Multiple Linear Regression - Estimated Regression Equation |
Learning[t] = + 4.00445 + 0.033972Connected[t] + 0.0426649Separate[t] + 0.553914Software[t] + 0.0693844Happiness[t] -0.0309725Depression[t] + 0.0210589Sport1[t] -0.0218368Sport2[t] + 0.161768Month[t] -0.00651732t + 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) | 4.00445 | 3.89374 | 1.028 | 0.304725 | 0.152362 |
Connected | 0.033972 | 0.0346746 | 0.9797 | 0.328147 | 0.164074 |
Separate | 0.0426649 | 0.0351959 | 1.212 | 0.226558 | 0.113279 |
Software | 0.553914 | 0.0546607 | 10.13 | 1.72999e-20 | 8.64997e-21 |
Happiness | 0.0693844 | 0.0581021 | 1.194 | 0.233522 | 0.116761 |
Depression | -0.0309725 | 0.0424556 | -0.7295 | 0.466353 | 0.233176 |
Sport1 | 0.0210589 | 0.0379788 | 0.5545 | 0.57973 | 0.289865 |
Sport2 | -0.0218368 | 0.0564192 | -0.387 | 0.699047 | 0.349524 |
Month | 0.161768 | 0.408738 | 0.3958 | 0.692604 | 0.346302 |
t | -0.00651732 | 0.00433239 | -1.504 | 0.13374 | 0.0668701 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.667804 |
R-squared | 0.445963 |
Adjusted R-squared | 0.426331 |
F-TEST (value) | 22.717 |
F-TEST (DF numerator) | 9 |
F-TEST (DF denominator) | 254 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 1.86018 |
Sum Squared Residuals | 878.905 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 13 | 16.132 | -3.132 |
2 | 16 | 15.773 | 0.226987 |
3 | 19 | 17.0643 | 1.93568 |
4 | 15 | 12.1954 | 2.80456 |
5 | 14 | 16.418 | -2.41803 |
6 | 13 | 14.8802 | -1.88023 |
7 | 19 | 15.3074 | 3.69261 |
8 | 15 | 17.0994 | -2.09941 |
9 | 14 | 16.0717 | -2.07169 |
10 | 15 | 14.4709 | 0.529072 |
11 | 16 | 15.0048 | 0.995168 |
12 | 16 | 16.1898 | -0.189823 |
13 | 16 | 15.5299 | 0.470117 |
14 | 16 | 15.5015 | 0.498538 |
15 | 17 | 17.985 | -0.984972 |
16 | 15 | 15.4712 | -0.471169 |
17 | 15 | 14.6115 | 0.388483 |
18 | 20 | 16.4151 | 3.58493 |
19 | 18 | 15.4899 | 2.51011 |
20 | 16 | 15.5511 | 0.448882 |
21 | 16 | 15.3609 | 0.63913 |
22 | 16 | 15.1405 | 0.859494 |
23 | 19 | 16.4738 | 2.52619 |
24 | 16 | 15.0882 | 0.911758 |
25 | 17 | 16.149 | 0.851015 |
26 | 17 | 16.254 | 0.745974 |
27 | 16 | 14.9708 | 1.02924 |
28 | 15 | 16.7314 | -1.7314 |
29 | 16 | 15.7144 | 0.285552 |
30 | 14 | 14.1777 | -0.177698 |
31 | 15 | 15.7272 | -0.727157 |
32 | 12 | 12.8196 | -0.819627 |
33 | 14 | 14.79 | -0.790028 |
34 | 16 | 15.9092 | 0.090767 |
35 | 14 | 15.5242 | -1.52418 |
36 | 10 | 12.9949 | -2.99493 |
37 | 10 | 13.036 | -3.03602 |
38 | 14 | 15.7159 | -1.71591 |
39 | 16 | 14.5189 | 1.48107 |
40 | 16 | 14.464 | 1.53603 |
41 | 16 | 14.6923 | 1.30774 |
42 | 14 | 15.6917 | -1.69174 |
43 | 20 | 17.424 | 2.57601 |
44 | 14 | 14.1268 | -0.126833 |
45 | 14 | 14.4278 | -0.427776 |
46 | 11 | 15.4769 | -4.4769 |
47 | 14 | 16.5017 | -2.50167 |
48 | 15 | 15.0873 | -0.0872734 |
49 | 16 | 15.4345 | 0.565501 |
50 | 14 | 15.5958 | -1.59575 |
51 | 16 | 16.947 | -0.947006 |
52 | 14 | 14.1029 | -0.102906 |
53 | 12 | 14.9814 | -2.98144 |
54 | 16 | 15.7858 | 0.214207 |
55 | 9 | 11.3564 | -2.35637 |
56 | 14 | 12.3349 | 1.66507 |
57 | 16 | 15.7946 | 0.205419 |
58 | 16 | 15.4209 | 0.579053 |
59 | 15 | 15.083 | -0.0830125 |
60 | 16 | 14.1513 | 1.84873 |
61 | 12 | 11.507 | 0.493039 |
62 | 16 | 15.614 | 0.385981 |
63 | 16 | 16.481 | -0.481005 |
64 | 14 | 14.6386 | -0.638612 |
65 | 16 | 15.2161 | 0.783934 |
66 | 17 | 16.1284 | 0.871641 |
67 | 18 | 16.366 | 1.63402 |
68 | 18 | 14.5461 | 3.45393 |
69 | 12 | 15.986 | -3.98596 |
70 | 16 | 15.7236 | 0.27641 |
71 | 10 | 13.4365 | -3.43646 |
72 | 14 | 14.9825 | -0.982476 |
73 | 18 | 17.0159 | 0.984117 |
74 | 18 | 17.2455 | 0.754512 |
75 | 16 | 15.3257 | 0.674279 |
76 | 17 | 13.5758 | 3.42425 |
77 | 16 | 16.4688 | -0.46879 |
78 | 16 | 14.5522 | 1.44778 |
79 | 13 | 15.2614 | -2.2614 |
80 | 16 | 15.1965 | 0.803547 |
81 | 16 | 15.7574 | 0.24255 |
82 | 16 | 15.7769 | 0.223148 |
83 | 15 | 15.7299 | -0.729877 |
84 | 15 | 14.93 | 0.0700298 |
85 | 16 | 14.2149 | 1.78506 |
86 | 14 | 14.2366 | -0.236631 |
87 | 16 | 15.4094 | 0.590583 |
88 | 16 | 14.9 | 1.09997 |
89 | 15 | 14.5575 | 0.442476 |
90 | 12 | 13.9196 | -1.91958 |
91 | 17 | 16.78 | 0.219977 |
92 | 16 | 15.863 | 0.137035 |
93 | 15 | 15.1302 | -0.13018 |
94 | 13 | 15.0948 | -2.09484 |
95 | 16 | 14.8308 | 1.16918 |
96 | 16 | 15.7987 | 0.201267 |
97 | 16 | 13.7556 | 2.24439 |
98 | 16 | 15.8344 | 0.165573 |
99 | 14 | 14.4661 | -0.466133 |
100 | 16 | 17.0397 | -1.03971 |
101 | 16 | 14.6989 | 1.30112 |
102 | 20 | 17.4607 | 2.53935 |
103 | 15 | 14.2209 | 0.779093 |
104 | 16 | 15.0049 | 0.995068 |
105 | 13 | 14.8816 | -1.88163 |
106 | 17 | 15.7061 | 1.29392 |
107 | 16 | 15.7299 | 0.270053 |
108 | 16 | 14.3734 | 1.62659 |
109 | 12 | 12.306 | -0.305983 |
110 | 16 | 15.2836 | 0.716383 |
111 | 16 | 16.0108 | -0.0107717 |
112 | 17 | 15.0351 | 1.96492 |
113 | 13 | 14.5406 | -1.54061 |
114 | 12 | 14.5773 | -2.57728 |
115 | 18 | 16.1499 | 1.85008 |
116 | 14 | 15.849 | -1.84902 |
117 | 14 | 13.1714 | 0.828563 |
118 | 13 | 14.789 | -1.78905 |
119 | 16 | 15.5215 | 0.478505 |
120 | 13 | 14.4174 | -1.41739 |
121 | 16 | 15.3733 | 0.626735 |
122 | 13 | 15.824 | -2.82399 |
123 | 16 | 16.8207 | -0.820673 |
124 | 15 | 15.8152 | -0.815194 |
125 | 16 | 16.7759 | -0.775886 |
126 | 15 | 14.6563 | 0.343682 |
127 | 17 | 15.5135 | 1.48645 |
128 | 15 | 13.9562 | 1.04381 |
129 | 12 | 14.665 | -2.66497 |
130 | 16 | 13.9484 | 2.05159 |
131 | 10 | 13.6993 | -3.69935 |
132 | 16 | 13.4787 | 2.52127 |
133 | 12 | 14.1171 | -2.11712 |
134 | 14 | 15.497 | -1.49698 |
135 | 15 | 15.0229 | -0.0228515 |
136 | 13 | 12.0783 | 0.921716 |
137 | 15 | 14.418 | 0.582025 |
138 | 11 | 13.4149 | -2.41488 |
139 | 12 | 12.9615 | -0.961539 |
140 | 11 | 13.3294 | -2.32943 |
141 | 16 | 12.8198 | 3.18017 |
142 | 15 | 13.6115 | 1.38852 |
143 | 17 | 16.7647 | 0.235264 |
144 | 16 | 14.0973 | 1.90273 |
145 | 10 | 13.2326 | -3.23261 |
146 | 18 | 15.4232 | 2.57682 |
147 | 13 | 14.8643 | -1.86431 |
148 | 16 | 14.7811 | 1.2189 |
149 | 13 | 12.7594 | 0.240626 |
150 | 10 | 12.8479 | -2.84795 |
151 | 15 | 15.8571 | -0.857125 |
152 | 16 | 13.8243 | 2.17568 |
153 | 16 | 11.8178 | 4.18221 |
154 | 14 | 12.1796 | 1.82037 |
155 | 10 | 12.3604 | -2.36037 |
156 | 17 | 16.3564 | 0.643603 |
157 | 13 | 11.64 | 1.36004 |
158 | 15 | 13.7607 | 1.23933 |
159 | 16 | 14.4778 | 1.52222 |
160 | 12 | 12.6713 | -0.671269 |
161 | 13 | 12.5502 | 0.449842 |
162 | 13 | 12.6952 | 0.304814 |
163 | 12 | 12.5325 | -0.532527 |
164 | 17 | 16.2944 | 0.705563 |
165 | 15 | 13.7803 | 1.21973 |
166 | 10 | 11.696 | -1.69605 |
167 | 14 | 14.4098 | -0.409814 |
168 | 11 | 14.2824 | -3.2824 |
169 | 13 | 14.8697 | -1.86966 |
170 | 16 | 14.5277 | 1.47227 |
171 | 12 | 10.5782 | 1.42184 |
172 | 16 | 15.4054 | 0.594604 |
173 | 12 | 13.9507 | -1.95073 |
174 | 9 | 11.4328 | -2.43276 |
175 | 12 | 14.9709 | -2.97089 |
176 | 15 | 14.6153 | 0.384688 |
177 | 12 | 12.3485 | -0.348485 |
178 | 12 | 12.741 | -0.741024 |
179 | 14 | 13.8483 | 0.151743 |
180 | 12 | 13.4364 | -1.43638 |
181 | 16 | 15.0574 | 0.942577 |
182 | 11 | 11.5291 | -0.52909 |
183 | 19 | 16.7024 | 2.29761 |
184 | 15 | 15.1861 | -0.186108 |
185 | 8 | 14.6098 | -6.60985 |
186 | 16 | 14.7949 | 1.20512 |
187 | 17 | 14.489 | 2.51103 |
188 | 12 | 12.4493 | -0.449279 |
189 | 11 | 11.5258 | -0.525825 |
190 | 11 | 10.484 | 0.516008 |
191 | 14 | 14.7297 | -0.729729 |
192 | 16 | 15.4573 | 0.542659 |
193 | 12 | 9.79495 | 2.20505 |
194 | 16 | 14.0582 | 1.94176 |
195 | 13 | 13.6671 | -0.667127 |
196 | 15 | 15.006 | -0.00596155 |
197 | 16 | 12.9613 | 3.03872 |
198 | 16 | 15.0217 | 0.978304 |
199 | 14 | 12.4655 | 1.5345 |
200 | 16 | 14.536 | 1.46397 |
201 | 16 | 14.0102 | 1.98982 |
202 | 14 | 13.3505 | 0.649485 |
203 | 11 | 13.4249 | -2.42489 |
204 | 12 | 14.4629 | -2.46295 |
205 | 15 | 12.7282 | 2.27182 |
206 | 15 | 14.4392 | 0.560792 |
207 | 16 | 14.4842 | 1.5158 |
208 | 16 | 14.8639 | 1.13608 |
209 | 11 | 13.5736 | -2.57355 |
210 | 15 | 13.933 | 1.06701 |
211 | 12 | 14.1909 | -2.19094 |
212 | 12 | 15.7004 | -3.70037 |
213 | 15 | 14.0985 | 0.901528 |
214 | 15 | 12.0898 | 2.9102 |
215 | 16 | 14.4861 | 1.51388 |
216 | 14 | 13.0448 | 0.955209 |
217 | 17 | 14.5704 | 2.42962 |
218 | 14 | 13.8899 | 0.110123 |
219 | 13 | 11.8763 | 1.12366 |
220 | 15 | 15.0825 | -0.0824598 |
221 | 13 | 14.5751 | -1.57506 |
222 | 14 | 13.986 | 0.0139668 |
223 | 15 | 14.1866 | 0.813397 |
224 | 12 | 13.0451 | -1.0451 |
225 | 13 | 12.5278 | 0.472207 |
226 | 8 | 11.696 | -3.69605 |
227 | 14 | 13.6562 | 0.343801 |
228 | 14 | 12.9001 | 1.09993 |
229 | 11 | 12.1551 | -1.15511 |
230 | 12 | 12.8142 | -0.814199 |
231 | 13 | 11.1928 | 1.8072 |
232 | 10 | 13.1324 | -3.1324 |
233 | 16 | 11.3239 | 4.67613 |
234 | 18 | 15.7017 | 2.29834 |
235 | 13 | 13.6986 | -0.698625 |
236 | 11 | 13.1953 | -2.19532 |
237 | 4 | 10.9144 | -6.91442 |
238 | 13 | 14.0864 | -1.08639 |
239 | 16 | 14.1114 | 1.88856 |
240 | 10 | 11.581 | -1.58104 |
241 | 12 | 12.1458 | -0.14579 |
242 | 12 | 13.3223 | -1.32233 |
243 | 10 | 8.80196 | 1.19804 |
244 | 13 | 10.9676 | 2.0324 |
245 | 15 | 13.4825 | 1.51749 |
246 | 12 | 11.7701 | 0.229882 |
247 | 14 | 12.6702 | 1.32983 |
248 | 10 | 12.2934 | -2.29345 |
249 | 12 | 10.6014 | 1.39859 |
250 | 12 | 11.5046 | 0.495414 |
251 | 11 | 11.6933 | -0.693327 |
252 | 10 | 11.497 | -1.49703 |
253 | 12 | 11.2278 | 0.772228 |
254 | 16 | 12.633 | 3.36697 |
255 | 12 | 13.1033 | -1.10331 |
256 | 14 | 13.6115 | 0.38849 |
257 | 16 | 14.138 | 1.86198 |
258 | 14 | 11.4513 | 2.5487 |
259 | 13 | 13.9884 | -0.988366 |
260 | 4 | 9.27855 | -5.27855 |
261 | 15 | 13.4908 | 1.50918 |
262 | 11 | 14.7054 | -3.70545 |
263 | 11 | 11.1004 | -0.100382 |
264 | 14 | 12.576 | 1.424 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
13 | 0.309808 | 0.619615 | 0.690192 |
14 | 0.298246 | 0.596492 | 0.701754 |
15 | 0.180881 | 0.361761 | 0.819119 |
16 | 0.13796 | 0.275919 | 0.86204 |
17 | 0.14373 | 0.287459 | 0.85627 |
18 | 0.295673 | 0.591345 | 0.704327 |
19 | 0.245953 | 0.491906 | 0.754047 |
20 | 0.197532 | 0.395063 | 0.802468 |
21 | 0.154639 | 0.309277 | 0.845361 |
22 | 0.18118 | 0.36236 | 0.81882 |
23 | 0.292371 | 0.584741 | 0.707629 |
24 | 0.413563 | 0.827126 | 0.586437 |
25 | 0.343872 | 0.687743 | 0.656128 |
26 | 0.292745 | 0.585491 | 0.707255 |
27 | 0.280275 | 0.56055 | 0.719725 |
28 | 0.396379 | 0.792759 | 0.603621 |
29 | 0.342705 | 0.685411 | 0.657295 |
30 | 0.453591 | 0.907182 | 0.546409 |
31 | 0.40982 | 0.819641 | 0.59018 |
32 | 0.3797 | 0.759401 | 0.6203 |
33 | 0.362199 | 0.724398 | 0.637801 |
34 | 0.323061 | 0.646123 | 0.676939 |
35 | 0.277419 | 0.554839 | 0.722581 |
36 | 0.412599 | 0.825199 | 0.587401 |
37 | 0.440487 | 0.880973 | 0.559513 |
38 | 0.414751 | 0.829502 | 0.585249 |
39 | 0.458997 | 0.917993 | 0.541003 |
40 | 0.438077 | 0.876155 | 0.561923 |
41 | 0.397607 | 0.795213 | 0.602393 |
42 | 0.357011 | 0.714022 | 0.642989 |
43 | 0.375803 | 0.751607 | 0.624197 |
44 | 0.326219 | 0.652438 | 0.673781 |
45 | 0.297229 | 0.594457 | 0.702771 |
46 | 0.477768 | 0.955535 | 0.522232 |
47 | 0.566983 | 0.866034 | 0.433017 |
48 | 0.523694 | 0.952611 | 0.476306 |
49 | 0.547091 | 0.905819 | 0.452909 |
50 | 0.519796 | 0.960408 | 0.480204 |
51 | 0.474362 | 0.948724 | 0.525638 |
52 | 0.432325 | 0.864651 | 0.567675 |
53 | 0.432585 | 0.865171 | 0.567415 |
54 | 0.389369 | 0.778737 | 0.610631 |
55 | 0.377809 | 0.755617 | 0.622191 |
56 | 0.373594 | 0.747188 | 0.626406 |
57 | 0.332852 | 0.665705 | 0.667148 |
58 | 0.312981 | 0.625962 | 0.687019 |
59 | 0.281726 | 0.563452 | 0.718274 |
60 | 0.301555 | 0.60311 | 0.698445 |
61 | 0.276787 | 0.553574 | 0.723213 |
62 | 0.250508 | 0.501016 | 0.749492 |
63 | 0.220683 | 0.441366 | 0.779317 |
64 | 0.191708 | 0.383417 | 0.808292 |
65 | 0.169368 | 0.338736 | 0.830632 |
66 | 0.143784 | 0.287568 | 0.856216 |
67 | 0.124528 | 0.249056 | 0.875472 |
68 | 0.150714 | 0.301428 | 0.849286 |
69 | 0.343889 | 0.687777 | 0.656111 |
70 | 0.305643 | 0.611287 | 0.694357 |
71 | 0.456878 | 0.913755 | 0.543122 |
72 | 0.419929 | 0.839857 | 0.580071 |
73 | 0.41025 | 0.820501 | 0.58975 |
74 | 0.389476 | 0.778952 | 0.610524 |
75 | 0.353067 | 0.706134 | 0.646933 |
76 | 0.402479 | 0.804957 | 0.597521 |
77 | 0.36758 | 0.735161 | 0.63242 |
78 | 0.338947 | 0.677894 | 0.661053 |
79 | 0.366387 | 0.732774 | 0.633613 |
80 | 0.334441 | 0.668881 | 0.665559 |
81 | 0.30266 | 0.605321 | 0.69734 |
82 | 0.268712 | 0.537424 | 0.731288 |
83 | 0.243465 | 0.48693 | 0.756535 |
84 | 0.213395 | 0.42679 | 0.786605 |
85 | 0.204474 | 0.408947 | 0.795526 |
86 | 0.177589 | 0.355178 | 0.822411 |
87 | 0.155174 | 0.310348 | 0.844826 |
88 | 0.141134 | 0.282269 | 0.858866 |
89 | 0.120989 | 0.241977 | 0.879011 |
90 | 0.120255 | 0.24051 | 0.879745 |
91 | 0.102479 | 0.204958 | 0.897521 |
92 | 0.0891461 | 0.178292 | 0.910854 |
93 | 0.0755108 | 0.151022 | 0.924489 |
94 | 0.0795327 | 0.159065 | 0.920467 |
95 | 0.0718328 | 0.143666 | 0.928167 |
96 | 0.0597719 | 0.119544 | 0.940228 |
97 | 0.0636513 | 0.127303 | 0.936349 |
98 | 0.0525729 | 0.105146 | 0.947427 |
99 | 0.0433485 | 0.0866971 | 0.956651 |
100 | 0.0375392 | 0.0750785 | 0.962461 |
101 | 0.0329904 | 0.0659808 | 0.96701 |
102 | 0.0398394 | 0.0796788 | 0.960161 |
103 | 0.0335491 | 0.0670982 | 0.966451 |
104 | 0.0305202 | 0.0610403 | 0.96948 |
105 | 0.0357051 | 0.0714103 | 0.964295 |
106 | 0.031265 | 0.0625301 | 0.968735 |
107 | 0.0253097 | 0.0506194 | 0.97469 |
108 | 0.024605 | 0.0492099 | 0.975395 |
109 | 0.0198406 | 0.0396813 | 0.980159 |
110 | 0.0162401 | 0.0324801 | 0.98376 |
111 | 0.0128113 | 0.0256226 | 0.987189 |
112 | 0.0132259 | 0.0264518 | 0.986774 |
113 | 0.0121223 | 0.0242446 | 0.987878 |
114 | 0.0169804 | 0.0339608 | 0.98302 |
115 | 0.0161928 | 0.0323855 | 0.983807 |
116 | 0.0154867 | 0.0309735 | 0.984513 |
117 | 0.0127934 | 0.0255868 | 0.987207 |
118 | 0.0126935 | 0.025387 | 0.987307 |
119 | 0.0101274 | 0.0202548 | 0.989873 |
120 | 0.00894942 | 0.0178988 | 0.991051 |
121 | 0.00713553 | 0.0142711 | 0.992864 |
122 | 0.0103009 | 0.0206018 | 0.989699 |
123 | 0.00841823 | 0.0168365 | 0.991582 |
124 | 0.00701496 | 0.0140299 | 0.992985 |
125 | 0.00561231 | 0.0112246 | 0.994388 |
126 | 0.00437309 | 0.00874618 | 0.995627 |
127 | 0.00411488 | 0.00822976 | 0.995885 |
128 | 0.00337134 | 0.00674267 | 0.996629 |
129 | 0.00459519 | 0.00919038 | 0.995405 |
130 | 0.00520833 | 0.0104167 | 0.994792 |
131 | 0.0106572 | 0.0213143 | 0.989343 |
132 | 0.0131638 | 0.0263276 | 0.986836 |
133 | 0.0140599 | 0.0281197 | 0.98594 |
134 | 0.0130266 | 0.0260533 | 0.986973 |
135 | 0.0102683 | 0.0205366 | 0.989732 |
136 | 0.00869301 | 0.017386 | 0.991307 |
137 | 0.00691931 | 0.0138386 | 0.993081 |
138 | 0.00873124 | 0.0174625 | 0.991269 |
139 | 0.00744563 | 0.0148913 | 0.992554 |
140 | 0.00911502 | 0.01823 | 0.990885 |
141 | 0.0149245 | 0.029849 | 0.985076 |
142 | 0.014288 | 0.0285761 | 0.985712 |
143 | 0.0117875 | 0.023575 | 0.988212 |
144 | 0.0117425 | 0.0234849 | 0.988258 |
145 | 0.0208545 | 0.041709 | 0.979145 |
146 | 0.0248967 | 0.0497933 | 0.975103 |
147 | 0.0264236 | 0.0528472 | 0.973576 |
148 | 0.0230886 | 0.0461771 | 0.976911 |
149 | 0.0185754 | 0.0371508 | 0.981425 |
150 | 0.0265826 | 0.0531653 | 0.973417 |
151 | 0.0226852 | 0.0453704 | 0.977315 |
152 | 0.0252752 | 0.0505504 | 0.974725 |
153 | 0.0510144 | 0.102029 | 0.948986 |
154 | 0.0499973 | 0.0999947 | 0.950003 |
155 | 0.0590563 | 0.118113 | 0.940944 |
156 | 0.0500529 | 0.100106 | 0.949947 |
157 | 0.0442379 | 0.0884757 | 0.955762 |
158 | 0.0379777 | 0.0759554 | 0.962022 |
159 | 0.0367545 | 0.0735091 | 0.963245 |
160 | 0.0310594 | 0.0621188 | 0.968941 |
161 | 0.025175 | 0.0503501 | 0.974825 |
162 | 0.0203315 | 0.0406631 | 0.979668 |
163 | 0.0168868 | 0.0337737 | 0.983113 |
164 | 0.0140851 | 0.0281701 | 0.985915 |
165 | 0.0120378 | 0.0240755 | 0.987962 |
166 | 0.012719 | 0.0254381 | 0.987281 |
167 | 0.0101566 | 0.0203133 | 0.989843 |
168 | 0.0157254 | 0.0314508 | 0.984275 |
169 | 0.0160887 | 0.0321774 | 0.983911 |
170 | 0.0150008 | 0.0300017 | 0.984999 |
171 | 0.0135895 | 0.027179 | 0.98641 |
172 | 0.0108394 | 0.0216788 | 0.989161 |
173 | 0.0108442 | 0.0216883 | 0.989156 |
174 | 0.0125965 | 0.0251929 | 0.987404 |
175 | 0.0166311 | 0.0332622 | 0.983369 |
176 | 0.0132481 | 0.0264961 | 0.986752 |
177 | 0.0104529 | 0.0209058 | 0.989547 |
178 | 0.0087686 | 0.0175372 | 0.991231 |
179 | 0.00675218 | 0.0135044 | 0.993248 |
180 | 0.00595228 | 0.0119046 | 0.994048 |
181 | 0.00482021 | 0.00964043 | 0.99518 |
182 | 0.00370835 | 0.00741669 | 0.996292 |
183 | 0.00398692 | 0.00797385 | 0.996013 |
184 | 0.00300961 | 0.00601922 | 0.99699 |
185 | 0.0853415 | 0.170683 | 0.914659 |
186 | 0.0760215 | 0.152043 | 0.923978 |
187 | 0.0837414 | 0.167483 | 0.916259 |
188 | 0.0700403 | 0.140081 | 0.92996 |
189 | 0.0622876 | 0.124575 | 0.937712 |
190 | 0.0517448 | 0.10349 | 0.948255 |
191 | 0.0477315 | 0.095463 | 0.952269 |
192 | 0.0392258 | 0.0784515 | 0.960774 |
193 | 0.0400244 | 0.0800487 | 0.959976 |
194 | 0.0403047 | 0.0806094 | 0.959695 |
195 | 0.0347006 | 0.0694012 | 0.965299 |
196 | 0.0277662 | 0.0555323 | 0.972234 |
197 | 0.0351052 | 0.0702104 | 0.964895 |
198 | 0.0285014 | 0.0570028 | 0.971499 |
199 | 0.0255314 | 0.0510629 | 0.974469 |
200 | 0.0218196 | 0.0436392 | 0.97818 |
201 | 0.0203269 | 0.0406539 | 0.979673 |
202 | 0.01709 | 0.0341799 | 0.98291 |
203 | 0.0224644 | 0.0449288 | 0.977536 |
204 | 0.0261549 | 0.0523098 | 0.973845 |
205 | 0.027322 | 0.054644 | 0.972678 |
206 | 0.021257 | 0.042514 | 0.978743 |
207 | 0.0202653 | 0.0405306 | 0.979735 |
208 | 0.0164688 | 0.0329377 | 0.983531 |
209 | 0.0183273 | 0.0366546 | 0.981673 |
210 | 0.014501 | 0.029002 | 0.985499 |
211 | 0.0166183 | 0.0332366 | 0.983382 |
212 | 0.0270901 | 0.0541802 | 0.97291 |
213 | 0.0209131 | 0.0418262 | 0.979087 |
214 | 0.0271139 | 0.0542279 | 0.972886 |
215 | 0.0228725 | 0.0457451 | 0.977127 |
216 | 0.017532 | 0.035064 | 0.982468 |
217 | 0.019256 | 0.0385119 | 0.980744 |
218 | 0.0160981 | 0.0321961 | 0.983902 |
219 | 0.0148738 | 0.0297476 | 0.985126 |
220 | 0.0112452 | 0.0224905 | 0.988755 |
221 | 0.00926183 | 0.0185237 | 0.990738 |
222 | 0.00656563 | 0.0131313 | 0.993434 |
223 | 0.00498204 | 0.00996407 | 0.995018 |
224 | 0.00370587 | 0.00741173 | 0.996294 |
225 | 0.00312911 | 0.00625821 | 0.996871 |
226 | 0.00730802 | 0.014616 | 0.992692 |
227 | 0.00565659 | 0.0113132 | 0.994343 |
228 | 0.00413004 | 0.00826007 | 0.99587 |
229 | 0.00290096 | 0.00580191 | 0.997099 |
230 | 0.00210007 | 0.00420013 | 0.9979 |
231 | 0.00187435 | 0.0037487 | 0.998126 |
232 | 0.00445268 | 0.00890537 | 0.995547 |
233 | 0.0186514 | 0.0373027 | 0.981349 |
234 | 0.0287056 | 0.0574112 | 0.971294 |
235 | 0.0202408 | 0.0404816 | 0.979759 |
236 | 0.0166385 | 0.033277 | 0.983361 |
237 | 0.158812 | 0.317623 | 0.841188 |
238 | 0.122054 | 0.244107 | 0.877946 |
239 | 0.0996049 | 0.19921 | 0.900395 |
240 | 0.0750858 | 0.150172 | 0.924914 |
241 | 0.0646426 | 0.129285 | 0.935357 |
242 | 0.102491 | 0.204981 | 0.897509 |
243 | 0.0814917 | 0.162983 | 0.918508 |
244 | 0.0842683 | 0.168537 | 0.915732 |
245 | 0.0665871 | 0.133174 | 0.933413 |
246 | 0.0544357 | 0.108871 | 0.945564 |
247 | 0.0329908 | 0.0659815 | 0.967009 |
248 | 0.0266392 | 0.0532783 | 0.973361 |
249 | 0.0224914 | 0.0449827 | 0.977509 |
250 | 0.0664473 | 0.132895 | 0.933553 |
251 | 0.0486972 | 0.0973945 | 0.951303 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 16 | 0.0669456 | NOK |
5% type I error level | 98 | 0.410042 | NOK |
10% type I error level | 133 | 0.556485 | NOK |