Multiple Linear Regression - Estimated Regression Equation |
Learning[t] = + 5.45153 + 0.0321669Connected[t] + 0.0427654Separate[t] + 0.55849Software[t] + 0.0702335Happiness[t] -0.0311264Depression[t] + 0.00747851Sport1[t] -0.00491058t + 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) | 5.45153 | 1.94279 | 2.806 | 0.00540097 | 0.00270048 |
Connected | 0.0321669 | 0.0344244 | 0.9344 | 0.350967 | 0.175483 |
Separate | 0.0427654 | 0.0350762 | 1.219 | 0.223886 | 0.111943 |
Software | 0.55849 | 0.0537257 | 10.4 | 2.40853e-21 | 1.20426e-21 |
Happiness | 0.0702335 | 0.0578095 | 1.215 | 0.225518 | 0.112759 |
Depression | -0.0311264 | 0.041759 | -0.7454 | 0.456725 | 0.228362 |
Sport1 | 0.00747851 | 0.0118688 | 0.6301 | 0.529191 | 0.264595 |
t | -0.00491058 | 0.00168013 | -2.923 | 0.00377991 | 0.00188996 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.667213 |
R-squared | 0.445173 |
Adjusted R-squared | 0.430002 |
F-TEST (value) | 29.3436 |
F-TEST (DF numerator) | 7 |
F-TEST (DF denominator) | 256 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 1.85422 |
Sum Squared Residuals | 880.157 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 13 | 16.0985 | -3.09854 |
2 | 16 | 15.7506 | 0.249372 |
3 | 19 | 17.1063 | 1.89368 |
4 | 15 | 12.1616 | 2.83839 |
5 | 14 | 16.4018 | -2.40179 |
6 | 13 | 14.847 | -1.84701 |
7 | 19 | 15.3941 | 3.60588 |
8 | 15 | 17.1035 | -2.10349 |
9 | 14 | 16.0597 | -2.05966 |
10 | 15 | 14.4613 | 0.53868 |
11 | 16 | 15.004 | 0.99601 |
12 | 16 | 16.1958 | -0.195778 |
13 | 16 | 15.5452 | 0.454799 |
14 | 16 | 15.4976 | 0.50243 |
15 | 17 | 18.0026 | -1.00262 |
16 | 15 | 15.4967 | -0.496691 |
17 | 15 | 14.5878 | 0.412162 |
18 | 20 | 16.4221 | 3.57787 |
19 | 18 | 15.5318 | 2.46816 |
20 | 16 | 15.5984 | 0.401602 |
21 | 16 | 15.3945 | 0.605521 |
22 | 16 | 15.2136 | 0.786386 |
23 | 19 | 16.4921 | 2.50786 |
24 | 16 | 15.1609 | 0.839081 |
25 | 17 | 16.1484 | 0.851624 |
26 | 17 | 16.2218 | 0.778197 |
27 | 16 | 14.9084 | 1.09165 |
28 | 15 | 16.8091 | -1.80911 |
29 | 16 | 15.6848 | 0.315176 |
30 | 14 | 14.263 | -0.26303 |
31 | 15 | 15.766 | -0.765961 |
32 | 12 | 12.8493 | -0.849289 |
33 | 14 | 14.804 | -0.803962 |
34 | 16 | 16.0017 | -0.00174961 |
35 | 14 | 15.4902 | -1.49021 |
36 | 10 | 13.0305 | -3.03048 |
37 | 10 | 13.0355 | -3.03553 |
38 | 14 | 15.747 | -1.74703 |
39 | 16 | 14.5546 | 1.44544 |
40 | 16 | 14.4949 | 1.50511 |
41 | 16 | 14.7205 | 1.27946 |
42 | 14 | 15.701 | -1.70095 |
43 | 20 | 17.4871 | 2.51288 |
44 | 14 | 14.1534 | -0.153378 |
45 | 14 | 14.4624 | -0.462355 |
46 | 11 | 15.4909 | -4.49095 |
47 | 14 | 16.6308 | -2.63076 |
48 | 15 | 15.1467 | -0.146742 |
49 | 16 | 15.4179 | 0.582123 |
50 | 14 | 15.6302 | -1.63025 |
51 | 16 | 17.0253 | -1.0253 |
52 | 14 | 14.1419 | -0.141941 |
53 | 12 | 15.0172 | -3.01719 |
54 | 16 | 16.0362 | -0.0361861 |
55 | 9 | 11.3433 | -2.34329 |
56 | 14 | 12.385 | 1.61502 |
57 | 16 | 15.8545 | 0.14546 |
58 | 16 | 15.5299 | 0.470117 |
59 | 15 | 15.1124 | -0.112393 |
60 | 16 | 14.2211 | 1.77894 |
61 | 12 | 11.5596 | 0.440447 |
62 | 16 | 15.6407 | 0.359318 |
63 | 16 | 16.5488 | -0.548817 |
64 | 14 | 14.711 | -0.710986 |
65 | 16 | 15.3063 | 0.693679 |
66 | 17 | 16.0542 | 0.945814 |
67 | 18 | 16.3332 | 1.66682 |
68 | 18 | 14.3959 | 3.60411 |
69 | 12 | 15.8997 | -3.89971 |
70 | 16 | 15.6516 | 0.348421 |
71 | 10 | 13.4124 | -3.41238 |
72 | 14 | 14.9243 | -0.924295 |
73 | 18 | 16.9281 | 1.07194 |
74 | 18 | 17.141 | 0.859016 |
75 | 16 | 15.2323 | 0.767705 |
76 | 17 | 13.4919 | 3.50811 |
77 | 16 | 16.4191 | -0.4191 |
78 | 16 | 14.5312 | 1.4688 |
79 | 13 | 15.2166 | -2.21658 |
80 | 16 | 15.1421 | 0.85786 |
81 | 16 | 15.6586 | 0.341373 |
82 | 16 | 15.7632 | 0.236759 |
83 | 15 | 15.6434 | -0.643414 |
84 | 15 | 14.8842 | 0.115768 |
85 | 16 | 14.1607 | 1.83926 |
86 | 14 | 14.1556 | -0.155569 |
87 | 16 | 15.3675 | 0.632512 |
88 | 16 | 14.8726 | 1.12741 |
89 | 15 | 14.5195 | 0.480519 |
90 | 12 | 13.908 | -1.90797 |
91 | 17 | 16.7585 | 0.241506 |
92 | 16 | 15.8056 | 0.194438 |
93 | 15 | 15.0531 | -0.0531068 |
94 | 13 | 15.0299 | -2.02985 |
95 | 16 | 14.7436 | 1.25639 |
96 | 16 | 15.7882 | 0.211757 |
97 | 16 | 13.6774 | 2.32262 |
98 | 16 | 15.7737 | 0.226292 |
99 | 14 | 14.4298 | -0.429782 |
100 | 16 | 16.9923 | -0.992298 |
101 | 16 | 14.6766 | 1.32338 |
102 | 20 | 17.4542 | 2.54578 |
103 | 15 | 14.2397 | 0.76034 |
104 | 16 | 14.9599 | 1.04014 |
105 | 13 | 14.8422 | -1.8422 |
106 | 17 | 15.7017 | 1.29827 |
107 | 16 | 15.7011 | 0.298877 |
108 | 16 | 14.3587 | 1.64135 |
109 | 12 | 12.3043 | -0.304342 |
110 | 16 | 15.2857 | 0.714319 |
111 | 16 | 15.9928 | 0.00717285 |
112 | 17 | 15.0564 | 1.94359 |
113 | 13 | 14.2812 | -1.28118 |
114 | 12 | 14.5799 | -2.57987 |
115 | 18 | 16.1615 | 1.83853 |
116 | 14 | 15.8657 | -1.86573 |
117 | 14 | 13.2289 | 0.771112 |
118 | 13 | 14.7929 | -1.79292 |
119 | 16 | 15.5204 | 0.479616 |
120 | 13 | 14.4292 | -1.42922 |
121 | 16 | 15.3854 | 0.614577 |
122 | 13 | 15.8212 | -2.82121 |
123 | 16 | 16.8545 | -0.854504 |
124 | 15 | 15.8438 | -0.843765 |
125 | 16 | 16.7849 | -0.784934 |
126 | 15 | 14.6587 | 0.341278 |
127 | 17 | 15.4906 | 1.50942 |
128 | 15 | 14.0483 | 0.951748 |
129 | 12 | 14.6859 | -2.68587 |
130 | 16 | 13.9403 | 2.05973 |
131 | 10 | 13.724 | -3.72395 |
132 | 16 | 13.4583 | 2.54167 |
133 | 12 | 14.166 | -2.16599 |
134 | 14 | 15.544 | -1.54405 |
135 | 15 | 15.0837 | -0.0836567 |
136 | 13 | 12.1121 | 0.887887 |
137 | 15 | 14.5313 | 0.468722 |
138 | 11 | 13.499 | -2.49895 |
139 | 12 | 13.0065 | -1.00648 |
140 | 11 | 13.34 | -2.33996 |
141 | 16 | 12.8565 | 3.1435 |
142 | 15 | 13.6441 | 1.35588 |
143 | 17 | 16.8414 | 0.158636 |
144 | 16 | 14.1244 | 1.8756 |
145 | 10 | 13.2668 | -3.26675 |
146 | 18 | 15.4975 | 2.50245 |
147 | 13 | 14.9458 | -1.94575 |
148 | 16 | 14.843 | 1.15699 |
149 | 13 | 12.8272 | 0.172772 |
150 | 10 | 12.9005 | -2.90046 |
151 | 15 | 15.8784 | -0.878418 |
152 | 16 | 13.8249 | 2.17514 |
153 | 16 | 11.8526 | 4.14742 |
154 | 14 | 12.3963 | 1.6037 |
155 | 10 | 12.4816 | -2.48163 |
156 | 17 | 16.4393 | 0.560693 |
157 | 13 | 11.7067 | 1.29331 |
158 | 15 | 13.9009 | 1.09907 |
159 | 16 | 14.5374 | 1.4626 |
160 | 12 | 12.6989 | -0.698904 |
161 | 13 | 12.6931 | 0.306895 |
162 | 13 | 12.6702 | 0.329796 |
163 | 12 | 12.3814 | -0.381358 |
164 | 17 | 16.2131 | 0.786902 |
165 | 15 | 13.6682 | 1.33178 |
166 | 10 | 11.6198 | -1.61976 |
167 | 14 | 14.3442 | -0.344192 |
168 | 11 | 14.1943 | -3.19435 |
169 | 13 | 14.7896 | -1.7896 |
170 | 16 | 14.3872 | 1.61281 |
171 | 12 | 10.4815 | 1.51847 |
172 | 16 | 15.3378 | 0.662212 |
173 | 12 | 13.8444 | -1.84444 |
174 | 9 | 11.3336 | -2.33361 |
175 | 12 | 14.907 | -2.90704 |
176 | 15 | 14.473 | 0.526992 |
177 | 12 | 12.2943 | -0.294328 |
178 | 12 | 12.6504 | -0.650368 |
179 | 14 | 13.7939 | 0.206132 |
180 | 12 | 13.2889 | -1.2889 |
181 | 16 | 15.0069 | 0.993126 |
182 | 11 | 11.4515 | -0.451506 |
183 | 19 | 16.7016 | 2.29842 |
184 | 15 | 15.111 | -0.110982 |
185 | 8 | 14.597 | -6.59699 |
186 | 16 | 14.6989 | 1.30106 |
187 | 17 | 14.3896 | 2.61042 |
188 | 12 | 12.3486 | -0.348623 |
189 | 11 | 11.4121 | -0.41207 |
190 | 11 | 10.455 | 0.545032 |
191 | 14 | 14.4365 | -0.436491 |
192 | 16 | 15.3764 | 0.623572 |
193 | 12 | 9.72248 | 2.27752 |
194 | 16 | 14.0886 | 1.91136 |
195 | 13 | 13.6329 | -0.632885 |
196 | 15 | 14.999 | 0.00102459 |
197 | 16 | 12.9126 | 3.08737 |
198 | 16 | 14.9919 | 1.00806 |
199 | 14 | 12.4076 | 1.59237 |
200 | 16 | 14.4604 | 1.53964 |
201 | 16 | 14.0333 | 1.96668 |
202 | 14 | 13.2955 | 0.704538 |
203 | 11 | 13.313 | -2.31296 |
204 | 12 | 14.4949 | -2.49492 |
205 | 15 | 12.6779 | 2.32212 |
206 | 15 | 14.4188 | 0.581163 |
207 | 16 | 14.532 | 1.46799 |
208 | 16 | 14.8431 | 1.15687 |
209 | 11 | 13.5801 | -2.58015 |
210 | 15 | 13.8886 | 1.11145 |
211 | 12 | 14.2038 | -2.20379 |
212 | 12 | 15.7224 | -3.72243 |
213 | 15 | 14.1091 | 0.890921 |
214 | 15 | 12.0906 | 2.90942 |
215 | 16 | 14.4647 | 1.53526 |
216 | 14 | 13.0805 | 0.919486 |
217 | 17 | 14.5749 | 2.42513 |
218 | 14 | 13.9049 | 0.0950769 |
219 | 13 | 11.8321 | 1.16789 |
220 | 15 | 15.1299 | -0.12991 |
221 | 13 | 14.5727 | -1.57269 |
222 | 14 | 13.8921 | 0.107851 |
223 | 15 | 14.2 | 0.800012 |
224 | 12 | 13.0555 | -1.05545 |
225 | 13 | 12.2689 | 0.731083 |
226 | 8 | 11.6574 | -3.65737 |
227 | 14 | 13.6833 | 0.316721 |
228 | 14 | 12.8143 | 1.18571 |
229 | 11 | 12.1979 | -1.19789 |
230 | 12 | 12.8304 | -0.83039 |
231 | 13 | 11.1855 | 1.81451 |
232 | 10 | 13.2189 | -3.21891 |
233 | 16 | 11.3488 | 4.65121 |
234 | 18 | 15.7738 | 2.22625 |
235 | 13 | 13.7267 | -0.726661 |
236 | 11 | 13.2216 | -2.22156 |
237 | 4 | 10.9938 | -6.99382 |
238 | 13 | 14.1797 | -1.17968 |
239 | 16 | 14.1367 | 1.86326 |
240 | 10 | 11.5931 | -1.59306 |
241 | 12 | 12.1626 | -0.162645 |
242 | 12 | 13.396 | -1.39602 |
243 | 10 | 8.81037 | 1.18963 |
244 | 13 | 10.9797 | 2.02025 |
245 | 15 | 13.5802 | 1.41979 |
246 | 12 | 11.8071 | 0.192867 |
247 | 14 | 12.7458 | 1.25417 |
248 | 10 | 12.383 | -2.38303 |
249 | 12 | 10.7046 | 1.29544 |
250 | 12 | 11.5222 | 0.477753 |
251 | 11 | 11.7208 | -0.72083 |
252 | 10 | 11.5207 | -1.5207 |
253 | 12 | 11.2737 | 0.726256 |
254 | 16 | 12.7075 | 3.2925 |
255 | 12 | 13.2079 | -1.20786 |
256 | 14 | 13.7197 | 0.280292 |
257 | 16 | 14.1389 | 1.86112 |
258 | 14 | 11.5537 | 2.44632 |
259 | 13 | 14.0549 | -1.05494 |
260 | 4 | 9.33309 | -5.33309 |
261 | 15 | 13.5531 | 1.4469 |
262 | 11 | 14.7741 | -3.77412 |
263 | 11 | 11.1662 | -0.166228 |
264 | 14 | 12.6311 | 1.36892 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
11 | 0.402475 | 0.80495 | 0.597525 |
12 | 0.799813 | 0.400374 | 0.200187 |
13 | 0.760827 | 0.478347 | 0.239173 |
14 | 0.673553 | 0.652895 | 0.326447 |
15 | 0.618115 | 0.763771 | 0.381885 |
16 | 0.680833 | 0.638334 | 0.319167 |
17 | 0.608143 | 0.783715 | 0.391857 |
18 | 0.857694 | 0.284611 | 0.142306 |
19 | 0.83098 | 0.338039 | 0.16902 |
20 | 0.780467 | 0.439065 | 0.219533 |
21 | 0.716435 | 0.56713 | 0.283565 |
22 | 0.677925 | 0.64415 | 0.322075 |
23 | 0.640081 | 0.719839 | 0.359919 |
24 | 0.608003 | 0.783994 | 0.391997 |
25 | 0.544603 | 0.910795 | 0.455397 |
26 | 0.495119 | 0.990238 | 0.504881 |
27 | 0.435695 | 0.87139 | 0.564305 |
28 | 0.489429 | 0.978857 | 0.510571 |
29 | 0.429531 | 0.859062 | 0.570469 |
30 | 0.439111 | 0.878221 | 0.560889 |
31 | 0.390778 | 0.781555 | 0.609222 |
32 | 0.386536 | 0.773073 | 0.613464 |
33 | 0.367574 | 0.735147 | 0.632426 |
34 | 0.311946 | 0.623892 | 0.688054 |
35 | 0.30079 | 0.60158 | 0.69921 |
36 | 0.399447 | 0.798894 | 0.600553 |
37 | 0.480234 | 0.960467 | 0.519766 |
38 | 0.456414 | 0.912829 | 0.543586 |
39 | 0.504037 | 0.991926 | 0.495963 |
40 | 0.484663 | 0.969325 | 0.515337 |
41 | 0.448982 | 0.897963 | 0.551018 |
42 | 0.419331 | 0.838662 | 0.580669 |
43 | 0.435489 | 0.870978 | 0.564511 |
44 | 0.388357 | 0.776714 | 0.611643 |
45 | 0.349784 | 0.699569 | 0.650216 |
46 | 0.57449 | 0.851019 | 0.42551 |
47 | 0.592514 | 0.814972 | 0.407486 |
48 | 0.554065 | 0.89187 | 0.445935 |
49 | 0.541344 | 0.917312 | 0.458656 |
50 | 0.514186 | 0.971628 | 0.485814 |
51 | 0.469971 | 0.939942 | 0.530029 |
52 | 0.428428 | 0.856855 | 0.571572 |
53 | 0.435661 | 0.871323 | 0.564339 |
54 | 0.406009 | 0.812018 | 0.593991 |
55 | 0.404278 | 0.808555 | 0.595722 |
56 | 0.420735 | 0.841469 | 0.579265 |
57 | 0.380142 | 0.760283 | 0.619858 |
58 | 0.365629 | 0.731258 | 0.634371 |
59 | 0.326508 | 0.653016 | 0.673492 |
60 | 0.353372 | 0.706744 | 0.646628 |
61 | 0.32722 | 0.654441 | 0.67278 |
62 | 0.293132 | 0.586264 | 0.706868 |
63 | 0.259118 | 0.518235 | 0.740882 |
64 | 0.226514 | 0.453029 | 0.773486 |
65 | 0.202909 | 0.405819 | 0.797091 |
66 | 0.193132 | 0.386264 | 0.806868 |
67 | 0.195831 | 0.391662 | 0.804169 |
68 | 0.309303 | 0.618606 | 0.690697 |
69 | 0.422218 | 0.844437 | 0.577782 |
70 | 0.390198 | 0.780395 | 0.609802 |
71 | 0.462671 | 0.925342 | 0.537329 |
72 | 0.427799 | 0.855599 | 0.572201 |
73 | 0.421024 | 0.842049 | 0.578976 |
74 | 0.399632 | 0.799264 | 0.600368 |
75 | 0.363592 | 0.727184 | 0.636408 |
76 | 0.441562 | 0.883123 | 0.558438 |
77 | 0.403417 | 0.806833 | 0.596583 |
78 | 0.382623 | 0.765246 | 0.617377 |
79 | 0.392052 | 0.784104 | 0.607948 |
80 | 0.357774 | 0.715548 | 0.642226 |
81 | 0.326049 | 0.652098 | 0.673951 |
82 | 0.294041 | 0.588082 | 0.705959 |
83 | 0.26706 | 0.534119 | 0.73294 |
84 | 0.237094 | 0.474188 | 0.762906 |
85 | 0.23422 | 0.468439 | 0.76578 |
86 | 0.205457 | 0.410915 | 0.794543 |
87 | 0.18236 | 0.36472 | 0.81764 |
88 | 0.168667 | 0.337334 | 0.831333 |
89 | 0.146035 | 0.292071 | 0.853965 |
90 | 0.141401 | 0.282803 | 0.858599 |
91 | 0.121453 | 0.242907 | 0.878547 |
92 | 0.105538 | 0.211077 | 0.894462 |
93 | 0.0904732 | 0.180946 | 0.909527 |
94 | 0.0944517 | 0.188903 | 0.905548 |
95 | 0.0851453 | 0.170291 | 0.914855 |
96 | 0.0713438 | 0.142688 | 0.928656 |
97 | 0.076539 | 0.153078 | 0.923461 |
98 | 0.0639173 | 0.127835 | 0.936083 |
99 | 0.0532561 | 0.106512 | 0.946744 |
100 | 0.0471965 | 0.0943929 | 0.952804 |
101 | 0.0418238 | 0.0836475 | 0.958176 |
102 | 0.0495647 | 0.0991293 | 0.950435 |
103 | 0.0418159 | 0.0836319 | 0.958184 |
104 | 0.0371546 | 0.0743092 | 0.962845 |
105 | 0.04438 | 0.0887599 | 0.95562 |
106 | 0.0392467 | 0.0784934 | 0.960753 |
107 | 0.0321015 | 0.0642031 | 0.967898 |
108 | 0.030639 | 0.0612779 | 0.969361 |
109 | 0.0249767 | 0.0499533 | 0.975023 |
110 | 0.0206803 | 0.0413606 | 0.97932 |
111 | 0.0165367 | 0.0330734 | 0.983463 |
112 | 0.0174611 | 0.0349222 | 0.982539 |
113 | 0.0151868 | 0.0303736 | 0.984813 |
114 | 0.0203428 | 0.0406856 | 0.979657 |
115 | 0.0195546 | 0.0391092 | 0.980445 |
116 | 0.0191566 | 0.0383132 | 0.980843 |
117 | 0.0161895 | 0.0323791 | 0.98381 |
118 | 0.0161429 | 0.0322858 | 0.983857 |
119 | 0.0131116 | 0.0262232 | 0.986888 |
120 | 0.0118513 | 0.0237026 | 0.988149 |
121 | 0.00961139 | 0.0192228 | 0.990389 |
122 | 0.0142976 | 0.0285952 | 0.985702 |
123 | 0.0119182 | 0.0238365 | 0.988082 |
124 | 0.0100417 | 0.0200834 | 0.989958 |
125 | 0.00820386 | 0.0164077 | 0.991796 |
126 | 0.00652402 | 0.013048 | 0.993476 |
127 | 0.00592499 | 0.01185 | 0.994075 |
128 | 0.00498958 | 0.00997916 | 0.99501 |
129 | 0.00679677 | 0.0135935 | 0.993203 |
130 | 0.00737896 | 0.0147579 | 0.992621 |
131 | 0.015038 | 0.030076 | 0.984962 |
132 | 0.017902 | 0.035804 | 0.982098 |
133 | 0.0190014 | 0.0380029 | 0.980999 |
134 | 0.01794 | 0.0358799 | 0.98206 |
135 | 0.0143281 | 0.0286562 | 0.985672 |
136 | 0.0122309 | 0.0244619 | 0.987769 |
137 | 0.00990649 | 0.019813 | 0.990094 |
138 | 0.0125384 | 0.0250768 | 0.987462 |
139 | 0.0107618 | 0.0215236 | 0.989238 |
140 | 0.0129053 | 0.0258106 | 0.987095 |
141 | 0.020156 | 0.040312 | 0.979844 |
142 | 0.0185243 | 0.0370486 | 0.981476 |
143 | 0.0150205 | 0.0300411 | 0.984979 |
144 | 0.0157236 | 0.0314472 | 0.984276 |
145 | 0.0266975 | 0.0533949 | 0.973303 |
146 | 0.0328993 | 0.0657986 | 0.967101 |
147 | 0.0347107 | 0.0694213 | 0.965289 |
148 | 0.0308268 | 0.0616536 | 0.969173 |
149 | 0.0251694 | 0.0503389 | 0.974831 |
150 | 0.0347432 | 0.0694863 | 0.965257 |
151 | 0.029565 | 0.0591299 | 0.970435 |
152 | 0.0312119 | 0.0624238 | 0.968788 |
153 | 0.0614922 | 0.122984 | 0.938508 |
154 | 0.0592693 | 0.118539 | 0.940731 |
155 | 0.0668515 | 0.133703 | 0.933149 |
156 | 0.0568828 | 0.113766 | 0.943117 |
157 | 0.0507264 | 0.101453 | 0.949274 |
158 | 0.0443069 | 0.0886139 | 0.955693 |
159 | 0.0428964 | 0.0857927 | 0.957104 |
160 | 0.0368289 | 0.0736579 | 0.963171 |
161 | 0.0301494 | 0.0602988 | 0.969851 |
162 | 0.0246883 | 0.0493765 | 0.975312 |
163 | 0.0204557 | 0.0409114 | 0.979544 |
164 | 0.0174663 | 0.0349327 | 0.982534 |
165 | 0.01529 | 0.0305799 | 0.98471 |
166 | 0.0162159 | 0.0324317 | 0.983784 |
167 | 0.0129519 | 0.0259038 | 0.987048 |
168 | 0.0190098 | 0.0380196 | 0.98099 |
169 | 0.0193145 | 0.038629 | 0.980685 |
170 | 0.0178019 | 0.0356039 | 0.982198 |
171 | 0.0163272 | 0.0326544 | 0.983673 |
172 | 0.0131777 | 0.0263553 | 0.986822 |
173 | 0.0128128 | 0.0256256 | 0.987187 |
174 | 0.014686 | 0.0293719 | 0.985314 |
175 | 0.018893 | 0.037786 | 0.981107 |
176 | 0.0151454 | 0.0302908 | 0.984855 |
177 | 0.0119809 | 0.0239617 | 0.988019 |
178 | 0.0100782 | 0.0201563 | 0.989922 |
179 | 0.00783799 | 0.015676 | 0.992162 |
180 | 0.00689228 | 0.0137846 | 0.993108 |
181 | 0.00557929 | 0.0111586 | 0.994421 |
182 | 0.0043017 | 0.0086034 | 0.995698 |
183 | 0.00454272 | 0.00908545 | 0.995457 |
184 | 0.00346341 | 0.00692682 | 0.996537 |
185 | 0.0945486 | 0.189097 | 0.905451 |
186 | 0.0837673 | 0.167535 | 0.916233 |
187 | 0.093732 | 0.187464 | 0.906268 |
188 | 0.0791422 | 0.158284 | 0.920858 |
189 | 0.0705419 | 0.141084 | 0.929458 |
190 | 0.0596706 | 0.119341 | 0.940329 |
191 | 0.0516888 | 0.103378 | 0.948311 |
192 | 0.043011 | 0.086022 | 0.956989 |
193 | 0.0433121 | 0.0866242 | 0.956688 |
194 | 0.0410697 | 0.0821393 | 0.95893 |
195 | 0.0357028 | 0.0714055 | 0.964297 |
196 | 0.028455 | 0.05691 | 0.971545 |
197 | 0.0373222 | 0.0746445 | 0.962678 |
198 | 0.0305195 | 0.061039 | 0.969481 |
199 | 0.0274058 | 0.0548116 | 0.972594 |
200 | 0.0232765 | 0.0465531 | 0.976723 |
201 | 0.0213114 | 0.0426227 | 0.978689 |
202 | 0.0178166 | 0.0356331 | 0.982183 |
203 | 0.0198469 | 0.0396938 | 0.980153 |
204 | 0.0263675 | 0.052735 | 0.973632 |
205 | 0.0278237 | 0.0556474 | 0.972176 |
206 | 0.0217503 | 0.0435007 | 0.97825 |
207 | 0.0193869 | 0.0387739 | 0.980613 |
208 | 0.0154904 | 0.0309807 | 0.98451 |
209 | 0.0180779 | 0.0361558 | 0.981922 |
210 | 0.0149637 | 0.0299274 | 0.985036 |
211 | 0.0183958 | 0.0367917 | 0.981604 |
212 | 0.0324718 | 0.0649435 | 0.967528 |
213 | 0.0253711 | 0.0507422 | 0.974629 |
214 | 0.0314791 | 0.0629582 | 0.968521 |
215 | 0.0267613 | 0.0535225 | 0.973239 |
216 | 0.0207294 | 0.0414587 | 0.979271 |
217 | 0.0231371 | 0.0462741 | 0.976863 |
218 | 0.0196068 | 0.0392135 | 0.980393 |
219 | 0.0182944 | 0.0365888 | 0.981706 |
220 | 0.0137419 | 0.0274838 | 0.986258 |
221 | 0.0114025 | 0.022805 | 0.988597 |
222 | 0.00831155 | 0.0166231 | 0.991688 |
223 | 0.00641631 | 0.0128326 | 0.993584 |
224 | 0.00491691 | 0.00983382 | 0.995083 |
225 | 0.0034396 | 0.0068792 | 0.99656 |
226 | 0.00710199 | 0.014204 | 0.992898 |
227 | 0.00565157 | 0.0113031 | 0.994348 |
228 | 0.00412262 | 0.00824524 | 0.995877 |
229 | 0.00293162 | 0.00586324 | 0.997068 |
230 | 0.00207599 | 0.00415198 | 0.997924 |
231 | 0.00226851 | 0.00453702 | 0.997731 |
232 | 0.00779852 | 0.015597 | 0.992201 |
233 | 0.0293698 | 0.0587397 | 0.97063 |
234 | 0.0449507 | 0.0899015 | 0.955049 |
235 | 0.0330914 | 0.0661828 | 0.966909 |
236 | 0.0271012 | 0.0542023 | 0.972899 |
237 | 0.238959 | 0.477918 | 0.761041 |
238 | 0.192949 | 0.385899 | 0.807051 |
239 | 0.16329 | 0.32658 | 0.83671 |
240 | 0.130448 | 0.260895 | 0.869552 |
241 | 0.116817 | 0.233635 | 0.883183 |
242 | 0.177908 | 0.355816 | 0.822092 |
243 | 0.150454 | 0.300908 | 0.849546 |
244 | 0.151453 | 0.302906 | 0.848547 |
245 | 0.132852 | 0.265704 | 0.867148 |
246 | 0.116476 | 0.232952 | 0.883524 |
247 | 0.0792563 | 0.158513 | 0.920744 |
248 | 0.0704291 | 0.140858 | 0.929571 |
249 | 0.0534978 | 0.106996 | 0.946502 |
250 | 0.13078 | 0.26156 | 0.86922 |
251 | 0.107473 | 0.214946 | 0.892527 |
252 | 0.543978 | 0.912043 | 0.456022 |
253 | 0.382289 | 0.764577 | 0.617711 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 10 | 0.0411523 | NOK |
5% type I error level | 86 | 0.353909 | NOK |
10% type I error level | 125 | 0.514403 | NOK |