Multiple Linear Regression - Estimated Regression Equation |
Software[t] = + 1.32525 -0.0106467Connected[t] + 0.0375201Separate[t] + 0.574624Learning[t] -0.00589175Happiness[t] -0.0103371Depression[t] + 0.0133695Sport1[t] -0.0142351Sport2[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) | 1.32525 | 1.87746 | 0.7059 | 0.480909 | 0.240455 |
Connected | -0.0106467 | 0.0339491 | -0.3136 | 0.754075 | 0.377037 |
Separate | 0.0375201 | 0.0346879 | 1.082 | 0.280427 | 0.140213 |
Learning | 0.574624 | 0.0490471 | 11.72 | 1.14473e-25 | 5.72366e-26 |
Happiness | -0.00589175 | 0.0566938 | -0.1039 | 0.917312 | 0.458656 |
Depression | -0.0103371 | 0.041457 | -0.2493 | 0.803293 | 0.401647 |
Sport1 | 0.0133695 | 0.0368106 | 0.3632 | 0.716757 | 0.358378 |
Sport2 | -0.0142351 | 0.0549054 | -0.2593 | 0.795638 | 0.397819 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.626468 |
R-squared | 0.392462 |
Adjusted R-squared | 0.37585 |
F-TEST (value) | 23.6247 |
F-TEST (DF numerator) | 7 |
F-TEST (DF denominator) | 256 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 1.83291 |
Sum Squared Residuals | 860.044 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 12 | 9.83115 | 2.16885 |
2 | 11 | 11.4686 | -0.46858 |
3 | 15 | 13.3119 | 1.6881 |
4 | 6 | 10.9701 | -4.9701 |
5 | 13 | 10.4462 | 2.55383 |
6 | 10 | 9.65449 | 0.345511 |
7 | 12 | 12.863 | -0.862997 |
8 | 14 | 11.1092 | 2.8908 |
9 | 12 | 10.4569 | 1.54307 |
10 | 9 | 11.1007 | -2.10072 |
11 | 10 | 11.4329 | -1.43293 |
12 | 12 | 11.4692 | 0.530804 |
13 | 12 | 11.5118 | 0.488224 |
14 | 11 | 11.543 | -0.542989 |
15 | 15 | 12.33 | 2.66997 |
16 | 12 | 10.8778 | 1.12215 |
17 | 10 | 10.8969 | -0.896906 |
18 | 12 | 14.0329 | -2.03288 |
19 | 11 | 12.7652 | -1.76518 |
20 | 12 | 11.4001 | 0.599865 |
21 | 11 | 11.5112 | -0.511202 |
22 | 12 | 11.4256 | 0.574433 |
23 | 13 | 13.2993 | -0.29932 |
24 | 11 | 11.5952 | -0.595168 |
25 | 12 | 12.075 | -0.0749699 |
26 | 13 | 12.1124 | 0.887557 |
27 | 10 | 11.6452 | -1.64516 |
28 | 14 | 11.0401 | 2.95987 |
29 | 12 | 11.5752 | 0.424792 |
30 | 10 | 10.3164 | -0.316387 |
31 | 12 | 10.9624 | 1.03757 |
32 | 8 | 9.15447 | -1.15447 |
33 | 10 | 10.2728 | -0.27278 |
34 | 12 | 11.6978 | 0.302246 |
35 | 12 | 10.3082 | 1.69179 |
36 | 7 | 8.11489 | -1.11489 |
37 | 9 | 7.98167 | 1.01833 |
38 | 12 | 10.3496 | 1.65042 |
39 | 10 | 11.5313 | -1.53134 |
40 | 10 | 11.5294 | -1.52943 |
41 | 10 | 11.4933 | -1.49331 |
42 | 12 | 10.3835 | 1.61645 |
43 | 15 | 13.689 | 1.31097 |
44 | 10 | 10.274 | -0.274025 |
45 | 10 | 10.1385 | -0.138516 |
46 | 12 | 8.70592 | 3.29408 |
47 | 13 | 10.5042 | 2.4958 |
48 | 11 | 11.0148 | -0.014771 |
49 | 11 | 11.698 | -0.697975 |
50 | 12 | 10.3379 | 1.66211 |
51 | 14 | 11.7429 | 2.25707 |
52 | 10 | 10.254 | -0.254048 |
53 | 12 | 9.18291 | 2.81709 |
54 | 13 | 11.5417 | 1.45831 |
55 | 5 | 7.50222 | -2.50222 |
56 | 6 | 10.398 | -4.39803 |
57 | 12 | 11.4998 | 0.500185 |
58 | 12 | 11.6026 | 0.39736 |
59 | 11 | 11.0912 | -0.0912031 |
60 | 10 | 11.5203 | -1.52029 |
61 | 7 | 8.95109 | -1.95109 |
62 | 12 | 11.5786 | 0.421418 |
63 | 14 | 11.6679 | 2.33212 |
64 | 11 | 10.3799 | 0.620132 |
65 | 12 | 11.3498 | 0.65019 |
66 | 13 | 12.3089 | 0.691112 |
67 | 14 | 12.6424 | 1.35762 |
68 | 11 | 12.5597 | -1.55972 |
69 | 12 | 9.38491 | 2.61509 |
70 | 12 | 11.6264 | 0.373626 |
71 | 8 | 8.07019 | -0.0701876 |
72 | 11 | 10.4686 | 0.531423 |
73 | 14 | 12.9467 | 1.05333 |
74 | 14 | 12.9636 | 1.03642 |
75 | 12 | 11.3913 | 0.608723 |
76 | 9 | 11.9092 | -2.90918 |
77 | 13 | 11.6028 | 1.39723 |
78 | 11 | 11.3642 | -0.364202 |
79 | 12 | 9.79803 | 2.20197 |
80 | 12 | 11.2209 | 0.779078 |
81 | 12 | 11.7179 | 0.282086 |
82 | 12 | 11.6621 | 0.337907 |
83 | 12 | 10.9344 | 1.0656 |
84 | 11 | 11.0034 | -0.00344218 |
85 | 10 | 11.4746 | -1.47456 |
86 | 9 | 10.5681 | -1.56807 |
87 | 12 | 11.5617 | 0.438327 |
88 | 12 | 11.4317 | 0.568327 |
89 | 12 | 10.8865 | 1.11347 |
90 | 9 | 9.32803 | -0.328035 |
91 | 15 | 11.9318 | 3.06823 |
92 | 12 | 11.8368 | 0.163192 |
93 | 12 | 10.83 | 1.17004 |
94 | 12 | 9.80692 | 2.19308 |
95 | 10 | 11.6473 | -1.64728 |
96 | 13 | 11.5128 | 1.48719 |
97 | 9 | 11.5015 | -2.50154 |
98 | 12 | 11.5868 | 0.413228 |
99 | 10 | 10.5495 | -0.54954 |
100 | 14 | 11.6374 | 2.36264 |
101 | 11 | 11.5378 | -0.537814 |
102 | 15 | 14.0006 | 0.999431 |
103 | 11 | 10.7605 | 0.239521 |
104 | 11 | 11.7646 | -0.764553 |
105 | 12 | 9.6462 | 2.3538 |
106 | 12 | 12.1415 | -0.141549 |
107 | 12 | 11.6294 | 0.370636 |
108 | 11 | 11.4874 | -0.487382 |
109 | 7 | 9.21971 | -2.21971 |
110 | 12 | 11.6386 | 0.361391 |
111 | 14 | 11.5705 | 2.42951 |
112 | 11 | 12.4948 | -1.49478 |
113 | 11 | 9.80675 | 1.19325 |
114 | 10 | 9.21943 | 0.780567 |
115 | 13 | 12.6729 | 0.327119 |
116 | 13 | 10.5444 | 2.45556 |
117 | 8 | 10.5614 | -2.56135 |
118 | 11 | 9.90633 | 1.09367 |
119 | 12 | 11.6482 | 0.351828 |
120 | 11 | 9.85871 | 1.14129 |
121 | 13 | 11.3363 | 1.6637 |
122 | 12 | 10.0732 | 1.92682 |
123 | 14 | 11.727 | 2.27297 |
124 | 13 | 10.8578 | 2.14223 |
125 | 15 | 11.6242 | 3.3758 |
126 | 10 | 10.9675 | -0.967505 |
127 | 11 | 12.2482 | -1.24816 |
128 | 9 | 11.0468 | -2.04682 |
129 | 11 | 9.19977 | 1.80023 |
130 | 10 | 11.5778 | -1.57777 |
131 | 11 | 8.02724 | 2.97276 |
132 | 8 | 11.6645 | -3.66451 |
133 | 11 | 9.11506 | 1.88494 |
134 | 12 | 10.5239 | 1.47607 |
135 | 12 | 10.835 | 1.16504 |
136 | 9 | 9.27233 | -0.272332 |
137 | 11 | 10.913 | 0.0869692 |
138 | 10 | 8.63344 | 1.36656 |
139 | 8 | 9.20795 | -1.20795 |
140 | 9 | 8.76749 | 0.232508 |
141 | 8 | 11.5147 | -3.51468 |
142 | 9 | 11.1715 | -2.17152 |
143 | 15 | 12.2765 | 2.72355 |
144 | 11 | 11.2144 | -0.214369 |
145 | 8 | 8.00773 | -0.00772786 |
146 | 13 | 12.4696 | 0.530445 |
147 | 12 | 9.82485 | 2.17515 |
148 | 12 | 11.5052 | 0.494843 |
149 | 9 | 9.6951 | -0.695103 |
150 | 7 | 8.29384 | -1.29384 |
151 | 13 | 11.0205 | 1.97949 |
152 | 9 | 11.7613 | -2.76131 |
153 | 6 | 11.7514 | -5.7514 |
154 | 8 | 10.3021 | -2.30205 |
155 | 8 | 7.93745 | 0.0625544 |
156 | 15 | 11.9318 | 3.06823 |
157 | 6 | 9.9261 | -3.9261 |
158 | 9 | 11.0468 | -2.04682 |
159 | 11 | 11.5853 | -0.585316 |
160 | 8 | 9.46033 | -1.46033 |
161 | 8 | 9.8098 | -1.8098 |
162 | 10 | 9.4467 | 0.553303 |
163 | 8 | 9.05289 | -1.05289 |
164 | 14 | 12.011 | 1.98901 |
165 | 10 | 11.1514 | -1.15142 |
166 | 8 | 7.89121 | 0.108793 |
167 | 11 | 10.4418 | 0.55824 |
168 | 12 | 8.45488 | 3.54512 |
169 | 12 | 10.0253 | 1.97473 |
170 | 12 | 11.7733 | 0.226737 |
171 | 5 | 8.96971 | -3.96971 |
172 | 12 | 11.6421 | 0.357852 |
173 | 10 | 9.29413 | 0.705868 |
174 | 7 | 7.16437 | -0.164365 |
175 | 12 | 8.99563 | 3.00437 |
176 | 11 | 11.164 | -0.163974 |
177 | 8 | 9.14357 | -1.14357 |
178 | 9 | 9.10903 | -0.109031 |
179 | 10 | 10.3175 | -0.317544 |
180 | 9 | 9.38635 | -0.386352 |
181 | 12 | 11.5427 | 0.457316 |
182 | 6 | 8.54158 | -2.54158 |
183 | 15 | 13.3712 | 1.62878 |
184 | 12 | 10.9411 | 1.0589 |
185 | 12 | 6.93756 | 5.06244 |
186 | 12 | 11.646 | 0.353991 |
187 | 11 | 12.1363 | -1.1363 |
188 | 7 | 9.17914 | -2.17914 |
189 | 7 | 8.47216 | -1.47216 |
190 | 5 | 8.63463 | -3.63463 |
191 | 12 | 10.5323 | 1.46772 |
192 | 12 | 11.806 | 0.194018 |
193 | 3 | 9.1994 | -6.1994 |
194 | 11 | 11.5499 | -0.549915 |
195 | 10 | 9.75848 | 0.241521 |
196 | 12 | 11.0912 | 0.908775 |
197 | 9 | 11.4144 | -2.41439 |
198 | 12 | 11.7273 | 0.272713 |
199 | 9 | 10.3155 | -1.31548 |
200 | 12 | 11.6352 | 0.3648 |
201 | 12 | 11.3928 | 0.607164 |
202 | 10 | 10.3807 | -0.380743 |
203 | 9 | 8.63822 | 0.361776 |
204 | 12 | 9.06181 | 2.93819 |
205 | 8 | 11.0174 | -3.01737 |
206 | 11 | 11.0594 | -0.0593559 |
207 | 11 | 11.6818 | -0.681796 |
208 | 12 | 11.5019 | 0.498071 |
209 | 10 | 8.58921 | 1.41079 |
210 | 10 | 11.0138 | -1.01376 |
211 | 12 | 9.1544 | 2.8456 |
212 | 12 | 9.59571 | 2.40429 |
213 | 11 | 11.2108 | -0.210779 |
214 | 8 | 10.9912 | -2.99123 |
215 | 12 | 11.5456 | 0.454379 |
216 | 10 | 10.0725 | -0.072505 |
217 | 11 | 12.238 | -1.23804 |
218 | 10 | 10.3934 | -0.393367 |
219 | 8 | 9.75381 | -1.75381 |
220 | 12 | 11.1476 | 0.852404 |
221 | 12 | 9.83331 | 2.16669 |
222 | 10 | 10.432 | -0.431969 |
223 | 12 | 10.8955 | 1.10447 |
224 | 9 | 9.24619 | -0.246187 |
225 | 9 | 9.86545 | -0.865452 |
226 | 6 | 7.12264 | -1.12264 |
227 | 10 | 10.2671 | -0.267129 |
228 | 9 | 10.4579 | -1.45787 |
229 | 9 | 8.52192 | 0.478082 |
230 | 9 | 9.29652 | -0.296522 |
231 | 6 | 9.68958 | -3.68958 |
232 | 10 | 8.19691 | 1.80309 |
233 | 6 | 11.5358 | -5.53579 |
234 | 14 | 12.5256 | 1.4744 |
235 | 10 | 9.78298 | 0.21702 |
236 | 10 | 8.54019 | 1.45981 |
237 | 6 | 4.41332 | 1.58668 |
238 | 12 | 9.41287 | 2.58713 |
239 | 12 | 11.5515 | 0.448523 |
240 | 7 | 7.95057 | -0.950574 |
241 | 8 | 9.38191 | -1.38191 |
242 | 11 | 9.14236 | 1.85764 |
243 | 3 | 7.86506 | -4.86506 |
244 | 6 | 9.73778 | -3.73778 |
245 | 10 | 10.8226 | -0.822553 |
246 | 8 | 9.27826 | -1.27826 |
247 | 9 | 10.4079 | -1.40787 |
248 | 9 | 7.74406 | 1.25594 |
249 | 8 | 8.77694 | -0.776945 |
250 | 9 | 8.793 | 0.207001 |
251 | 7 | 8.69665 | -1.69665 |
252 | 7 | 8.04224 | -1.04224 |
253 | 6 | 9.24573 | -3.24573 |
254 | 9 | 11.4796 | -2.47959 |
255 | 10 | 9.10133 | 0.898673 |
256 | 11 | 10.3041 | 0.695944 |
257 | 12 | 11.6553 | 0.344653 |
258 | 8 | 10.261 | -2.261 |
259 | 11 | 9.74581 | 1.25419 |
260 | 3 | 4.60455 | -1.60455 |
261 | 11 | 10.8909 | 0.109059 |
262 | 12 | 8.82296 | 3.17704 |
263 | 7 | 8.57605 | -1.57605 |
264 | 9 | 10.4058 | -1.40584 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
11 | 0.99174 | 0.0165199 | 0.00825995 |
12 | 0.988295 | 0.0234098 | 0.0117049 |
13 | 0.975973 | 0.0480542 | 0.0240271 |
14 | 0.975241 | 0.0495184 | 0.0247592 |
15 | 0.9625 | 0.0750008 | 0.0375004 |
16 | 0.949396 | 0.101208 | 0.0506041 |
17 | 0.921621 | 0.156758 | 0.078379 |
18 | 0.918238 | 0.163525 | 0.0817624 |
19 | 0.901425 | 0.19715 | 0.0985752 |
20 | 0.861371 | 0.277258 | 0.138629 |
21 | 0.82718 | 0.34564 | 0.17282 |
22 | 0.779401 | 0.441197 | 0.220599 |
23 | 0.733999 | 0.532003 | 0.266001 |
24 | 0.694852 | 0.610295 | 0.305148 |
25 | 0.642995 | 0.714009 | 0.357005 |
26 | 0.641898 | 0.716204 | 0.358102 |
27 | 0.659873 | 0.680253 | 0.340127 |
28 | 0.670257 | 0.659486 | 0.329743 |
29 | 0.610176 | 0.779648 | 0.389824 |
30 | 0.562002 | 0.875995 | 0.437998 |
31 | 0.511645 | 0.976711 | 0.488355 |
32 | 0.527814 | 0.944372 | 0.472186 |
33 | 0.467226 | 0.934452 | 0.532774 |
34 | 0.41219 | 0.82438 | 0.58781 |
35 | 0.394828 | 0.789657 | 0.605172 |
36 | 0.381649 | 0.763298 | 0.618351 |
37 | 0.331446 | 0.662891 | 0.668554 |
38 | 0.315467 | 0.630934 | 0.684533 |
39 | 0.296056 | 0.592112 | 0.703944 |
40 | 0.270909 | 0.541817 | 0.729091 |
41 | 0.24149 | 0.48298 | 0.75851 |
42 | 0.214601 | 0.429201 | 0.785399 |
43 | 0.253167 | 0.506335 | 0.746833 |
44 | 0.215192 | 0.430385 | 0.784808 |
45 | 0.179609 | 0.359219 | 0.820391 |
46 | 0.217322 | 0.434644 | 0.782678 |
47 | 0.236309 | 0.472618 | 0.763691 |
48 | 0.199587 | 0.399175 | 0.800413 |
49 | 0.188701 | 0.377401 | 0.811299 |
50 | 0.174403 | 0.348806 | 0.825597 |
51 | 0.181627 | 0.363253 | 0.818373 |
52 | 0.152043 | 0.304086 | 0.847957 |
53 | 0.158247 | 0.316493 | 0.841753 |
54 | 0.13925 | 0.278499 | 0.86075 |
55 | 0.210538 | 0.421077 | 0.789462 |
56 | 0.475261 | 0.950522 | 0.524739 |
57 | 0.432604 | 0.865208 | 0.567396 |
58 | 0.390376 | 0.780751 | 0.609624 |
59 | 0.35002 | 0.700039 | 0.64998 |
60 | 0.346128 | 0.692256 | 0.653872 |
61 | 0.349946 | 0.699893 | 0.650054 |
62 | 0.311506 | 0.623012 | 0.688494 |
63 | 0.32142 | 0.642839 | 0.67858 |
64 | 0.285365 | 0.57073 | 0.714635 |
65 | 0.260247 | 0.520493 | 0.739753 |
66 | 0.227791 | 0.455583 | 0.772209 |
67 | 0.209294 | 0.418588 | 0.790706 |
68 | 0.189153 | 0.378306 | 0.810847 |
69 | 0.188431 | 0.376862 | 0.811569 |
70 | 0.162031 | 0.324062 | 0.837969 |
71 | 0.142906 | 0.285813 | 0.857094 |
72 | 0.122029 | 0.244058 | 0.877971 |
73 | 0.104175 | 0.20835 | 0.895825 |
74 | 0.0885869 | 0.177174 | 0.911413 |
75 | 0.0795369 | 0.159074 | 0.920463 |
76 | 0.100638 | 0.201276 | 0.899362 |
77 | 0.0900532 | 0.180106 | 0.909947 |
78 | 0.0746894 | 0.149379 | 0.925311 |
79 | 0.0799307 | 0.159861 | 0.920069 |
80 | 0.0767122 | 0.153424 | 0.923288 |
81 | 0.0636741 | 0.127348 | 0.936326 |
82 | 0.0526336 | 0.105267 | 0.947366 |
83 | 0.0457832 | 0.0915665 | 0.954217 |
84 | 0.0372255 | 0.0744509 | 0.962775 |
85 | 0.0341067 | 0.0682133 | 0.965893 |
86 | 0.0388002 | 0.0776004 | 0.9612 |
87 | 0.031426 | 0.062852 | 0.968574 |
88 | 0.025613 | 0.051226 | 0.974387 |
89 | 0.0217312 | 0.0434624 | 0.978269 |
90 | 0.0181921 | 0.0363842 | 0.981808 |
91 | 0.0300014 | 0.0600028 | 0.969999 |
92 | 0.0248726 | 0.0497452 | 0.975127 |
93 | 0.0226947 | 0.0453895 | 0.977305 |
94 | 0.0244079 | 0.0488158 | 0.975592 |
95 | 0.024415 | 0.0488301 | 0.975585 |
96 | 0.022156 | 0.044312 | 0.977844 |
97 | 0.0272575 | 0.054515 | 0.972743 |
98 | 0.0220915 | 0.0441831 | 0.977908 |
99 | 0.0186952 | 0.0373903 | 0.981305 |
100 | 0.0218668 | 0.0437337 | 0.978133 |
101 | 0.018053 | 0.0361059 | 0.981947 |
102 | 0.0153229 | 0.0306459 | 0.984677 |
103 | 0.0121639 | 0.0243278 | 0.987836 |
104 | 0.0107545 | 0.0215091 | 0.989245 |
105 | 0.0120595 | 0.0241189 | 0.987941 |
106 | 0.00943281 | 0.0188656 | 0.990567 |
107 | 0.00741117 | 0.0148223 | 0.992589 |
108 | 0.0060766 | 0.0121532 | 0.993923 |
109 | 0.00853939 | 0.0170788 | 0.991461 |
110 | 0.00665424 | 0.0133085 | 0.993346 |
111 | 0.00767386 | 0.0153477 | 0.992326 |
112 | 0.00802764 | 0.0160553 | 0.991972 |
113 | 0.00665481 | 0.0133096 | 0.993345 |
114 | 0.00537791 | 0.0107558 | 0.994622 |
115 | 0.00418661 | 0.00837321 | 0.995813 |
116 | 0.0049256 | 0.00985121 | 0.995074 |
117 | 0.00709666 | 0.0141933 | 0.992903 |
118 | 0.00593337 | 0.0118667 | 0.994067 |
119 | 0.00460245 | 0.00920489 | 0.995398 |
120 | 0.0038621 | 0.0077242 | 0.996138 |
121 | 0.00371453 | 0.00742907 | 0.996285 |
122 | 0.00374003 | 0.00748005 | 0.99626 |
123 | 0.00443301 | 0.00886601 | 0.995567 |
124 | 0.00507284 | 0.0101457 | 0.994927 |
125 | 0.00911585 | 0.0182317 | 0.990884 |
126 | 0.0075838 | 0.0151676 | 0.992416 |
127 | 0.00650567 | 0.0130113 | 0.993494 |
128 | 0.00676255 | 0.0135251 | 0.993237 |
129 | 0.00666721 | 0.0133344 | 0.993333 |
130 | 0.00666625 | 0.0133325 | 0.993334 |
131 | 0.00846975 | 0.0169395 | 0.99153 |
132 | 0.0171888 | 0.0343776 | 0.982811 |
133 | 0.0167755 | 0.0335511 | 0.983224 |
134 | 0.0157069 | 0.0314138 | 0.984293 |
135 | 0.0136534 | 0.0273068 | 0.986347 |
136 | 0.0111101 | 0.0222201 | 0.98889 |
137 | 0.00881259 | 0.0176252 | 0.991187 |
138 | 0.00790389 | 0.0158078 | 0.992096 |
139 | 0.00704432 | 0.0140886 | 0.992956 |
140 | 0.00572024 | 0.0114405 | 0.99428 |
141 | 0.0108772 | 0.0217544 | 0.989123 |
142 | 0.0127361 | 0.0254722 | 0.987264 |
143 | 0.0169801 | 0.0339602 | 0.98302 |
144 | 0.0135882 | 0.0271763 | 0.986412 |
145 | 0.0107619 | 0.0215238 | 0.989238 |
146 | 0.00872101 | 0.017442 | 0.991279 |
147 | 0.00974007 | 0.0194801 | 0.99026 |
148 | 0.00784822 | 0.0156964 | 0.992152 |
149 | 0.00659331 | 0.0131866 | 0.993407 |
150 | 0.00595409 | 0.0119082 | 0.994046 |
151 | 0.00617619 | 0.0123524 | 0.993824 |
152 | 0.00828842 | 0.0165768 | 0.991712 |
153 | 0.0532692 | 0.106538 | 0.946731 |
154 | 0.0605223 | 0.121045 | 0.939478 |
155 | 0.0506419 | 0.101284 | 0.949358 |
156 | 0.0728917 | 0.145783 | 0.927108 |
157 | 0.128092 | 0.256184 | 0.871908 |
158 | 0.129447 | 0.258895 | 0.870553 |
159 | 0.112547 | 0.225093 | 0.887453 |
160 | 0.108799 | 0.217597 | 0.891201 |
161 | 0.107918 | 0.215836 | 0.892082 |
162 | 0.0936909 | 0.187382 | 0.906309 |
163 | 0.0843626 | 0.168725 | 0.915637 |
164 | 0.0895618 | 0.179124 | 0.910438 |
165 | 0.0811249 | 0.16225 | 0.918875 |
166 | 0.0690247 | 0.138049 | 0.930975 |
167 | 0.0587124 | 0.117425 | 0.941288 |
168 | 0.0976109 | 0.195222 | 0.902389 |
169 | 0.0991203 | 0.198241 | 0.90088 |
170 | 0.0862259 | 0.172452 | 0.913774 |
171 | 0.149744 | 0.299488 | 0.850256 |
172 | 0.129994 | 0.259988 | 0.870006 |
173 | 0.114477 | 0.228953 | 0.885523 |
174 | 0.0984454 | 0.196891 | 0.901555 |
175 | 0.135883 | 0.271766 | 0.864117 |
176 | 0.117788 | 0.235576 | 0.882212 |
177 | 0.105877 | 0.211754 | 0.894123 |
178 | 0.0908055 | 0.181611 | 0.909195 |
179 | 0.0767085 | 0.153417 | 0.923292 |
180 | 0.064362 | 0.128724 | 0.935638 |
181 | 0.0537881 | 0.107576 | 0.946212 |
182 | 0.0615111 | 0.123022 | 0.938489 |
183 | 0.0615614 | 0.123123 | 0.938439 |
184 | 0.0570559 | 0.114112 | 0.942944 |
185 | 0.227133 | 0.454266 | 0.772867 |
186 | 0.20926 | 0.41852 | 0.79074 |
187 | 0.187461 | 0.374922 | 0.812539 |
188 | 0.187041 | 0.374083 | 0.812959 |
189 | 0.17383 | 0.347661 | 0.82617 |
190 | 0.257356 | 0.514713 | 0.742644 |
191 | 0.262498 | 0.524997 | 0.737502 |
192 | 0.232168 | 0.464336 | 0.767832 |
193 | 0.607906 | 0.784188 | 0.392094 |
194 | 0.57732 | 0.845359 | 0.42268 |
195 | 0.540629 | 0.918741 | 0.459371 |
196 | 0.50789 | 0.984221 | 0.49211 |
197 | 0.522529 | 0.954942 | 0.477471 |
198 | 0.48652 | 0.97304 | 0.51348 |
199 | 0.46035 | 0.9207 | 0.53965 |
200 | 0.462256 | 0.924513 | 0.537744 |
201 | 0.436179 | 0.872358 | 0.563821 |
202 | 0.415646 | 0.831293 | 0.584354 |
203 | 0.393879 | 0.787759 | 0.606121 |
204 | 0.444969 | 0.889938 | 0.555031 |
205 | 0.479081 | 0.958162 | 0.520919 |
206 | 0.436301 | 0.872602 | 0.563699 |
207 | 0.396197 | 0.792394 | 0.603803 |
208 | 0.356235 | 0.712469 | 0.643765 |
209 | 0.337358 | 0.674716 | 0.662642 |
210 | 0.299763 | 0.599526 | 0.700237 |
211 | 0.365592 | 0.731184 | 0.634408 |
212 | 0.382513 | 0.765025 | 0.617487 |
213 | 0.340411 | 0.680821 | 0.659589 |
214 | 0.361303 | 0.722606 | 0.638697 |
215 | 0.325337 | 0.650673 | 0.674663 |
216 | 0.288897 | 0.577793 | 0.711103 |
217 | 0.253151 | 0.506302 | 0.746849 |
218 | 0.216334 | 0.432668 | 0.783666 |
219 | 0.214752 | 0.429503 | 0.785248 |
220 | 0.190569 | 0.381138 | 0.809431 |
221 | 0.233358 | 0.466716 | 0.766642 |
222 | 0.197358 | 0.394717 | 0.802642 |
223 | 0.189416 | 0.378833 | 0.810584 |
224 | 0.164175 | 0.32835 | 0.835825 |
225 | 0.13571 | 0.27142 | 0.86429 |
226 | 0.111114 | 0.222227 | 0.888886 |
227 | 0.089434 | 0.178868 | 0.910566 |
228 | 0.071801 | 0.143602 | 0.928199 |
229 | 0.0549717 | 0.109943 | 0.945028 |
230 | 0.0419927 | 0.0839854 | 0.958007 |
231 | 0.0614384 | 0.122877 | 0.938562 |
232 | 0.0750872 | 0.150174 | 0.924913 |
233 | 0.275054 | 0.550108 | 0.724946 |
234 | 0.244076 | 0.488153 | 0.755924 |
235 | 0.198724 | 0.397447 | 0.801276 |
236 | 0.197642 | 0.395284 | 0.802358 |
237 | 0.235554 | 0.471108 | 0.764446 |
238 | 0.252636 | 0.505273 | 0.747364 |
239 | 0.243944 | 0.487889 | 0.756056 |
240 | 0.199515 | 0.39903 | 0.800485 |
241 | 0.161943 | 0.323885 | 0.838057 |
242 | 0.202205 | 0.404409 | 0.797795 |
243 | 0.486234 | 0.972467 | 0.513766 |
244 | 0.680244 | 0.639511 | 0.319756 |
245 | 0.604163 | 0.791674 | 0.395837 |
246 | 0.533902 | 0.932196 | 0.466098 |
247 | 0.458897 | 0.917794 | 0.541103 |
248 | 0.393358 | 0.786715 | 0.606642 |
249 | 0.301859 | 0.603718 | 0.698141 |
250 | 0.244789 | 0.489579 | 0.755211 |
251 | 0.357007 | 0.714013 | 0.642993 |
252 | 0.580107 | 0.839786 | 0.419893 |
253 | 0.521626 | 0.956747 | 0.478374 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 7 | 0.0288066 | NOK |
5% type I error level | 66 | 0.271605 | NOK |
10% type I error level | 76 | 0.312757 | NOK |