 14 | 14.7197 | -0.719685 |
144 | 15 | 14.2791 | 0.720917 |
145 | 16 | 14.5053 | 1.49471 |
146 | 16 | 14.5805 | 1.41947 |
147 | 11 | 13.464 | -2.46402 |
148 | 12 | 14.7447 | -2.7447 |
149 | 9 | 11.4366 | -2.43663 |
150 | 16 | 14.1186 | 1.88141 |
151 | 13 | 12.5674 | 0.432577 |
152 | 16 | 15.444 | 0.555951 |
153 | 12 | 14.4545 | -2.45447 |
154 | 9 | 11.5092 | -2.50924 |
155 | 13 | 11.6225 | 1.37747 |
156 | 13 | 12.9234 | 0.0766285 |
157 | 14 | 13.2622 | 0.737807 |
158 | 19 | 14.9604 | 4.03962 |
159 | 13 | 15.7208 | -2.72078 |
160 | 12 | 11.8731 | 0.126923 |
161 | 13 | 12.6096 | 0.390352 |
162 | 10 | 9.26786 | 0.732142 |
163 | 14 | 13.1517 | 0.848303 |
164 | 16 | 11.6652 | 4.33482 |
165 | 10 | 11.9894 | -1.98942 |
166 | 11 | 8.97208 | 2.02792 |
167 | 14 | 14.2105 | -0.210494 |
168 | 12 | 12.833 | -0.833014 |
169 | 9 | 12.7427 | -3.74266 |
170 | 9 | 11.9122 | -2.91217 |
171 | 11 | 10.5645 | 0.435465 |
172 | 16 | 14.4052 | 1.59478 |
173 | 9 | 14.1114 | -5.11136 |
174 | 13 | 11.2232 | 1.77679 |
175 | 16 | 13.4802 | 2.51977 |
176 | 13 | 15.3668 | -2.36682 |
177 | 9 | 12.3975 | -3.3975 |
178 | 12 | 11.4446 | 0.555373 |
179 | 16 | 14.7226 | 1.27744 |
180 | 11 | 13.167 | -2.16699 |
181 | 14 | 14.3883 | -0.388273 |
182 | 13 | 14.8279 | -1.82794 |
183 | 15 | 15.0329 | -0.0329154 |
184 | 14 | 15.165 | -1.16502 |
185 | 16 | 13.997 | 2.00297 |
186 | 13 | 11.69 | 1.31002 |
187 | 14 | 13.7017 | 0.298321 |
188 | 15 | 14.2425 | 0.75752 |
189 | 13 | 12.431 | 0.568953 |
190 | 11 | 10.2356 | 0.764427 |
191 | 11 | 12.5801 | -1.58015 |
192 | 14 | 15.219 | -1.21903 |
193 | 15 | 12.7144 | 2.28564 |
194 | 11 | 12.7769 | -1.77692 |
195 | 15 | 13.2192 | 1.7808 |
196 | 12 | 14.314 | -2.31402 |
197 | 14 | 11.8254 | 2.17456 |
198 | 14 | 13.546 | 0.454048 |
199 | 8 | 11.2196 | -3.21964 |
200 | 13 | 13.8515 | -0.851506 |
201 | 9 | 12.3634 | -3.36337 |
202 | 15 | 13.8319 | 1.1681 |
203 | 17 | 14.0813 | 2.9187 |
204 | 13 | 12.8005 | 0.199537 |
205 | 15 | 14.596 | 0.404024 |
206 | 15 | 13.9193 | 1.08069 |
207 | 14 | 14.786 | -0.785972 |
208 | 16 | 12.7882 | 3.21183 |
209 | 13 | 13.0515 | -0.0514611 |
210 | 16 | 14.4509 | 1.54914 |
211 | 9 | 11.848 | -2.848 |
212 | 16 | 14.7784 | 1.22156 |
213 | 11 | 12.344 | -1.34397 |
214 | 10 | 13.9905 | -3.99055 |
215 | 11 | 12.3353 | -1.33534 |
216 | 15 | 13.4867 | 1.51329 |
217 | 17 | 15.1287 | 1.87127 |
218 | 14 | 14.4794 | -0.479425 |
219 | 8 | 9.99698 | -1.99698 |
220 | 15 | 13.8339 | 1.16613 |
221 | 11 | 14.0816 | -3.08161 |
222 | 16 | 13.7499 | 2.25011 |
223 | 10 | 12.307 | -2.30704 |
224 | 15 | 14.9969 | 0.0031111 |
225 | 9 | 9.47697 | -0.476974 |
226 | 16 | 14.3065 | 1.69353 |
227 | 19 | 14.0724 | 4.92761 |
228 | 12 | 13.78 | -1.78 |
229 | 8 | 9.54902 | -1.54902 |
230 | 11 | 13.5117 | -2.51174 |
231 | 14 | 13.975 | 0.0249574 |
232 | 9 | 12.1923 | -3.19234 |
233 | 15 | 15.2241 | -0.224057 |
234 | 13 | 12.8137 | 0.186294 |
235 | 16 | 15.1408 | 0.859167 |
236 | 11 | 12.9962 | -1.99616 |
237 | 12 | 11.3379 | 0.662088 |
238 | 13 | 13.1976 | -0.197599 |
239 | 10 | 14.6022 | -4.6022 |
240 | 11 | 13.6993 | -2.69934 |
241 | 12 | 14.8909 | -2.89088 |
242 | 8 | 10.9181 | -2.91807 |
243 | 12 | 11.7618 | 0.2382 |
244 | 12 | 12.3949 | -0.394893 |
245 | 15 | 13.8144 | 1.18558 |
246 | 11 | 10.766 | 0.234007 |
247 | 13 | 12.9556 | 0.0444012 |
248 | 14 | 8.99356 | 5.00644 |
249 | 10 | 10.2901 | -0.290117 |
250 | 12 | 11.6047 | 0.395293 |
251 | 15 | 12.9501 | 2.04988 |
252 | 13 | 11.8785 | 1.12155 |
253 | 13 | 14.341 | -1.34099 |
254 | 13 | 13.994 | -0.994047 |
255 | 12 | 12.0394 | -0.039422 |
256 | 12 | 12.9464 | -0.946367 |
257 | 9 | 10.9434 | -1.94338 |
258 | 9 | 11.6764 | -2.67638 |
259 | 15 | 12.8097 | 2.19029 |
260 | 10 | 14.8184 | -4.81843 |
261 | 14 | 13.9056 | 0.0943792 |
262 | 15 | 13.7168 | 1.28324 |
263 | 7 | 9.94148 | -2.94148 |
264 | 14 | 14.0263 | -0.0262678 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
10 | 0.0787318 | 0.157464 | 0.921268 |
11 | 0.0260797 | 0.0521595 | 0.97392 |
12 | 0.835134 | 0.329731 | 0.164866 |
13 | 0.966849 | 0.0663016 | 0.0331508 |
14 | 0.968231 | 0.0635388 | 0.0317694 |
15 | 0.978708 | 0.0425842 | 0.0212921 |
16 | 0.964469 | 0.0710627 | 0.0355313 |
17 | 0.951206 | 0.0975876 | 0.0487938 |
18 | 0.935511 | 0.128977 | 0.0644887 |
19 | 0.916495 | 0.167011 | 0.0835053 |
20 | 0.908606 | 0.182787 | 0.0913936 |
21 | 0.921574 | 0.156851 | 0.0784257 |
22 | 0.955798 | 0.088404 | 0.044202 |
23 | 0.938254 | 0.123491 | 0.0617457 |
24 | 0.925875 | 0.14825 | 0.0741252 |
25 | 0.903003 | 0.193994 | 0.0969971 |
26 | 0.998332 | 0.00333553 | 0.00166777 |
27 | 0.997533 | 0.00493332 | 0.00246666 |
28 | 0.99622 | 0.00756079 | 0.00378039 |
29 | 0.994437 | 0.0111257 | 0.00556283 |
30 | 0.997274 | 0.00545202 | 0.00272601 |
31 | 0.995876 | 0.00824705 | 0.00412353 |
32 | 0.993989 | 0.0120228 | 0.00601142 |
33 | 0.99275 | 0.0145002 | 0.00725009 |
34 | 0.989656 | 0.0206877 | 0.0103438 |
35 | 0.985944 | 0.028113 | 0.0140565 |
36 | 0.980591 | 0.038819 | 0.0194095 |
37 | 0.985141 | 0.0297181 | 0.014859 |
38 | 0.979837 | 0.0403269 | 0.0201634 |
39 | 0.977573 | 0.0448546 | 0.0224273 |
40 | 0.977804 | 0.0443915 | 0.0221958 |
41 | 0.971236 | 0.0575275 | 0.0287637 |
42 | 0.969842 | 0.0603155 | 0.0301578 |
43 | 0.96072 | 0.0785604 | 0.0392802 |
44 | 0.95336 | 0.093281 | 0.0466405 |
45 | 0.940706 | 0.118588 | 0.0592941 |
46 | 0.950103 | 0.0997938 | 0.0498969 |
47 | 0.936736 | 0.126527 | 0.0632635 |
48 | 0.920894 | 0.158212 | 0.0791059 |
49 | 0.942911 | 0.114178 | 0.0570891 |
50 | 0.938796 | 0.122407 | 0.0612037 |
51 | 0.925885 | 0.14823 | 0.074115 |
52 | 0.909497 | 0.181006 | 0.090503 |
53 | 0.89424 | 0.21152 | 0.10576 |
54 | 0.896073 | 0.207853 | 0.103927 |
55 | 0.887057 | 0.225887 | 0.112943 |
56 | 0.870523 | 0.258955 | 0.129477 |
57 | 0.859763 | 0.280474 | 0.140237 |
58 | 0.834379 | 0.331241 | 0.165621 |
59 | 0.86181 | 0.27638 | 0.13819 |
60 | 0.856267 | 0.287467 | 0.143733 |
61 | 0.874567 | 0.250865 | 0.125433 |
62 | 0.867325 | 0.26535 | 0.132675 |
63 | 0.910963 | 0.178073 | 0.0890367 |
64 | 0.899586 | 0.200828 | 0.100414 |
65 | 0.889386 | 0.221227 | 0.110614 |
66 | 0.958657 | 0.0826869 | 0.0413435 |
67 | 0.957494 | 0.085013 | 0.0425065 |
68 | 0.960461 | 0.0790779 | 0.039539 |
69 | 0.955516 | 0.088968 | 0.044484 |
70 | 0.949344 | 0.101312 | 0.0506562 |
71 | 0.938369 | 0.123262 | 0.0616308 |
72 | 0.952868 | 0.094264 | 0.047132 |
73 | 0.942879 | 0.114242 | 0.0571212 |
74 | 0.930995 | 0.138011 | 0.0690054 |
75 | 0.925753 | 0.148494 | 0.0742472 |
76 | 0.911698 | 0.176605 | 0.0883023 |
77 | 0.92428 | 0.15144 | 0.0757202 |
78 | 0.909975 | 0.18005 | 0.0900248 |
79 | 0.900897 | 0.198205 | 0.0991027 |
80 | 0.894886 | 0.210228 | 0.105114 |
81 | 0.876242 | 0.247516 | 0.123758 |
82 | 0.85696 | 0.286081 | 0.14304 |
83 | 0.850716 | 0.298568 | 0.149284 |
84 | 0.830146 | 0.339708 | 0.169854 |
85 | 0.804766 | 0.390468 | 0.195234 |
86 | 0.781571 | 0.436858 | 0.218429 |
87 | 0.752955 | 0.494089 | 0.247045 |
88 | 0.722289 | 0.555422 | 0.277711 |
89 | 0.794574 | 0.410852 | 0.205426 |
90 | 0.826724 | 0.346552 | 0.173276 |
91 | 0.802015 | 0.39597 | 0.197985 |
92 | 0.778428 | 0.443145 | 0.221572 |
93 | 0.755952 | 0.488096 | 0.244048 |
94 | 0.730254 | 0.539493 | 0.269746 |
95 | 0.704821 | 0.590359 | 0.295179 |
96 | 0.679659 | 0.640683 | 0.320341 |
97 | 0.651064 | 0.697872 | 0.348936 |
98 | 0.652045 | 0.695909 | 0.347955 |
99 | 0.618125 | 0.76375 | 0.381875 |
100 | 0.610382 | 0.779236 | 0.389618 |
101 | 0.586111 | 0.827779 | 0.413889 |
102 | 0.557099 | 0.885801 | 0.442901 |
103 | 0.612925 | 0.77415 | 0.387075 |
104 | 0.60398 | 0.79204 | 0.39602 |
105 | 0.618281 | 0.763439 | 0.381719 |
106 | 0.590679 | 0.818641 | 0.409321 |
107 | 0.584471 | 0.831057 | 0.415529 |
108 | 0.62259 | 0.75482 | 0.37741 |
109 | 0.596692 | 0.806617 | 0.403308 |
110 | 0.571167 | 0.857667 | 0.428833 |
111 | 0.57343 | 0.853141 | 0.42657 |
112 | 0.604157 | 0.791685 | 0.395843 |
113 | 0.617626 | 0.764749 | 0.382374 |
114 | 0.700688 | 0.598624 | 0.299312 |
115 | 0.670582 | 0.658836 | 0.329418 |
116 | 0.648127 | 0.703747 | 0.351873 |
117 | 0.618706 | 0.762588 | 0.381294 |
118 | 0.596056 | 0.807889 | 0.403944 |
119 | 0.561873 | 0.876255 | 0.438127 |
120 | 0.531952 | 0.936096 | 0.468048 |
121 | 0.501066 | 0.997869 | 0.498934 |
122 | 0.468763 | 0.937527 | 0.531237 |
123 | 0.442632 | 0.885265 | 0.557368 |
124 | 0.409043 | 0.818086 | 0.590957 |
125 | 0.396527 | 0.793054 | 0.603473 |
126 | 0.366681 | 0.733362 | 0.633319 |
127 | 0.354811 | 0.709623 | 0.645189 |
128 | 0.45243 | 0.90486 | 0.54757 |
129 | 0.435077 | 0.870154 | 0.564923 |
130 | 0.421996 | 0.843993 | 0.578004 |
131 | 0.406652 | 0.813305 | 0.593348 |
132 | 0.377239 | 0.754478 | 0.622761 |
133 | 0.396454 | 0.792908 | 0.603546 |
134 | 0.3696 | 0.7392 | 0.6304 |
135 | 0.37952 | 0.759039 | 0.62048 |
136 | 0.367416 | 0.734831 | 0.632584 |
137 | 0.3379 | 0.6758 | 0.6621 |
138 | 0.315464 | 0.630928 | 0.684536 |
139 | 0.289673 | 0.579346 | 0.710327 |
140 | 0.265191 | 0.530382 | 0.734809 |
141 | 0.237746 | 0.475493 | 0.762254 |
142 | 0.244977 | 0.489954 | 0.755023 |
143 | 0.219617 | 0.439234 | 0.780383 |
144 | 0.198304 | 0.396608 | 0.801696 |
145 | 0.185118 | 0.370236 | 0.814882 |
146 | 0.176178 | 0.352357 | 0.823822 |
147 | 0.185857 | 0.371714 | 0.814143 |
148 | 0.203247 | 0.406494 | 0.796753 |
149 | 0.221733 | 0.443466 | 0.778267 |
150 | 0.222518 | 0.445036 | 0.777482 |
151 | 0.200035 | 0.40007 | 0.799965 |
152 | 0.180178 | 0.360357 | 0.819822 |
153 | 0.192305 | 0.384609 | 0.807695 |
154 | 0.208521 | 0.417042 | 0.791479 |
155 | 0.193587 | 0.387174 | 0.806413 |
156 | 0.16993 | 0.339861 | 0.83007 |
157 | 0.152535 | 0.30507 | 0.847465 |
158 | 0.237079 | 0.474157 | 0.762921 |
159 | 0.255709 | 0.511419 | 0.744291 |
160 | 0.233148 | 0.466295 | 0.766852 |
161 | 0.210567 | 0.421135 | 0.789433 |
162 | 0.186424 | 0.372848 | 0.813576 |
163 | 0.1653 | 0.330599 | 0.8347 |
164 | 0.270743 | 0.541485 | 0.729257 |
165 | 0.265509 | 0.531018 | 0.734491 |
166 | 0.263304 | 0.526607 | 0.736696 |
167 | 0.234708 | 0.469417 | 0.765292 |
168 | 0.213027 | 0.426053 | 0.786973 |
169 | 0.27096 | 0.54192 | 0.72904 |
170 | 0.295506 | 0.591011 | 0.704494 |
171 | 0.267862 | 0.535723 | 0.732138 |
172 | 0.263383 | 0.526767 | 0.736617 |
173 | 0.431744 | 0.863487 | 0.568256 |
174 | 0.417969 | 0.835938 | 0.582031 |
175 | 0.440361 | 0.880721 | 0.559639 |
176 | 0.449924 | 0.899848 | 0.550076 |
177 | 0.50886 | 0.982281 | 0.49114 |
178 | 0.475293 | 0.950586 | 0.524707 |
179 | 0.452876 | 0.905752 | 0.547124 |
180 | 0.452354 | 0.904708 | 0.547646 |
181 | 0.415099 | 0.830199 | 0.584901 |
182 | 0.408397 | 0.816793 | 0.591603 |
183 | 0.3711 | 0.742201 | 0.6289 |
184 | 0.3441 | 0.688201 | 0.6559 |
185 | 0.360036 | 0.720072 | 0.639964 |
186 | 0.351386 | 0.702773 | 0.648614 |
187 | 0.316584 | 0.633169 | 0.683416 |
188 | 0.28738 | 0.574759 | 0.71262 |
189 | 0.256132 | 0.512263 | 0.743868 |
190 | 0.234777 | 0.469553 | 0.765223 |
191 | 0.241062 | 0.482123 | 0.758938 |
192 | 0.222497 | 0.444993 | 0.777503 |
193 | 0.240848 | 0.481696 | 0.759152 |
194 | 0.22944 | 0.45888 | 0.77056 |
195 | 0.229158 | 0.458317 | 0.770842 |
196 | 0.240685 | 0.481369 | 0.759315 |
197 | 0.285663 | 0.571326 | 0.714337 |
198 | 0.265158 | 0.530316 | 0.734842 |
199 | 0.300507 | 0.601015 | 0.699493 |
200 | 0.268022 | 0.536045 | 0.731978 |
201 | 0.305343 | 0.610686 | 0.694657 |
202 | 0.282169 | 0.564338 | 0.717831 |
203 | 0.321042 | 0.642084 | 0.678958 |
204 | 0.28347 | 0.566939 | 0.71653 |
205 | 0.25026 | 0.50052 | 0.74974 |
206 | 0.229201 | 0.458401 | 0.770799 |
207 | 0.199208 | 0.398417 | 0.800792 |
208 | 0.228284 | 0.456568 | 0.771716 |
209 | 0.196936 | 0.393872 | 0.803064 |
210 | 0.199361 | 0.398723 | 0.800639 |
211 | 0.223197 | 0.446393 | 0.776803 |
212 | 0.213109 | 0.426217 | 0.786891 |
213 | 0.186242 | 0.372484 | 0.813758 |
214 | 0.23579 | 0.47158 | 0.76421 |
215 | 0.210923 | 0.421846 | 0.789077 |
216 | 0.199221 | 0.398441 | 0.800779 |
217 | 0.221802 | 0.443604 | 0.778198 |
218 | 0.190625 | 0.38125 | 0.809375 |
219 | 0.180599 | 0.361197 | 0.819401 |
220 | 0.190694 | 0.381387 | 0.809306 |
221 | 0.207716 | 0.415432 | 0.792284 |
222 | 0.201491 | 0.402982 | 0.798509 |
223 | 0.191807 | 0.383613 | 0.808193 |
224 | 0.160935 | 0.32187 | 0.839065 |
225 | 0.171406 | 0.342811 | 0.828594 |
226 | 0.198711 | 0.397422 | 0.801289 |
227 | 0.409464 | 0.818927 | 0.590536 |
228 | 0.386639 | 0.773278 | 0.613361 |
229 | 0.359546 | 0.719092 | 0.640454 |
230 | 0.344429 | 0.688857 | 0.655571 |
231 | 0.300569 | 0.601139 | 0.699431 |
232 | 0.335303 | 0.670607 | 0.664697 |
233 | 0.292743 | 0.585486 | 0.707257 |
234 | 0.248144 | 0.496288 | 0.751856 |
235 | 0.247788 | 0.495577 | 0.752212 |
236 | 0.225537 | 0.451075 | 0.774463 |
237 | 0.193083 | 0.386167 | 0.806917 |
238 | 0.15326 | 0.30652 | 0.84674 |
239 | 0.289434 | 0.578868 | 0.710566 |
240 | 0.284653 | 0.569307 | 0.715347 |
241 | 0.250042 | 0.500084 | 0.749958 |
242 | 0.465586 | 0.931173 | 0.534414 |
243 | 0.420149 | 0.840298 | 0.579851 |
244 | 0.354216 | 0.708433 | 0.645784 |
245 | 0.507439 | 0.985121 | 0.492561 |
246 | 0.42254 | 0.845079 | 0.57746 |
247 | 0.343375 | 0.686749 | 0.656625 |
248 | 0.495936 | 0.991873 | 0.504064 |
249 | 0.395589 | 0.791177 | 0.604411 |
250 | 0.297558 | 0.595115 | 0.702442 |
251 | 0.439911 | 0.879822 | 0.560089 |
252 | 0.940251 | 0.119499 | 0.0597494 |
253 | 0.873625 | 0.25275 | 0.126375 |
254 | 0.810999 | 0.378002 | 0.189001 |
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 | 16 | 0.0653061 | NOK |
10% type I error level | 32 | 0.130612 | NOK |