Multiple Linear Regression - Estimated Regression Equation |
Connected[t] = + 17.0817 + 0.432448Separate[t] + 0.150459Learning[t] -0.0360703Software[t] + 0.0356642Happiness[t] -0.0600916Depression[t] -0.0727511Sport1[t] + 0.141752Sport2[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) | 17.0817 | 3.29021 | 5.192 | 4.2497e-07 | 2.12485e-07 |
Separate | 0.432448 | 0.0580056 | 7.455 | 1.38638e-12 | 6.9319e-13 |
Learning | 0.150459 | 0.111497 | 1.349 | 0.178384 | 0.0891921 |
Software | -0.0360703 | 0.115018 | -0.3136 | 0.754075 | 0.377037 |
Happiness | 0.0356642 | 0.104331 | 0.3418 | 0.732754 | 0.366377 |
Depression | -0.0600916 | 0.076224 | -0.7884 | 0.431218 | 0.215609 |
Sport1 | -0.0727511 | 0.0676197 | -1.076 | 0.282991 | 0.141495 |
Sport2 | 0.141752 | 0.100685 | 1.408 | 0.160382 | 0.0801912 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.480973 |
R-squared | 0.231335 |
Adjusted R-squared | 0.210316 |
F-TEST (value) | 11.0064 |
F-TEST (DF numerator) | 7 |
F-TEST (DF denominator) | 256 |
p-value | 3.75211e-12 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 3.37371 |
Sum Squared Residuals | 2913.77 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 41 | 35.4963 | 5.50367 |
2 | 39 | 34.1026 | 4.89742 |
3 | 30 | 35.2381 | -5.23811 |
4 | 31 | 34.0373 | -3.03735 |
5 | 34 | 35.02 | -1.02002 |
6 | 35 | 32.1266 | 2.87341 |
7 | 39 | 33.4798 | 5.52021 |
8 | 34 | 35.3658 | -1.3658 |
9 | 36 | 34.8203 | 1.17971 |
10 | 37 | 36.334 | 0.66597 |
11 | 38 | 33.7381 | 4.26187 |
12 | 36 | 34.7056 | 1.2944 |
13 | 38 | 34.7264 | 3.27357 |
14 | 39 | 36.0039 | 2.99608 |
15 | 33 | 36.3236 | -3.32359 |
16 | 32 | 33.7181 | -1.71808 |
17 | 36 | 33.3968 | 2.60324 |
18 | 38 | 37.2889 | 0.711127 |
19 | 39 | 36.8804 | 2.11962 |
20 | 32 | 33.6403 | -1.64026 |
21 | 32 | 34.4444 | -2.44442 |
22 | 31 | 33.3031 | -2.30315 |
23 | 39 | 36.432 | 2.56798 |
24 | 37 | 36.7152 | 0.28478 |
25 | 39 | 34.1048 | 4.89519 |
26 | 41 | 33.6314 | 7.36865 |
27 | 36 | 34.7399 | 1.26008 |
28 | 33 | 35.6494 | -2.64939 |
29 | 33 | 33.7249 | -0.72494 |
30 | 34 | 34.0721 | -0.0721079 |
31 | 31 | 33.4672 | -2.46721 |
32 | 27 | 32.7485 | -5.74852 |
33 | 37 | 33.1687 | 3.83128 |
34 | 34 | 36.4743 | -2.47426 |
35 | 34 | 32.0169 | 1.98315 |
36 | 32 | 33.7663 | -1.76626 |
37 | 29 | 31.4482 | -2.44822 |
38 | 36 | 33.77 | 2.23004 |
39 | 29 | 33.5311 | -4.53113 |
40 | 35 | 34.1956 | 0.804376 |
41 | 37 | 33.9561 | 3.04391 |
42 | 34 | 33.5362 | 0.463812 |
43 | 38 | 34.2273 | 3.77266 |
44 | 35 | 33.2962 | 1.70382 |
45 | 38 | 31.7437 | 6.2563 |
46 | 37 | 33.7737 | 3.22627 |
47 | 38 | 36.9454 | 1.05464 |
48 | 33 | 34.5833 | -1.58328 |
49 | 36 | 35.8002 | 0.199762 |
50 | 38 | 33.3188 | 4.68123 |
51 | 32 | 36.3858 | -4.38583 |
52 | 32 | 32.2547 | -0.254658 |
53 | 32 | 32.6973 | -0.697335 |
54 | 34 | 37.0499 | -3.04989 |
55 | 32 | 32.3806 | -0.380555 |
56 | 37 | 34.9043 | 2.0957 |
57 | 39 | 34.5441 | 4.45585 |
58 | 29 | 34.8329 | -5.83285 |
59 | 37 | 35.1215 | 1.87848 |
60 | 35 | 34.361 | 0.639049 |
61 | 30 | 30.507 | -0.507023 |
62 | 38 | 34.279 | 3.72101 |
63 | 34 | 34.775 | -0.774974 |
64 | 31 | 34.1963 | -3.19633 |
65 | 34 | 32.9651 | 1.03486 |
66 | 35 | 35.9926 | -0.992579 |
67 | 36 | 34.9434 | 1.05656 |
68 | 30 | 31.2772 | -1.27718 |
69 | 39 | 36.3093 | 2.69066 |
70 | 35 | 35.6842 | -0.684238 |
71 | 38 | 34.9467 | 3.05325 |
72 | 31 | 35.6429 | -4.64291 |
73 | 34 | 36.8155 | -2.8155 |
74 | 38 | 37.5997 | 0.400328 |
75 | 34 | 31.5114 | 2.48855 |
76 | 39 | 32.7003 | 6.29968 |
77 | 37 | 35.8486 | 1.15141 |
78 | 34 | 33.1575 | 0.842481 |
79 | 28 | 32.825 | -4.82501 |
80 | 37 | 31.4044 | 5.59561 |
81 | 33 | 35.2716 | -2.27156 |
82 | 35 | 36.2644 | -1.26445 |
83 | 37 | 33.8106 | 3.18942 |
84 | 32 | 34.4579 | -2.45794 |
85 | 33 | 33.3129 | -0.312866 |
86 | 38 | 36.4053 | 1.59473 |
87 | 33 | 34.4714 | -1.47141 |
88 | 29 | 33.2061 | -4.20608 |
89 | 33 | 33.1069 | -0.10694 |
90 | 31 | 35.1656 | -4.16559 |
91 | 36 | 33.2483 | 2.75167 |
92 | 35 | 37.4591 | -2.45912 |
93 | 32 | 31.4507 | 0.549266 |
94 | 29 | 32.133 | -3.13303 |
95 | 39 | 35.4484 | 3.55164 |
96 | 37 | 34.6978 | 2.30215 |
97 | 35 | 33.2546 | 1.74538 |
98 | 37 | 34.616 | 2.38401 |
99 | 32 | 35.3211 | -3.32113 |
100 | 38 | 35.4073 | 2.59266 |
101 | 37 | 34.7625 | 2.23751 |
102 | 36 | 36.5872 | -0.587209 |
103 | 32 | 31.9337 | 0.066313 |
104 | 33 | 36.4463 | -3.44627 |
105 | 40 | 32.4872 | 7.51282 |
106 | 38 | 35.3852 | 2.61476 |
107 | 41 | 36.4252 | 4.5748 |
108 | 36 | 34.4325 | 1.5675 |
109 | 43 | 36.618 | 6.38199 |
110 | 30 | 34.6404 | -4.64039 |
111 | 31 | 33.5993 | -2.5993 |
112 | 32 | 38.17 | -6.17001 |
113 | 32 | 31.3044 | 0.69563 |
114 | 37 | 34.2839 | 2.71613 |
115 | 37 | 34.3854 | 2.61463 |
116 | 33 | 36.4244 | -3.42443 |
117 | 34 | 37.2784 | -3.27838 |
118 | 33 | 34.6688 | -1.66883 |
119 | 38 | 35.471 | 2.52897 |
120 | 33 | 34.9174 | -1.91735 |
121 | 31 | 31.3458 | -0.34577 |
122 | 38 | 36.524 | 1.47597 |
123 | 37 | 36.6046 | 0.395405 |
124 | 36 | 33.2175 | 2.78246 |
125 | 31 | 33.9364 | -2.93643 |
126 | 39 | 34.1906 | 4.80945 |
127 | 44 | 36.9671 | 7.03289 |
128 | 33 | 36.2187 | -3.21873 |
129 | 35 | 33.514 | 1.48598 |
130 | 32 | 33.99 | -1.99003 |
131 | 28 | 32.0155 | -4.01553 |
132 | 40 | 36.0539 | 3.94612 |
133 | 27 | 32.0387 | -5.03874 |
134 | 37 | 36.1392 | 0.860798 |
135 | 32 | 32.5051 | -0.505106 |
136 | 28 | 27.9864 | 0.0136295 |
137 | 34 | 35.1058 | -1.1058 |
138 | 30 | 33.9754 | -3.97535 |
139 | 35 | 34.1899 | 0.810134 |
140 | 31 | 34.0824 | -3.08236 |
141 | 32 | 34.587 | -2.58704 |
142 | 30 | 35.8622 | -5.86215 |
143 | 30 | 35.2686 | -5.26861 |
144 | 31 | 29.7712 | 1.22879 |
145 | 40 | 32.9348 | 7.06524 |
146 | 32 | 31.98 | 0.0200486 |
147 | 36 | 34.8056 | 1.1944 |
148 | 32 | 33.2933 | -1.29333 |
149 | 35 | 32.9404 | 2.05961 |
150 | 38 | 36.3778 | 1.62217 |
151 | 42 | 35.2274 | 6.77265 |
152 | 34 | 36.2738 | -2.27377 |
153 | 35 | 36.844 | -1.844 |
154 | 38 | 33.8576 | 4.14244 |
155 | 33 | 32.6404 | 0.359616 |
156 | 36 | 33.2483 | 2.75167 |
157 | 32 | 35.5554 | -3.55537 |
158 | 33 | 36.2187 | -3.21873 |
159 | 34 | 33.9717 | 0.028306 |
160 | 32 | 35.3545 | -3.35452 |
161 | 34 | 35.3202 | -1.32019 |
162 | 27 | 30.1288 | -3.12884 |
163 | 31 | 30.2698 | 0.730168 |
164 | 38 | 33.8961 | 4.10387 |
165 | 34 | 35.9756 | -1.97563 |
166 | 24 | 31.0306 | -7.03065 |
167 | 30 | 33.9699 | -3.96987 |
168 | 26 | 29.5553 | -3.55532 |
169 | 34 | 35.5194 | -1.51939 |
170 | 27 | 34.7971 | -7.79713 |
171 | 37 | 32.1215 | 4.8785 |
172 | 36 | 35.9053 | 0.0946646 |
173 | 41 | 34.2498 | 6.75016 |
174 | 29 | 29.1056 | -0.105644 |
175 | 36 | 31.3514 | 4.64863 |
176 | 32 | 34.5628 | -2.56283 |
177 | 37 | 33.3772 | 3.62278 |
178 | 30 | 31.6744 | -1.67436 |
179 | 31 | 33.1406 | -2.14055 |
180 | 38 | 34.6842 | 3.3158 |
181 | 36 | 35.2119 | 0.788096 |
182 | 35 | 32.3541 | 2.64589 |
183 | 31 | 35.986 | -4.98598 |
184 | 38 | 33.6265 | 4.37351 |
185 | 22 | 31.1922 | -9.19222 |
186 | 32 | 34.6542 | -2.65425 |
187 | 36 | 34.3158 | 1.68425 |
188 | 39 | 32.8962 | 6.10376 |
189 | 28 | 30.5392 | -2.53918 |
190 | 32 | 34.3454 | -2.34544 |
191 | 32 | 32.7293 | -0.729294 |
192 | 38 | 37.0333 | 0.966719 |
193 | 32 | 33.6172 | -1.61715 |
194 | 35 | 35.825 | -0.824975 |
195 | 32 | 33.208 | -1.20801 |
196 | 37 | 36.1902 | 0.80983 |
197 | 34 | 32.9846 | 1.01536 |
198 | 33 | 35.8382 | -2.83823 |
199 | 33 | 33.0121 | -0.0121309 |
200 | 26 | 33.2123 | -7.21225 |
201 | 30 | 32.5463 | -2.54634 |
202 | 24 | 32.265 | -8.265 |
203 | 34 | 32.2606 | 1.73944 |
204 | 34 | 32.9478 | 1.05216 |
205 | 33 | 34.4845 | -1.48449 |
206 | 34 | 35.259 | -1.25899 |
207 | 35 | 36.4836 | -1.48358 |
208 | 35 | 34.9049 | 0.095135 |
209 | 36 | 33.4137 | 2.58629 |
210 | 34 | 34.0747 | -0.0747196 |
211 | 34 | 33.0386 | 0.961399 |
212 | 41 | 38.7935 | 2.20652 |
213 | 32 | 36.4432 | -4.44322 |
214 | 30 | 33.6623 | -3.66234 |
215 | 35 | 34.3584 | 0.641591 |
216 | 28 | 30.4754 | -2.47543 |
217 | 33 | 35.511 | -2.51097 |
218 | 39 | 34.6416 | 4.35837 |
219 | 36 | 33.5134 | 2.48664 |
220 | 36 | 36.8704 | -0.870426 |
221 | 35 | 33.5383 | 1.46166 |
222 | 38 | 34.4199 | 3.58014 |
223 | 33 | 33.0782 | -0.0781919 |
224 | 31 | 33.3941 | -2.39408 |
225 | 34 | 32.135 | 1.86502 |
226 | 32 | 34.4528 | -2.45282 |
227 | 31 | 33.4317 | -2.43165 |
228 | 33 | 33.5099 | -0.509871 |
229 | 34 | 32.7381 | 1.26186 |
230 | 34 | 34.3122 | -0.312151 |
231 | 34 | 32.5029 | 1.49709 |
232 | 33 | 35.3809 | -2.38091 |
233 | 32 | 34.8535 | -2.85353 |
234 | 41 | 34.2804 | 6.71963 |
235 | 34 | 33.5441 | 0.455868 |
236 | 36 | 32.3357 | 3.66426 |
237 | 37 | 31.4055 | 5.5945 |
238 | 36 | 31.0036 | 4.99635 |
239 | 29 | 33.015 | -4.015 |
240 | 37 | 31.9775 | 5.02253 |
241 | 27 | 33.3748 | -6.37481 |
242 | 35 | 33.7335 | 1.26653 |
243 | 28 | 30.7949 | -2.79491 |
244 | 35 | 33.4271 | 1.57294 |
245 | 37 | 33.6247 | 3.37527 |
246 | 29 | 33.8586 | -4.85858 |
247 | 32 | 34.7097 | -2.70972 |
248 | 36 | 32.127 | 3.87303 |
249 | 19 | 27.8639 | -8.8639 |
250 | 21 | 27.0748 | -6.07482 |
251 | 31 | 33.7422 | -2.7422 |
252 | 33 | 32.602 | 0.398012 |
253 | 36 | 34.2484 | 1.75157 |
254 | 33 | 33.826 | -0.825973 |
255 | 37 | 33.4937 | 3.50626 |
256 | 34 | 33.8098 | 0.190233 |
257 | 35 | 34.7549 | 0.245143 |
258 | 31 | 33.1368 | -2.13676 |
259 | 37 | 33.9152 | 3.08475 |
260 | 35 | 31.7575 | 3.24255 |
261 | 27 | 32.424 | -5.42398 |
262 | 34 | 35.4156 | -1.41557 |
263 | 40 | 33.9978 | 6.0022 |
264 | 29 | 33.3373 | -4.33731 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
11 | 0.0462822 | 0.0925644 | 0.953718 |
12 | 0.388048 | 0.776097 | 0.611952 |
13 | 0.561638 | 0.876725 | 0.438362 |
14 | 0.558195 | 0.883609 | 0.441805 |
15 | 0.458186 | 0.916371 | 0.541814 |
16 | 0.493552 | 0.987104 | 0.506448 |
17 | 0.561893 | 0.876215 | 0.438107 |
18 | 0.562988 | 0.874025 | 0.437012 |
19 | 0.474933 | 0.949867 | 0.525067 |
20 | 0.50645 | 0.9871 | 0.49355 |
21 | 0.569061 | 0.861877 | 0.430939 |
22 | 0.538461 | 0.923079 | 0.461539 |
23 | 0.526756 | 0.946488 | 0.473244 |
24 | 0.460331 | 0.920662 | 0.539669 |
25 | 0.514533 | 0.970935 | 0.485467 |
26 | 0.689237 | 0.621526 | 0.310763 |
27 | 0.661675 | 0.676649 | 0.338325 |
28 | 0.615495 | 0.769009 | 0.384505 |
29 | 0.606015 | 0.787971 | 0.393985 |
30 | 0.543324 | 0.913352 | 0.456676 |
31 | 0.533898 | 0.932204 | 0.466102 |
32 | 0.679867 | 0.640266 | 0.320133 |
33 | 0.669151 | 0.661698 | 0.330849 |
34 | 0.628012 | 0.743977 | 0.371988 |
35 | 0.574183 | 0.851634 | 0.425817 |
36 | 0.519578 | 0.960844 | 0.480422 |
37 | 0.476209 | 0.952418 | 0.523791 |
38 | 0.441941 | 0.883882 | 0.558059 |
39 | 0.557868 | 0.884264 | 0.442132 |
40 | 0.504699 | 0.990602 | 0.495301 |
41 | 0.471354 | 0.942708 | 0.528646 |
42 | 0.418975 | 0.837949 | 0.581025 |
43 | 0.380668 | 0.761336 | 0.619332 |
44 | 0.336535 | 0.67307 | 0.663465 |
45 | 0.408475 | 0.81695 | 0.591525 |
46 | 0.418231 | 0.836463 | 0.581769 |
47 | 0.389508 | 0.779016 | 0.610492 |
48 | 0.359668 | 0.719335 | 0.640332 |
49 | 0.315857 | 0.631714 | 0.684143 |
50 | 0.328231 | 0.656462 | 0.671769 |
51 | 0.372437 | 0.744874 | 0.627563 |
52 | 0.337507 | 0.675013 | 0.662493 |
53 | 0.298381 | 0.596762 | 0.701619 |
54 | 0.264939 | 0.529878 | 0.735061 |
55 | 0.229251 | 0.458502 | 0.770749 |
56 | 0.216574 | 0.433148 | 0.783426 |
57 | 0.230667 | 0.461335 | 0.769333 |
58 | 0.337083 | 0.674166 | 0.662917 |
59 | 0.302507 | 0.605013 | 0.697493 |
60 | 0.265003 | 0.530007 | 0.734997 |
61 | 0.236145 | 0.47229 | 0.763855 |
62 | 0.223471 | 0.446942 | 0.776529 |
63 | 0.198509 | 0.397019 | 0.801491 |
64 | 0.202662 | 0.405324 | 0.797338 |
65 | 0.174455 | 0.34891 | 0.825545 |
66 | 0.152701 | 0.305402 | 0.847299 |
67 | 0.129828 | 0.259656 | 0.870172 |
68 | 0.147076 | 0.294153 | 0.852924 |
69 | 0.145943 | 0.291886 | 0.854057 |
70 | 0.124995 | 0.249991 | 0.875005 |
71 | 0.134038 | 0.268075 | 0.865962 |
72 | 0.156397 | 0.312794 | 0.843603 |
73 | 0.152421 | 0.304842 | 0.847579 |
74 | 0.129448 | 0.258895 | 0.870552 |
75 | 0.113567 | 0.227134 | 0.886433 |
76 | 0.152441 | 0.304881 | 0.847559 |
77 | 0.132161 | 0.264321 | 0.867839 |
78 | 0.112212 | 0.224424 | 0.887788 |
79 | 0.143599 | 0.287198 | 0.856401 |
80 | 0.167678 | 0.335356 | 0.832322 |
81 | 0.159225 | 0.31845 | 0.840775 |
82 | 0.138931 | 0.277861 | 0.861069 |
83 | 0.132602 | 0.265204 | 0.867398 |
84 | 0.126369 | 0.252739 | 0.873631 |
85 | 0.110374 | 0.220747 | 0.889626 |
86 | 0.0981849 | 0.19637 | 0.901815 |
87 | 0.087124 | 0.174248 | 0.912876 |
88 | 0.103949 | 0.207898 | 0.896051 |
89 | 0.0873576 | 0.174715 | 0.912642 |
90 | 0.092936 | 0.185872 | 0.907064 |
91 | 0.0861082 | 0.172216 | 0.913892 |
92 | 0.0772867 | 0.154573 | 0.922713 |
93 | 0.0655331 | 0.131066 | 0.934467 |
94 | 0.0672047 | 0.134409 | 0.932795 |
95 | 0.0668549 | 0.13371 | 0.933145 |
96 | 0.0614959 | 0.122992 | 0.938504 |
97 | 0.0529889 | 0.105978 | 0.947011 |
98 | 0.0473721 | 0.0947442 | 0.952628 |
99 | 0.047391 | 0.0947819 | 0.952609 |
100 | 0.0438723 | 0.0877447 | 0.956128 |
101 | 0.0392693 | 0.0785386 | 0.960731 |
102 | 0.0327152 | 0.0654303 | 0.967285 |
103 | 0.0269797 | 0.0539593 | 0.97302 |
104 | 0.0271205 | 0.0542409 | 0.97288 |
105 | 0.0629485 | 0.125897 | 0.937051 |
106 | 0.058864 | 0.117728 | 0.941136 |
107 | 0.0718431 | 0.143686 | 0.928157 |
108 | 0.0622189 | 0.124438 | 0.937781 |
109 | 0.0994283 | 0.198857 | 0.900572 |
110 | 0.116172 | 0.232343 | 0.883828 |
111 | 0.111685 | 0.22337 | 0.888315 |
112 | 0.147536 | 0.295072 | 0.852464 |
113 | 0.137881 | 0.275761 | 0.862119 |
114 | 0.132936 | 0.265873 | 0.867064 |
115 | 0.126647 | 0.253294 | 0.873353 |
116 | 0.12441 | 0.248821 | 0.87559 |
117 | 0.121688 | 0.243377 | 0.878312 |
118 | 0.107219 | 0.214437 | 0.892781 |
119 | 0.101434 | 0.202867 | 0.898566 |
120 | 0.0909101 | 0.18182 | 0.90909 |
121 | 0.08011 | 0.16022 | 0.91989 |
122 | 0.072947 | 0.145894 | 0.927053 |
123 | 0.062184 | 0.124368 | 0.937816 |
124 | 0.0594088 | 0.118818 | 0.940591 |
125 | 0.0561309 | 0.112262 | 0.943869 |
126 | 0.0693256 | 0.138651 | 0.930674 |
127 | 0.125259 | 0.250518 | 0.874741 |
128 | 0.1231 | 0.246199 | 0.8769 |
129 | 0.109525 | 0.219051 | 0.890475 |
130 | 0.101358 | 0.202717 | 0.898642 |
131 | 0.109627 | 0.219254 | 0.890373 |
132 | 0.117712 | 0.235424 | 0.882288 |
133 | 0.141904 | 0.283808 | 0.858096 |
134 | 0.125282 | 0.250564 | 0.874718 |
135 | 0.108617 | 0.217234 | 0.891383 |
136 | 0.0952013 | 0.190403 | 0.904799 |
137 | 0.0818385 | 0.163677 | 0.918162 |
138 | 0.0889245 | 0.177849 | 0.911075 |
139 | 0.0760204 | 0.152041 | 0.92398 |
140 | 0.0742701 | 0.14854 | 0.92573 |
141 | 0.0724015 | 0.144803 | 0.927598 |
142 | 0.100542 | 0.201084 | 0.899458 |
143 | 0.119878 | 0.239756 | 0.880122 |
144 | 0.11371 | 0.22742 | 0.88629 |
145 | 0.196022 | 0.392044 | 0.803978 |
146 | 0.180651 | 0.361301 | 0.819349 |
147 | 0.161956 | 0.323913 | 0.838044 |
148 | 0.143654 | 0.287308 | 0.856346 |
149 | 0.131608 | 0.263216 | 0.868392 |
150 | 0.117069 | 0.234138 | 0.882931 |
151 | 0.187382 | 0.374765 | 0.812618 |
152 | 0.175283 | 0.350566 | 0.824717 |
153 | 0.160722 | 0.321444 | 0.839278 |
154 | 0.171809 | 0.343618 | 0.828191 |
155 | 0.149724 | 0.299448 | 0.850276 |
156 | 0.14642 | 0.292841 | 0.85358 |
157 | 0.152716 | 0.305431 | 0.847284 |
158 | 0.148689 | 0.297378 | 0.851311 |
159 | 0.131594 | 0.263188 | 0.868406 |
160 | 0.13402 | 0.26804 | 0.86598 |
161 | 0.120572 | 0.241144 | 0.879428 |
162 | 0.115823 | 0.231645 | 0.884177 |
163 | 0.106756 | 0.213513 | 0.893244 |
164 | 0.135646 | 0.271292 | 0.864354 |
165 | 0.12378 | 0.247561 | 0.87622 |
166 | 0.211171 | 0.422342 | 0.788829 |
167 | 0.213308 | 0.426617 | 0.786692 |
168 | 0.203833 | 0.407665 | 0.796167 |
169 | 0.184857 | 0.369714 | 0.815143 |
170 | 0.302001 | 0.604002 | 0.697999 |
171 | 0.334745 | 0.669489 | 0.665255 |
172 | 0.301538 | 0.603077 | 0.698462 |
173 | 0.4051 | 0.8102 | 0.5949 |
174 | 0.369417 | 0.738834 | 0.630583 |
175 | 0.435071 | 0.870142 | 0.564929 |
176 | 0.411636 | 0.823273 | 0.588364 |
177 | 0.412111 | 0.824223 | 0.587889 |
178 | 0.38054 | 0.761079 | 0.61946 |
179 | 0.353386 | 0.706772 | 0.646614 |
180 | 0.348044 | 0.696088 | 0.651956 |
181 | 0.314261 | 0.628522 | 0.685739 |
182 | 0.307508 | 0.615016 | 0.692492 |
183 | 0.331418 | 0.662836 | 0.668582 |
184 | 0.398707 | 0.797415 | 0.601293 |
185 | 0.642886 | 0.714229 | 0.357114 |
186 | 0.626491 | 0.747018 | 0.373509 |
187 | 0.621781 | 0.756439 | 0.378219 |
188 | 0.760621 | 0.478758 | 0.239379 |
189 | 0.741643 | 0.516715 | 0.258357 |
190 | 0.747443 | 0.505115 | 0.252557 |
191 | 0.715424 | 0.569153 | 0.284576 |
192 | 0.686302 | 0.627397 | 0.313698 |
193 | 0.655524 | 0.688952 | 0.344476 |
194 | 0.623087 | 0.753826 | 0.376913 |
195 | 0.58544 | 0.82912 | 0.41456 |
196 | 0.545789 | 0.908423 | 0.454211 |
197 | 0.538472 | 0.923056 | 0.461528 |
198 | 0.512333 | 0.975334 | 0.487667 |
199 | 0.470693 | 0.941385 | 0.529307 |
200 | 0.550454 | 0.899093 | 0.449546 |
201 | 0.519117 | 0.961766 | 0.480883 |
202 | 0.674552 | 0.650895 | 0.325448 |
203 | 0.653984 | 0.692031 | 0.346016 |
204 | 0.616138 | 0.767725 | 0.383862 |
205 | 0.576699 | 0.846602 | 0.423301 |
206 | 0.536749 | 0.926502 | 0.463251 |
207 | 0.49756 | 0.99512 | 0.50244 |
208 | 0.453414 | 0.906827 | 0.546586 |
209 | 0.423405 | 0.84681 | 0.576595 |
210 | 0.389724 | 0.779448 | 0.610276 |
211 | 0.349333 | 0.698666 | 0.650667 |
212 | 0.318267 | 0.636534 | 0.681733 |
213 | 0.372311 | 0.744622 | 0.627689 |
214 | 0.351718 | 0.703436 | 0.648282 |
215 | 0.309205 | 0.61841 | 0.690795 |
216 | 0.27377 | 0.547541 | 0.72623 |
217 | 0.24401 | 0.48802 | 0.75599 |
218 | 0.274846 | 0.549692 | 0.725154 |
219 | 0.247112 | 0.494225 | 0.752888 |
220 | 0.22493 | 0.449859 | 0.77507 |
221 | 0.194354 | 0.388708 | 0.805646 |
222 | 0.207407 | 0.414815 | 0.792593 |
223 | 0.172499 | 0.344998 | 0.827501 |
224 | 0.148811 | 0.297621 | 0.851189 |
225 | 0.216193 | 0.432387 | 0.783807 |
226 | 0.199039 | 0.398079 | 0.800961 |
227 | 0.176725 | 0.35345 | 0.823275 |
228 | 0.186571 | 0.373141 | 0.813429 |
229 | 0.153002 | 0.306003 | 0.846998 |
230 | 0.122271 | 0.244542 | 0.877729 |
231 | 0.121778 | 0.243555 | 0.878222 |
232 | 0.268101 | 0.536203 | 0.731899 |
233 | 0.226922 | 0.453845 | 0.773078 |
234 | 0.347495 | 0.694991 | 0.652505 |
235 | 0.297617 | 0.595233 | 0.702383 |
236 | 0.302253 | 0.604506 | 0.697747 |
237 | 0.263905 | 0.52781 | 0.736095 |
238 | 0.354505 | 0.70901 | 0.645495 |
239 | 0.300448 | 0.600897 | 0.699552 |
240 | 0.474333 | 0.948666 | 0.525667 |
241 | 0.54815 | 0.903699 | 0.45185 |
242 | 0.470593 | 0.941186 | 0.529407 |
243 | 0.395726 | 0.791453 | 0.604274 |
244 | 0.384088 | 0.768176 | 0.615912 |
245 | 0.410767 | 0.821534 | 0.589233 |
246 | 0.633616 | 0.732768 | 0.366384 |
247 | 0.632498 | 0.735004 | 0.367502 |
248 | 0.570389 | 0.859221 | 0.429611 |
249 | 0.779239 | 0.441522 | 0.220761 |
250 | 0.728064 | 0.543873 | 0.271936 |
251 | 0.707269 | 0.585461 | 0.292731 |
252 | 0.814608 | 0.370784 | 0.185392 |
253 | 0.723381 | 0.553239 | 0.276619 |
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 | 0 | 0 | OK |
10% type I error level | 8 | 0.0329218 | OK |