Multiple Linear Regression - Estimated Regression Equation |
Separate[t] = + 15.934 + 0.414995Connected[t] + 0.128945Learning[t] + 0.122129Software[t] + 0.0320859Happiness[t] + 0.00378736Depression[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) | 15.934 | 2.90303 | 5.489 | 9.67102e-08 | 4.83551e-08 |
Connected | 0.414995 | 0.0547229 | 7.584 | 6.0858e-13 | 3.0429e-13 |
Learning | 0.128945 | 0.108559 | 1.188 | 0.23601 | 0.118005 |
Software | 0.122129 | 0.111659 | 1.094 | 0.275076 | 0.137538 |
Happiness | 0.0320859 | 0.100871 | 0.3181 | 0.750674 | 0.375337 |
Depression | 0.00378736 | 0.0723823 | 0.05232 | 0.958311 | 0.479155 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.47868 |
R-squared | 0.229135 |
Adjusted R-squared | 0.214196 |
F-TEST (value) | 15.3378 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 258 |
p-value | 3.35398e-13 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 3.28347 |
Sum Squared Residuals | 2781.54 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 38 | 36.5853 | 1.4147 |
2 | 32 | 36.1446 | -4.14457 |
3 | 35 | 33.0717 | 1.92827 |
4 | 33 | 31.8963 | 1.1037 |
5 | 37 | 34.0297 | 2.97033 |
6 | 29 | 33.9794 | -4.97942 |
7 | 31 | 36.5669 | -5.56686 |
8 | 36 | 34.1787 | 1.8213 |
9 | 35 | 34.6638 | 0.336217 |
10 | 38 | 34.8527 | 3.1473 |
11 | 31 | 35.5716 | -4.57158 |
12 | 34 | 35.0424 | -1.04244 |
13 | 35 | 35.6102 | -0.610171 |
14 | 38 | 36.0918 | 1.90824 |
15 | 37 | 34.2683 | 2.73172 |
16 | 33 | 33.1158 | -0.115812 |
17 | 32 | 34.5315 | -2.53153 |
18 | 38 | 36.3354 | 1.6646 |
19 | 38 | 36.2703 | 1.72967 |
20 | 32 | 33.3051 | -1.30514 |
21 | 33 | 33.2339 | -0.233929 |
22 | 31 | 32.7335 | -1.73351 |
23 | 38 | 36.6511 | 1.34889 |
24 | 39 | 35.1334 | 3.86657 |
25 | 32 | 36.3636 | -4.36356 |
26 | 32 | 37.0514 | -5.05142 |
27 | 35 | 34.7133 | 0.286712 |
28 | 37 | 33.7789 | 3.22115 |
29 | 33 | 33.6918 | -0.691839 |
30 | 33 | 33.4726 | -0.472553 |
31 | 31 | 32.7461 | -1.74605 |
32 | 32 | 30.1372 | 1.86281 |
33 | 31 | 34.8987 | -3.89869 |
34 | 37 | 34.0955 | 2.90453 |
35 | 30 | 33.8131 | -3.81307 |
36 | 33 | 31.9019 | 1.09811 |
37 | 31 | 30.722 | 0.277992 |
38 | 33 | 34.6714 | -1.67136 |
39 | 31 | 31.8366 | -0.836623 |
40 | 33 | 34.1982 | -1.19825 |
41 | 32 | 35.0886 | -3.08862 |
42 | 33 | 33.881 | -0.881029 |
43 | 32 | 36.6583 | -4.65834 |
44 | 33 | 33.9234 | -0.923421 |
45 | 28 | 35.2533 | -7.2533 |
46 | 35 | 34.575 | 0.42504 |
47 | 39 | 35.6121 | 3.38789 |
48 | 34 | 33.4294 | 0.570598 |
49 | 38 | 34.8827 | 3.11735 |
50 | 32 | 35.4334 | -3.43339 |
51 | 38 | 33.538 | 4.46196 |
52 | 30 | 32.7426 | -2.74261 |
53 | 33 | 32.6479 | 0.352132 |
54 | 38 | 34.1327 | 3.8673 |
55 | 32 | 31.4117 | 0.588299 |
56 | 35 | 34.363 | 0.636955 |
57 | 34 | 36.2101 | -2.21011 |
58 | 34 | 32.0129 | 1.98708 |
59 | 36 | 34.9893 | 1.01066 |
60 | 34 | 34.1851 | -0.185099 |
61 | 28 | 31.1185 | -3.11855 |
62 | 34 | 35.6951 | -1.69507 |
63 | 35 | 34.2152 | 0.784826 |
64 | 35 | 32.4497 | 2.55026 |
65 | 31 | 34.103 | -3.10305 |
66 | 37 | 34.6011 | 2.39889 |
67 | 35 | 35.322 | -0.321991 |
68 | 27 | 32.4788 | -5.47878 |
69 | 40 | 35.6622 | 4.33776 |
70 | 37 | 34.5218 | 2.47817 |
71 | 36 | 34.4688 | 1.53125 |
72 | 38 | 32.5177 | 5.4823 |
73 | 39 | 34.6052 | 4.3948 |
74 | 41 | 36.2538 | 4.74619 |
75 | 27 | 34.0313 | -7.0313 |
76 | 30 | 35.867 | -5.86704 |
77 | 37 | 35.5343 | 1.46567 |
78 | 31 | 33.9319 | -2.93189 |
79 | 31 | 31.2262 | -0.226241 |
80 | 27 | 35.2687 | -8.26871 |
81 | 36 | 33.6805 | 2.31952 |
82 | 37 | 34.5029 | 2.49711 |
83 | 33 | 35.2474 | -2.24738 |
84 | 34 | 33.0182 | 0.981806 |
85 | 31 | 33.4117 | -2.41171 |
86 | 39 | 35.1387 | 3.86125 |
87 | 34 | 33.6522 | 0.347822 |
88 | 32 | 31.9715 | 0.0285253 |
89 | 33 | 33.3365 | -0.336505 |
90 | 36 | 32.0401 | 3.95994 |
91 | 32 | 35.3718 | -3.37177 |
92 | 41 | 34.518 | 6.48196 |
93 | 28 | 33.1196 | -5.1196 |
94 | 30 | 31.5752 | -1.57517 |
95 | 36 | 35.9583 | 0.0417272 |
96 | 35 | 35.3853 | -0.385264 |
97 | 31 | 34.112 | -3.11199 |
98 | 34 | 35.4046 | -1.40463 |
99 | 36 | 32.7595 | 3.24046 |
100 | 36 | 36.0601 | -0.0600938 |
101 | 35 | 35.141 | -0.141006 |
102 | 37 | 35.8435 | 1.1565 |
103 | 28 | 32.8861 | -4.88606 |
104 | 39 | 33.5773 | 5.42272 |
105 | 32 | 36.0364 | -4.03639 |
106 | 35 | 35.9165 | -0.916482 |
107 | 39 | 37.0194 | 1.98063 |
108 | 35 | 34.6581 | 0.341948 |
109 | 42 | 36.5928 | 5.4072 |
110 | 34 | 32.4469 | 1.55315 |
111 | 33 | 32.9816 | 0.0184488 |
112 | 41 | 33.2081 | 7.79187 |
113 | 33 | 32.7396 | 0.26042 |
114 | 34 | 34.6805 | -0.680461 |
115 | 32 | 35.7488 | -3.74877 |
116 | 40 | 33.524 | 6.47601 |
117 | 40 | 33.3246 | 6.67545 |
118 | 35 | 33.1319 | 1.86815 |
119 | 36 | 35.7385 | 0.261486 |
120 | 37 | 33.0904 | 3.9096 |
121 | 27 | 32.9519 | -5.95189 |
122 | 39 | 35.3686 | 3.63139 |
123 | 38 | 35.5734 | 2.42665 |
124 | 31 | 34.9186 | -3.91864 |
125 | 33 | 33.1527 | -0.152703 |
126 | 32 | 35.8501 | -3.85005 |
127 | 39 | 38.3126 | 0.68738 |
128 | 36 | 33.3135 | 2.68651 |
129 | 33 | 33.8801 | -0.88013 |
130 | 33 | 32.9571 | 0.0429489 |
131 | 32 | 30.5513 | 1.44873 |
132 | 37 | 36.0931 | 0.906864 |
133 | 30 | 30.5677 | -0.567746 |
134 | 38 | 35.0864 | 2.91365 |
135 | 29 | 33.18 | -4.17998 |
136 | 22 | 30.7694 | -8.76938 |
137 | 35 | 33.8237 | 1.17633 |
138 | 35 | 31.4371 | 3.5629 |
139 | 34 | 33.5062 | 0.493833 |
140 | 35 | 31.779 | 3.22101 |
141 | 34 | 32.7732 | 1.22682 |
142 | 37 | 31.9836 | 5.01639 |
143 | 35 | 32.9025 | 2.09747 |
144 | 23 | 32.7321 | -9.73214 |
145 | 31 | 35.3553 | -4.35534 |
146 | 27 | 33.6814 | -6.68137 |
147 | 36 | 34.4179 | 1.58214 |
148 | 31 | 33.1692 | -2.16922 |
149 | 32 | 33.595 | -1.59503 |
150 | 39 | 34.407 | 4.59299 |
151 | 37 | 37.3672 | -0.367166 |
152 | 38 | 33.7536 | 4.24641 |
153 | 39 | 33.6852 | 5.31478 |
154 | 34 | 34.8468 | -0.846826 |
155 | 31 | 32.3806 | -1.38063 |
156 | 32 | 35.3718 | -3.37177 |
157 | 37 | 32.1251 | 4.87485 |
158 | 36 | 33.3135 | 2.68651 |
159 | 32 | 33.9016 | -1.9016 |
160 | 38 | 32.1914 | 5.80856 |
161 | 36 | 33.1749 | 2.82512 |
162 | 26 | 30.4482 | -4.44822 |
163 | 26 | 31.8255 | -5.82546 |
164 | 33 | 36.1948 | -3.19483 |
165 | 39 | 33.5883 | 5.41165 |
166 | 30 | 28.6004 | 1.39956 |
167 | 33 | 32.0272 | 0.972827 |
168 | 25 | 30.0459 | -5.04589 |
169 | 38 | 33.5351 | 4.46494 |
170 | 37 | 31.0245 | 5.9755 |
171 | 31 | 33.8755 | -2.87551 |
172 | 37 | 34.9613 | 2.03867 |
173 | 35 | 36.0517 | -1.05167 |
174 | 25 | 30.4658 | -5.46579 |
175 | 28 | 34.4493 | -6.44934 |
176 | 35 | 32.9427 | 2.05734 |
177 | 33 | 34.1626 | -1.16258 |
178 | 30 | 31.4836 | -1.48358 |
179 | 31 | 32.3766 | -1.37664 |
180 | 37 | 34.7563 | 2.2437 |
181 | 36 | 34.8934 | 1.10662 |
182 | 30 | 33.0612 | -3.06122 |
183 | 36 | 33.6037 | 2.39629 |
184 | 32 | 35.5906 | -3.59063 |
185 | 28 | 28.1161 | -0.116056 |
186 | 36 | 33.2316 | 2.76839 |
187 | 34 | 34.9116 | -0.911553 |
188 | 31 | 35.0478 | -4.0478 |
189 | 28 | 30.2973 | -2.29732 |
190 | 36 | 31.6754 | 4.32462 |
191 | 36 | 32.8868 | 3.11318 |
192 | 40 | 35.7196 | 4.28042 |
193 | 33 | 31.6657 | 1.33431 |
194 | 37 | 34.2789 | 2.72107 |
195 | 32 | 32.6457 | -0.645749 |
196 | 38 | 35.119 | 2.88096 |
197 | 31 | 33.7273 | -2.7273 |
198 | 37 | 33.6635 | 3.33646 |
199 | 33 | 32.8619 | 0.138105 |
200 | 32 | 30.7189 | 1.28108 |
201 | 30 | 32.2657 | -2.2657 |
202 | 30 | 29.4472 | 0.552839 |
203 | 31 | 33.1485 | -2.14853 |
204 | 32 | 33.5269 | -1.52688 |
205 | 34 | 33.063 | 0.936986 |
206 | 36 | 33.852 | 2.14803 |
207 | 37 | 34.36 | 2.63996 |
208 | 36 | 34.5577 | 1.4423 |
209 | 33 | 33.9837 | -0.983666 |
210 | 33 | 33.7581 | -0.758141 |
211 | 33 | 33.4099 | -0.409899 |
212 | 44 | 36.5167 | 7.48326 |
213 | 39 | 32.9126 | 6.08743 |
214 | 32 | 31.6652 | 0.334826 |
215 | 35 | 34.4048 | 0.595153 |
216 | 25 | 31.1109 | -6.11093 |
217 | 35 | 33.7515 | 1.24854 |
218 | 34 | 35.64 | -1.64 |
219 | 35 | 33.8672 | 1.13283 |
220 | 39 | 34.8079 | 4.19212 |
221 | 33 | 33.9991 | -0.999074 |
222 | 36 | 35.2892 | 0.710825 |
223 | 32 | 33.4138 | -1.41383 |
224 | 32 | 31.9607 | 0.0392573 |
225 | 36 | 33.1876 | 2.81239 |
226 | 36 | 31.5294 | 4.47056 |
227 | 32 | 32.4767 | -0.476681 |
228 | 34 | 32.9637 | 1.03627 |
229 | 33 | 32.9052 | 0.0947964 |
230 | 35 | 33.0925 | 1.90747 |
231 | 30 | 32.9476 | -2.94756 |
232 | 38 | 32.489 | 5.51103 |
233 | 34 | 32.5251 | 1.47487 |
234 | 33 | 37.4611 | -4.46114 |
235 | 32 | 33.4889 | -1.48889 |
236 | 31 | 33.9195 | -2.91949 |
237 | 30 | 32.9868 | -2.9868 |
238 | 27 | 34.482 | -7.48203 |
239 | 31 | 31.8601 | -0.860067 |
240 | 30 | 33.8316 | -3.83158 |
241 | 32 | 30.0862 | 1.91384 |
242 | 35 | 33.6783 | 1.32175 |
243 | 28 | 29.6553 | -1.65535 |
244 | 33 | 33.3135 | -0.313533 |
245 | 31 | 34.9786 | -3.97861 |
246 | 35 | 30.9219 | 4.07806 |
247 | 35 | 32.5922 | 2.40782 |
248 | 32 | 33.7988 | -1.79876 |
249 | 21 | 26.7399 | -5.73991 |
250 | 20 | 27.741 | -7.74105 |
251 | 34 | 31.6065 | 2.39352 |
252 | 32 | 32.2547 | -0.25471 |
253 | 34 | 33.6127 | 0.387268 |
254 | 32 | 33.2575 | -1.25749 |
255 | 33 | 34.5069 | -1.50688 |
256 | 33 | 33.6343 | -0.634343 |
257 | 37 | 34.3558 | 2.64418 |
258 | 32 | 31.9381 | 0.0619252 |
259 | 34 | 34.8466 | -0.84664 |
260 | 30 | 31.6922 | -1.69217 |
261 | 30 | 30.9111 | -0.911134 |
262 | 38 | 33.4545 | 4.54547 |
263 | 36 | 35.115 | 0.884959 |
264 | 32 | 31.3679 | 0.63208 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
9 | 0.339981 | 0.679962 | 0.660019 |
10 | 0.574617 | 0.850766 | 0.425383 |
11 | 0.43393 | 0.86786 | 0.56607 |
12 | 0.446271 | 0.892541 | 0.553729 |
13 | 0.379293 | 0.758585 | 0.620707 |
14 | 0.47512 | 0.950241 | 0.52488 |
15 | 0.454661 | 0.909323 | 0.545339 |
16 | 0.391861 | 0.783722 | 0.608139 |
17 | 0.341213 | 0.682427 | 0.658787 |
18 | 0.39876 | 0.797521 | 0.60124 |
19 | 0.355244 | 0.710487 | 0.644756 |
20 | 0.297456 | 0.594912 | 0.702544 |
21 | 0.231119 | 0.462238 | 0.768881 |
22 | 0.230619 | 0.461237 | 0.769381 |
23 | 0.182665 | 0.365331 | 0.817335 |
24 | 0.20156 | 0.403121 | 0.79844 |
25 | 0.225702 | 0.451403 | 0.774298 |
26 | 0.368481 | 0.736962 | 0.631519 |
27 | 0.313112 | 0.626223 | 0.686888 |
28 | 0.28531 | 0.570621 | 0.71469 |
29 | 0.23878 | 0.477559 | 0.76122 |
30 | 0.193778 | 0.387556 | 0.806222 |
31 | 0.175415 | 0.35083 | 0.824585 |
32 | 0.141696 | 0.283392 | 0.858304 |
33 | 0.135546 | 0.271091 | 0.864454 |
34 | 0.131473 | 0.262946 | 0.868527 |
35 | 0.152847 | 0.305694 | 0.847153 |
36 | 0.131424 | 0.262848 | 0.868576 |
37 | 0.105133 | 0.210266 | 0.894867 |
38 | 0.0849067 | 0.169813 | 0.915093 |
39 | 0.0686022 | 0.137204 | 0.931398 |
40 | 0.0530171 | 0.106034 | 0.946983 |
41 | 0.0456429 | 0.0912858 | 0.954357 |
42 | 0.0345745 | 0.0691491 | 0.965425 |
43 | 0.042227 | 0.084454 | 0.957773 |
44 | 0.031943 | 0.0638859 | 0.968057 |
45 | 0.0683618 | 0.136724 | 0.931638 |
46 | 0.0545578 | 0.109116 | 0.945442 |
47 | 0.0698971 | 0.139794 | 0.930103 |
48 | 0.0553323 | 0.110665 | 0.944668 |
49 | 0.0649558 | 0.129912 | 0.935044 |
50 | 0.0613239 | 0.122648 | 0.938676 |
51 | 0.0694356 | 0.138871 | 0.930564 |
52 | 0.0671028 | 0.134206 | 0.932897 |
53 | 0.0534631 | 0.106926 | 0.946537 |
54 | 0.0571094 | 0.114219 | 0.942891 |
55 | 0.0481526 | 0.0963053 | 0.951847 |
56 | 0.0445965 | 0.089193 | 0.955403 |
57 | 0.036328 | 0.072656 | 0.963672 |
58 | 0.0289931 | 0.0579861 | 0.971007 |
59 | 0.0242324 | 0.0484649 | 0.975768 |
60 | 0.0184235 | 0.0368469 | 0.981577 |
61 | 0.0202464 | 0.0404929 | 0.979754 |
62 | 0.0158606 | 0.0317212 | 0.984139 |
63 | 0.0119349 | 0.0238699 | 0.988065 |
64 | 0.0101525 | 0.020305 | 0.989847 |
65 | 0.0103967 | 0.0207934 | 0.989603 |
66 | 0.00905624 | 0.0181125 | 0.990944 |
67 | 0.0067346 | 0.0134692 | 0.993265 |
68 | 0.0148435 | 0.029687 | 0.985156 |
69 | 0.020007 | 0.040014 | 0.979993 |
70 | 0.0187376 | 0.0374752 | 0.981262 |
71 | 0.0160781 | 0.0321562 | 0.983922 |
72 | 0.0239121 | 0.0478242 | 0.976088 |
73 | 0.0289857 | 0.0579714 | 0.971014 |
74 | 0.0415063 | 0.0830126 | 0.958494 |
75 | 0.0929962 | 0.185992 | 0.907004 |
76 | 0.110105 | 0.22021 | 0.889895 |
77 | 0.0948185 | 0.189637 | 0.905181 |
78 | 0.0898054 | 0.179611 | 0.910195 |
79 | 0.0804314 | 0.160863 | 0.919569 |
80 | 0.184703 | 0.369406 | 0.815297 |
81 | 0.171446 | 0.342892 | 0.828554 |
82 | 0.164082 | 0.328164 | 0.835918 |
83 | 0.152018 | 0.304036 | 0.847982 |
84 | 0.131403 | 0.262807 | 0.868597 |
85 | 0.119229 | 0.238459 | 0.880771 |
86 | 0.14583 | 0.291659 | 0.85417 |
87 | 0.12487 | 0.24974 | 0.87513 |
88 | 0.106524 | 0.213048 | 0.893476 |
89 | 0.0899291 | 0.179858 | 0.910071 |
90 | 0.0931081 | 0.186216 | 0.906892 |
91 | 0.0986914 | 0.197383 | 0.901309 |
92 | 0.161804 | 0.323608 | 0.838196 |
93 | 0.212037 | 0.424075 | 0.787963 |
94 | 0.201219 | 0.402438 | 0.798781 |
95 | 0.178735 | 0.35747 | 0.821265 |
96 | 0.155573 | 0.311147 | 0.844427 |
97 | 0.147986 | 0.295973 | 0.852014 |
98 | 0.13124 | 0.262479 | 0.86876 |
99 | 0.130615 | 0.26123 | 0.869385 |
100 | 0.11209 | 0.224179 | 0.88791 |
101 | 0.0968674 | 0.193735 | 0.903133 |
102 | 0.0839615 | 0.167923 | 0.916039 |
103 | 0.101717 | 0.203434 | 0.898283 |
104 | 0.134529 | 0.269058 | 0.865471 |
105 | 0.140289 | 0.280579 | 0.859711 |
106 | 0.122238 | 0.244476 | 0.877762 |
107 | 0.113857 | 0.227714 | 0.886143 |
108 | 0.101431 | 0.202862 | 0.898569 |
109 | 0.149263 | 0.298527 | 0.850737 |
110 | 0.132069 | 0.264138 | 0.867931 |
111 | 0.113595 | 0.22719 | 0.886405 |
112 | 0.233384 | 0.466768 | 0.766616 |
113 | 0.207582 | 0.415163 | 0.792418 |
114 | 0.185537 | 0.371073 | 0.814463 |
115 | 0.192334 | 0.384668 | 0.807666 |
116 | 0.261503 | 0.523006 | 0.738497 |
117 | 0.368125 | 0.73625 | 0.631875 |
118 | 0.344411 | 0.688821 | 0.655589 |
119 | 0.312262 | 0.624525 | 0.687738 |
120 | 0.320768 | 0.641535 | 0.679232 |
121 | 0.412098 | 0.824196 | 0.587902 |
122 | 0.417805 | 0.83561 | 0.582195 |
123 | 0.402721 | 0.805442 | 0.597279 |
124 | 0.421171 | 0.842341 | 0.578829 |
125 | 0.387077 | 0.774155 | 0.612923 |
126 | 0.398341 | 0.796682 | 0.601659 |
127 | 0.371076 | 0.742152 | 0.628924 |
128 | 0.358461 | 0.716923 | 0.641539 |
129 | 0.331224 | 0.662447 | 0.668776 |
130 | 0.300649 | 0.601299 | 0.699351 |
131 | 0.278115 | 0.556229 | 0.721885 |
132 | 0.256359 | 0.512718 | 0.743641 |
133 | 0.236813 | 0.473627 | 0.763187 |
134 | 0.229867 | 0.459734 | 0.770133 |
135 | 0.25216 | 0.50432 | 0.74784 |
136 | 0.4541 | 0.9082 | 0.5459 |
137 | 0.423146 | 0.846292 | 0.576854 |
138 | 0.42976 | 0.85952 | 0.57024 |
139 | 0.39558 | 0.79116 | 0.60442 |
140 | 0.393972 | 0.787944 | 0.606028 |
141 | 0.365348 | 0.730697 | 0.634652 |
142 | 0.410522 | 0.821044 | 0.589478 |
143 | 0.390585 | 0.78117 | 0.609415 |
144 | 0.667785 | 0.664431 | 0.332215 |
145 | 0.695534 | 0.608932 | 0.304466 |
146 | 0.794257 | 0.411487 | 0.205743 |
147 | 0.773191 | 0.453617 | 0.226809 |
148 | 0.761457 | 0.477087 | 0.238543 |
149 | 0.740829 | 0.518342 | 0.259171 |
150 | 0.770584 | 0.458832 | 0.229416 |
151 | 0.743271 | 0.513458 | 0.256729 |
152 | 0.757935 | 0.48413 | 0.242065 |
153 | 0.794387 | 0.411225 | 0.205613 |
154 | 0.772652 | 0.454696 | 0.227348 |
155 | 0.750151 | 0.499697 | 0.249849 |
156 | 0.758751 | 0.482498 | 0.241249 |
157 | 0.791672 | 0.416657 | 0.208328 |
158 | 0.785692 | 0.428616 | 0.214308 |
159 | 0.773484 | 0.453031 | 0.226516 |
160 | 0.832831 | 0.334338 | 0.167169 |
161 | 0.827784 | 0.344432 | 0.172216 |
162 | 0.847029 | 0.305942 | 0.152971 |
163 | 0.889341 | 0.221318 | 0.110659 |
164 | 0.89269 | 0.21462 | 0.10731 |
165 | 0.915762 | 0.168475 | 0.0842376 |
166 | 0.907421 | 0.185158 | 0.092579 |
167 | 0.892282 | 0.215437 | 0.107718 |
168 | 0.914505 | 0.170991 | 0.0854953 |
169 | 0.923151 | 0.153698 | 0.0768491 |
170 | 0.948328 | 0.103344 | 0.0516718 |
171 | 0.946264 | 0.107472 | 0.0537359 |
172 | 0.938503 | 0.122994 | 0.0614969 |
173 | 0.929217 | 0.141567 | 0.0707834 |
174 | 0.945994 | 0.108012 | 0.0540062 |
175 | 0.972448 | 0.0551036 | 0.0275518 |
176 | 0.968182 | 0.0636351 | 0.0318175 |
177 | 0.962026 | 0.0759488 | 0.0379744 |
178 | 0.954972 | 0.0900551 | 0.0450276 |
179 | 0.946832 | 0.106336 | 0.053168 |
180 | 0.940118 | 0.119765 | 0.0598824 |
181 | 0.928166 | 0.143667 | 0.0718336 |
182 | 0.926007 | 0.147987 | 0.0739934 |
183 | 0.916999 | 0.166001 | 0.0830007 |
184 | 0.92693 | 0.146141 | 0.0730703 |
185 | 0.914504 | 0.170993 | 0.0854964 |
186 | 0.909071 | 0.181857 | 0.0909287 |
187 | 0.895792 | 0.208417 | 0.104208 |
188 | 0.913671 | 0.172658 | 0.086329 |
189 | 0.902372 | 0.195256 | 0.0976279 |
190 | 0.922253 | 0.155494 | 0.0777471 |
191 | 0.91955 | 0.160899 | 0.0804496 |
192 | 0.921752 | 0.156496 | 0.0782481 |
193 | 0.910463 | 0.179073 | 0.0895365 |
194 | 0.902171 | 0.195657 | 0.0978287 |
195 | 0.883245 | 0.23351 | 0.116755 |
196 | 0.872864 | 0.254272 | 0.127136 |
197 | 0.868622 | 0.262757 | 0.131378 |
198 | 0.867923 | 0.264155 | 0.132077 |
199 | 0.843559 | 0.312882 | 0.156441 |
200 | 0.825741 | 0.348518 | 0.174259 |
201 | 0.809246 | 0.381509 | 0.190754 |
202 | 0.786581 | 0.426838 | 0.213419 |
203 | 0.766601 | 0.466799 | 0.233399 |
204 | 0.739292 | 0.521417 | 0.260708 |
205 | 0.704665 | 0.59067 | 0.295335 |
206 | 0.680376 | 0.639249 | 0.319624 |
207 | 0.66173 | 0.676539 | 0.33827 |
208 | 0.626728 | 0.746544 | 0.373272 |
209 | 0.588254 | 0.823493 | 0.411746 |
210 | 0.545658 | 0.908684 | 0.454342 |
211 | 0.500939 | 0.998121 | 0.499061 |
212 | 0.670535 | 0.658931 | 0.329465 |
213 | 0.781651 | 0.436698 | 0.218349 |
214 | 0.745766 | 0.508468 | 0.254234 |
215 | 0.708191 | 0.583617 | 0.291809 |
216 | 0.778044 | 0.443913 | 0.221956 |
217 | 0.749476 | 0.501048 | 0.250524 |
218 | 0.71976 | 0.56048 | 0.28024 |
219 | 0.681064 | 0.637873 | 0.318936 |
220 | 0.72625 | 0.547501 | 0.27375 |
221 | 0.683923 | 0.632154 | 0.316077 |
222 | 0.642319 | 0.715363 | 0.357681 |
223 | 0.597275 | 0.80545 | 0.402725 |
224 | 0.547771 | 0.904459 | 0.452229 |
225 | 0.541763 | 0.916475 | 0.458237 |
226 | 0.623659 | 0.752682 | 0.376341 |
227 | 0.581193 | 0.837613 | 0.418807 |
228 | 0.536048 | 0.927904 | 0.463952 |
229 | 0.480401 | 0.960802 | 0.519599 |
230 | 0.450391 | 0.900781 | 0.549609 |
231 | 0.424718 | 0.849436 | 0.575282 |
232 | 0.595558 | 0.808884 | 0.404442 |
233 | 0.544129 | 0.911742 | 0.455871 |
234 | 0.606062 | 0.787876 | 0.393938 |
235 | 0.547707 | 0.904586 | 0.452293 |
236 | 0.511906 | 0.976189 | 0.488094 |
237 | 0.464697 | 0.929394 | 0.535303 |
238 | 0.746652 | 0.506695 | 0.253348 |
239 | 0.692316 | 0.615369 | 0.307684 |
240 | 0.750201 | 0.499599 | 0.249799 |
241 | 0.745036 | 0.509928 | 0.254964 |
242 | 0.683691 | 0.632618 | 0.316309 |
243 | 0.616816 | 0.766368 | 0.383184 |
244 | 0.539418 | 0.921164 | 0.460582 |
245 | 0.692243 | 0.615514 | 0.307757 |
246 | 0.878879 | 0.242243 | 0.121121 |
247 | 0.8677 | 0.264599 | 0.1323 |
248 | 0.831011 | 0.337979 | 0.168989 |
249 | 0.766998 | 0.466004 | 0.233002 |
250 | 0.932305 | 0.13539 | 0.067695 |
251 | 0.927712 | 0.144577 | 0.0722884 |
252 | 0.870136 | 0.259729 | 0.129864 |
253 | 0.865235 | 0.269531 | 0.134765 |
254 | 0.825476 | 0.349047 | 0.174524 |
255 | 0.840701 | 0.318598 | 0.159299 |
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 | 14 | 0.0566802 | NOK |
10% type I error level | 28 | 0.11336 | NOK |