Multiple Linear Regression - Estimated Regression Equation |
Depression[t] = + 29.9486 -0.040303Connected[t] + 0.00601675Separate[t] -0.0846506Learning[t] -0.0234887Software[t] -0.706983Happiness[t] -0.146226Sport1[t] + 0.142997Sport2[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) | 29.9486 | 2.12636 | 14.08 | 9.5778e-34 | 4.7889e-34 |
Connected | -0.040303 | 0.0511228 | -0.7884 | 0.431218 | 0.215609 |
Separate | 0.00601675 | 0.0524066 | 0.1148 | 0.908687 | 0.454343 |
Learning | -0.0846506 | 0.0914823 | -0.9253 | 0.35567 | 0.177835 |
Software | -0.0234887 | 0.0942012 | -0.2493 | 0.803293 | 0.401647 |
Happiness | -0.706983 | 0.0731529 | -9.664 | 4.88043e-19 | 2.44021e-19 |
Sport1 | -0.146226 | 0.0547451 | -2.671 | 0.00804661 | 0.0040233 |
Sport2 | 0.142997 | 0.0822915 | 1.738 | 0.0834679 | 0.041734 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.618653 |
R-squared | 0.382731 |
Adjusted R-squared | 0.365853 |
F-TEST (value) | 22.6757 |
F-TEST (DF numerator) | 7 |
F-TEST (DF denominator) | 256 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.76293 |
Sum Squared Residuals | 1954.24 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 12 | 14.0707 | -2.07068 |
2 | 11 | 9.38697 | 1.61303 |
3 | 14 | 15.5676 | -1.56758 |
4 | 12 | 15.069 | -3.06904 |
5 | 21 | 11.4634 | 9.53655 |
6 | 12 | 9.96671 | 2.03329 |
7 | 22 | 14.3162 | 7.68375 |
8 | 11 | 12.6073 | -1.60735 |
9 | 10 | 12.2507 | -2.25074 |
10 | 13 | 12.2078 | 0.792159 |
11 | 10 | 10.4506 | -0.450633 |
12 | 8 | 10.456 | -2.45603 |
13 | 15 | 16.1303 | -1.13033 |
14 | 14 | 12.5036 | 1.49637 |
15 | 10 | 9.18135 | 0.818645 |
16 | 14 | 14.0749 | -0.0748812 |
17 | 14 | 12.7558 | 1.24423 |
18 | 11 | 9.50613 | 1.49387 |
19 | 10 | 13.43 | -3.43001 |
20 | 13 | 12.7165 | 0.283528 |
21 | 9.5 | 10.731 | -1.23097 |
22 | 14 | 15.8212 | -1.82117 |
23 | 12 | 13.6167 | -1.61666 |
24 | 14 | 15.6977 | -1.69772 |
25 | 11 | 9.69013 | 1.30987 |
26 | 9 | 15.4043 | -6.40427 |
27 | 11 | 10.843 | 0.157017 |
28 | 15 | 13.5472 | 1.45284 |
29 | 14 | 11.6054 | 2.39459 |
30 | 13 | 16.0748 | -3.0748 |
31 | 9 | 11.3312 | -2.33118 |
32 | 15 | 15.4812 | -0.48118 |
33 | 10 | 10.9721 | -0.972058 |
34 | 11 | 11.9988 | -0.998793 |
35 | 13 | 12.5792 | 0.42075 |
36 | 8 | 12.4447 | -4.44466 |
37 | 20 | 17.6243 | 2.37574 |
38 | 12 | 12.3914 | -0.391384 |
39 | 10 | 10.823 | -0.823044 |
40 | 10 | 13.8728 | -3.87278 |
41 | 9 | 12.0701 | -3.07006 |
42 | 14 | 11.3231 | 2.6769 |
43 | 8 | 12.0753 | -4.07527 |
44 | 14 | 15.6619 | -1.66193 |
45 | 11 | 12.4771 | -1.47713 |
46 | 13 | 15.4547 | -2.45469 |
47 | 9 | 13.2007 | -4.20074 |
48 | 11 | 12.3012 | -1.30124 |
49 | 15 | 10.28 | 4.71999 |
50 | 11 | 13.4198 | -2.41982 |
51 | 10 | 11.6562 | -1.65619 |
52 | 14 | 13.4444 | 0.555582 |
53 | 18 | 15.8617 | 2.13835 |
54 | 14 | 16.1753 | -2.17526 |
55 | 11 | 15.424 | -4.42403 |
56 | 14.5 | 12.3449 | 2.15509 |
57 | 13 | 11.2475 | 1.75247 |
58 | 9 | 12.9521 | -3.95213 |
59 | 10 | 14.1365 | -4.13647 |
60 | 15 | 14.5826 | 0.417444 |
61 | 20 | 18.8978 | 1.10216 |
62 | 12 | 12.9701 | -0.970102 |
63 | 12 | 14.4946 | -2.49463 |
64 | 14 | 14.3977 | -0.397724 |
65 | 13 | 13.3465 | -0.346518 |
66 | 11 | 15.2552 | -4.25518 |
67 | 17 | 15.4339 | 1.5661 |
68 | 12 | 13.8245 | -1.82449 |
69 | 13 | 12.9367 | 0.0632873 |
70 | 14 | 12.4359 | 1.56409 |
71 | 13 | 14.1963 | -1.19627 |
72 | 15 | 12.9954 | 2.00465 |
73 | 13 | 11.3752 | 1.62476 |
74 | 10 | 11.8368 | -1.83679 |
75 | 11 | 12.7806 | -1.7806 |
76 | 19 | 13.7318 | 5.26816 |
77 | 13 | 10.9146 | 2.08538 |
78 | 17 | 14.1636 | 2.83644 |
79 | 13 | 12.4811 | 0.51894 |
80 | 9 | 14.6155 | -5.61551 |
81 | 11 | 11.6202 | -0.620229 |
82 | 9 | 12.5724 | -3.57245 |
83 | 12 | 11.267 | 0.733004 |
84 | 12 | 12.4942 | -0.494223 |
85 | 13 | 12.7796 | 0.220445 |
86 | 13 | 12.1184 | 0.881563 |
87 | 12 | 13.2054 | -1.20545 |
88 | 15 | 14.968 | 0.0319831 |
89 | 22 | 18.2297 | 3.77026 |
90 | 13 | 11.5733 | 1.42671 |
91 | 15 | 14.5308 | 0.46922 |
92 | 13 | 11.8622 | 1.13784 |
93 | 15 | 12.2514 | 2.74865 |
94 | 12.5 | 13.41 | -0.910031 |
95 | 11 | 10.7152 | 0.284823 |
96 | 16 | 14.5837 | 1.41627 |
97 | 11 | 12.4332 | -1.43321 |
98 | 11 | 10.0266 | 0.97344 |
99 | 10 | 12.3155 | -2.31549 |
100 | 10 | 10.2534 | -0.25345 |
101 | 16 | 14.3318 | 1.6682 |
102 | 12 | 10.3699 | 1.63009 |
103 | 11 | 15.8774 | -4.87742 |
104 | 16 | 11.8048 | 4.19523 |
105 | 19 | 16.7034 | 2.29661 |
106 | 11 | 11.2027 | -0.202738 |
107 | 16 | 12.0567 | 3.94333 |
108 | 15 | 16.8484 | -1.84839 |
109 | 24 | 17.7818 | 6.21825 |
110 | 14 | 11.7097 | 2.29027 |
111 | 15 | 14.9089 | 0.091125 |
112 | 11 | 13.0144 | -2.01437 |
113 | 15 | 13.6173 | 1.38275 |
114 | 12 | 10.2933 | 1.70671 |
115 | 10 | 10.5126 | -0.512578 |
116 | 14 | 14.2938 | -0.293768 |
117 | 13 | 14.0429 | -1.04295 |
118 | 9 | 13.4889 | -4.4889 |
119 | 15 | 11.8042 | 3.19581 |
120 | 15 | 15.8213 | -0.821313 |
121 | 14 | 12.7689 | 1.23114 |
122 | 11 | 11.3724 | -0.372438 |
123 | 8 | 12.0057 | -4.00575 |
124 | 11 | 12.2648 | -1.26475 |
125 | 11 | 13.1693 | -2.16928 |
126 | 8 | 9.7505 | -1.7505 |
127 | 10 | 10.165 | -0.164952 |
128 | 11 | 9.65594 | 1.34406 |
129 | 13 | 12.6212 | 0.378751 |
130 | 11 | 13.7012 | -2.70124 |
131 | 20 | 17.6139 | 2.38608 |
132 | 10 | 11.7305 | -1.73053 |
133 | 15 | 13.3772 | 1.62279 |
134 | 12 | 12.3715 | -0.37148 |
135 | 14 | 11.1197 | 2.88029 |
136 | 23 | 16.6865 | 6.31346 |
137 | 14 | 14.1567 | -0.156653 |
138 | 16 | 17.116 | -1.11596 |
139 | 11 | 13.2955 | -2.29555 |
140 | 12 | 14.3498 | -2.34977 |
141 | 10 | 13.5391 | -3.53913 |
142 | 14 | 11.1791 | 2.82085 |
143 | 12 | 12.2644 | -0.26439 |
144 | 12 | 11.9386 | 0.0614428 |
145 | 11 | 11.0276 | -0.0276187 |
146 | 12 | 11.2883 | 0.711718 |
147 | 13 | 16.2155 | -3.21551 |
148 | 11 | 14.3363 | -3.3363 |
149 | 19 | 16.9592 | 2.04077 |
150 | 12 | 11.4788 | 0.521245 |
151 | 17 | 12.8816 | 4.11835 |
152 | 9 | 11.4103 | -2.41026 |
153 | 12 | 14.5571 | -2.55714 |
154 | 19 | 16.9451 | 2.0549 |
155 | 18 | 14.4672 | 3.53282 |
156 | 15 | 14.5308 | 0.46922 |
157 | 14 | 13.8017 | 0.19832 |
158 | 11 | 9.65594 | 1.34406 |
159 | 9 | 12.9772 | -3.97717 |
160 | 18 | 14.0669 | 3.93307 |
161 | 16 | 14.8041 | 1.19594 |
162 | 24 | 17.1097 | 6.89033 |
163 | 14 | 12.6308 | 1.36925 |
164 | 20 | 10.6954 | 9.30464 |
165 | 18 | 15.8591 | 2.14089 |
166 | 23 | 17.1733 | 5.82668 |
167 | 12 | 13.0551 | -1.05508 |
168 | 14 | 14.8255 | -0.825503 |
169 | 16 | 16.2211 | -0.221125 |
170 | 18 | 16.2723 | 1.72767 |
171 | 20 | 16.5533 | 3.44666 |
172 | 12 | 11.5359 | 0.464062 |
173 | 12 | 16.2085 | -4.20849 |
174 | 17 | 15.1908 | 1.80924 |
175 | 13 | 11.8204 | 1.17961 |
176 | 9 | 13.0369 | -4.03685 |
177 | 16 | 17.2949 | -1.29491 |
178 | 18 | 14.9823 | 3.01767 |
179 | 10 | 12.2198 | -2.21977 |
180 | 14 | 14.8209 | -0.820873 |
181 | 11 | 14.003 | -3.00298 |
182 | 9 | 14.5214 | -5.5214 |
183 | 11 | 12.4065 | -1.40645 |
184 | 10 | 12.3261 | -2.32605 |
185 | 11 | 11.8104 | -0.810368 |
186 | 19 | 13.2272 | 5.77282 |
187 | 14 | 12.4352 | 1.56476 |
188 | 12 | 11.4926 | 0.507448 |
189 | 14 | 15.096 | -1.09596 |
190 | 21 | 16.7072 | 4.29278 |
191 | 13 | 15.6481 | -2.64811 |
192 | 10 | 12.4487 | -2.44867 |
193 | 15 | 13.0827 | 1.91725 |
194 | 16 | 16.1679 | -0.167911 |
195 | 14 | 12.675 | 1.32502 |
196 | 12 | 14.7067 | -2.70669 |
197 | 19 | 12.6133 | 6.38671 |
198 | 15 | 12.1644 | 2.83559 |
199 | 19 | 17.9897 | 1.01031 |
200 | 13 | 13.2987 | -0.298707 |
201 | 17 | 17.1232 | -0.1232 |
202 | 12 | 12.7674 | -0.767407 |
203 | 11 | 10.6425 | 0.357492 |
204 | 14 | 15.3911 | -1.3911 |
205 | 11 | 12.3814 | -1.38139 |
206 | 13 | 12.2762 | 0.723804 |
207 | 12 | 12.6857 | -0.685733 |
208 | 15 | 12.6358 | 2.36423 |
209 | 14 | 14.3955 | -0.395503 |
210 | 12 | 10.8274 | 1.17262 |
211 | 17 | 17.4778 | -0.47778 |
212 | 11 | 11.2474 | -0.247411 |
213 | 18 | 14.5888 | 3.41117 |
214 | 13 | 15.8596 | -2.85959 |
215 | 17 | 15.2583 | 1.74174 |
216 | 13 | 13.304 | -0.30401 |
217 | 11 | 10.1197 | 0.880287 |
218 | 12 | 12.5627 | -0.562721 |
219 | 22 | 17.9922 | 4.00782 |
220 | 14 | 12.0213 | 1.97867 |
221 | 12 | 15.0421 | -3.04214 |
222 | 12 | 11.8538 | 0.146211 |
223 | 17 | 15.9533 | 1.04669 |
224 | 9 | 12.8234 | -3.82342 |
225 | 21 | 17.1366 | 3.86341 |
226 | 10 | 11.9179 | -1.91791 |
227 | 11 | 10.8618 | 0.138211 |
228 | 12 | 14.5926 | -2.59256 |
229 | 23 | 18.3334 | 4.66658 |
230 | 13 | 15.698 | -2.69795 |
231 | 12 | 13.3865 | -1.38651 |
232 | 16 | 17.8978 | -1.89776 |
233 | 9 | 13.4302 | -4.4302 |
234 | 17 | 13.501 | 3.49898 |
235 | 9 | 11.8874 | -2.88739 |
236 | 14 | 15.6544 | -1.65444 |
237 | 17 | 15.7113 | 1.28873 |
238 | 13 | 15.4947 | -2.49467 |
239 | 11 | 15.8809 | -4.88086 |
240 | 12 | 15.6138 | -3.61378 |
241 | 10 | 14.0764 | -4.07644 |
242 | 19 | 18.9305 | 0.0695193 |
243 | 16 | 16.1116 | -0.11163 |
244 | 16 | 15.0804 | 0.919643 |
245 | 14 | 12.1229 | 1.87713 |
246 | 20 | 15.9262 | 4.07382 |
247 | 15 | 14.4877 | 0.512261 |
248 | 23 | 15.4475 | 7.55245 |
249 | 20 | 17.9949 | 2.00509 |
250 | 16 | 16.0515 | -0.0515255 |
251 | 14 | 12.9735 | 1.02646 |
252 | 17 | 13.9247 | 3.0753 |
253 | 11 | 14.2646 | -3.2646 |
254 | 13 | 13.9612 | -0.961177 |
255 | 17 | 15.27 | 1.73002 |
256 | 15 | 15.2013 | -0.201332 |
257 | 21 | 15.9435 | 5.05655 |
258 | 18 | 17.8098 | 0.190224 |
259 | 15 | 12.7641 | 2.23585 |
260 | 8 | 16.5387 | -8.53873 |
261 | 12 | 13.6905 | -1.69048 |
262 | 12 | 12.9087 | -0.908708 |
263 | 22 | 19.0195 | 2.98047 |
264 | 12 | 13.2987 | -1.29871 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
11 | 0.446328 | 0.892656 | 0.553672 |
12 | 0.952234 | 0.0955329 | 0.0477664 |
13 | 0.945821 | 0.108359 | 0.0541793 |
14 | 0.959772 | 0.0804553 | 0.0402276 |
15 | 0.936039 | 0.127922 | 0.0639608 |
16 | 0.901259 | 0.197483 | 0.0987414 |
17 | 0.950185 | 0.0996293 | 0.0498146 |
18 | 0.932219 | 0.135562 | 0.0677812 |
19 | 0.957108 | 0.0857836 | 0.0428918 |
20 | 0.937605 | 0.124791 | 0.0623955 |
21 | 0.926542 | 0.146917 | 0.0734584 |
22 | 0.921815 | 0.156369 | 0.0781847 |
23 | 0.894437 | 0.211127 | 0.105563 |
24 | 0.87507 | 0.24986 | 0.12493 |
25 | 0.836646 | 0.326708 | 0.163354 |
26 | 0.837723 | 0.324553 | 0.162277 |
27 | 0.848801 | 0.302398 | 0.151199 |
28 | 0.808963 | 0.382073 | 0.191037 |
29 | 0.840257 | 0.319485 | 0.159743 |
30 | 0.830768 | 0.338464 | 0.169232 |
31 | 0.836568 | 0.326863 | 0.163432 |
32 | 0.805295 | 0.389411 | 0.194705 |
33 | 0.774272 | 0.451457 | 0.225728 |
34 | 0.749787 | 0.500425 | 0.250213 |
35 | 0.71631 | 0.567379 | 0.28369 |
36 | 0.750689 | 0.498621 | 0.249311 |
37 | 0.832142 | 0.335717 | 0.167858 |
38 | 0.797018 | 0.405964 | 0.202982 |
39 | 0.763204 | 0.473592 | 0.236796 |
40 | 0.762826 | 0.474348 | 0.237174 |
41 | 0.751093 | 0.497815 | 0.248907 |
42 | 0.737534 | 0.524933 | 0.262466 |
43 | 0.790279 | 0.419442 | 0.209721 |
44 | 0.755051 | 0.489897 | 0.244949 |
45 | 0.718706 | 0.562588 | 0.281294 |
46 | 0.692864 | 0.614273 | 0.307136 |
47 | 0.748703 | 0.502594 | 0.251297 |
48 | 0.71486 | 0.570281 | 0.28514 |
49 | 0.768318 | 0.463364 | 0.231682 |
50 | 0.742677 | 0.514647 | 0.257323 |
51 | 0.730689 | 0.538622 | 0.269311 |
52 | 0.696351 | 0.607298 | 0.303649 |
53 | 0.698556 | 0.602889 | 0.301444 |
54 | 0.666109 | 0.667782 | 0.333891 |
55 | 0.678158 | 0.643685 | 0.321842 |
56 | 0.693983 | 0.612035 | 0.306017 |
57 | 0.671619 | 0.656762 | 0.328381 |
58 | 0.708331 | 0.583338 | 0.291669 |
59 | 0.72333 | 0.553341 | 0.27667 |
60 | 0.700147 | 0.599706 | 0.299853 |
61 | 0.712249 | 0.575501 | 0.287751 |
62 | 0.675769 | 0.648461 | 0.324231 |
63 | 0.65209 | 0.69582 | 0.34791 |
64 | 0.612084 | 0.775833 | 0.387916 |
65 | 0.57117 | 0.857659 | 0.42883 |
66 | 0.581368 | 0.837263 | 0.418632 |
67 | 0.584112 | 0.831776 | 0.415888 |
68 | 0.554264 | 0.891473 | 0.445736 |
69 | 0.513564 | 0.972871 | 0.486436 |
70 | 0.489537 | 0.979074 | 0.510463 |
71 | 0.450758 | 0.901516 | 0.549242 |
72 | 0.426995 | 0.853991 | 0.573005 |
73 | 0.400277 | 0.800555 | 0.599723 |
74 | 0.379388 | 0.758777 | 0.620612 |
75 | 0.349525 | 0.699051 | 0.650475 |
76 | 0.511381 | 0.977239 | 0.488619 |
77 | 0.490166 | 0.980332 | 0.509834 |
78 | 0.506432 | 0.987137 | 0.493568 |
79 | 0.46818 | 0.93636 | 0.53182 |
80 | 0.566195 | 0.867609 | 0.433805 |
81 | 0.529344 | 0.941312 | 0.470656 |
82 | 0.553428 | 0.893143 | 0.446572 |
83 | 0.517041 | 0.965917 | 0.482959 |
84 | 0.479058 | 0.958116 | 0.520942 |
85 | 0.441186 | 0.882372 | 0.558814 |
86 | 0.407629 | 0.815257 | 0.592371 |
87 | 0.375711 | 0.751422 | 0.624289 |
88 | 0.342672 | 0.685344 | 0.657328 |
89 | 0.433031 | 0.866062 | 0.566969 |
90 | 0.403511 | 0.807022 | 0.596489 |
91 | 0.374956 | 0.749912 | 0.625044 |
92 | 0.344689 | 0.689379 | 0.655311 |
93 | 0.344401 | 0.688803 | 0.655599 |
94 | 0.31319 | 0.62638 | 0.68681 |
95 | 0.280481 | 0.560962 | 0.719519 |
96 | 0.264588 | 0.529175 | 0.735412 |
97 | 0.241915 | 0.48383 | 0.758085 |
98 | 0.215456 | 0.430912 | 0.784544 |
99 | 0.207479 | 0.414958 | 0.792521 |
100 | 0.182328 | 0.364656 | 0.817672 |
101 | 0.17185 | 0.3437 | 0.82815 |
102 | 0.153713 | 0.307427 | 0.846287 |
103 | 0.194061 | 0.388123 | 0.805939 |
104 | 0.224914 | 0.449827 | 0.775086 |
105 | 0.233729 | 0.467459 | 0.766271 |
106 | 0.206724 | 0.413448 | 0.793276 |
107 | 0.231887 | 0.463774 | 0.768113 |
108 | 0.215444 | 0.430888 | 0.784556 |
109 | 0.344033 | 0.688066 | 0.655967 |
110 | 0.335386 | 0.670773 | 0.664614 |
111 | 0.304627 | 0.609254 | 0.695373 |
112 | 0.293558 | 0.587115 | 0.706442 |
113 | 0.269381 | 0.538762 | 0.730619 |
114 | 0.25051 | 0.501021 | 0.74949 |
115 | 0.223572 | 0.447144 | 0.776428 |
116 | 0.19759 | 0.395181 | 0.80241 |
117 | 0.176788 | 0.353577 | 0.823212 |
118 | 0.215423 | 0.430845 | 0.784577 |
119 | 0.221357 | 0.442714 | 0.778643 |
120 | 0.19743 | 0.394861 | 0.80257 |
121 | 0.182323 | 0.364646 | 0.817677 |
122 | 0.161452 | 0.322904 | 0.838548 |
123 | 0.190643 | 0.381287 | 0.809357 |
124 | 0.17164 | 0.343281 | 0.82836 |
125 | 0.161949 | 0.323899 | 0.838051 |
126 | 0.150761 | 0.301522 | 0.849239 |
127 | 0.132575 | 0.265149 | 0.867425 |
128 | 0.118226 | 0.236452 | 0.881774 |
129 | 0.101859 | 0.203718 | 0.898141 |
130 | 0.10089 | 0.20178 | 0.89911 |
131 | 0.102562 | 0.205123 | 0.897438 |
132 | 0.094548 | 0.189096 | 0.905452 |
133 | 0.0863447 | 0.172689 | 0.913655 |
134 | 0.0733799 | 0.14676 | 0.92662 |
135 | 0.0748501 | 0.1497 | 0.92515 |
136 | 0.149224 | 0.298447 | 0.850776 |
137 | 0.130029 | 0.260058 | 0.869971 |
138 | 0.115208 | 0.230416 | 0.884792 |
139 | 0.110398 | 0.220796 | 0.889602 |
140 | 0.105149 | 0.210298 | 0.894851 |
141 | 0.117775 | 0.235551 | 0.882225 |
142 | 0.118533 | 0.237065 | 0.881467 |
143 | 0.101943 | 0.203887 | 0.898057 |
144 | 0.0867903 | 0.173581 | 0.91321 |
145 | 0.0739006 | 0.147801 | 0.926099 |
146 | 0.0626118 | 0.125224 | 0.937388 |
147 | 0.0686301 | 0.13726 | 0.93137 |
148 | 0.0747857 | 0.149571 | 0.925214 |
149 | 0.0702742 | 0.140548 | 0.929726 |
150 | 0.0597082 | 0.119416 | 0.940292 |
151 | 0.0728011 | 0.145602 | 0.927199 |
152 | 0.0698917 | 0.139783 | 0.930108 |
153 | 0.0685425 | 0.137085 | 0.931457 |
154 | 0.0637304 | 0.127461 | 0.93627 |
155 | 0.070919 | 0.141838 | 0.929081 |
156 | 0.0604615 | 0.120923 | 0.939538 |
157 | 0.0505012 | 0.101002 | 0.949499 |
158 | 0.0430694 | 0.0861388 | 0.956931 |
159 | 0.0523639 | 0.104728 | 0.947636 |
160 | 0.0652664 | 0.130533 | 0.934734 |
161 | 0.0558261 | 0.111652 | 0.944174 |
162 | 0.123024 | 0.246048 | 0.876976 |
163 | 0.112477 | 0.224954 | 0.887523 |
164 | 0.395974 | 0.791948 | 0.604026 |
165 | 0.378886 | 0.757772 | 0.621114 |
166 | 0.48709 | 0.97418 | 0.51291 |
167 | 0.455003 | 0.910006 | 0.544997 |
168 | 0.423252 | 0.846504 | 0.576748 |
169 | 0.387016 | 0.774031 | 0.612984 |
170 | 0.365113 | 0.730225 | 0.634887 |
171 | 0.374911 | 0.749821 | 0.625089 |
172 | 0.340164 | 0.680328 | 0.659836 |
173 | 0.383502 | 0.767004 | 0.616498 |
174 | 0.37075 | 0.7415 | 0.62925 |
175 | 0.348508 | 0.697015 | 0.651492 |
176 | 0.385093 | 0.770186 | 0.614907 |
177 | 0.359154 | 0.718307 | 0.640846 |
178 | 0.371694 | 0.743388 | 0.628306 |
179 | 0.356833 | 0.713666 | 0.643167 |
180 | 0.324521 | 0.649042 | 0.675479 |
181 | 0.351933 | 0.703866 | 0.648067 |
182 | 0.457075 | 0.91415 | 0.542925 |
183 | 0.442109 | 0.884218 | 0.557891 |
184 | 0.430623 | 0.861246 | 0.569377 |
185 | 0.414062 | 0.828123 | 0.585938 |
186 | 0.541229 | 0.917541 | 0.458771 |
187 | 0.509243 | 0.981514 | 0.490757 |
188 | 0.476517 | 0.953033 | 0.523483 |
189 | 0.44028 | 0.880561 | 0.55972 |
190 | 0.479035 | 0.95807 | 0.520965 |
191 | 0.508453 | 0.983095 | 0.491547 |
192 | 0.525413 | 0.949174 | 0.474587 |
193 | 0.516161 | 0.967677 | 0.483839 |
194 | 0.485352 | 0.970704 | 0.514648 |
195 | 0.457547 | 0.915095 | 0.542453 |
196 | 0.492815 | 0.985631 | 0.507185 |
197 | 0.697394 | 0.605212 | 0.302606 |
198 | 0.705509 | 0.588982 | 0.294491 |
199 | 0.668872 | 0.662256 | 0.331128 |
200 | 0.629352 | 0.741296 | 0.370648 |
201 | 0.589026 | 0.821947 | 0.410974 |
202 | 0.548229 | 0.903543 | 0.451771 |
203 | 0.523546 | 0.952907 | 0.476454 |
204 | 0.51932 | 0.961359 | 0.48068 |
205 | 0.482068 | 0.964136 | 0.517932 |
206 | 0.439446 | 0.878892 | 0.560554 |
207 | 0.398253 | 0.796505 | 0.601747 |
208 | 0.364843 | 0.729686 | 0.635157 |
209 | 0.323766 | 0.647532 | 0.676234 |
210 | 0.316433 | 0.632865 | 0.683567 |
211 | 0.290911 | 0.581822 | 0.709089 |
212 | 0.256579 | 0.513159 | 0.743421 |
213 | 0.283707 | 0.567415 | 0.716293 |
214 | 0.265942 | 0.531884 | 0.734058 |
215 | 0.232972 | 0.465944 | 0.767028 |
216 | 0.200263 | 0.400526 | 0.799737 |
217 | 0.190139 | 0.380279 | 0.809861 |
218 | 0.160492 | 0.320984 | 0.839508 |
219 | 0.163497 | 0.326993 | 0.836503 |
220 | 0.155155 | 0.310311 | 0.844845 |
221 | 0.15412 | 0.30824 | 0.84588 |
222 | 0.127538 | 0.255076 | 0.872462 |
223 | 0.104922 | 0.209843 | 0.895078 |
224 | 0.105839 | 0.211679 | 0.894161 |
225 | 0.0957682 | 0.191536 | 0.904232 |
226 | 0.0779803 | 0.155961 | 0.92202 |
227 | 0.0607195 | 0.121439 | 0.93928 |
228 | 0.0570001 | 0.114 | 0.943 |
229 | 0.0771587 | 0.154317 | 0.922841 |
230 | 0.0734351 | 0.14687 | 0.926565 |
231 | 0.0565209 | 0.113042 | 0.943479 |
232 | 0.0580222 | 0.116044 | 0.941978 |
233 | 0.120775 | 0.24155 | 0.879225 |
234 | 0.128517 | 0.257035 | 0.871483 |
235 | 0.122187 | 0.244374 | 0.877813 |
236 | 0.0951863 | 0.190373 | 0.904814 |
237 | 0.123831 | 0.247662 | 0.876169 |
238 | 0.168437 | 0.336875 | 0.831563 |
239 | 0.270781 | 0.541562 | 0.729219 |
240 | 0.26915 | 0.538299 | 0.73085 |
241 | 0.223184 | 0.446369 | 0.776816 |
242 | 0.271165 | 0.542331 | 0.728835 |
243 | 0.211467 | 0.422934 | 0.788533 |
244 | 0.158568 | 0.317135 | 0.841432 |
245 | 0.23504 | 0.470079 | 0.76496 |
246 | 0.256584 | 0.513168 | 0.743416 |
247 | 0.189687 | 0.379374 | 0.810313 |
248 | 0.23455 | 0.4691 | 0.76545 |
249 | 0.344155 | 0.688311 | 0.655845 |
250 | 0.247575 | 0.495149 | 0.752425 |
251 | 0.278678 | 0.557355 | 0.721322 |
252 | 0.909277 | 0.181445 | 0.0907227 |
253 | 0.843076 | 0.313847 | 0.156924 |
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 | 5 | 0.0205761 | OK |