Multiple Linear Regression - Estimated Regression Equation |
Happiness[t] = + 18.3483 + 0.00325718Connected[t] + 0.0117633Separate[t] + 0.0939744Learning[t] -0.0189188Software[t] -0.367088Depression[t] -0.307801Month[t] + 0.0380326Sport2[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) | 18.3483 | 2.62273 | 6.996 | 2.29674e-11 | 1.14837e-11 |
Connected | 0.00325718 | 0.0374546 | 0.08696 | 0.930769 | 0.465384 |
Separate | 0.0117633 | 0.0380954 | 0.3088 | 0.757736 | 0.378868 |
Learning | 0.0939744 | 0.0671032 | 1.4 | 0.162591 | 0.0812954 |
Software | -0.0189188 | 0.0687787 | -0.2751 | 0.783486 | 0.391743 |
Depression | -0.367088 | 0.0387157 | -9.482 | 1.79526e-18 | 8.97631e-19 |
Month | -0.307801 | 0.171249 | -1.797 | 0.0734531 | 0.0367266 |
Sport2 | 0.0380326 | 0.0189916 | 2.003 | 0.0462754 | 0.0231377 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.609366 |
R-squared | 0.371326 |
Adjusted R-squared | 0.354136 |
F-TEST (value) | 21.6009 |
F-TEST (DF numerator) | 7 |
F-TEST (DF denominator) | 256 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.00805 |
Sum Squared Residuals | 1032.26 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 14 | 13.9653 | 0.0347363 |
2 | 18 | 15.2787 | 2.72128 |
3 | 11 | 14.0474 | -3.04738 |
4 | 12 | 14.5176 | -2.51763 |
5 | 16 | 11.2344 | 4.76558 |
6 | 18 | 14.4482 | 3.55182 |
7 | 14 | 10.9595 | 3.04047 |
8 | 14 | 15.0827 | -1.08269 |
9 | 15 | 15.2363 | -0.236263 |
10 | 15 | 14.4003 | 0.59966 |
11 | 17 | 15.5736 | 1.42636 |
12 | 19 | 15.6902 | 3.30977 |
13 | 10 | 13.4812 | -3.48119 |
14 | 16 | 13.5634 | 2.43655 |
15 | 18 | 15.7794 | 2.22056 |
16 | 14 | 13.483 | 0.516965 |
17 | 14 | 13.8644 | 0.135569 |
18 | 17 | 15.8171 | 1.18288 |
19 | 14 | 15.524 | -1.52401 |
20 | 16 | 13.9323 | 2.06767 |
21 | 18 | 15.438 | 2.56201 |
22 | 11 | 13.8545 | -2.85449 |
23 | 14 | 14.5417 | -0.541709 |
24 | 12 | 13.7208 | -1.72083 |
25 | 17 | 15.3918 | 1.60819 |
26 | 9 | 15.9234 | -6.92342 |
27 | 16 | 15.0189 | 0.981105 |
28 | 14 | 13.4327 | 0.56732 |
29 | 15 | 13.9226 | 1.07744 |
30 | 11 | 14.1048 | -3.10476 |
31 | 16 | 15.7861 | 0.213883 |
32 | 13 | 12.7676 | 0.232448 |
33 | 17 | 15.1542 | 1.84576 |
34 | 15 | 15.4164 | -0.416428 |
35 | 14 | 13.9556 | 0.0444311 |
36 | 16 | 15.6145 | 0.385452 |
37 | 9 | 10.8721 | -1.87212 |
38 | 15 | 14.4025 | 0.597506 |
39 | 17 | 15.4302 | 1.56977 |
40 | 13 | 15.3212 | -2.32117 |
41 | 15 | 15.7971 | -0.797105 |
42 | 16 | 13.6998 | 2.30016 |
43 | 16 | 15.9924 | 0.00763705 |
44 | 12 | 13.2465 | -1.24651 |
45 | 15 | 14.7171 | 0.282914 |
46 | 11 | 13.6662 | -2.66617 |
47 | 15 | 15.5619 | -0.561935 |
48 | 15 | 14.9986 | 0.00143481 |
49 | 17 | 13.5289 | 3.47112 |
50 | 13 | 14.8404 | -1.8404 |
51 | 16 | 15.3706 | 0.629398 |
52 | 14 | 13.5437 | 0.456261 |
53 | 11 | 11.7708 | -0.77079 |
54 | 12 | 14.0037 | -2.00375 |
55 | 12 | 14.1411 | -2.14112 |
56 | 15 | 13.7772 | 1.2228 |
57 | 16 | 14.321 | 1.67905 |
58 | 15 | 15.6426 | -0.642639 |
59 | 12 | 15.2881 | -3.28811 |
60 | 12 | 13.5355 | -1.53552 |
61 | 8 | 10.8757 | -2.87571 |
62 | 13 | 14.6848 | -1.68479 |
63 | 11 | 14.7598 | -3.75978 |
64 | 14 | 13.2381 | 0.761914 |
65 | 15 | 13.813 | 1.18701 |
66 | 10 | 14.9968 | -4.99678 |
67 | 11 | 12.5828 | -1.5828 |
68 | 12 | 14.3233 | -2.32332 |
69 | 15 | 13.4416 | 1.55839 |
70 | 15 | 13.5542 | 1.44577 |
71 | 14 | 13.5072 | 0.49278 |
72 | 16 | 12.6746 | 3.32545 |
73 | 15 | 14.3199 | 0.680107 |
74 | 15 | 15.1535 | -0.153453 |
75 | 13 | 14.8389 | -1.83886 |
76 | 12 | 12.0664 | -0.0664309 |
77 | 17 | 13.9469 | 3.05305 |
78 | 13 | 12.4741 | 0.52589 |
79 | 15 | 13.7362 | 1.26382 |
80 | 13 | 14.9363 | -1.93626 |
81 | 15 | 14.7893 | 0.210653 |
82 | 15 | 15.5038 | -0.503769 |
83 | 16 | 14.1919 | 1.80808 |
84 | 15 | 14.2444 | 0.755646 |
85 | 14 | 14.0722 | -0.0722236 |
86 | 15 | 13.9375 | 1.06248 |
87 | 14 | 14.2466 | -0.246601 |
88 | 13 | 12.7665 | 0.233512 |
89 | 7 | 10.508 | -3.50801 |
90 | 17 | 13.7295 | 3.27049 |
91 | 13 | 12.8265 | 0.173494 |
92 | 15 | 14.1205 | 0.8795 |
93 | 14 | 13.2057 | 0.79428 |
94 | 13 | 13.9112 | -0.911215 |
95 | 16 | 14.8848 | 1.11524 |
96 | 12 | 12.8222 | -0.822153 |
97 | 14 | 14.7938 | -0.793801 |
98 | 17 | 14.8549 | 2.14509 |
99 | 15 | 15.0031 | -0.00306684 |
100 | 17 | 15.0969 | 1.90315 |
101 | 12 | 12.9361 | -0.936056 |
102 | 16 | 14.9911 | 1.00887 |
103 | 11 | 14.4648 | -3.4648 |
104 | 15 | 13.0461 | 1.95385 |
105 | 9 | 11.3563 | -2.3563 |
106 | 16 | 14.9259 | 1.07412 |
107 | 15 | 12.9012 | 2.09885 |
108 | 10 | 12.8435 | -2.8435 |
109 | 10 | 9.23052 | 0.769476 |
110 | 15 | 13.883 | 1.11702 |
111 | 11 | 13.1653 | -2.16529 |
112 | 13 | 15.3001 | -2.30009 |
113 | 14 | 11.6883 | 2.3117 |
114 | 18 | 14.1117 | 3.88827 |
115 | 16 | 15.5577 | 0.442331 |
116 | 14 | 13.0338 | 0.966157 |
117 | 14 | 13.9171 | 0.0828586 |
118 | 14 | 15.0966 | -1.09663 |
119 | 14 | 13.6796 | 0.320428 |
120 | 12 | 12.5753 | -0.575328 |
121 | 14 | 13.5568 | 0.443221 |
122 | 15 | 14.8633 | 0.13674 |
123 | 15 | 15.9274 | -0.927362 |
124 | 15 | 14.5894 | 0.410624 |
125 | 13 | 14.7288 | -1.72882 |
126 | 17 | 16.1493 | 0.850742 |
127 | 17 | 15.2644 | 1.73562 |
128 | 19 | 15.0184 | 3.98164 |
129 | 15 | 13.5934 | 1.40665 |
130 | 13 | 14.6365 | -1.63651 |
131 | 9 | 10.6491 | -1.64909 |
132 | 15 | 15.2667 | -0.266674 |
133 | 15 | 12.6457 | 2.3543 |
134 | 15 | 14.2709 | 0.729135 |
135 | 16 | 13.7747 | 2.22527 |
136 | 11 | 9.48372 | 1.51628 |
137 | 14 | 13.4524 | 0.547611 |
138 | 11 | 12.082 | -1.08198 |
139 | 15 | 14.2439 | 0.756083 |
140 | 13 | 13.8007 | -0.800702 |
141 | 15 | 14.7109 | 0.289097 |
142 | 16 | 13.843 | 2.15698 |
143 | 14 | 14.7042 | -0.704169 |
144 | 15 | 14.2817 | 0.71826 |
145 | 16 | 14.6075 | 1.39255 |
146 | 16 | 14.5202 | 1.47981 |
147 | 11 | 13.4788 | -2.47876 |
148 | 12 | 14.7273 | -2.72727 |
149 | 9 | 11.5869 | -2.58693 |
150 | 16 | 14.2708 | 1.72919 |
151 | 13 | 12.553 | 0.446967 |
152 | 16 | 15.4169 | 0.583099 |
153 | 12 | 14.5015 | -2.50151 |
154 | 9 | 11.9268 | -2.92683 |
155 | 13 | 11.8629 | 1.1371 |
156 | 13 | 12.8265 | 0.173494 |
157 | 14 | 13.4141 | 0.58592 |
158 | 19 | 15.0184 | 3.98164 |
159 | 13 | 15.6888 | -2.68881 |
160 | 12 | 12.0919 | -0.0919049 |
161 | 13 | 12.7509 | 0.249086 |
162 | 10 | 9.21404 | 0.785963 |
163 | 14 | 12.9939 | 1.00606 |
164 | 16 | 11.367 | 4.63299 |
165 | 10 | 11.7802 | -1.78024 |
166 | 11 | 8.994 | 2.006 |
167 | 14 | 13.9764 | 0.0235686 |
168 | 12 | 12.6821 | -0.682147 |
169 | 9 | 12.5431 | -3.54309 |
170 | 9 | 11.714 | -2.71398 |
171 | 11 | 10.4321 | 0.567894 |
172 | 16 | 14.0599 | 1.94007 |
173 | 9 | 13.8287 | -4.82872 |
174 | 13 | 11.155 | 1.84499 |
175 | 16 | 13.2111 | 2.78893 |
176 | 13 | 15.0496 | -2.04958 |
177 | 9 | 12.2095 | -3.20952 |
178 | 12 | 11.3223 | 0.677728 |
179 | 16 | 14.443 | 1.55697 |
180 | 11 | 12.9371 | -1.93706 |
181 | 14 | 13.9969 | 0.00310594 |
182 | 13 | 14.6051 | -1.60514 |
183 | 15 | 14.6241 | 0.375867 |
184 | 14 | 14.8 | -0.799958 |
185 | 16 | 13.9421 | 2.05789 |
186 | 13 | 11.4655 | 1.53448 |
187 | 14 | 13.3653 | 0.634679 |
188 | 15 | 14.0221 | 0.977924 |
189 | 13 | 12.2861 | 0.71391 |
190 | 11 | 10.2037 | 0.796264 |
191 | 11 | 12.225 | -1.22502 |
192 | 14 | 14.8359 | -0.835908 |
193 | 15 | 12.6169 | 2.38311 |
194 | 11 | 12.4931 | -1.49314 |
195 | 15 | 13.0098 | 1.99018 |
196 | 12 | 13.981 | -1.98097 |
197 | 14 | 11.6221 | 2.3779 |
198 | 14 | 13.2912 | 0.708817 |
199 | 8 | 11.0361 | -3.03606 |
200 | 13 | 13.6015 | -0.601451 |
201 | 9 | 12.1226 | -3.1226 |
202 | 15 | 13.6363 | 1.36374 |
203 | 17 | 13.8607 | 3.13926 |
204 | 13 | 12.5422 | 0.457771 |
205 | 15 | 14.3256 | 0.674377 |
206 | 15 | 13.6375 | 1.36246 |
207 | 14 | 14.4939 | -0.493947 |
208 | 16 | 12.4492 | 3.55078 |
209 | 13 | 12.8467 | 0.153337 |
210 | 16 | 14.1784 | 1.82158 |
211 | 9 | 11.6429 | -2.64289 |
212 | 16 | 14.492 | 1.50796 |
213 | 11 | 12.1732 | -1.17316 |
214 | 10 | 13.7863 | -3.78634 |
215 | 11 | 12.0456 | -1.04557 |
216 | 15 | 13.2614 | 1.73859 |
217 | 17 | 14.8109 | 2.18913 |
218 | 14 | 14.1886 | -0.188558 |
219 | 8 | 9.85501 | -1.85501 |
220 | 15 | 13.5596 | 1.44044 |
221 | 11 | 13.8038 | -2.80376 |
222 | 16 | 13.4101 | 2.58986 |
223 | 10 | 12.0619 | -2.06192 |
224 | 15 | 14.7669 | 0.233051 |
225 | 9 | 9.25761 | -0.257612 |
226 | 16 | 14.2071 | 1.7929 |
227 | 19 | 13.7834 | 5.21656 |
228 | 12 | 13.5033 | -1.50335 |
229 | 8 | 9.47921 | -1.47921 |
230 | 11 | 13.3056 | -2.30562 |
231 | 14 | 13.7646 | 0.235373 |
232 | 9 | 12.0676 | -3.06756 |
233 | 15 | 14.9221 | 0.0778736 |
234 | 13 | 12.4199 | 0.580106 |
235 | 16 | 14.8518 | 1.14822 |
236 | 11 | 12.7851 | -1.7851 |
237 | 12 | 11.3594 | 0.640585 |
238 | 13 | 12.8749 | 0.125075 |
239 | 10 | 14.2956 | -4.2956 |
240 | 11 | 13.5116 | -2.51159 |
241 | 12 | 14.748 | -2.74804 |
242 | 8 | 10.7262 | -2.72622 |
243 | 12 | 11.7238 | 0.276223 |
244 | 12 | 12.2207 | -0.220723 |
245 | 15 | 13.5446 | 1.45542 |
246 | 11 | 10.7006 | 0.299395 |
247 | 13 | 12.7529 | 0.247118 |
248 | 14 | 8.88556 | 5.11444 |
249 | 10 | 10.2752 | -0.275152 |
250 | 12 | 11.4911 | 0.508857 |
251 | 15 | 12.8228 | 2.17717 |
252 | 13 | 11.8007 | 1.19926 |
253 | 13 | 14.1293 | -1.12934 |
254 | 13 | 13.719 | -0.71904 |
255 | 12 | 11.8426 | 0.157371 |
256 | 12 | 12.698 | -0.698032 |
257 | 9 | 10.7148 | -1.71484 |
258 | 9 | 11.5179 | -2.51789 |
259 | 15 | 12.5495 | 2.45047 |
260 | 10 | 14.7895 | -4.78952 |
261 | 14 | 13.645 | 0.354981 |
262 | 15 | 13.4812 | 1.51879 |
263 | 7 | 9.82487 | -2.82487 |
264 | 14 | 13.8091 | 0.190914 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
11 | 0.0801512 | 0.160302 | 0.919849 |
12 | 0.902339 | 0.195322 | 0.097661 |
13 | 0.98241 | 0.0351808 | 0.0175904 |
14 | 0.982213 | 0.0355735 | 0.0177867 |
15 | 0.987858 | 0.0242849 | 0.0121424 |
16 | 0.978272 | 0.0434555 | 0.0217278 |
17 | 0.968627 | 0.0627464 | 0.0313732 |
18 | 0.956663 | 0.0866748 | 0.0433374 |
19 | 0.941881 | 0.116237 | 0.0581185 |
20 | 0.934647 | 0.130706 | 0.065353 |
21 | 0.943414 | 0.113173 | 0.0565864 |
22 | 0.968941 | 0.0621186 | 0.0310593 |
23 | 0.95525 | 0.0894998 | 0.0447499 |
24 | 0.945313 | 0.109374 | 0.0546872 |
25 | 0.926257 | 0.147486 | 0.0737431 |
26 | 0.998945 | 0.00211011 | 0.00105506 |
27 | 0.998389 | 0.00322167 | 0.00161084 |
28 | 0.997456 | 0.00508879 | 0.00254439 |
29 | 0.99614 | 0.00771948 | 0.00385974 |
30 | 0.99817 | 0.003661 | 0.0018305 |
31 | 0.997162 | 0.00567661 | 0.0028383 |
32 | 0.995758 | 0.00848491 | 0.00424246 |
33 | 0.994753 | 0.0104948 | 0.00524741 |
34 | 0.992381 | 0.015237 | 0.00761851 |
35 | 0.989453 | 0.0210942 | 0.0105471 |
36 | 0.985131 | 0.0297374 | 0.0148687 |
37 | 0.988785 | 0.0224308 | 0.0112154 |
38 | 0.984463 | 0.031073 | 0.0155365 |
39 | 0.98239 | 0.0352193 | 0.0176096 |
40 | 0.982671 | 0.0346572 | 0.0173286 |
41 | 0.977313 | 0.0453749 | 0.0226874 |
42 | 0.975712 | 0.0485764 | 0.0242882 |
43 | 0.967954 | 0.0640916 | 0.0320458 |
44 | 0.961772 | 0.0764567 | 0.0382284 |
45 | 0.950684 | 0.0986318 | 0.0493159 |
46 | 0.959157 | 0.0816868 | 0.0408434 |
47 | 0.947714 | 0.104572 | 0.0522859 |
48 | 0.933772 | 0.132456 | 0.0662278 |
49 | 0.951673 | 0.0966541 | 0.0483271 |
50 | 0.948318 | 0.103364 | 0.0516822 |
51 | 0.936593 | 0.126814 | 0.0634068 |
52 | 0.921548 | 0.156904 | 0.0784522 |
53 | 0.907814 | 0.184372 | 0.0921858 |
54 | 0.909974 | 0.180052 | 0.0900262 |
55 | 0.903273 | 0.193453 | 0.0967267 |
56 | 0.887003 | 0.225993 | 0.112997 |
57 | 0.87579 | 0.24842 | 0.12421 |
58 | 0.852477 | 0.295045 | 0.147523 |
59 | 0.879795 | 0.24041 | 0.120205 |
60 | 0.875787 | 0.248425 | 0.124213 |
61 | 0.896039 | 0.207923 | 0.103961 |
62 | 0.891566 | 0.216868 | 0.108434 |
63 | 0.932952 | 0.134096 | 0.067048 |
64 | 0.92261 | 0.154781 | 0.0773903 |
65 | 0.912288 | 0.175423 | 0.0877117 |
66 | 0.923417 | 0.153165 | 0.0765826 |
67 | 0.921273 | 0.157454 | 0.0787272 |
68 | 0.914001 | 0.171998 | 0.085999 |
69 | 0.942771 | 0.114458 | 0.0572291 |
70 | 0.947224 | 0.105551 | 0.0527756 |
71 | 0.939253 | 0.121494 | 0.0607468 |
72 | 0.960225 | 0.0795506 | 0.0397753 |
73 | 0.952248 | 0.0955033 | 0.0477516 |
74 | 0.941515 | 0.116969 | 0.0584846 |
75 | 0.934732 | 0.130535 | 0.0652677 |
76 | 0.921175 | 0.157649 | 0.0788247 |
77 | 0.936746 | 0.126508 | 0.0632542 |
78 | 0.924481 | 0.151039 | 0.0755193 |
79 | 0.917525 | 0.16495 | 0.0824748 |
80 | 0.911848 | 0.176303 | 0.0881517 |
81 | 0.895467 | 0.209067 | 0.104533 |
82 | 0.87781 | 0.244379 | 0.12219 |
83 | 0.873615 | 0.252771 | 0.126385 |
84 | 0.855252 | 0.289496 | 0.144748 |
85 | 0.832381 | 0.335238 | 0.167619 |
86 | 0.810398 | 0.379204 | 0.189602 |
87 | 0.783883 | 0.432233 | 0.216117 |
88 | 0.755079 | 0.489842 | 0.244921 |
89 | 0.82263 | 0.354741 | 0.17737 |
90 | 0.850613 | 0.298775 | 0.149387 |
91 | 0.828326 | 0.343349 | 0.171674 |
92 | 0.805688 | 0.388625 | 0.194312 |
93 | 0.784633 | 0.430734 | 0.215367 |
94 | 0.761538 | 0.476924 | 0.238462 |
95 | 0.737037 | 0.525926 | 0.262963 |
96 | 0.713393 | 0.573214 | 0.286607 |
97 | 0.686759 | 0.626481 | 0.313241 |
98 | 0.686747 | 0.626506 | 0.313253 |
99 | 0.653535 | 0.692929 | 0.346465 |
100 | 0.644624 | 0.710751 | 0.355376 |
101 | 0.621737 | 0.756526 | 0.378263 |
102 | 0.59258 | 0.81484 | 0.40742 |
103 | 0.652836 | 0.694328 | 0.347164 |
104 | 0.640944 | 0.718112 | 0.359056 |
105 | 0.658114 | 0.683773 | 0.341886 |
106 | 0.630731 | 0.738538 | 0.369269 |
107 | 0.621937 | 0.756125 | 0.378063 |
108 | 0.661994 | 0.676012 | 0.338006 |
109 | 0.632606 | 0.734788 | 0.367394 |
110 | 0.605702 | 0.788596 | 0.394298 |
111 | 0.611029 | 0.777942 | 0.388971 |
112 | 0.641289 | 0.717423 | 0.358711 |
113 | 0.651118 | 0.697763 | 0.348882 |
114 | 0.72631 | 0.547379 | 0.27369 |
115 | 0.697423 | 0.605154 | 0.302577 |
116 | 0.672211 | 0.655577 | 0.327789 |
117 | 0.641803 | 0.716393 | 0.358197 |
118 | 0.620308 | 0.759384 | 0.379692 |
119 | 0.585763 | 0.828475 | 0.414237 |
120 | 0.555557 | 0.888886 | 0.444443 |
121 | 0.525526 | 0.948949 | 0.474474 |
122 | 0.491597 | 0.983194 | 0.508403 |
123 | 0.465676 | 0.931352 | 0.534324 |
124 | 0.431684 | 0.863367 | 0.568316 |
125 | 0.422861 | 0.845722 | 0.577139 |
126 | 0.391975 | 0.783951 | 0.608025 |
127 | 0.376289 | 0.752577 | 0.623711 |
128 | 0.468225 | 0.936451 | 0.531775 |
129 | 0.447431 | 0.894861 | 0.552569 |
130 | 0.436758 | 0.873517 | 0.563242 |
131 | 0.425443 | 0.850887 | 0.574557 |
132 | 0.394597 | 0.789194 | 0.605403 |
133 | 0.408368 | 0.816735 | 0.591632 |
134 | 0.378582 | 0.757164 | 0.621418 |
135 | 0.385251 | 0.770503 | 0.614749 |
136 | 0.371204 | 0.742407 | 0.628796 |
137 | 0.34034 | 0.680681 | 0.65966 |
138 | 0.31858 | 0.637161 | 0.68142 |
139 | 0.291196 | 0.582392 | 0.708804 |
140 | 0.266871 | 0.533742 | 0.733129 |
141 | 0.238756 | 0.477512 | 0.761244 |
142 | 0.243893 | 0.487786 | 0.756107 |
143 | 0.218636 | 0.437272 | 0.781364 |
144 | 0.197262 | 0.394524 | 0.802738 |
145 | 0.183544 | 0.367088 | 0.816456 |
146 | 0.174685 | 0.34937 | 0.825315 |
147 | 0.184034 | 0.368069 | 0.815966 |
148 | 0.203316 | 0.406631 | 0.796684 |
149 | 0.225689 | 0.451378 | 0.774311 |
150 | 0.221708 | 0.443416 | 0.778292 |
151 | 0.197917 | 0.395833 | 0.802083 |
152 | 0.177192 | 0.354384 | 0.822808 |
153 | 0.189833 | 0.379667 | 0.810167 |
154 | 0.229099 | 0.458197 | 0.770901 |
155 | 0.205627 | 0.411254 | 0.794373 |
156 | 0.184234 | 0.368468 | 0.815766 |
157 | 0.161293 | 0.322586 | 0.838707 |
158 | 0.232154 | 0.464308 | 0.767846 |
159 | 0.259367 | 0.518734 | 0.740633 |
160 | 0.232071 | 0.464142 | 0.767929 |
161 | 0.205022 | 0.410044 | 0.794978 |
162 | 0.181323 | 0.362646 | 0.818677 |
163 | 0.160568 | 0.321136 | 0.839432 |
164 | 0.262618 | 0.525236 | 0.737382 |
165 | 0.258237 | 0.516474 | 0.741763 |
166 | 0.25548 | 0.51096 | 0.74452 |
167 | 0.227389 | 0.454779 | 0.772611 |
168 | 0.206118 | 0.412236 | 0.793882 |
169 | 0.261834 | 0.523669 | 0.738166 |
170 | 0.283953 | 0.567905 | 0.716047 |
171 | 0.256628 | 0.513256 | 0.743372 |
172 | 0.253273 | 0.506547 | 0.746727 |
173 | 0.410901 | 0.821802 | 0.589099 |
174 | 0.399372 | 0.798744 | 0.600628 |
175 | 0.424279 | 0.848558 | 0.575721 |
176 | 0.430218 | 0.860436 | 0.569782 |
177 | 0.48282 | 0.96564 | 0.51718 |
178 | 0.449698 | 0.899396 | 0.550302 |
179 | 0.429913 | 0.859825 | 0.570087 |
180 | 0.425263 | 0.850525 | 0.574737 |
181 | 0.388165 | 0.77633 | 0.611835 |
182 | 0.377904 | 0.755807 | 0.622096 |
183 | 0.341941 | 0.683882 | 0.658059 |
184 | 0.313581 | 0.627163 | 0.686419 |
185 | 0.32995 | 0.659901 | 0.67005 |
186 | 0.322974 | 0.645947 | 0.677026 |
187 | 0.289947 | 0.579894 | 0.710053 |
188 | 0.262508 | 0.525017 | 0.737492 |
189 | 0.233275 | 0.466549 | 0.766725 |
190 | 0.213047 | 0.426094 | 0.786953 |
191 | 0.217301 | 0.434601 | 0.782699 |
192 | 0.198236 | 0.396471 | 0.801764 |
193 | 0.216879 | 0.433758 | 0.783121 |
194 | 0.203959 | 0.407919 | 0.796041 |
195 | 0.205037 | 0.410075 | 0.794963 |
196 | 0.21288 | 0.425761 | 0.78712 |
197 | 0.256587 | 0.513174 | 0.743413 |
198 | 0.237172 | 0.474344 | 0.762828 |
199 | 0.266971 | 0.533943 | 0.733029 |
200 | 0.23532 | 0.47064 | 0.76468 |
201 | 0.266179 | 0.532358 | 0.733821 |
202 | 0.245687 | 0.491373 | 0.754313 |
203 | 0.285444 | 0.570887 | 0.714556 |
204 | 0.250149 | 0.500298 | 0.749851 |
205 | 0.219349 | 0.438697 | 0.780651 |
206 | 0.200622 | 0.401245 | 0.799378 |
207 | 0.172059 | 0.344118 | 0.827941 |
208 | 0.201847 | 0.403694 | 0.798153 |
209 | 0.172432 | 0.344865 | 0.827568 |
210 | 0.175224 | 0.350448 | 0.824776 |
211 | 0.195241 | 0.390482 | 0.804759 |
212 | 0.186305 | 0.37261 | 0.813695 |
213 | 0.160828 | 0.321656 | 0.839172 |
214 | 0.203361 | 0.406723 | 0.796639 |
215 | 0.179478 | 0.358955 | 0.820522 |
216 | 0.169593 | 0.339186 | 0.830407 |
217 | 0.191001 | 0.382003 | 0.808999 |
218 | 0.161982 | 0.323964 | 0.838018 |
219 | 0.151819 | 0.303638 | 0.848181 |
220 | 0.161012 | 0.322025 | 0.838988 |
221 | 0.173948 | 0.347896 | 0.826052 |
222 | 0.169969 | 0.339939 | 0.830031 |
223 | 0.159824 | 0.319649 | 0.840176 |
224 | 0.13218 | 0.26436 | 0.86782 |
225 | 0.140833 | 0.281666 | 0.859167 |
226 | 0.164723 | 0.329446 | 0.835277 |
227 | 0.36209 | 0.72418 | 0.63791 |
228 | 0.338265 | 0.676529 | 0.661735 |
229 | 0.311364 | 0.622729 | 0.688636 |
230 | 0.295035 | 0.590069 | 0.704965 |
231 | 0.253549 | 0.507097 | 0.746451 |
232 | 0.283619 | 0.567238 | 0.716381 |
233 | 0.243482 | 0.486963 | 0.756518 |
234 | 0.202987 | 0.405973 | 0.797013 |
235 | 0.202114 | 0.404228 | 0.797886 |
236 | 0.180866 | 0.361731 | 0.819134 |
237 | 0.152005 | 0.304009 | 0.847995 |
238 | 0.117678 | 0.235357 | 0.882322 |
239 | 0.2312 | 0.4624 | 0.7688 |
240 | 0.224516 | 0.449031 | 0.775484 |
241 | 0.192353 | 0.384707 | 0.807647 |
242 | 0.383833 | 0.767667 | 0.616167 |
243 | 0.338753 | 0.677506 | 0.661247 |
244 | 0.276203 | 0.552405 | 0.723797 |
245 | 0.415812 | 0.831623 | 0.584188 |
246 | 0.332356 | 0.664713 | 0.667644 |
247 | 0.258097 | 0.516195 | 0.741903 |
248 | 0.392642 | 0.785285 | 0.607358 |
249 | 0.295071 | 0.590141 | 0.704929 |
250 | 0.206399 | 0.412798 | 0.793601 |
251 | 0.317981 | 0.635961 | 0.682019 |
252 | 0.869237 | 0.261527 | 0.130763 |
253 | 0.744936 | 0.510129 | 0.255064 |
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 | 21 | 0.0864198 | NOK |
10% type I error level | 32 | 0.131687 | NOK |