Multiple Linear Regression - Estimated Regression Equation |
Connected[t] = + 18.849 + 0.428972Separate[t] + 0.109175Learning[t] -0.0717741Software[t] + 0.00553305Happiness[t] -0.0483079Depression[t] -0.0618539Sport1[t] + 0.131947Sport2[t] -0.00592139t + 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) | 18.849 | 3.39883 | 5.546 | 7.30958e-08 | 3.65479e-08 |
Separate | 0.428972 | 0.0577284 | 7.431 | 1.629e-12 | 8.145e-13 |
Learning | 0.109175 | 0.112958 | 0.9665 | 0.334706 | 0.167353 |
Software | -0.0717741 | 0.115901 | -0.6193 | 0.536292 | 0.268146 |
Happiness | 0.00553305 | 0.104952 | 0.05272 | 0.957996 | 0.478998 |
Depression | -0.0483079 | 0.0760687 | -0.6351 | 0.525962 | 0.262981 |
Sport1 | -0.0618539 | 0.0675008 | -0.9163 | 0.360352 | 0.180176 |
Sport2 | 0.131947 | 0.100284 | 1.316 | 0.189444 | 0.0947218 |
t | -0.00592139 | 0.00307141 | -1.928 | 0.054977 | 0.0274885 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.492319 |
R-squared | 0.242378 |
Adjusted R-squared | 0.218609 |
F-TEST (value) | 10.1974 |
F-TEST (DF numerator) | 8 |
F-TEST (DF denominator) | 255 |
p-value | 2.36799e-12 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 3.35595 |
Sum Squared Residuals | 2871.91 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 41 | 36.1438 | 4.85619 |
2 | 39 | 34.6852 | 4.31483 |
3 | 30 | 35.6869 | -5.68693 |
4 | 31 | 34.9407 | -3.94068 |
5 | 34 | 35.7295 | -1.72947 |
6 | 35 | 32.852 | 2.14801 |
7 | 39 | 33.9372 | 5.06282 |
8 | 34 | 35.9406 | -1.94057 |
9 | 36 | 35.4372 | 0.562772 |
10 | 37 | 37.038 | -0.0379845 |
11 | 38 | 34.301 | 3.69902 |
12 | 36 | 34.9813 | 1.0187 |
13 | 38 | 35.3998 | 2.60018 |
14 | 39 | 36.4507 | 2.54933 |
15 | 33 | 36.6399 | -3.63992 |
16 | 32 | 34.2504 | -2.25038 |
17 | 36 | 34.095 | 1.90496 |
18 | 38 | 37.6102 | 0.389769 |
19 | 39 | 37.2586 | 1.74138 |
20 | 32 | 34.0281 | -2.02812 |
21 | 32 | 34.8061 | -2.80614 |
22 | 31 | 33.8865 | -2.88652 |
23 | 39 | 36.6669 | 2.33309 |
24 | 37 | 37.2024 | -0.202381 |
25 | 39 | 34.5272 | 4.47276 |
26 | 41 | 34.2133 | 6.78672 |
27 | 36 | 35.2622 | 0.737837 |
28 | 33 | 36.0785 | -3.07854 |
29 | 33 | 34.2386 | -1.23856 |
30 | 34 | 34.7325 | -0.732457 |
31 | 31 | 33.9108 | -2.91075 |
32 | 27 | 33.484 | -6.48397 |
33 | 37 | 33.6555 | 3.34449 |
34 | 34 | 36.8862 | -2.88617 |
35 | 34 | 32.5921 | 1.40789 |
36 | 32 | 34.4973 | -2.49734 |
37 | 29 | 32.4427 | -3.4427 |
38 | 36 | 34.2326 | 1.76739 |
39 | 29 | 33.9249 | -4.9249 |
40 | 35 | 34.66 | 0.340021 |
41 | 37 | 34.371 | 2.62897 |
42 | 34 | 34.0024 | -0.00237794 |
43 | 38 | 34.1446 | 3.85543 |
44 | 35 | 33.8193 | 1.18073 |
45 | 38 | 32.2299 | 5.77008 |
46 | 37 | 34.4349 | 2.56506 |
47 | 38 | 37.1974 | 0.80257 |
48 | 33 | 34.9801 | -1.98006 |
49 | 36 | 36.1511 | -0.151098 |
50 | 38 | 33.7863 | 4.21369 |
51 | 32 | 36.5475 | -4.54754 |
52 | 32 | 32.7558 | -0.75577 |
53 | 32 | 33.3166 | -1.31661 |
54 | 34 | 37.2686 | -3.26862 |
55 | 32 | 33.2624 | -1.26243 |
56 | 37 | 35.5124 | 1.48763 |
57 | 39 | 34.803 | 4.19701 |
58 | 29 | 35.0219 | -6.0219 |
59 | 37 | 35.5324 | 1.46756 |
60 | 35 | 34.7935 | 0.206455 |
61 | 30 | 31.3288 | -1.32884 |
62 | 38 | 34.6195 | 3.38047 |
63 | 34 | 35.0982 | -1.09825 |
64 | 31 | 34.4981 | -3.49808 |
65 | 34 | 33.1169 | 0.883124 |
66 | 35 | 36.2941 | -1.2941 |
67 | 36 | 35.1256 | 0.87436 |
68 | 30 | 31.5854 | -1.58541 |
69 | 39 | 36.6203 | 2.3797 |
70 | 35 | 35.8725 | -0.872514 |
71 | 38 | 35.5 | 2.49995 |
72 | 31 | 35.8406 | -4.84057 |
73 | 34 | 36.8852 | -2.88524 |
74 | 38 | 37.5689 | 0.431145 |
75 | 34 | 31.8148 | 2.18519 |
76 | 39 | 33.1438 | 5.85622 |
77 | 37 | 35.8888 | 1.11124 |
78 | 34 | 33.431 | 0.569013 |
79 | 28 | 33.1311 | -5.13108 |
80 | 37 | 31.4943 | 5.50567 |
81 | 33 | 35.4326 | -2.43258 |
82 | 35 | 36.3151 | -1.31513 |
83 | 37 | 33.9572 | 3.04285 |
84 | 32 | 34.6402 | -2.64025 |
85 | 33 | 33.5611 | -0.561087 |
86 | 38 | 36.7057 | 1.29428 |
87 | 33 | 34.576 | -1.57602 |
88 | 29 | 33.302 | -4.30197 |
89 | 33 | 33.5743 | -0.574309 |
90 | 31 | 35.4435 | -4.44349 |
91 | 36 | 33.1781 | 2.82194 |
92 | 35 | 37.5394 | -2.5394 |
93 | 32 | 31.7001 | 0.299862 |
94 | 29 | 32.4408 | -3.44081 |
95 | 39 | 35.5689 | 3.43114 |
96 | 37 | 34.8076 | 2.19243 |
97 | 35 | 33.4646 | 1.53538 |
98 | 37 | 34.6252 | 2.37478 |
99 | 32 | 35.4851 | -3.48506 |
100 | 38 | 35.2895 | 2.71049 |
101 | 37 | 34.938 | 2.06201 |
102 | 36 | 36.3364 | -0.336366 |
103 | 32 | 32.0873 | -0.0873088 |
104 | 33 | 36.5455 | -3.54549 |
105 | 40 | 32.848 | 7.15195 |
106 | 38 | 35.2878 | 2.71221 |
107 | 41 | 36.423 | 4.57701 |
108 | 36 | 34.5256 | 1.47436 |
109 | 43 | 37.0371 | 5.96286 |
110 | 30 | 34.6786 | -4.67855 |
111 | 31 | 33.6545 | -2.65448 |
112 | 32 | 38.1946 | -6.1946 |
113 | 32 | 31.4195 | 0.580487 |
114 | 37 | 34.3719 | 2.62812 |
115 | 37 | 34.2064 | 2.79357 |
116 | 33 | 36.3317 | -3.33167 |
117 | 34 | 37.3803 | -3.38025 |
118 | 33 | 34.7106 | -1.7106 |
119 | 38 | 35.5159 | 2.48406 |
120 | 33 | 34.9961 | -1.99607 |
121 | 31 | 31.2983 | -0.298304 |
122 | 38 | 36.5862 | 1.41376 |
123 | 37 | 36.3607 | 0.639289 |
124 | 36 | 33.0913 | 2.90867 |
125 | 31 | 33.7907 | -2.79068 |
126 | 39 | 34.1477 | 4.85227 |
127 | 44 | 36.7328 | 7.26719 |
128 | 33 | 36.0825 | -3.08248 |
129 | 35 | 33.569 | 1.43102 |
130 | 32 | 33.955 | -1.95504 |
131 | 28 | 32.3818 | -4.38179 |
132 | 40 | 36.0187 | 3.98133 |
133 | 27 | 32.0669 | -5.06695 |
134 | 37 | 36.0193 | 0.980696 |
135 | 32 | 32.414 | -0.413962 |
136 | 28 | 28.2183 | -0.218293 |
137 | 34 | 34.946 | -0.946026 |
138 | 30 | 34.095 | -4.09502 |
139 | 35 | 34.2177 | 0.782283 |
140 | 31 | 34.2231 | -3.22312 |
141 | 32 | 34.3858 | -2.38579 |
142 | 30 | 35.8176 | -5.81757 |
143 | 30 | 34.9671 | -4.96715 |
144 | 31 | 29.6301 | 1.36993 |
145 | 40 | 33.1153 | 6.88468 |
146 | 32 | 31.6082 | 0.391752 |
147 | 36 | 34.7151 | 1.28486 |
148 | 32 | 33.1218 | -1.1218 |
149 | 35 | 33.1533 | 1.8467 |
150 | 38 | 36.5245 | 1.47552 |
151 | 42 | 35.0971 | 6.90286 |
152 | 34 | 36.0227 | -2.02267 |
153 | 35 | 36.828 | -1.82798 |
154 | 38 | 34.0142 | 3.98584 |
155 | 33 | 32.854 | 0.146046 |
156 | 36 | 32.7932 | 3.20683 |
157 | 32 | 35.5869 | -3.58689 |
158 | 33 | 35.9048 | -2.90484 |
159 | 34 | 33.7626 | 0.237386 |
160 | 32 | 35.5369 | -3.5369 |
161 | 34 | 35.2844 | -1.28438 |
162 | 27 | 30.2318 | -3.23184 |
163 | 31 | 30.3655 | 0.634517 |
164 | 38 | 33.5328 | 4.4672 |
165 | 34 | 35.9278 | -1.92779 |
166 | 24 | 31.2167 | -7.21668 |
167 | 30 | 33.7618 | -3.76176 |
168 | 26 | 29.5367 | -3.5367 |
169 | 34 | 35.5094 | -1.50941 |
170 | 27 | 34.6746 | -7.67458 |
171 | 37 | 32.2647 | 4.73527 |
172 | 36 | 35.449 | 0.550986 |
173 | 41 | 34.278 | 6.72202 |
174 | 29 | 29.2426 | -0.242586 |
175 | 36 | 31.0855 | 4.91451 |
176 | 32 | 34.2872 | -2.28718 |
177 | 37 | 33.4374 | 3.56258 |
178 | 30 | 31.667 | -1.66704 |
179 | 31 | 32.769 | -1.76897 |
180 | 38 | 34.6684 | 3.33162 |
181 | 36 | 34.6659 | 1.33406 |
182 | 35 | 32.3135 | 2.68648 |
183 | 31 | 35.2336 | -4.23359 |
184 | 38 | 33.2424 | 4.75757 |
185 | 22 | 31.0861 | -9.0861 |
186 | 32 | 34.335 | -2.33497 |
187 | 36 | 33.8909 | 2.10911 |
188 | 39 | 32.8248 | 6.17515 |
189 | 28 | 30.4535 | -2.45349 |
190 | 32 | 34.4282 | -2.42822 |
191 | 32 | 32.362 | -0.36198 |
192 | 38 | 36.5175 | 1.48251 |
193 | 32 | 33.5893 | -1.58925 |
194 | 35 | 35.3923 | -0.392318 |
195 | 32 | 32.8818 | -0.881836 |
196 | 37 | 35.7283 | 1.27173 |
197 | 34 | 32.6881 | 1.31194 |
198 | 33 | 35.3988 | -2.39879 |
199 | 33 | 32.8827 | 0.117293 |
200 | 26 | 32.7642 | -6.76418 |
201 | 30 | 32.1798 | -2.17978 |
202 | 24 | 31.846 | -7.846 |
203 | 34 | 31.9654 | 2.03455 |
204 | 34 | 32.4906 | 1.5094 |
205 | 33 | 34.0554 | -1.05544 |
206 | 34 | 34.7357 | -0.735713 |
207 | 35 | 35.9498 | -0.949795 |
208 | 35 | 34.1837 | 0.81629 |
209 | 36 | 33.1222 | 2.8778 |
210 | 34 | 33.5919 | 0.408077 |
211 | 34 | 32.7523 | 1.24774 |
212 | 41 | 38.2719 | 2.72815 |
213 | 32 | 36.1009 | -4.10093 |
214 | 30 | 33.3786 | -3.37863 |
215 | 35 | 33.8487 | 1.15128 |
216 | 28 | 29.9493 | -1.9493 |
217 | 33 | 34.8109 | -1.81088 |
218 | 39 | 34.179 | 4.82097 |
219 | 36 | 33.3698 | 2.63019 |
220 | 36 | 36.2484 | -0.248449 |
221 | 35 | 33.1043 | 1.89573 |
222 | 38 | 33.7998 | 4.20019 |
223 | 33 | 32.6182 | 0.381751 |
224 | 31 | 32.9143 | -1.91425 |
225 | 34 | 31.8693 | 2.13073 |
226 | 32 | 34.2469 | -2.24692 |
227 | 31 | 32.6305 | -1.63053 |
228 | 33 | 33.0426 | -0.0425504 |
229 | 34 | 32.5966 | 1.40337 |
230 | 34 | 33.942 | 0.0579603 |
231 | 34 | 32.1188 | 1.88119 |
232 | 33 | 35.0885 | -2.08851 |
233 | 32 | 34.1813 | -2.1813 |
234 | 41 | 33.4466 | 7.55344 |
235 | 34 | 32.8921 | 1.10795 |
236 | 36 | 31.9614 | 4.03863 |
237 | 37 | 31.4625 | 5.53754 |
238 | 36 | 30.2854 | 5.71459 |
239 | 29 | 32.3616 | -3.36161 |
240 | 37 | 31.7197 | 5.28029 |
241 | 27 | 33.0183 | -6.01832 |
242 | 35 | 33.285 | 1.71502 |
243 | 28 | 30.6218 | -2.62183 |
244 | 35 | 33.0379 | 1.96213 |
245 | 37 | 32.9441 | 4.05587 |
246 | 29 | 33.5108 | -4.51082 |
247 | 32 | 34.0979 | -2.09788 |
248 | 36 | 31.6246 | 4.37535 |
249 | 19 | 27.4943 | -8.49433 |
250 | 21 | 26.5858 | -5.58583 |
251 | 31 | 33.265 | -2.26497 |
252 | 33 | 32.3008 | 0.699156 |
253 | 36 | 33.77 | 2.23003 |
254 | 33 | 33.101 | -0.100961 |
255 | 37 | 32.9322 | 4.06776 |
256 | 34 | 33.0994 | 0.900581 |
257 | 35 | 34.1547 | 0.845315 |
258 | 31 | 32.6258 | -1.62583 |
259 | 37 | 33.1542 | 3.84584 |
260 | 35 | 31.7962 | 3.20378 |
261 | 27 | 31.5739 | -4.57388 |
262 | 34 | 34.6452 | -0.645229 |
263 | 40 | 33.7201 | 6.27988 |
264 | 29 | 32.6133 | -3.61334 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
12 | 0.177524 | 0.355048 | 0.822476 |
13 | 0.695084 | 0.609833 | 0.304916 |
14 | 0.658771 | 0.682458 | 0.341229 |
15 | 0.564501 | 0.870999 | 0.435499 |
16 | 0.589906 | 0.820189 | 0.410094 |
17 | 0.654531 | 0.690939 | 0.345469 |
18 | 0.645886 | 0.708228 | 0.354114 |
19 | 0.554984 | 0.890032 | 0.445016 |
20 | 0.58955 | 0.8209 | 0.41045 |
21 | 0.620977 | 0.758046 | 0.379023 |
22 | 0.555905 | 0.888191 | 0.444095 |
23 | 0.568551 | 0.862898 | 0.431449 |
24 | 0.491438 | 0.982875 | 0.508562 |
25 | 0.582692 | 0.834615 | 0.417308 |
26 | 0.742989 | 0.514022 | 0.257011 |
27 | 0.717659 | 0.564683 | 0.282341 |
28 | 0.670815 | 0.65837 | 0.329185 |
29 | 0.650391 | 0.699217 | 0.349609 |
30 | 0.589364 | 0.821271 | 0.410636 |
31 | 0.561723 | 0.876553 | 0.438277 |
32 | 0.646659 | 0.706682 | 0.353341 |
33 | 0.670392 | 0.659216 | 0.329608 |
34 | 0.618946 | 0.762108 | 0.381054 |
35 | 0.568046 | 0.863909 | 0.431954 |
36 | 0.513698 | 0.972605 | 0.486302 |
37 | 0.465386 | 0.930772 | 0.534614 |
38 | 0.452172 | 0.904345 | 0.547828 |
39 | 0.517732 | 0.964536 | 0.482268 |
40 | 0.466273 | 0.932545 | 0.533727 |
41 | 0.451759 | 0.903517 | 0.548241 |
42 | 0.403784 | 0.807568 | 0.596216 |
43 | 0.372233 | 0.744466 | 0.627767 |
44 | 0.334545 | 0.669091 | 0.665455 |
45 | 0.4252 | 0.8504 | 0.5748 |
46 | 0.446871 | 0.893743 | 0.553129 |
47 | 0.426498 | 0.852995 | 0.573502 |
48 | 0.390166 | 0.780332 | 0.609834 |
49 | 0.343121 | 0.686242 | 0.656879 |
50 | 0.360472 | 0.720944 | 0.639528 |
51 | 0.391767 | 0.783535 | 0.608233 |
52 | 0.350164 | 0.700328 | 0.649836 |
53 | 0.308341 | 0.616681 | 0.691659 |
54 | 0.274874 | 0.549747 | 0.725126 |
55 | 0.237645 | 0.47529 | 0.762355 |
56 | 0.23601 | 0.47202 | 0.76399 |
57 | 0.258152 | 0.516304 | 0.741848 |
58 | 0.355777 | 0.711555 | 0.644223 |
59 | 0.322099 | 0.644197 | 0.677901 |
60 | 0.282843 | 0.565687 | 0.717157 |
61 | 0.250715 | 0.50143 | 0.749285 |
62 | 0.241221 | 0.482442 | 0.758779 |
63 | 0.212432 | 0.424863 | 0.787568 |
64 | 0.209062 | 0.418125 | 0.790938 |
65 | 0.179694 | 0.359389 | 0.820306 |
66 | 0.15501 | 0.310019 | 0.84499 |
67 | 0.134017 | 0.268033 | 0.865983 |
68 | 0.144107 | 0.288213 | 0.855893 |
69 | 0.152033 | 0.304067 | 0.847967 |
70 | 0.1287 | 0.257399 | 0.8713 |
71 | 0.144907 | 0.289813 | 0.855093 |
72 | 0.161496 | 0.322991 | 0.838504 |
73 | 0.150941 | 0.301883 | 0.849059 |
74 | 0.128739 | 0.257478 | 0.871261 |
75 | 0.113903 | 0.227807 | 0.886097 |
76 | 0.161279 | 0.322558 | 0.838721 |
77 | 0.141778 | 0.283556 | 0.858222 |
78 | 0.120519 | 0.241037 | 0.879481 |
79 | 0.147292 | 0.294583 | 0.852708 |
80 | 0.175722 | 0.351445 | 0.824278 |
81 | 0.16362 | 0.327239 | 0.83638 |
82 | 0.141446 | 0.282892 | 0.858554 |
83 | 0.13777 | 0.27554 | 0.86223 |
84 | 0.128042 | 0.256084 | 0.871958 |
85 | 0.109766 | 0.219532 | 0.890234 |
86 | 0.0998874 | 0.199775 | 0.900113 |
87 | 0.086798 | 0.173596 | 0.913202 |
88 | 0.0979123 | 0.195825 | 0.902088 |
89 | 0.0822161 | 0.164432 | 0.917784 |
90 | 0.0833359 | 0.166672 | 0.916664 |
91 | 0.0798709 | 0.159742 | 0.920129 |
92 | 0.0702255 | 0.140451 | 0.929774 |
93 | 0.0583575 | 0.116715 | 0.941642 |
94 | 0.0574594 | 0.114919 | 0.942541 |
95 | 0.0604773 | 0.120955 | 0.939523 |
96 | 0.0576788 | 0.115358 | 0.942321 |
97 | 0.0492799 | 0.0985599 | 0.95072 |
98 | 0.0451357 | 0.0902714 | 0.954864 |
99 | 0.0433647 | 0.0867295 | 0.956635 |
100 | 0.0416634 | 0.0833268 | 0.958337 |
101 | 0.0380971 | 0.0761942 | 0.961903 |
102 | 0.0311671 | 0.0623341 | 0.968833 |
103 | 0.0252062 | 0.0504124 | 0.974794 |
104 | 0.0244074 | 0.0488148 | 0.975593 |
105 | 0.060609 | 0.121218 | 0.939391 |
106 | 0.0581112 | 0.116222 | 0.941889 |
107 | 0.0732125 | 0.146425 | 0.926788 |
108 | 0.0636708 | 0.127342 | 0.936329 |
109 | 0.103811 | 0.207622 | 0.896189 |
110 | 0.118762 | 0.237524 | 0.881238 |
111 | 0.112687 | 0.225374 | 0.887313 |
112 | 0.144832 | 0.289663 | 0.855168 |
113 | 0.134017 | 0.268033 | 0.865983 |
114 | 0.132685 | 0.265371 | 0.867315 |
115 | 0.128149 | 0.256299 | 0.871851 |
116 | 0.123848 | 0.247696 | 0.876152 |
117 | 0.118987 | 0.237975 | 0.881013 |
118 | 0.10402 | 0.20804 | 0.89598 |
119 | 0.0995814 | 0.199163 | 0.900419 |
120 | 0.0884263 | 0.176853 | 0.911574 |
121 | 0.0765463 | 0.153093 | 0.923454 |
122 | 0.0707314 | 0.141463 | 0.929269 |
123 | 0.0608158 | 0.121632 | 0.939184 |
124 | 0.059044 | 0.118088 | 0.940956 |
125 | 0.0549468 | 0.109894 | 0.945053 |
126 | 0.0696389 | 0.139278 | 0.930361 |
127 | 0.128193 | 0.256385 | 0.871807 |
128 | 0.124631 | 0.249262 | 0.875369 |
129 | 0.111563 | 0.223126 | 0.888437 |
130 | 0.102295 | 0.204591 | 0.897705 |
131 | 0.108775 | 0.217549 | 0.891225 |
132 | 0.118442 | 0.236884 | 0.881558 |
133 | 0.139162 | 0.278324 | 0.860838 |
134 | 0.123498 | 0.246997 | 0.876502 |
135 | 0.106619 | 0.213238 | 0.893381 |
136 | 0.0928095 | 0.185619 | 0.90719 |
137 | 0.0792239 | 0.158448 | 0.920776 |
138 | 0.0847586 | 0.169517 | 0.915241 |
139 | 0.0727016 | 0.145403 | 0.927298 |
140 | 0.0705295 | 0.141059 | 0.929471 |
141 | 0.0665682 | 0.133136 | 0.933432 |
142 | 0.0902829 | 0.180566 | 0.909717 |
143 | 0.105166 | 0.210331 | 0.894834 |
144 | 0.0978651 | 0.19573 | 0.902135 |
145 | 0.17691 | 0.35382 | 0.82309 |
146 | 0.160644 | 0.321288 | 0.839356 |
147 | 0.145879 | 0.291758 | 0.854121 |
148 | 0.12731 | 0.25462 | 0.87269 |
149 | 0.117384 | 0.234767 | 0.882616 |
150 | 0.105099 | 0.210198 | 0.894901 |
151 | 0.176765 | 0.353529 | 0.823235 |
152 | 0.161981 | 0.323962 | 0.838019 |
153 | 0.145992 | 0.291983 | 0.854008 |
154 | 0.160112 | 0.320225 | 0.839888 |
155 | 0.139342 | 0.278684 | 0.860658 |
156 | 0.140627 | 0.281253 | 0.859373 |
157 | 0.142284 | 0.284568 | 0.857716 |
158 | 0.135356 | 0.270711 | 0.864644 |
159 | 0.119428 | 0.238856 | 0.880572 |
160 | 0.119809 | 0.239617 | 0.880191 |
161 | 0.106904 | 0.213808 | 0.893096 |
162 | 0.100868 | 0.201736 | 0.899132 |
163 | 0.092241 | 0.184482 | 0.907759 |
164 | 0.121121 | 0.242241 | 0.878879 |
165 | 0.108905 | 0.21781 | 0.891095 |
166 | 0.188254 | 0.376507 | 0.811746 |
167 | 0.18862 | 0.37724 | 0.81138 |
168 | 0.178222 | 0.356444 | 0.821778 |
169 | 0.162988 | 0.325976 | 0.837012 |
170 | 0.276722 | 0.553444 | 0.723278 |
171 | 0.301566 | 0.603133 | 0.698434 |
172 | 0.270249 | 0.540497 | 0.729751 |
173 | 0.369154 | 0.738308 | 0.630846 |
174 | 0.333687 | 0.667374 | 0.666313 |
175 | 0.400113 | 0.800225 | 0.599887 |
176 | 0.373526 | 0.747053 | 0.626474 |
177 | 0.377092 | 0.754184 | 0.622908 |
178 | 0.344618 | 0.689237 | 0.655382 |
179 | 0.314694 | 0.629389 | 0.685306 |
180 | 0.312978 | 0.625955 | 0.687022 |
181 | 0.282841 | 0.565682 | 0.717159 |
182 | 0.282228 | 0.564456 | 0.717772 |
183 | 0.294181 | 0.588362 | 0.705819 |
184 | 0.371413 | 0.742827 | 0.628587 |
185 | 0.60022 | 0.79956 | 0.39978 |
186 | 0.580126 | 0.839748 | 0.419874 |
187 | 0.576729 | 0.846542 | 0.423271 |
188 | 0.734739 | 0.530522 | 0.265261 |
189 | 0.70915 | 0.581699 | 0.29085 |
190 | 0.708295 | 0.583409 | 0.291705 |
191 | 0.67256 | 0.65488 | 0.32744 |
192 | 0.644164 | 0.711672 | 0.355836 |
193 | 0.609157 | 0.781687 | 0.390843 |
194 | 0.574329 | 0.851341 | 0.425671 |
195 | 0.534307 | 0.931385 | 0.465693 |
196 | 0.496387 | 0.992774 | 0.503613 |
197 | 0.491346 | 0.982692 | 0.508654 |
198 | 0.46112 | 0.922241 | 0.53888 |
199 | 0.42041 | 0.840821 | 0.57959 |
200 | 0.488341 | 0.976683 | 0.511659 |
201 | 0.453414 | 0.906828 | 0.546586 |
202 | 0.608194 | 0.783612 | 0.391806 |
203 | 0.58536 | 0.82928 | 0.41464 |
204 | 0.551772 | 0.896457 | 0.448228 |
205 | 0.508194 | 0.983611 | 0.491806 |
206 | 0.468346 | 0.936692 | 0.531654 |
207 | 0.430224 | 0.860448 | 0.569776 |
208 | 0.390447 | 0.780894 | 0.609553 |
209 | 0.36256 | 0.725121 | 0.63744 |
210 | 0.327797 | 0.655595 | 0.672203 |
211 | 0.293495 | 0.58699 | 0.706505 |
212 | 0.2701 | 0.540201 | 0.7299 |
213 | 0.332414 | 0.664829 | 0.667586 |
214 | 0.320055 | 0.640111 | 0.679945 |
215 | 0.280207 | 0.560413 | 0.719793 |
216 | 0.246854 | 0.493709 | 0.753146 |
217 | 0.222473 | 0.444946 | 0.777527 |
218 | 0.237609 | 0.475219 | 0.762391 |
219 | 0.208247 | 0.416494 | 0.791753 |
220 | 0.198282 | 0.396564 | 0.801718 |
221 | 0.16802 | 0.336039 | 0.83198 |
222 | 0.175436 | 0.350872 | 0.824564 |
223 | 0.144629 | 0.289259 | 0.855371 |
224 | 0.126514 | 0.253028 | 0.873486 |
225 | 0.177277 | 0.354554 | 0.822723 |
226 | 0.169371 | 0.338742 | 0.830629 |
227 | 0.155533 | 0.311066 | 0.844467 |
228 | 0.14862 | 0.29724 | 0.85138 |
229 | 0.122095 | 0.24419 | 0.877905 |
230 | 0.0974594 | 0.194919 | 0.902541 |
231 | 0.0908909 | 0.181782 | 0.909109 |
232 | 0.258586 | 0.517172 | 0.741414 |
233 | 0.224966 | 0.449932 | 0.775034 |
234 | 0.30985 | 0.619701 | 0.69015 |
235 | 0.25679 | 0.513581 | 0.74321 |
236 | 0.248287 | 0.496574 | 0.751713 |
237 | 0.214462 | 0.428924 | 0.785538 |
238 | 0.292302 | 0.584605 | 0.707698 |
239 | 0.24097 | 0.481941 | 0.75903 |
240 | 0.473786 | 0.947573 | 0.526214 |
241 | 0.477923 | 0.955847 | 0.522077 |
242 | 0.411581 | 0.823162 | 0.588419 |
243 | 0.336432 | 0.672865 | 0.663568 |
244 | 0.372767 | 0.745534 | 0.627233 |
245 | 0.423306 | 0.846612 | 0.576694 |
246 | 0.549561 | 0.900877 | 0.450439 |
247 | 0.534108 | 0.931784 | 0.465892 |
248 | 0.461879 | 0.923759 | 0.538121 |
249 | 0.67479 | 0.650421 | 0.32521 |
250 | 0.615626 | 0.768748 | 0.384374 |
251 | 0.562825 | 0.87435 | 0.437175 |
252 | 0.792325 | 0.415351 | 0.207675 |
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 | 1 | 0.00414938 | OK |
10% type I error level | 8 | 0.033195 | OK |