Multiple Linear Regression - Estimated Regression Equation |
Happiness[t] = + 14.889 + 0.0329849Connected[t] + 0.0188242Separate[t] -0.55981Month[t] + 0.178135Learning[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) | 14.889 | 2.97392 | 5.007 | 1.02548e-06 | 5.12742e-07 |
Connected | 0.0329849 | 0.0443524 | 0.7437 | 0.457732 | 0.228866 |
Separate | 0.0188242 | 0.0452612 | 0.4159 | 0.677827 | 0.338914 |
Month | -0.55981 | 0.199722 | -2.803 | 0.00544671 | 0.00272335 |
Learning | 0.178135 | 0.0649188 | 2.744 | 0.00649454 | 0.00324727 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.311224 |
R-squared | 0.0968607 |
Adjusted R-squared | 0.0829126 |
F-TEST (value) | 6.94436 |
F-TEST (DF numerator) | 4 |
F-TEST (DF denominator) | 259 |
p-value | 2.52331e-05 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.39282 |
Sum Squared Residuals | 1482.92 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 14 | 14.2342 | -0.234184 |
2 | 18 | 14.5897 | 3.41033 |
3 | 11 | 14.8837 | -3.88369 |
4 | 12 | 14.1665 | -2.16648 |
5 | 16 | 14.1626 | 1.8374 |
6 | 18 | 13.8669 | 4.13314 |
7 | 14 | 15.1053 | -1.10525 |
8 | 14 | 14.3219 | -0.321911 |
9 | 15 | 14.1909 | 0.809078 |
10 | 15 | 14.4585 | 0.541486 |
11 | 17 | 14.5379 | 2.46214 |
12 | 19 | 14.5284 | 4.47163 |
13 | 10 | 14.6132 | -4.61316 |
14 | 16 | 14.7026 | 1.29738 |
15 | 18 | 14.664 | 3.33598 |
16 | 14 | 14.1995 | -0.199469 |
17 | 14 | 14.3126 | -0.312584 |
18 | 17 | 15.3822 | 1.61783 |
19 | 14 | 15.0589 | -1.05889 |
20 | 16 | 14.3588 | 1.64122 |
21 | 18 | 14.3776 | 3.6224 |
22 | 11 | 14.307 | -3.30697 |
23 | 14 | 15.237 | -1.23702 |
24 | 12 | 14.6555 | -2.65547 |
25 | 17 | 14.7678 | 2.23219 |
26 | 9 | 14.8338 | -5.83378 |
27 | 16 | 14.5472 | 1.45281 |
28 | 14 | 14.3078 | -0.30775 |
29 | 15 | 14.4106 | 0.589411 |
30 | 11 | 14.0873 | -3.0873 |
31 | 16 | 14.1288 | 1.87116 |
32 | 13 | 13.4813 | -0.481316 |
33 | 17 | 14.1486 | 2.85139 |
34 | 15 | 14.5189 | 0.48113 |
35 | 14 | 14.0308 | -0.0308314 |
36 | 16 | 13.3088 | 2.69121 |
37 | 9 | 13.1722 | -4.17219 |
38 | 15 | 14.1533 | 0.846726 |
39 | 17 | 14.241 | 2.759 |
40 | 13 | 14.4766 | -1.47656 |
41 | 15 | 14.5237 | 0.476296 |
42 | 16 | 14.0873 | 1.9127 |
43 | 16 | 15.2692 | 0.730772 |
44 | 12 | 14.1203 | -2.12029 |
45 | 15 | 14.1251 | 0.874877 |
46 | 11 | 13.6895 | -2.6895 |
47 | 15 | 14.3322 | 0.667812 |
48 | 15 | 14.2513 | 0.748722 |
49 | 17 | 14.6037 | 2.39634 |
50 | 13 | 14.2004 | -1.20042 |
51 | 16 | 14.4717 | 1.52828 |
52 | 14 | 13.9649 | 0.0351384 |
53 | 11 | 13.6651 | -2.66506 |
54 | 12 | 14.5377 | -2.53769 |
55 | 12 | 13.1118 | -1.11184 |
56 | 15 | 14.2239 | 0.776093 |
57 | 16 | 14.6273 | 1.37268 |
58 | 15 | 14.2975 | 0.702527 |
59 | 12 | 14.4209 | -2.42087 |
60 | 12 | 14.4954 | -2.49538 |
61 | 8 | 13.505 | -5.50497 |
62 | 13 | 14.5943 | -1.59434 |
63 | 11 | 14.4812 | -3.48122 |
64 | 14 | 14.026 | -0.0259976 |
65 | 15 | 14.4059 | 0.594075 |
66 | 10 | 14.1702 | -4.17018 |
67 | 11 | 14.3437 | -3.34365 |
68 | 12 | 13.9951 | -1.99515 |
69 | 15 | 13.4679 | 1.53208 |
70 | 15 | 13.992 | 1.00795 |
71 | 14 | 13.0034 | 0.996633 |
72 | 16 | 13.5227 | 2.47734 |
73 | 15 | 14.353 | 0.647021 |
74 | 15 | 14.5226 | 0.477433 |
75 | 13 | 13.7708 | -0.770819 |
76 | 12 | 14.1704 | -2.17035 |
77 | 17 | 14.058 | 2.94198 |
78 | 13 | 13.8461 | -0.846116 |
79 | 15 | 13.1138 | 1.8862 |
80 | 13 | 13.8698 | -0.869774 |
81 | 15 | 13.9073 | 1.09275 |
82 | 15 | 13.992 | 1.00795 |
83 | 16 | 13.8046 | 2.19542 |
84 | 15 | 13.6585 | 1.34152 |
85 | 14 | 13.8131 | 0.186869 |
86 | 15 | 13.7724 | 1.22762 |
87 | 14 | 13.8696 | 0.130397 |
88 | 13 | 13.7 | -0.700015 |
89 | 7 | 13.6726 | -6.67264 |
90 | 17 | 13.1287 | 3.87126 |
91 | 13 | 14.109 | -1.10904 |
92 | 15 | 14.0673 | 0.932658 |
93 | 14 | 13.5455 | 0.454461 |
94 | 13 | 13.128 | -0.127963 |
95 | 16 | 14.1052 | 1.89484 |
96 | 12 | 14.0204 | -2.02037 |
97 | 14 | 13.8791 | 0.120899 |
98 | 17 | 14.0015 | 2.99846 |
99 | 15 | 13.518 | 1.482 |
100 | 17 | 14.0722 | 2.92782 |
101 | 12 | 14.0204 | -2.02037 |
102 | 16 | 14.7376 | 1.26243 |
103 | 11 | 13.5455 | -2.54554 |
104 | 15 | 13.9637 | 1.03628 |
105 | 9 | 13.5284 | -4.52844 |
106 | 16 | 14.2315 | 1.76851 |
107 | 15 | 14.2276 | 0.772397 |
108 | 10 | 13.9874 | -3.98738 |
109 | 10 | 13.6375 | -3.63751 |
110 | 15 | 13.7706 | 1.22935 |
111 | 11 | 13.7848 | -2.78481 |
112 | 13 | 14.1465 | -1.14652 |
113 | 14 | 13.2834 | 0.71661 |
114 | 18 | 13.289 | 4.711 |
115 | 16 | 14.3202 | 1.67984 |
116 | 14 | 13.6263 | 0.373721 |
117 | 14 | 13.6593 | 0.340736 |
118 | 14 | 13.354 | 0.645977 |
119 | 14 | 14.0722 | -0.072176 |
120 | 12 | 13.3917 | -1.39167 |
121 | 14 | 13.6719 | 0.328136 |
122 | 15 | 13.5942 | 1.40576 |
123 | 15 | 14.0768 | 0.92316 |
124 | 15 | 13.734 | 1.26605 |
125 | 13 | 13.7848 | -0.784809 |
126 | 17 | 13.8517 | 3.14827 |
127 | 17 | 14.5047 | 2.49531 |
128 | 19 | 13.7291 | 5.27088 |
129 | 15 | 13.2042 | 1.79579 |
130 | 13 | 13.8178 | -0.817794 |
131 | 9 | 12.5982 | -3.59822 |
132 | 15 | 14.157 | 0.84303 |
133 | 15 | 12.8839 | 2.11614 |
134 | 15 | 13.7206 | 1.27943 |
135 | 16 | 13.5644 | 2.43564 |
136 | 11 | 12.9444 | -1.94438 |
137 | 14 | 13.7433 | 0.256723 |
138 | 11 | 12.8988 | -1.8988 |
139 | 15 | 13.223 | 1.77697 |
140 | 13 | 12.9318 | 0.0682164 |
141 | 15 | 13.8366 | 1.16338 |
142 | 16 | 13.649 | 2.35101 |
143 | 14 | 13.9676 | 0.0323924 |
144 | 15 | 13.5966 | 1.40343 |
145 | 16 | 12.9752 | 3.02478 |
146 | 16 | 14.0611 | 1.93888 |
147 | 11 | 13.4718 | -2.4718 |
148 | 12 | 13.7801 | -1.78015 |
149 | 9 | 13.3635 | -4.36352 |
150 | 16 | 13.0598 | 2.94016 |
151 | 13 | 14.0448 | -1.0448 |
152 | 16 | 13.9779 | 2.02212 |
153 | 12 | 14.0297 | -2.02969 |
154 | 9 | 14.2381 | -5.23807 |
155 | 13 | 12.7443 | 0.255678 |
156 | 13 | 14.109 | -1.10904 |
157 | 14 | 13.3587 | 0.641314 |
158 | 19 | 13.7291 | 5.27088 |
159 | 13 | 13.8649 | -0.86494 |
160 | 12 | 13.1994 | -1.19938 |
161 | 13 | 13.4058 | -0.405832 |
162 | 10 | 12.4269 | -2.42689 |
163 | 14 | 12.3807 | 1.61931 |
164 | 16 | 13.634 | 2.36597 |
165 | 10 | 13.2588 | -3.25876 |
166 | 11 | 11.8688 | -0.868824 |
167 | 14 | 12.8357 | 1.16425 |
168 | 12 | 12.0188 | -0.0188078 |
169 | 9 | 12.8837 | -3.88367 |
170 | 9 | 13.1684 | -4.16836 |
171 | 11 | 12.6727 | -1.67272 |
172 | 16 | 13.4652 | 2.53478 |
173 | 9 | 12.88 | -3.87996 |
174 | 13 | 11.7615 | 1.23851 |
175 | 16 | 12.5833 | 3.41674 |
176 | 13 | 13.1175 | -0.117498 |
177 | 9 | 12.7104 | -3.71037 |
178 | 12 | 12.423 | -0.423003 |
179 | 16 | 12.8311 | 3.16892 |
180 | 11 | 12.8187 | -1.81865 |
181 | 14 | 13.4464 | 0.553603 |
182 | 13 | 12.4098 | 0.590207 |
183 | 15 | 13.8159 | 1.18412 |
184 | 14 | 13.2589 | 0.741065 |
185 | 16 | 11.4089 | 4.59106 |
186 | 13 | 13.3145 | -0.314457 |
187 | 14 | 13.5869 | 0.413117 |
188 | 15 | 12.7387 | 2.26131 |
189 | 13 | 12.1413 | 0.85875 |
190 | 11 | 12.4238 | -1.42378 |
191 | 11 | 12.9582 | -1.95819 |
192 | 14 | 13.5877 | 0.412337 |
193 | 15 | 12.5454 | 2.45455 |
194 | 11 | 13.4322 | -2.43224 |
195 | 15 | 12.7048 | 2.29524 |
196 | 12 | 13.3389 | -1.3389 |
197 | 14 | 13.2863 | 0.713694 |
198 | 14 | 13.3663 | 0.633734 |
199 | 8 | 12.9347 | -4.9347 |
200 | 13 | 13.0413 | -0.0412511 |
201 | 9 | 13.1355 | -4.13554 |
202 | 15 | 12.5814 | 2.41864 |
203 | 17 | 12.3956 | 4.60437 |
204 | 13 | 12.5926 | 0.407409 |
205 | 15 | 13.1317 | 1.86834 |
206 | 15 | 13.2023 | 1.79771 |
207 | 14 | 13.4322 | 0.567764 |
208 | 16 | 13.4134 | 2.58659 |
209 | 13 | 12.4993 | 0.50075 |
210 | 16 | 13.1458 | 2.85418 |
211 | 9 | 12.6114 | -3.61142 |
212 | 16 | 13.0494 | 2.95062 |
213 | 11 | 13.1928 | -2.19279 |
214 | 10 | 12.9951 | -2.99506 |
215 | 11 | 13.3946 | -2.39459 |
216 | 15 | 12.6192 | 2.38082 |
217 | 17 | 13.5068 | 3.49325 |
218 | 14 | 13.1514 | 0.848567 |
219 | 8 | 12.8932 | -4.89317 |
220 | 15 | 13.3247 | 1.67527 |
221 | 11 | 12.8225 | -1.82253 |
222 | 16 | 13.1561 | 2.8439 |
223 | 10 | 13.094 | -3.09401 |
224 | 15 | 12.4936 | 2.50636 |
225 | 9 | 12.846 | -3.84602 |
226 | 16 | 11.8894 | 4.11062 |
227 | 19 | 12.8499 | 6.15009 |
228 | 12 | 12.9535 | -0.953524 |
229 | 8 | 12.4333 | -4.43328 |
230 | 11 | 12.6491 | -1.64906 |
231 | 14 | 12.7331 | 1.26692 |
232 | 9 | 12.3163 | -3.31628 |
233 | 15 | 13.2768 | 1.72319 |
234 | 13 | 13.9111 | -0.911118 |
235 | 16 | 12.7707 | 3.22927 |
236 | 11 | 12.4616 | -1.4616 |
237 | 12 | 11.2288 | 0.771181 |
238 | 13 | 12.7426 | 0.257425 |
239 | 10 | 13.1214 | -3.12138 |
240 | 11 | 12.2976 | -1.29763 |
241 | 12 | 12.3617 | -0.361697 |
242 | 8 | 12.682 | -4.68205 |
243 | 12 | 11.9631 | 0.0368847 |
244 | 12 | 12.8225 | -0.822535 |
245 | 15 | 13.2071 | 1.79287 |
246 | 11 | 12.4841 | -1.48414 |
247 | 13 | 12.9394 | 0.0606366 |
248 | 14 | 12.3023 | 1.69771 |
249 | 10 | 11.8908 | -1.89075 |
250 | 12 | 11.9379 | 0.0621027 |
251 | 15 | 12.3531 | 2.64685 |
252 | 13 | 12.2033 | 0.796664 |
253 | 13 | 12.6962 | 0.303791 |
254 | 13 | 13.2721 | -0.272145 |
255 | 12 | 12.7104 | -0.71037 |
256 | 12 | 12.9677 | -0.967685 |
257 | 9 | 13.4322 | -4.43224 |
258 | 9 | 12.8499 | -3.84991 |
259 | 15 | 12.9073 | 2.09267 |
260 | 10 | 11.1628 | -1.16285 |
261 | 14 | 12.8585 | 1.14155 |
262 | 15 | 12.5274 | 2.4726 |
263 | 7 | 12.6877 | -5.68766 |
264 | 14 | 12.7839 | 1.21606 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
8 | 0.604274 | 0.791452 | 0.395726 |
9 | 0.437482 | 0.874964 | 0.562518 |
10 | 0.331563 | 0.663126 | 0.668437 |
11 | 0.231105 | 0.462209 | 0.768895 |
12 | 0.498421 | 0.996841 | 0.501579 |
13 | 0.777555 | 0.44489 | 0.222445 |
14 | 0.752898 | 0.494204 | 0.247102 |
15 | 0.887027 | 0.225945 | 0.112973 |
16 | 0.846895 | 0.30621 | 0.153105 |
17 | 0.814721 | 0.370557 | 0.185279 |
18 | 0.815237 | 0.369526 | 0.184763 |
19 | 0.771097 | 0.457806 | 0.228903 |
20 | 0.728238 | 0.543523 | 0.271762 |
21 | 0.763192 | 0.473617 | 0.236808 |
22 | 0.824855 | 0.35029 | 0.175145 |
23 | 0.784073 | 0.431853 | 0.215927 |
24 | 0.785834 | 0.428332 | 0.214166 |
25 | 0.748758 | 0.502484 | 0.251242 |
26 | 0.936123 | 0.127754 | 0.0638768 |
27 | 0.920348 | 0.159303 | 0.0796517 |
28 | 0.897302 | 0.205395 | 0.102698 |
29 | 0.868803 | 0.262394 | 0.131197 |
30 | 0.902468 | 0.195064 | 0.0975322 |
31 | 0.884058 | 0.231884 | 0.115942 |
32 | 0.863959 | 0.272082 | 0.136041 |
33 | 0.85301 | 0.29398 | 0.14699 |
34 | 0.821542 | 0.356915 | 0.178458 |
35 | 0.789336 | 0.421328 | 0.210664 |
36 | 0.763055 | 0.47389 | 0.236945 |
37 | 0.870417 | 0.259166 | 0.129583 |
38 | 0.842265 | 0.315471 | 0.157735 |
39 | 0.849027 | 0.301946 | 0.150973 |
40 | 0.831905 | 0.33619 | 0.168095 |
41 | 0.798876 | 0.402248 | 0.201124 |
42 | 0.778317 | 0.443366 | 0.221683 |
43 | 0.742631 | 0.514738 | 0.257369 |
44 | 0.741469 | 0.517062 | 0.258531 |
45 | 0.702633 | 0.594735 | 0.297367 |
46 | 0.715318 | 0.569363 | 0.284682 |
47 | 0.680116 | 0.639768 | 0.319884 |
48 | 0.64029 | 0.719419 | 0.35971 |
49 | 0.642903 | 0.714195 | 0.357097 |
50 | 0.614083 | 0.771833 | 0.385917 |
51 | 0.587208 | 0.825585 | 0.412792 |
52 | 0.542876 | 0.914248 | 0.457124 |
53 | 0.553233 | 0.893533 | 0.446767 |
54 | 0.555049 | 0.889903 | 0.444951 |
55 | 0.516601 | 0.966798 | 0.483399 |
56 | 0.477286 | 0.954572 | 0.522714 |
57 | 0.444901 | 0.889803 | 0.555099 |
58 | 0.405105 | 0.810209 | 0.594895 |
59 | 0.403913 | 0.807827 | 0.596087 |
60 | 0.410358 | 0.820716 | 0.589642 |
61 | 0.583241 | 0.833519 | 0.416759 |
62 | 0.562242 | 0.875516 | 0.437758 |
63 | 0.606957 | 0.786086 | 0.393043 |
64 | 0.566896 | 0.866208 | 0.433104 |
65 | 0.527154 | 0.945692 | 0.472846 |
66 | 0.516672 | 0.966656 | 0.483328 |
67 | 0.497083 | 0.994165 | 0.502917 |
68 | 0.472871 | 0.945742 | 0.527129 |
69 | 0.533025 | 0.93395 | 0.466975 |
70 | 0.530728 | 0.938544 | 0.469272 |
71 | 0.510498 | 0.979005 | 0.489502 |
72 | 0.536661 | 0.926677 | 0.463339 |
73 | 0.502765 | 0.99447 | 0.497235 |
74 | 0.464353 | 0.928706 | 0.535647 |
75 | 0.426689 | 0.853379 | 0.573311 |
76 | 0.41053 | 0.82106 | 0.58947 |
77 | 0.433791 | 0.867582 | 0.566209 |
78 | 0.39785 | 0.7957 | 0.60215 |
79 | 0.392187 | 0.784375 | 0.607813 |
80 | 0.358141 | 0.716283 | 0.641859 |
81 | 0.329383 | 0.658765 | 0.670617 |
82 | 0.299391 | 0.598782 | 0.700609 |
83 | 0.29247 | 0.584939 | 0.70753 |
84 | 0.26844 | 0.536881 | 0.73156 |
85 | 0.237767 | 0.475535 | 0.762233 |
86 | 0.212267 | 0.424534 | 0.787733 |
87 | 0.185394 | 0.370788 | 0.814606 |
88 | 0.162861 | 0.325721 | 0.837139 |
89 | 0.372764 | 0.745528 | 0.627236 |
90 | 0.421943 | 0.843885 | 0.578057 |
91 | 0.392717 | 0.785434 | 0.607283 |
92 | 0.359456 | 0.718912 | 0.640544 |
93 | 0.328776 | 0.657552 | 0.671224 |
94 | 0.295864 | 0.591728 | 0.704136 |
95 | 0.279194 | 0.558388 | 0.720806 |
96 | 0.274243 | 0.548485 | 0.725757 |
97 | 0.244688 | 0.489375 | 0.755312 |
98 | 0.257612 | 0.515225 | 0.742388 |
99 | 0.236139 | 0.472278 | 0.763861 |
100 | 0.242377 | 0.484753 | 0.757623 |
101 | 0.239611 | 0.479222 | 0.760389 |
102 | 0.218007 | 0.436015 | 0.781993 |
103 | 0.219459 | 0.438919 | 0.780541 |
104 | 0.195939 | 0.391877 | 0.804061 |
105 | 0.27642 | 0.55284 | 0.72358 |
106 | 0.260115 | 0.520229 | 0.739885 |
107 | 0.232561 | 0.465123 | 0.767439 |
108 | 0.292478 | 0.584955 | 0.707522 |
109 | 0.351582 | 0.703163 | 0.648418 |
110 | 0.325256 | 0.650512 | 0.674744 |
111 | 0.339963 | 0.679926 | 0.660037 |
112 | 0.320296 | 0.640592 | 0.679704 |
113 | 0.291644 | 0.583287 | 0.708356 |
114 | 0.381391 | 0.762782 | 0.618609 |
115 | 0.364079 | 0.728158 | 0.635921 |
116 | 0.331572 | 0.663143 | 0.668428 |
117 | 0.300254 | 0.600507 | 0.699746 |
118 | 0.271163 | 0.542325 | 0.728837 |
119 | 0.242522 | 0.485045 | 0.757478 |
120 | 0.226635 | 0.45327 | 0.773365 |
121 | 0.202511 | 0.405022 | 0.797489 |
122 | 0.184275 | 0.36855 | 0.815725 |
123 | 0.163558 | 0.327115 | 0.836442 |
124 | 0.147794 | 0.295589 | 0.852206 |
125 | 0.130631 | 0.261262 | 0.869369 |
126 | 0.142087 | 0.284174 | 0.857913 |
127 | 0.139923 | 0.279845 | 0.860077 |
128 | 0.225738 | 0.451476 | 0.774262 |
129 | 0.212606 | 0.425211 | 0.787394 |
130 | 0.190573 | 0.381146 | 0.809427 |
131 | 0.223259 | 0.446518 | 0.776741 |
132 | 0.200424 | 0.400848 | 0.799576 |
133 | 0.195743 | 0.391486 | 0.804257 |
134 | 0.178511 | 0.357021 | 0.821489 |
135 | 0.179939 | 0.359877 | 0.820061 |
136 | 0.172753 | 0.345506 | 0.827247 |
137 | 0.151371 | 0.302742 | 0.848629 |
138 | 0.14432 | 0.28864 | 0.85568 |
139 | 0.134841 | 0.269681 | 0.865159 |
140 | 0.116587 | 0.233174 | 0.883413 |
141 | 0.104067 | 0.208133 | 0.895933 |
142 | 0.104982 | 0.209965 | 0.895018 |
143 | 0.0900363 | 0.180073 | 0.909964 |
144 | 0.0819092 | 0.163818 | 0.918091 |
145 | 0.0904639 | 0.180928 | 0.909536 |
146 | 0.088041 | 0.176082 | 0.911959 |
147 | 0.0878975 | 0.175795 | 0.912103 |
148 | 0.0801896 | 0.160379 | 0.91981 |
149 | 0.112937 | 0.225874 | 0.887063 |
150 | 0.125372 | 0.250744 | 0.874628 |
151 | 0.111748 | 0.223496 | 0.888252 |
152 | 0.11181 | 0.22362 | 0.88819 |
153 | 0.104995 | 0.209991 | 0.895005 |
154 | 0.171854 | 0.343708 | 0.828146 |
155 | 0.150301 | 0.300602 | 0.849699 |
156 | 0.140094 | 0.280188 | 0.859906 |
157 | 0.121117 | 0.242235 | 0.878883 |
158 | 0.1985 | 0.396999 | 0.8015 |
159 | 0.176574 | 0.353148 | 0.823426 |
160 | 0.158877 | 0.317754 | 0.841123 |
161 | 0.138712 | 0.277424 | 0.861288 |
162 | 0.145257 | 0.290513 | 0.854743 |
163 | 0.130829 | 0.261657 | 0.869171 |
164 | 0.126913 | 0.253827 | 0.873087 |
165 | 0.143722 | 0.287443 | 0.856278 |
166 | 0.127457 | 0.254913 | 0.872543 |
167 | 0.112771 | 0.225542 | 0.887229 |
168 | 0.0970008 | 0.194002 | 0.902999 |
169 | 0.122893 | 0.245785 | 0.877107 |
170 | 0.162789 | 0.325579 | 0.837211 |
171 | 0.151105 | 0.30221 | 0.848895 |
172 | 0.155592 | 0.311185 | 0.844408 |
173 | 0.188416 | 0.376831 | 0.811584 |
174 | 0.169302 | 0.338604 | 0.830698 |
175 | 0.190901 | 0.381801 | 0.809099 |
176 | 0.166472 | 0.332943 | 0.833528 |
177 | 0.197655 | 0.395309 | 0.802345 |
178 | 0.173744 | 0.347487 | 0.826256 |
179 | 0.189307 | 0.378615 | 0.810693 |
180 | 0.176746 | 0.353492 | 0.823254 |
181 | 0.155065 | 0.310129 | 0.844935 |
182 | 0.134413 | 0.268826 | 0.865587 |
183 | 0.1205 | 0.241 | 0.8795 |
184 | 0.104557 | 0.209114 | 0.895443 |
185 | 0.146488 | 0.292975 | 0.853512 |
186 | 0.125739 | 0.251479 | 0.874261 |
187 | 0.107542 | 0.215084 | 0.892458 |
188 | 0.104362 | 0.208725 | 0.895638 |
189 | 0.0892357 | 0.178471 | 0.910764 |
190 | 0.0792362 | 0.158472 | 0.920764 |
191 | 0.0737646 | 0.147529 | 0.926235 |
192 | 0.0616589 | 0.123318 | 0.938341 |
193 | 0.0612366 | 0.122473 | 0.938763 |
194 | 0.0598467 | 0.119693 | 0.940153 |
195 | 0.0582572 | 0.116514 | 0.941743 |
196 | 0.0500881 | 0.100176 | 0.949912 |
197 | 0.0415126 | 0.0830253 | 0.958487 |
198 | 0.0338996 | 0.0677991 | 0.9661 |
199 | 0.0613658 | 0.122732 | 0.938634 |
200 | 0.0499007 | 0.0998014 | 0.950099 |
201 | 0.0711805 | 0.142361 | 0.928819 |
202 | 0.0694393 | 0.138879 | 0.930561 |
203 | 0.111055 | 0.22211 | 0.888945 |
204 | 0.0931401 | 0.18628 | 0.90686 |
205 | 0.0859589 | 0.171918 | 0.914041 |
206 | 0.0789095 | 0.157819 | 0.921091 |
207 | 0.0653988 | 0.130798 | 0.934601 |
208 | 0.0683666 | 0.136733 | 0.931633 |
209 | 0.0561521 | 0.112304 | 0.943848 |
210 | 0.062521 | 0.125042 | 0.937479 |
211 | 0.0752096 | 0.150419 | 0.92479 |
212 | 0.0921982 | 0.184396 | 0.907802 |
213 | 0.0829673 | 0.165935 | 0.917033 |
214 | 0.0885682 | 0.177136 | 0.911432 |
215 | 0.0837091 | 0.167418 | 0.916291 |
216 | 0.0800804 | 0.160161 | 0.91992 |
217 | 0.103997 | 0.207995 | 0.896003 |
218 | 0.0899856 | 0.179971 | 0.910014 |
219 | 0.141241 | 0.282483 | 0.858759 |
220 | 0.135209 | 0.270418 | 0.864791 |
221 | 0.119312 | 0.238624 | 0.880688 |
222 | 0.141973 | 0.283947 | 0.858027 |
223 | 0.146878 | 0.293756 | 0.853122 |
224 | 0.151086 | 0.302173 | 0.848914 |
225 | 0.17707 | 0.354139 | 0.82293 |
226 | 0.267642 | 0.535284 | 0.732358 |
227 | 0.584857 | 0.830287 | 0.415143 |
228 | 0.53275 | 0.934499 | 0.46725 |
229 | 0.626679 | 0.746643 | 0.373321 |
230 | 0.583093 | 0.833814 | 0.416907 |
231 | 0.549047 | 0.901905 | 0.450953 |
232 | 0.566183 | 0.867634 | 0.433817 |
233 | 0.566203 | 0.867593 | 0.433797 |
234 | 0.507974 | 0.984052 | 0.492026 |
235 | 0.600992 | 0.798017 | 0.399008 |
236 | 0.551189 | 0.897622 | 0.448811 |
237 | 0.491283 | 0.982567 | 0.508717 |
238 | 0.437389 | 0.874779 | 0.562611 |
239 | 0.440235 | 0.88047 | 0.559765 |
240 | 0.38135 | 0.7627 | 0.61865 |
241 | 0.318404 | 0.636808 | 0.681596 |
242 | 0.448147 | 0.896295 | 0.551853 |
243 | 0.377478 | 0.754957 | 0.622522 |
244 | 0.311142 | 0.622284 | 0.688858 |
245 | 0.340262 | 0.680524 | 0.659738 |
246 | 0.337766 | 0.675531 | 0.662234 |
247 | 0.266639 | 0.533277 | 0.733361 |
248 | 0.275707 | 0.551414 | 0.724293 |
249 | 0.297991 | 0.595983 | 0.702009 |
250 | 0.241601 | 0.483201 | 0.758399 |
251 | 0.198354 | 0.396707 | 0.801646 |
252 | 0.14095 | 0.2819 | 0.85905 |
253 | 0.107479 | 0.214959 | 0.892521 |
254 | 0.0708274 | 0.141655 | 0.929173 |
255 | 0.0489902 | 0.0979804 | 0.95101 |
256 | 0.0250307 | 0.0500613 | 0.974969 |
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 | 0.0200803 | OK |