Multiple Linear Regression - Estimated Regression Equation |
Connected[t] = + 16.5164 + 0.148225Learning[t] + 0.436729Separate[t] -0.0389838Software[t] + 0.0398685Happiness[t] -0.0489113Depression[t] + 0.0175415Sport1[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) | 16.5164 | 3.27184 | 5.048 | 8.45958e-07 | 4.22979e-07 |
Learning | 0.148225 | 0.111698 | 1.327 | 0.185681 | 0.0928405 |
Separate | 0.436729 | 0.0580365 | 7.525 | 8.87662e-13 | 4.43831e-13 |
Software | -0.0389838 | 0.115219 | -0.3383 | 0.735378 | 0.367689 |
Happiness | 0.0398685 | 0.104487 | 0.3816 | 0.7031 | 0.35155 |
Depression | -0.0489113 | 0.0759539 | -0.644 | 0.520176 | 0.260088 |
Sport1 | 0.0175415 | 0.0214706 | 0.817 | 0.414684 | 0.207342 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.474745 |
R-squared | 0.225383 |
Adjusted R-squared | 0.207299 |
F-TEST (value) | 12.4628 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 257 |
p-value | 2.53164e-12 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 3.38015 |
Sum Squared Residuals | 2936.33 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 41 | 35.4721 | 5.52785 |
2 | 39 | 34.0701 | 4.92994 |
3 | 30 | 34.945 | -4.94497 |
4 | 31 | 33.9847 | -2.9847 |
5 | 34 | 35.1876 | -1.18765 |
6 | 35 | 32.2176 | 2.78244 |
7 | 39 | 32.8153 | 6.18472 |
8 | 34 | 35.3397 | -1.3397 |
9 | 36 | 34.8162 | 1.18375 |
10 | 37 | 36.28 | 0.720041 |
11 | 38 | 33.6112 | 4.38881 |
12 | 36 | 34.5824 | 1.41757 |
13 | 38 | 34.546 | 3.45399 |
14 | 39 | 35.9553 | 3.04474 |
15 | 33 | 36.3651 | -3.36507 |
16 | 32 | 33.5748 | -1.57484 |
17 | 36 | 33.5143 | 2.48572 |
18 | 38 | 37.2922 | 0.707809 |
19 | 39 | 36.543 | 2.45697 |
20 | 32 | 33.3974 | -1.39744 |
21 | 32 | 34.282 | -2.28195 |
22 | 31 | 32.9054 | -1.90541 |
23 | 39 | 36.3401 | 2.65995 |
24 | 37 | 36.2676 | 0.7324 |
25 | 39 | 34.1921 | 4.80794 |
26 | 41 | 33.8267 | 7.1733 |
27 | 36 | 35.2167 | 0.783296 |
28 | 33 | 35.3878 | -2.38783 |
29 | 33 | 34.1138 | -1.11376 |
30 | 34 | 33.5918 | 0.408243 |
31 | 31 | 33.4116 | -2.41158 |
32 | 27 | 32.6904 | -5.69042 |
33 | 37 | 33.1744 | 3.82559 |
34 | 34 | 36.1127 | -2.11266 |
35 | 34 | 32.446 | 1.554 |
36 | 32 | 33.6299 | -1.62987 |
37 | 29 | 31.6721 | -2.6721 |
38 | 36 | 33.7923 | 2.20766 |
39 | 29 | 33.5586 | -4.55857 |
40 | 35 | 34.1498 | 0.850239 |
41 | 37 | 33.9294 | 3.07061 |
42 | 34 | 33.8046 | 0.195447 |
43 | 38 | 34.0653 | 3.93468 |
44 | 35 | 33.3196 | 1.68041 |
45 | 38 | 31.7005 | 6.29951 |
46 | 37 | 33.9601 | 3.03989 |
47 | 38 | 36.4152 | 1.58478 |
48 | 33 | 34.5354 | -1.53536 |
49 | 36 | 36.297 | -0.297048 |
50 | 38 | 33.395 | 4.60505 |
51 | 32 | 36.3497 | -4.3497 |
52 | 32 | 32.3523 | -0.352264 |
53 | 32 | 32.9026 | -0.902617 |
54 | 34 | 35.8582 | -1.85815 |
55 | 32 | 32.6763 | -0.676347 |
56 | 37 | 34.8651 | 2.13487 |
57 | 39 | 34.5691 | 4.4309 |
58 | 29 | 34.6021 | -5.60209 |
59 | 37 | 35.303 | 1.69696 |
60 | 35 | 34.3196 | 0.680393 |
61 | 30 | 30.521 | -0.521048 |
62 | 38 | 34.551 | 3.44897 |
63 | 34 | 34.8827 | -0.882681 |
64 | 31 | 34.2338 | -3.2338 |
65 | 34 | 32.8682 | 1.13178 |
66 | 35 | 35.9524 | -0.952391 |
67 | 36 | 34.689 | 1.31101 |
68 | 30 | 31.7193 | -1.71933 |
69 | 39 | 36.3638 | 2.63625 |
70 | 35 | 35.7028 | -0.702802 |
71 | 38 | 34.5066 | 3.49338 |
72 | 31 | 35.6099 | -4.6099 |
73 | 34 | 37.0542 | -3.05415 |
74 | 38 | 37.8638 | 0.136154 |
75 | 34 | 31.6656 | 2.33437 |
76 | 39 | 32.7397 | 6.26033 |
77 | 37 | 35.81 | 1.18999 |
78 | 34 | 32.8949 | 1.10506 |
79 | 28 | 32.827 | -4.82699 |
80 | 37 | 31.2372 | 5.76279 |
81 | 33 | 35.5882 | -2.58822 |
82 | 35 | 35.9824 | -0.982441 |
83 | 37 | 34.0155 | 2.98448 |
84 | 32 | 34.4338 | -2.43382 |
85 | 33 | 33.3098 | -0.30977 |
86 | 38 | 36.5509 | 1.44908 |
87 | 33 | 34.4506 | -1.45057 |
88 | 29 | 33.1274 | -4.12739 |
89 | 33 | 33.115 | -0.114964 |
90 | 31 | 34.9889 | -3.98894 |
91 | 36 | 33.1587 | 2.84134 |
92 | 35 | 37.639 | -2.63896 |
93 | 32 | 31.7633 | 0.236726 |
94 | 29 | 32.3876 | -3.38761 |
95 | 39 | 35.7236 | 3.2764 |
96 | 37 | 34.5729 | 2.42707 |
97 | 35 | 33.4641 | 1.53588 |
98 | 37 | 34.8296 | 2.17042 |
99 | 32 | 35.366 | -3.36603 |
100 | 38 | 35.5863 | 2.41372 |
101 | 37 | 34.7211 | 2.27893 |
102 | 36 | 36.5971 | -0.597106 |
103 | 32 | 31.5976 | 0.402366 |
104 | 33 | 36.6928 | -3.69284 |
105 | 40 | 32.5732 | 7.42683 |
106 | 38 | 35.287 | 2.71304 |
107 | 41 | 36.5135 | 4.48648 |
108 | 36 | 34.357 | 1.64305 |
109 | 43 | 36.3966 | 6.60344 |
110 | 30 | 34.6733 | -4.67328 |
111 | 31 | 33.7572 | -2.75724 |
112 | 32 | 38.0372 | -6.03721 |
113 | 32 | 32.9176 | -0.917629 |
114 | 37 | 34.2179 | 2.7821 |
115 | 37 | 34.3103 | 2.68966 |
116 | 33 | 36.3746 | -3.37456 |
117 | 34 | 36.8464 | -2.84643 |
118 | 33 | 34.6283 | -1.62834 |
119 | 38 | 35.5457 | 2.45434 |
120 | 33 | 34.8655 | -1.86547 |
121 | 31 | 31.3794 | -0.379449 |
122 | 38 | 36.6291 | 1.37085 |
123 | 37 | 36.4778 | 0.522179 |
124 | 36 | 33.1121 | 2.88788 |
125 | 31 | 34.0813 | -3.08135 |
126 | 39 | 34.1905 | 4.80953 |
127 | 44 | 37.1266 | 6.87344 |
128 | 33 | 35.7515 | -2.75151 |
129 | 35 | 33.5035 | 1.4965 |
130 | 32 | 34.1359 | -2.13593 |
131 | 28 | 32.0835 | -4.08349 |
132 | 40 | 36.1947 | 3.80529 |
133 | 27 | 31.9727 | -4.9727 |
134 | 37 | 36.0286 | 0.971389 |
135 | 32 | 32.3813 | -0.381276 |
136 | 28 | 27.9613 | 0.0386561 |
137 | 34 | 34.575 | -0.574985 |
138 | 30 | 33.6458 | -3.64577 |
139 | 35 | 34.0147 | 0.985324 |
140 | 31 | 34.2233 | -3.22326 |
141 | 32 | 34.4811 | -2.48107 |
142 | 30 | 35.9745 | -5.97452 |
143 | 30 | 35.2168 | -5.21678 |
144 | 31 | 29.8657 | 1.13427 |
145 | 40 | 32.8864 | 7.11356 |
146 | 32 | 31.8535 | 0.146541 |
147 | 36 | 34.553 | 1.44704 |
148 | 32 | 33.2148 | -1.2148 |
149 | 35 | 32.7778 | 2.22217 |
150 | 38 | 36.3002 | 1.69982 |
151 | 42 | 35.4645 | 6.53546 |
152 | 34 | 36.576 | -2.57599 |
153 | 35 | 36.841 | -1.841 |
154 | 38 | 33.7683 | 4.23167 |
155 | 33 | 32.2315 | 0.768497 |
156 | 36 | 33.1587 | 2.84134 |
157 | 32 | 35.4522 | -3.45216 |
158 | 33 | 35.7515 | -2.75151 |
159 | 34 | 33.9861 | 0.0139183 |
160 | 32 | 35.6504 | -3.65044 |
161 | 34 | 34.7998 | -0.799773 |
162 | 27 | 29.791 | -2.79099 |
163 | 31 | 30.6324 | 0.367554 |
164 | 38 | 34.0006 | 3.99942 |
165 | 34 | 36.1636 | -2.16364 |
166 | 24 | 31.0495 | -7.04949 |
167 | 30 | 33.9142 | -3.91425 |
168 | 26 | 29.689 | -3.68903 |
169 | 34 | 35.5859 | -1.58586 |
170 | 27 | 35.3381 | -8.33811 |
171 | 37 | 32.0639 | 4.93611 |
172 | 36 | 35.8931 | 0.106882 |
173 | 41 | 34.3309 | 6.6691 |
174 | 29 | 29.2175 | -0.21751 |
175 | 36 | 31.3207 | 4.67926 |
176 | 32 | 35.0428 | -3.0428 |
177 | 37 | 33.1643 | 3.83565 |
178 | 30 | 31.8545 | -1.8545 |
179 | 31 | 33.0644 | -2.06438 |
180 | 38 | 35.1551 | 2.84491 |
181 | 36 | 35.1098 | 0.890184 |
182 | 35 | 32.2682 | 2.73179 |
183 | 31 | 35.7581 | -4.75807 |
184 | 38 | 33.7197 | 4.28034 |
185 | 22 | 31.1239 | -9.12387 |
186 | 32 | 35.0646 | -3.06457 |
187 | 36 | 34.6277 | 1.37234 |
188 | 39 | 33.098 | 5.90199 |
189 | 28 | 30.8832 | -2.88317 |
190 | 32 | 34.1556 | -2.15565 |
191 | 32 | 34.3153 | -2.31527 |
192 | 38 | 37.274 | 0.725985 |
193 | 32 | 33.6649 | -1.66493 |
194 | 35 | 35.3617 | -0.361699 |
195 | 32 | 33.2051 | -1.20507 |
196 | 37 | 35.9871 | 1.01294 |
197 | 34 | 33.0904 | 0.909631 |
198 | 33 | 35.9298 | -2.92977 |
199 | 33 | 33.13 | -0.12996 |
200 | 26 | 33.6287 | -7.62866 |
201 | 30 | 32.2598 | -2.25975 |
202 | 24 | 32.525 | -8.52504 |
203 | 34 | 32.79 | 1.21003 |
204 | 34 | 32.5834 | 1.4166 |
205 | 33 | 34.5997 | -1.59968 |
206 | 34 | 35.2935 | -1.29345 |
207 | 35 | 36.0804 | -1.0804 |
208 | 35 | 34.9588 | 0.0411746 |
209 | 36 | 33.2305 | 2.76947 |
210 | 34 | 34.2864 | -0.286441 |
211 | 34 | 32.8893 | 1.11067 |
212 | 41 | 38.6167 | 2.38327 |
213 | 32 | 36.4276 | -4.42765 |
214 | 30 | 33.5519 | -3.55185 |
215 | 35 | 34.4881 | 0.511947 |
216 | 28 | 30.2223 | -2.22232 |
217 | 33 | 35.5237 | -2.52369 |
218 | 39 | 34.4777 | 4.52233 |
219 | 36 | 33.7299 | 2.2701 |
220 | 36 | 36.6561 | -0.656074 |
221 | 35 | 33.5723 | 1.42765 |
222 | 38 | 34.9923 | 3.00767 |
223 | 33 | 33.0775 | -0.0774793 |
224 | 31 | 33.3404 | -2.34039 |
225 | 34 | 33.813 | 0.187027 |
226 | 32 | 34.7076 | -2.70756 |
227 | 31 | 33.3438 | -2.34376 |
228 | 33 | 34.0861 | -1.08608 |
229 | 34 | 32.5598 | 1.44019 |
230 | 34 | 34.2604 | -0.260373 |
231 | 34 | 32.528 | 1.47204 |
232 | 33 | 34.956 | -1.95603 |
233 | 32 | 34.6781 | -2.67812 |
234 | 41 | 34.0005 | 6.99948 |
235 | 34 | 33.4895 | 0.510502 |
236 | 36 | 32.2773 | 3.72266 |
237 | 37 | 30.9574 | 6.04265 |
238 | 36 | 30.5267 | 5.47328 |
239 | 29 | 33.0824 | -4.08244 |
240 | 37 | 31.9422 | 5.05776 |
241 | 27 | 33.4915 | -6.49152 |
242 | 35 | 33.4711 | 1.52887 |
243 | 28 | 30.8234 | -2.82336 |
244 | 35 | 33.4751 | 1.52494 |
245 | 37 | 33.2402 | 3.75979 |
246 | 29 | 33.9394 | -4.93944 |
247 | 32 | 34.5037 | -2.50366 |
248 | 36 | 31.8282 | 4.17185 |
249 | 19 | 27.5573 | -8.55732 |
250 | 21 | 27.3044 | -6.30437 |
251 | 31 | 33.8639 | -2.86395 |
252 | 33 | 32.7561 | 0.243873 |
253 | 36 | 34.1357 | 1.8643 |
254 | 33 | 33.6579 | -0.657907 |
255 | 37 | 33.1571 | 3.84293 |
256 | 34 | 33.4948 | 0.505181 |
257 | 35 | 35.2265 | -0.226461 |
258 | 31 | 32.821 | -1.821 |
259 | 37 | 33.9029 | 3.09707 |
260 | 35 | 31.5576 | 3.44244 |
261 | 27 | 32.5067 | -5.5067 |
262 | 34 | 35.4787 | -1.47869 |
263 | 40 | 33.8868 | 6.11316 |
264 | 29 | 33.4502 | -4.45024 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
10 | 0.136936 | 0.273871 | 0.863064 |
11 | 0.0546401 | 0.10928 | 0.94536 |
12 | 0.75513 | 0.48974 | 0.24487 |
13 | 0.806079 | 0.387842 | 0.193921 |
14 | 0.72677 | 0.54646 | 0.27323 |
15 | 0.654889 | 0.690222 | 0.345111 |
16 | 0.705885 | 0.58823 | 0.294115 |
17 | 0.628863 | 0.742273 | 0.371137 |
18 | 0.573084 | 0.853832 | 0.426916 |
19 | 0.518278 | 0.963443 | 0.481722 |
20 | 0.545071 | 0.909859 | 0.454929 |
21 | 0.578173 | 0.843653 | 0.421827 |
22 | 0.51746 | 0.96508 | 0.48254 |
23 | 0.468789 | 0.937578 | 0.531211 |
24 | 0.397606 | 0.795212 | 0.602394 |
25 | 0.446318 | 0.892636 | 0.553682 |
26 | 0.689185 | 0.62163 | 0.310815 |
27 | 0.630855 | 0.738291 | 0.369145 |
28 | 0.597003 | 0.805994 | 0.402997 |
29 | 0.558466 | 0.883069 | 0.441534 |
30 | 0.50046 | 0.99908 | 0.49954 |
31 | 0.499954 | 0.999908 | 0.500046 |
32 | 0.635425 | 0.729151 | 0.364575 |
33 | 0.624598 | 0.750805 | 0.375402 |
34 | 0.595757 | 0.808486 | 0.404243 |
35 | 0.545586 | 0.908827 | 0.454414 |
36 | 0.495166 | 0.990332 | 0.504834 |
37 | 0.447796 | 0.895593 | 0.552204 |
38 | 0.414926 | 0.829852 | 0.585074 |
39 | 0.526048 | 0.947903 | 0.473952 |
40 | 0.473243 | 0.946486 | 0.526757 |
41 | 0.441373 | 0.882746 | 0.558627 |
42 | 0.390259 | 0.780519 | 0.609741 |
43 | 0.355952 | 0.711903 | 0.644048 |
44 | 0.31652 | 0.633041 | 0.68348 |
45 | 0.38253 | 0.765061 | 0.61747 |
46 | 0.39747 | 0.794939 | 0.60253 |
47 | 0.36002 | 0.72004 | 0.63998 |
48 | 0.332155 | 0.664311 | 0.667845 |
49 | 0.28888 | 0.577761 | 0.71112 |
50 | 0.302464 | 0.604928 | 0.697536 |
51 | 0.343589 | 0.687177 | 0.656411 |
52 | 0.308698 | 0.617395 | 0.691302 |
53 | 0.270503 | 0.541006 | 0.729497 |
54 | 0.244921 | 0.489841 | 0.755079 |
55 | 0.210319 | 0.420638 | 0.789681 |
56 | 0.196201 | 0.392403 | 0.803799 |
57 | 0.210369 | 0.420738 | 0.789631 |
58 | 0.314551 | 0.629102 | 0.685449 |
59 | 0.283914 | 0.567829 | 0.716086 |
60 | 0.247892 | 0.495783 | 0.752108 |
61 | 0.219665 | 0.43933 | 0.780335 |
62 | 0.211747 | 0.423494 | 0.788253 |
63 | 0.186177 | 0.372353 | 0.813823 |
64 | 0.184331 | 0.368663 | 0.815669 |
65 | 0.158232 | 0.316464 | 0.841768 |
66 | 0.137392 | 0.274785 | 0.862608 |
67 | 0.116649 | 0.233297 | 0.883351 |
68 | 0.12517 | 0.25034 | 0.87483 |
69 | 0.125925 | 0.25185 | 0.874075 |
70 | 0.106783 | 0.213566 | 0.893217 |
71 | 0.112297 | 0.224595 | 0.887703 |
72 | 0.130692 | 0.261384 | 0.869308 |
73 | 0.127532 | 0.255063 | 0.872468 |
74 | 0.107298 | 0.214596 | 0.892702 |
75 | 0.0929444 | 0.185889 | 0.907056 |
76 | 0.126205 | 0.252409 | 0.873795 |
77 | 0.10868 | 0.217359 | 0.89132 |
78 | 0.0918593 | 0.183719 | 0.908141 |
79 | 0.119529 | 0.239058 | 0.880471 |
80 | 0.143124 | 0.286249 | 0.856876 |
81 | 0.136367 | 0.272733 | 0.863633 |
82 | 0.117907 | 0.235814 | 0.882093 |
83 | 0.111633 | 0.223265 | 0.888367 |
84 | 0.106103 | 0.212206 | 0.893897 |
85 | 0.0921266 | 0.184253 | 0.907873 |
86 | 0.0814412 | 0.162882 | 0.918559 |
87 | 0.07183 | 0.14366 | 0.92817 |
88 | 0.0857628 | 0.171526 | 0.914237 |
89 | 0.0714918 | 0.142984 | 0.928508 |
90 | 0.075821 | 0.151642 | 0.924179 |
91 | 0.0707471 | 0.141494 | 0.929253 |
92 | 0.063359 | 0.126718 | 0.936641 |
93 | 0.0530377 | 0.106075 | 0.946962 |
94 | 0.0550787 | 0.110157 | 0.944921 |
95 | 0.0541636 | 0.108327 | 0.945836 |
96 | 0.0499221 | 0.0998443 | 0.950078 |
97 | 0.0423659 | 0.0847318 | 0.957634 |
98 | 0.0373578 | 0.0747156 | 0.962642 |
99 | 0.0374513 | 0.0749027 | 0.962549 |
100 | 0.0344168 | 0.0688336 | 0.965583 |
101 | 0.0307265 | 0.061453 | 0.969273 |
102 | 0.0254216 | 0.0508433 | 0.974578 |
103 | 0.021067 | 0.0421339 | 0.978933 |
104 | 0.0214205 | 0.0428409 | 0.97858 |
105 | 0.0510888 | 0.102178 | 0.948911 |
106 | 0.0478544 | 0.0957089 | 0.952146 |
107 | 0.0589093 | 0.117819 | 0.941091 |
108 | 0.051224 | 0.102448 | 0.948776 |
109 | 0.0859439 | 0.171888 | 0.914056 |
110 | 0.102119 | 0.204238 | 0.897881 |
111 | 0.0980043 | 0.196009 | 0.901996 |
112 | 0.130865 | 0.26173 | 0.869135 |
113 | 0.117709 | 0.235418 | 0.882291 |
114 | 0.11348 | 0.22696 | 0.88652 |
115 | 0.108283 | 0.216565 | 0.891717 |
116 | 0.105623 | 0.211247 | 0.894377 |
117 | 0.100217 | 0.200434 | 0.899783 |
118 | 0.0875068 | 0.175014 | 0.912493 |
119 | 0.082034 | 0.164068 | 0.917966 |
120 | 0.072684 | 0.145368 | 0.927316 |
121 | 0.0635036 | 0.127007 | 0.936496 |
122 | 0.0574162 | 0.114832 | 0.942584 |
123 | 0.0486696 | 0.0973393 | 0.95133 |
124 | 0.0467591 | 0.0935183 | 0.953241 |
125 | 0.0444346 | 0.0888692 | 0.955565 |
126 | 0.0549757 | 0.109951 | 0.945024 |
127 | 0.100213 | 0.200425 | 0.899787 |
128 | 0.0963718 | 0.192744 | 0.903628 |
129 | 0.0849606 | 0.169921 | 0.915039 |
130 | 0.0783499 | 0.1567 | 0.92165 |
131 | 0.0860602 | 0.17212 | 0.91394 |
132 | 0.0919339 | 0.183868 | 0.908066 |
133 | 0.112136 | 0.224273 | 0.887864 |
134 | 0.0983608 | 0.196722 | 0.901639 |
135 | 0.0845955 | 0.169191 | 0.915405 |
136 | 0.0735192 | 0.147038 | 0.926481 |
137 | 0.0623291 | 0.124658 | 0.937671 |
138 | 0.0647119 | 0.129424 | 0.935288 |
139 | 0.0550035 | 0.110007 | 0.944996 |
140 | 0.0540452 | 0.10809 | 0.945955 |
141 | 0.0520295 | 0.104059 | 0.947971 |
142 | 0.0750643 | 0.150129 | 0.924936 |
143 | 0.0904013 | 0.180803 | 0.909599 |
144 | 0.0835396 | 0.167079 | 0.91646 |
145 | 0.146663 | 0.293327 | 0.853337 |
146 | 0.134669 | 0.269339 | 0.865331 |
147 | 0.119878 | 0.239757 | 0.880122 |
148 | 0.105201 | 0.210403 | 0.894799 |
149 | 0.0963523 | 0.192705 | 0.903648 |
150 | 0.0848774 | 0.169755 | 0.915123 |
151 | 0.134753 | 0.269506 | 0.865247 |
152 | 0.125816 | 0.251632 | 0.874184 |
153 | 0.113586 | 0.227173 | 0.886414 |
154 | 0.12409 | 0.24818 | 0.87591 |
155 | 0.107108 | 0.214217 | 0.892892 |
156 | 0.106932 | 0.213863 | 0.893068 |
157 | 0.109566 | 0.219132 | 0.890434 |
158 | 0.102427 | 0.204854 | 0.897573 |
159 | 0.089262 | 0.178524 | 0.910738 |
160 | 0.0950214 | 0.190043 | 0.904979 |
161 | 0.0816189 | 0.163238 | 0.918381 |
162 | 0.0772126 | 0.154425 | 0.922787 |
163 | 0.0668406 | 0.133681 | 0.933159 |
164 | 0.0816827 | 0.163365 | 0.918317 |
165 | 0.0740202 | 0.14804 | 0.92598 |
166 | 0.135233 | 0.270466 | 0.864767 |
167 | 0.136154 | 0.272309 | 0.863846 |
168 | 0.132495 | 0.264991 | 0.867505 |
169 | 0.119159 | 0.238318 | 0.880841 |
170 | 0.235546 | 0.471092 | 0.764454 |
171 | 0.26926 | 0.53852 | 0.73074 |
172 | 0.240032 | 0.480064 | 0.759968 |
173 | 0.327822 | 0.655644 | 0.672178 |
174 | 0.294648 | 0.589295 | 0.705352 |
175 | 0.348161 | 0.696322 | 0.651839 |
176 | 0.334205 | 0.66841 | 0.665795 |
177 | 0.341399 | 0.682799 | 0.658601 |
178 | 0.31454 | 0.62908 | 0.68546 |
179 | 0.288804 | 0.577608 | 0.711196 |
180 | 0.274123 | 0.548246 | 0.725877 |
181 | 0.247204 | 0.494409 | 0.752796 |
182 | 0.244865 | 0.489731 | 0.755135 |
183 | 0.254793 | 0.509585 | 0.745207 |
184 | 0.303951 | 0.607902 | 0.696049 |
185 | 0.571839 | 0.856321 | 0.428161 |
186 | 0.567855 | 0.86429 | 0.432145 |
187 | 0.552853 | 0.894295 | 0.447147 |
188 | 0.664942 | 0.670116 | 0.335058 |
189 | 0.64823 | 0.703541 | 0.35177 |
190 | 0.639551 | 0.720898 | 0.360449 |
191 | 0.626993 | 0.746014 | 0.373007 |
192 | 0.591452 | 0.817096 | 0.408548 |
193 | 0.557595 | 0.884811 | 0.442405 |
194 | 0.516695 | 0.966609 | 0.483305 |
195 | 0.478833 | 0.957667 | 0.521167 |
196 | 0.442279 | 0.884558 | 0.557721 |
197 | 0.426885 | 0.853769 | 0.573115 |
198 | 0.40682 | 0.81364 | 0.59318 |
199 | 0.366956 | 0.733911 | 0.633044 |
200 | 0.486824 | 0.973648 | 0.513176 |
201 | 0.452592 | 0.905184 | 0.547408 |
202 | 0.64024 | 0.71952 | 0.35976 |
203 | 0.602805 | 0.79439 | 0.397195 |
204 | 0.563075 | 0.87385 | 0.436925 |
205 | 0.523342 | 0.953317 | 0.476658 |
206 | 0.484336 | 0.968671 | 0.515664 |
207 | 0.441289 | 0.882578 | 0.558711 |
208 | 0.397564 | 0.795128 | 0.602436 |
209 | 0.371104 | 0.742208 | 0.628896 |
210 | 0.331563 | 0.663125 | 0.668437 |
211 | 0.293716 | 0.587431 | 0.706284 |
212 | 0.264399 | 0.528798 | 0.735601 |
213 | 0.316465 | 0.632929 | 0.683535 |
214 | 0.294581 | 0.589163 | 0.705419 |
215 | 0.255593 | 0.511187 | 0.744407 |
216 | 0.223453 | 0.446906 | 0.776547 |
217 | 0.199951 | 0.399902 | 0.800049 |
218 | 0.227245 | 0.45449 | 0.772755 |
219 | 0.200906 | 0.401813 | 0.799094 |
220 | 0.177431 | 0.354862 | 0.822569 |
221 | 0.149627 | 0.299254 | 0.850373 |
222 | 0.142031 | 0.284063 | 0.857969 |
223 | 0.115549 | 0.231097 | 0.884451 |
224 | 0.0985654 | 0.197131 | 0.901435 |
225 | 0.0782641 | 0.156528 | 0.921736 |
226 | 0.086076 | 0.172152 | 0.913924 |
227 | 0.0744587 | 0.148917 | 0.925541 |
228 | 0.0578412 | 0.115682 | 0.942159 |
229 | 0.0444389 | 0.0888779 | 0.955561 |
230 | 0.0335506 | 0.0671012 | 0.966449 |
231 | 0.0310206 | 0.0620412 | 0.968979 |
232 | 0.0437673 | 0.0875346 | 0.956233 |
233 | 0.0341441 | 0.0682883 | 0.965856 |
234 | 0.117762 | 0.235524 | 0.882238 |
235 | 0.0928548 | 0.18571 | 0.907145 |
236 | 0.0858575 | 0.171715 | 0.914142 |
237 | 0.0810443 | 0.162089 | 0.918956 |
238 | 0.187996 | 0.375991 | 0.812004 |
239 | 0.152691 | 0.305382 | 0.847309 |
240 | 0.241837 | 0.483674 | 0.758163 |
241 | 0.327539 | 0.655078 | 0.672461 |
242 | 0.268394 | 0.536788 | 0.731606 |
243 | 0.222123 | 0.444245 | 0.777877 |
244 | 0.181202 | 0.362405 | 0.818798 |
245 | 0.38718 | 0.774361 | 0.61282 |
246 | 0.636785 | 0.72643 | 0.363215 |
247 | 0.604104 | 0.791792 | 0.395896 |
248 | 0.560683 | 0.878633 | 0.439317 |
249 | 0.597896 | 0.804208 | 0.402104 |
250 | 0.525462 | 0.949075 | 0.474538 |
251 | 0.571188 | 0.857624 | 0.428812 |
252 | 0.757101 | 0.485798 | 0.242899 |
253 | 0.673122 | 0.653756 | 0.326878 |
254 | 0.871743 | 0.256514 | 0.128257 |
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 | 2 | 0.00816327 | OK |
10% type I error level | 18 | 0.0734694 | OK |