Multiple Linear Regression - Estimated Regression Equation |
Happiness[t] = + 18.2138 + 0.00467834Connected[t] + 0.0119577Separate[t] + 0.0920534Learning[t] -0.0203603Software[t] -0.36232Depression[t] + 0.0259464Sport1[t] -0.321366Month[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) | 18.2138 | 2.63625 | 6.909 | 3.85665e-11 | 1.92833e-11 |
Connected | 0.00467834 | 0.0373876 | 0.1251 | 0.900518 | 0.450259 |
Separate | 0.0119577 | 0.0380846 | 0.314 | 0.753795 | 0.376897 |
Learning | 0.0920534 | 0.067129 | 1.371 | 0.171485 | 0.0857425 |
Software | -0.0203603 | 0.0687847 | -0.296 | 0.767469 | 0.383735 |
Depression | -0.36232 | 0.0393517 | -9.207 | 1.24078e-17 | 6.20389e-18 |
Sport1 | 0.0259464 | 0.0127859 | 2.029 | 0.0434632 | 0.0217316 |
Month | -0.321366 | 0.171891 | -1.87 | 0.0626827 | 0.0313413 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.609579 |
R-squared | 0.371587 |
Adjusted R-squared | 0.354403 |
F-TEST (value) | 21.625 |
F-TEST (DF numerator) | 7 |
F-TEST (DF denominator) | 256 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.00764 |
Sum Squared Residuals | 1031.83 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 14 | 13.9474 | 0.0526336 |
2 | 18 | 15.3035 | 2.6965 |
3 | 11 | 13.9639 | -2.96393 |
4 | 12 | 14.5103 | -2.51031 |
5 | 16 | 11.3102 | 4.68976 |
6 | 18 | 14.5011 | 3.49894 |
7 | 14 | 10.7834 | 3.21657 |
8 | 14 | 15.097 | -1.09696 |
9 | 15 | 15.2497 | -0.24967 |
10 | 15 | 14.4083 | 0.591712 |
11 | 17 | 15.5658 | 1.43424 |
12 | 19 | 15.6275 | 3.37247 |
13 | 10 | 13.4499 | -3.44991 |
14 | 16 | 13.5358 | 2.46416 |
15 | 18 | 15.8119 | 2.18807 |
16 | 14 | 13.4347 | 0.565328 |
17 | 14 | 13.9232 | 0.0767628 |
18 | 17 | 15.8481 | 1.15185 |
19 | 14 | 15.4287 | -1.42869 |
20 | 16 | 13.8511 | 2.14886 |
21 | 18 | 15.3851 | 2.6149 |
22 | 11 | 13.7576 | -2.7576 |
23 | 14 | 14.4959 | -0.495916 |
24 | 12 | 13.5903 | -1.59033 |
25 | 17 | 15.453 | 1.54697 |
26 | 9 | 16.011 | -7.01099 |
27 | 16 | 15.1641 | 0.83593 |
28 | 14 | 13.3696 | 0.63045 |
29 | 15 | 14.0503 | 0.949668 |
30 | 11 | 13.9885 | -2.98853 |
31 | 16 | 15.7885 | 0.2115 |
32 | 13 | 12.7385 | 0.261502 |
33 | 17 | 15.1694 | 1.8306 |
34 | 15 | 15.3455 | -0.34548 |
35 | 14 | 14.0936 | -0.0935648 |
36 | 16 | 15.5874 | 0.412569 |
37 | 9 | 10.9533 | -1.95335 |
38 | 15 | 14.4233 | 0.576725 |
39 | 17 | 15.4458 | 1.55419 |
40 | 13 | 15.3162 | -2.31617 |
41 | 15 | 15.8056 | -0.805623 |
42 | 16 | 13.7931 | 2.20694 |
43 | 16 | 15.9201 | 0.0798948 |
44 | 12 | 13.2417 | -1.2417 |
45 | 15 | 14.724 | 0.276008 |
46 | 11 | 13.7355 | -2.73555 |
47 | 15 | 15.4153 | -0.415299 |
48 | 15 | 14.9997 | 0.000282479 |
49 | 17 | 13.6784 | 3.32159 |
50 | 13 | 14.8868 | -1.88678 |
51 | 16 | 15.3583 | 0.641677 |
52 | 14 | 13.581 | 0.419016 |
53 | 11 | 11.839 | -0.838963 |
54 | 12 | 13.6793 | -1.6793 |
55 | 12 | 14.2296 | -2.22961 |
56 | 15 | 13.798 | 1.20204 |
57 | 16 | 14.3489 | 1.65111 |
58 | 15 | 15.5698 | -0.569766 |
59 | 12 | 15.3528 | -3.35277 |
60 | 12 | 13.5425 | -1.54248 |
61 | 8 | 10.8875 | -2.88752 |
62 | 13 | 14.7844 | -1.78437 |
63 | 11 | 14.8147 | -3.81474 |
64 | 14 | 13.2265 | 0.773463 |
65 | 15 | 13.7707 | 1.2293 |
66 | 10 | 14.9967 | -4.9967 |
67 | 11 | 12.512 | -1.51198 |
68 | 12 | 14.4426 | -2.44256 |
69 | 15 | 13.4456 | 1.55435 |
70 | 15 | 13.5526 | 1.44736 |
71 | 14 | 13.3943 | 0.605739 |
72 | 16 | 12.6306 | 3.36938 |
73 | 15 | 14.3889 | 0.611064 |
74 | 15 | 15.2072 | -0.207168 |
75 | 13 | 14.9045 | -1.90454 |
76 | 12 | 12.1146 | -0.11459 |
77 | 17 | 13.9299 | 3.0701 |
78 | 13 | 12.4096 | 0.590389 |
79 | 15 | 13.7419 | 1.25813 |
80 | 13 | 14.8648 | -1.86482 |
81 | 15 | 14.8777 | 0.122254 |
82 | 15 | 15.4161 | -0.416129 |
83 | 16 | 14.2505 | 1.74947 |
84 | 15 | 14.2335 | 0.766486 |
85 | 14 | 14.0821 | -0.0821449 |
86 | 15 | 13.9856 | 1.01444 |
87 | 14 | 14.232 | -0.232046 |
88 | 13 | 12.7133 | 0.286739 |
89 | 7 | 10.5308 | -3.53078 |
90 | 17 | 13.6809 | 3.31906 |
91 | 13 | 12.777 | 0.223019 |
92 | 15 | 14.1704 | 0.829643 |
93 | 14 | 13.3139 | 0.686089 |
94 | 13 | 13.9936 | -0.993592 |
95 | 16 | 14.9725 | 1.02752 |
96 | 12 | 12.7931 | -0.793076 |
97 | 14 | 14.8624 | -0.862449 |
98 | 17 | 14.9244 | 2.07556 |
99 | 15 | 15.0142 | -0.0141619 |
100 | 17 | 15.1449 | 1.8551 |
101 | 12 | 12.9376 | -0.937582 |
102 | 16 | 15.0042 | 0.995771 |
103 | 11 | 14.3684 | -3.36841 |
104 | 15 | 13.1224 | 1.87762 |
105 | 9 | 11.4025 | -2.40253 |
106 | 16 | 14.9034 | 1.09661 |
107 | 15 | 12.9319 | 2.06813 |
108 | 10 | 12.8022 | -2.80224 |
109 | 10 | 9.16347 | 0.83653 |
110 | 15 | 13.9085 | 1.09149 |
111 | 11 | 13.2128 | -2.21278 |
112 | 13 | 15.2788 | -2.27879 |
113 | 14 | 12.0683 | 1.93169 |
114 | 18 | 14.1049 | 3.89511 |
115 | 16 | 15.5563 | 0.44368 |
116 | 14 | 12.9855 | 1.01451 |
117 | 14 | 13.7916 | 0.208408 |
118 | 14 | 15.0752 | -1.07516 |
119 | 14 | 13.7373 | 0.262733 |
120 | 12 | 12.536 | -0.535962 |
121 | 14 | 13.5756 | 0.42439 |
122 | 15 | 14.9203 | 0.0796859 |
123 | 15 | 15.8888 | -0.888775 |
124 | 15 | 14.5639 | 0.4361 |
125 | 13 | 14.7714 | -1.77143 |
126 | 17 | 16.179 | 0.820977 |
127 | 17 | 15.3101 | 1.68992 |
128 | 19 | 14.8987 | 4.10133 |
129 | 15 | 13.5971 | 1.40289 |
130 | 13 | 14.6703 | -1.67034 |
131 | 9 | 10.6764 | -1.67638 |
132 | 15 | 15.3143 | -0.31432 |
133 | 15 | 12.6175 | 2.38245 |
134 | 15 | 14.2442 | 0.755785 |
135 | 16 | 13.766 | 2.23397 |
136 | 11 | 9.47537 | 1.52463 |
137 | 14 | 13.2967 | 0.70333 |
138 | 11 | 11.9719 | -0.971945 |
139 | 15 | 14.1872 | 0.812782 |
140 | 13 | 13.8355 | -0.835461 |
141 | 15 | 14.6443 | 0.355747 |
142 | 16 | 13.8875 | 2.11253 |
143 | 14 | 14.702 | -0.70203 |
144 | 15 | 14.3191 | 0.680913 |
145 | 16 | 14.6393 | 1.36071 |
146 | 16 | 14.489 | 1.51096 |
147 | 11 | 13.398 | -2.398 |
148 | 12 | 14.7095 | -2.70949 |
149 | 9 | 11.57 | -2.56995 |
150 | 16 | 14.2798 | 1.72015 |
151 | 13 | 12.6455 | 0.354526 |
152 | 16 | 15.4845 | 0.515511 |
153 | 12 | 14.5012 | -2.50119 |
154 | 9 | 11.9379 | -2.9379 |
155 | 13 | 11.7849 | 1.21511 |
156 | 13 | 12.777 | 0.223019 |
157 | 14 | 13.3846 | 0.615398 |
158 | 19 | 14.8987 | 4.10133 |
159 | 13 | 15.7093 | -2.70933 |
160 | 12 | 12.2037 | -0.203701 |
161 | 13 | 12.6166 | 0.38336 |
162 | 10 | 9.12583 | 0.874172 |
163 | 14 | 13.1056 | 0.894393 |
164 | 16 | 11.4122 | 4.58781 |
165 | 10 | 11.8277 | -1.82773 |
166 | 11 | 8.97515 | 2.02485 |
167 | 14 | 13.9545 | 0.0455415 |
168 | 12 | 12.7151 | -0.715137 |
169 | 9 | 12.5751 | -3.57505 |
170 | 9 | 11.8483 | -2.84835 |
171 | 11 | 10.406 | 0.593982 |
172 | 16 | 14.0384 | 1.96157 |
173 | 9 | 13.8661 | -4.86609 |
174 | 13 | 11.1707 | 1.82929 |
175 | 16 | 13.2003 | 2.79973 |
176 | 13 | 15.1667 | -2.16674 |
177 | 9 | 12.1554 | -3.15544 |
178 | 12 | 11.3678 | 0.632239 |
179 | 16 | 14.3948 | 1.60519 |
180 | 11 | 13.0679 | -2.0679 |
181 | 14 | 13.9218 | 0.0782458 |
182 | 13 | 14.5692 | -1.56917 |
183 | 15 | 14.5286 | 0.471416 |
184 | 14 | 14.8282 | -0.828154 |
185 | 16 | 13.9323 | 2.06771 |
186 | 13 | 11.5753 | 1.4247 |
187 | 14 | 13.4422 | 0.557779 |
188 | 15 | 14.1035 | 0.896499 |
189 | 13 | 12.3432 | 0.656759 |
190 | 11 | 10.1437 | 0.85628 |
191 | 11 | 12.5792 | -1.57915 |
192 | 14 | 14.8861 | -0.886136 |
193 | 15 | 12.6221 | 2.37789 |
194 | 11 | 12.3454 | -1.34536 |
195 | 15 | 12.9998 | 2.00015 |
196 | 12 | 13.9111 | -1.91112 |
197 | 14 | 11.6638 | 2.33621 |
198 | 14 | 13.3266 | 0.673372 |
199 | 8 | 11.0578 | -3.05783 |
200 | 13 | 13.6993 | -0.699267 |
201 | 9 | 12.0372 | -3.03721 |
202 | 15 | 13.6774 | 1.32264 |
203 | 17 | 13.9983 | 3.0017 |
204 | 13 | 12.4094 | 0.590607 |
205 | 15 | 14.3402 | 0.659773 |
206 | 15 | 13.635 | 1.36501 |
207 | 14 | 14.3914 | -0.391413 |
208 | 16 | 12.4159 | 3.5841 |
209 | 13 | 12.7945 | 0.205483 |
210 | 16 | 14.2413 | 1.75874 |
211 | 9 | 11.5939 | -2.59385 |
212 | 16 | 14.451 | 1.54901 |
213 | 11 | 12.1872 | -1.18721 |
214 | 10 | 13.7593 | -3.75926 |
215 | 11 | 12.0685 | -1.0685 |
216 | 15 | 13.1702 | 1.82982 |
217 | 17 | 14.8125 | 2.18749 |
218 | 14 | 14.1586 | -0.158614 |
219 | 8 | 9.91118 | -1.91118 |
220 | 15 | 13.5051 | 1.49489 |
221 | 11 | 13.8135 | -2.81354 |
222 | 16 | 13.5292 | 2.47081 |
223 | 10 | 12.0609 | -2.06095 |
224 | 15 | 14.7351 | 0.264925 |
225 | 9 | 9.65897 | -0.658974 |
226 | 16 | 14.2738 | 1.72619 |
227 | 19 | 13.7071 | 5.29285 |
228 | 12 | 13.632 | -1.63198 |
229 | 8 | 9.44085 | -1.44085 |
230 | 11 | 13.2838 | -2.28381 |
231 | 14 | 13.7654 | 0.234578 |
232 | 9 | 11.9457 | -2.94574 |
233 | 15 | 14.8297 | 0.170287 |
234 | 13 | 12.3458 | 0.654226 |
235 | 16 | 14.8208 | 1.1792 |
236 | 11 | 12.7706 | -1.7706 |
237 | 12 | 11.2691 | 0.730892 |
238 | 13 | 12.7095 | 0.290451 |
239 | 10 | 14.2963 | -4.29625 |
240 | 11 | 13.5089 | -2.50888 |
241 | 12 | 14.7895 | -2.78954 |
242 | 8 | 10.6328 | -2.63276 |
243 | 12 | 11.7118 | 0.288226 |
244 | 12 | 12.227 | -0.226961 |
245 | 15 | 13.4549 | 1.54515 |
246 | 11 | 10.7186 | 0.281409 |
247 | 13 | 12.682 | 0.317973 |
248 | 14 | 8.77538 | 5.22462 |
249 | 10 | 10.1671 | -0.167097 |
250 | 12 | 11.5156 | 0.484423 |
251 | 15 | 12.8442 | 2.15584 |
252 | 13 | 11.8582 | 1.14184 |
253 | 13 | 14.0929 | -1.09288 |
254 | 13 | 13.6634 | -0.663365 |
255 | 12 | 11.7524 | 0.247604 |
256 | 12 | 12.6008 | -0.600801 |
257 | 9 | 10.8507 | -1.85071 |
258 | 9 | 11.4192 | -2.4192 |
259 | 15 | 12.5347 | 2.46526 |
260 | 10 | 14.7633 | -4.76334 |
261 | 14 | 13.6334 | 0.366646 |
262 | 15 | 13.477 | 1.52302 |
263 | 7 | 9.80405 | -2.80405 |
264 | 14 | 13.8229 | 0.177135 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
11 | 0.0511641 | 0.102328 | 0.948836 |
12 | 0.897501 | 0.204997 | 0.102499 |
13 | 0.981815 | 0.0363699 | 0.0181849 |
14 | 0.98186 | 0.0362793 | 0.0181396 |
15 | 0.986465 | 0.027069 | 0.0135345 |
16 | 0.976008 | 0.0479843 | 0.0239922 |
17 | 0.966568 | 0.0668634 | 0.0334317 |
18 | 0.952286 | 0.0954278 | 0.0477139 |
19 | 0.934743 | 0.130514 | 0.0652572 |
20 | 0.929056 | 0.141888 | 0.070944 |
21 | 0.94011 | 0.11978 | 0.05989 |
22 | 0.965357 | 0.0692852 | 0.0346426 |
23 | 0.950376 | 0.0992479 | 0.0496239 |
24 | 0.937051 | 0.125897 | 0.0629487 |
25 | 0.916576 | 0.166848 | 0.0834238 |
26 | 0.998947 | 0.00210646 | 0.00105323 |
27 | 0.998342 | 0.00331686 | 0.00165843 |
28 | 0.997378 | 0.00524486 | 0.00262243 |
29 | 0.995978 | 0.00804499 | 0.0040225 |
30 | 0.997865 | 0.0042709 | 0.00213545 |
31 | 0.996708 | 0.00658329 | 0.00329165 |
32 | 0.995099 | 0.00980101 | 0.0049005 |
33 | 0.993988 | 0.0120237 | 0.00601185 |
34 | 0.99129 | 0.0174195 | 0.00870976 |
35 | 0.988224 | 0.0235521 | 0.0117761 |
36 | 0.983487 | 0.0330268 | 0.0165134 |
37 | 0.988104 | 0.0237928 | 0.0118964 |
38 | 0.983555 | 0.0328902 | 0.0164451 |
39 | 0.981197 | 0.0376064 | 0.0188032 |
40 | 0.981545 | 0.0369104 | 0.0184552 |
41 | 0.9759 | 0.0482002 | 0.0241001 |
42 | 0.97357 | 0.0528603 | 0.0264302 |
43 | 0.965371 | 0.0692583 | 0.0346291 |
44 | 0.958822 | 0.0823556 | 0.0411778 |
45 | 0.947017 | 0.105965 | 0.0529826 |
46 | 0.956493 | 0.0870138 | 0.0435069 |
47 | 0.944418 | 0.111165 | 0.0555825 |
48 | 0.929803 | 0.140394 | 0.0701968 |
49 | 0.943636 | 0.112728 | 0.0563642 |
50 | 0.940354 | 0.119292 | 0.0596459 |
51 | 0.927148 | 0.145703 | 0.0728516 |
52 | 0.91035 | 0.1793 | 0.0896499 |
53 | 0.895852 | 0.208296 | 0.104148 |
54 | 0.889004 | 0.221992 | 0.110996 |
55 | 0.882032 | 0.235936 | 0.117968 |
56 | 0.862781 | 0.274438 | 0.137219 |
57 | 0.849023 | 0.301955 | 0.150977 |
58 | 0.822183 | 0.355633 | 0.177817 |
59 | 0.858546 | 0.282909 | 0.141454 |
60 | 0.855162 | 0.289675 | 0.144838 |
61 | 0.876361 | 0.247278 | 0.123639 |
62 | 0.875146 | 0.249708 | 0.124854 |
63 | 0.925084 | 0.149832 | 0.0749159 |
64 | 0.913803 | 0.172395 | 0.0861973 |
65 | 0.903428 | 0.193143 | 0.0965716 |
66 | 0.915167 | 0.169666 | 0.0848331 |
67 | 0.91363 | 0.17274 | 0.0863701 |
68 | 0.905788 | 0.188424 | 0.0942119 |
69 | 0.938062 | 0.123877 | 0.0619384 |
70 | 0.942881 | 0.114239 | 0.0571195 |
71 | 0.935714 | 0.128572 | 0.064286 |
72 | 0.958136 | 0.0837271 | 0.0418636 |
73 | 0.949442 | 0.101115 | 0.0505577 |
74 | 0.938257 | 0.123486 | 0.0617431 |
75 | 0.931565 | 0.136869 | 0.0684347 |
76 | 0.917551 | 0.164898 | 0.0824492 |
77 | 0.934169 | 0.131663 | 0.0658313 |
78 | 0.921805 | 0.156389 | 0.0781947 |
79 | 0.914765 | 0.170471 | 0.0852353 |
80 | 0.907863 | 0.184274 | 0.092137 |
81 | 0.890782 | 0.218436 | 0.109218 |
82 | 0.872239 | 0.255522 | 0.127761 |
83 | 0.867072 | 0.265856 | 0.132928 |
84 | 0.84819 | 0.303621 | 0.15181 |
85 | 0.824616 | 0.350768 | 0.175384 |
86 | 0.801594 | 0.396812 | 0.198406 |
87 | 0.7743 | 0.4514 | 0.2257 |
88 | 0.745022 | 0.509956 | 0.254978 |
89 | 0.815675 | 0.36865 | 0.184325 |
90 | 0.846156 | 0.307689 | 0.153844 |
91 | 0.823613 | 0.352773 | 0.176387 |
92 | 0.800368 | 0.399265 | 0.199632 |
93 | 0.777963 | 0.444073 | 0.222037 |
94 | 0.755356 | 0.489289 | 0.244644 |
95 | 0.7295 | 0.540999 | 0.2705 |
96 | 0.705003 | 0.589995 | 0.294997 |
97 | 0.67887 | 0.64226 | 0.32113 |
98 | 0.676902 | 0.646195 | 0.323098 |
99 | 0.643296 | 0.713408 | 0.356704 |
100 | 0.633059 | 0.733882 | 0.366941 |
101 | 0.609885 | 0.78023 | 0.390115 |
102 | 0.580097 | 0.839806 | 0.419903 |
103 | 0.634311 | 0.731377 | 0.365689 |
104 | 0.620013 | 0.759975 | 0.379987 |
105 | 0.638745 | 0.722509 | 0.361255 |
106 | 0.611386 | 0.777228 | 0.388614 |
107 | 0.601623 | 0.796755 | 0.398377 |
108 | 0.63997 | 0.720059 | 0.36003 |
109 | 0.609804 | 0.780391 | 0.390196 |
110 | 0.582122 | 0.835757 | 0.417878 |
111 | 0.589652 | 0.820697 | 0.410348 |
112 | 0.620273 | 0.759454 | 0.379727 |
113 | 0.619169 | 0.761662 | 0.380831 |
114 | 0.69747 | 0.60506 | 0.30253 |
115 | 0.66705 | 0.6659 | 0.33295 |
116 | 0.641084 | 0.717832 | 0.358916 |
117 | 0.609376 | 0.781248 | 0.390624 |
118 | 0.586532 | 0.826937 | 0.413468 |
119 | 0.551428 | 0.897144 | 0.448572 |
120 | 0.519714 | 0.960572 | 0.480286 |
121 | 0.489657 | 0.979315 | 0.510343 |
122 | 0.456624 | 0.913247 | 0.543376 |
123 | 0.43026 | 0.860521 | 0.56974 |
124 | 0.397238 | 0.794475 | 0.602762 |
125 | 0.390137 | 0.780273 | 0.609863 |
126 | 0.35943 | 0.718861 | 0.64057 |
127 | 0.342813 | 0.685626 | 0.657187 |
128 | 0.441023 | 0.882046 | 0.558977 |
129 | 0.420466 | 0.840933 | 0.579534 |
130 | 0.410982 | 0.821964 | 0.589018 |
131 | 0.400573 | 0.801147 | 0.599427 |
132 | 0.370818 | 0.741635 | 0.629182 |
133 | 0.386377 | 0.772754 | 0.613623 |
134 | 0.357205 | 0.71441 | 0.642795 |
135 | 0.364326 | 0.728652 | 0.635674 |
136 | 0.351847 | 0.703693 | 0.648153 |
137 | 0.322974 | 0.645948 | 0.677026 |
138 | 0.299535 | 0.599071 | 0.700465 |
139 | 0.273399 | 0.546799 | 0.726601 |
140 | 0.250355 | 0.50071 | 0.749645 |
141 | 0.2235 | 0.446999 | 0.7765 |
142 | 0.227135 | 0.45427 | 0.772865 |
143 | 0.202976 | 0.405951 | 0.797024 |
144 | 0.182511 | 0.365022 | 0.817489 |
145 | 0.169103 | 0.338205 | 0.830897 |
146 | 0.161449 | 0.322898 | 0.838551 |
147 | 0.168356 | 0.336712 | 0.831644 |
148 | 0.186183 | 0.372367 | 0.813817 |
149 | 0.206912 | 0.413824 | 0.793088 |
150 | 0.203245 | 0.40649 | 0.796755 |
151 | 0.18047 | 0.360939 | 0.81953 |
152 | 0.160409 | 0.320818 | 0.839591 |
153 | 0.173106 | 0.346212 | 0.826894 |
154 | 0.212536 | 0.425072 | 0.787464 |
155 | 0.19081 | 0.38162 | 0.80919 |
156 | 0.171207 | 0.342415 | 0.828793 |
157 | 0.149345 | 0.29869 | 0.850655 |
158 | 0.22207 | 0.444141 | 0.77793 |
159 | 0.249662 | 0.499323 | 0.750338 |
160 | 0.223822 | 0.447643 | 0.776178 |
161 | 0.197252 | 0.394504 | 0.802748 |
162 | 0.174728 | 0.349456 | 0.825272 |
163 | 0.154001 | 0.308002 | 0.845999 |
164 | 0.254154 | 0.508308 | 0.745846 |
165 | 0.251271 | 0.502542 | 0.748729 |
166 | 0.248556 | 0.497112 | 0.751444 |
167 | 0.220838 | 0.441676 | 0.779162 |
168 | 0.199847 | 0.399694 | 0.800153 |
169 | 0.254985 | 0.509971 | 0.745015 |
170 | 0.280901 | 0.561802 | 0.719099 |
171 | 0.25368 | 0.50736 | 0.74632 |
172 | 0.250739 | 0.501479 | 0.749261 |
173 | 0.409219 | 0.818439 | 0.590781 |
174 | 0.397361 | 0.794722 | 0.602639 |
175 | 0.4225 | 0.845001 | 0.5775 |
176 | 0.43165 | 0.8633 | 0.56835 |
177 | 0.481673 | 0.963346 | 0.518327 |
178 | 0.448202 | 0.896405 | 0.551798 |
179 | 0.429262 | 0.858524 | 0.570738 |
180 | 0.427935 | 0.85587 | 0.572065 |
181 | 0.390633 | 0.781266 | 0.609367 |
182 | 0.379654 | 0.759307 | 0.620346 |
183 | 0.344009 | 0.688018 | 0.655991 |
184 | 0.315914 | 0.631828 | 0.684086 |
185 | 0.332988 | 0.665976 | 0.667012 |
186 | 0.32519 | 0.65038 | 0.67481 |
187 | 0.291787 | 0.583575 | 0.708213 |
188 | 0.264455 | 0.52891 | 0.735545 |
189 | 0.23459 | 0.46918 | 0.76541 |
190 | 0.214357 | 0.428715 | 0.785643 |
191 | 0.219953 | 0.439905 | 0.780047 |
192 | 0.200463 | 0.400926 | 0.799537 |
193 | 0.218483 | 0.436966 | 0.781517 |
194 | 0.205638 | 0.411276 | 0.794362 |
195 | 0.207211 | 0.414422 | 0.792789 |
196 | 0.215392 | 0.430784 | 0.784608 |
197 | 0.263165 | 0.52633 | 0.736835 |
198 | 0.245304 | 0.490609 | 0.754696 |
199 | 0.27558 | 0.551161 | 0.72442 |
200 | 0.243097 | 0.486195 | 0.756903 |
201 | 0.273307 | 0.546615 | 0.726693 |
202 | 0.253127 | 0.506254 | 0.746873 |
203 | 0.301221 | 0.602443 | 0.698779 |
204 | 0.266358 | 0.532716 | 0.733642 |
205 | 0.234373 | 0.468745 | 0.765627 |
206 | 0.215289 | 0.430579 | 0.784711 |
207 | 0.184972 | 0.369943 | 0.815028 |
208 | 0.210522 | 0.421045 | 0.789478 |
209 | 0.180221 | 0.360443 | 0.819779 |
210 | 0.188383 | 0.376765 | 0.811617 |
211 | 0.210126 | 0.420252 | 0.789874 |
212 | 0.200374 | 0.400748 | 0.799626 |
213 | 0.174709 | 0.349418 | 0.825291 |
214 | 0.214993 | 0.429986 | 0.785007 |
215 | 0.189962 | 0.379923 | 0.810038 |
216 | 0.180471 | 0.360942 | 0.819529 |
217 | 0.210267 | 0.420534 | 0.789733 |
218 | 0.180871 | 0.361742 | 0.819129 |
219 | 0.169503 | 0.339007 | 0.830497 |
220 | 0.182837 | 0.365673 | 0.817163 |
221 | 0.19217 | 0.38434 | 0.80783 |
222 | 0.186563 | 0.373126 | 0.813437 |
223 | 0.172505 | 0.345011 | 0.827495 |
224 | 0.143244 | 0.286489 | 0.856756 |
225 | 0.140682 | 0.281364 | 0.859318 |
226 | 0.169468 | 0.338936 | 0.830532 |
227 | 0.363809 | 0.727618 | 0.636191 |
228 | 0.334222 | 0.668443 | 0.665778 |
229 | 0.308059 | 0.616118 | 0.691941 |
230 | 0.290952 | 0.581903 | 0.709048 |
231 | 0.250537 | 0.501073 | 0.749463 |
232 | 0.288341 | 0.576682 | 0.711659 |
233 | 0.245414 | 0.490828 | 0.754586 |
234 | 0.205449 | 0.410899 | 0.794551 |
235 | 0.204604 | 0.409208 | 0.795396 |
236 | 0.181633 | 0.363266 | 0.818367 |
237 | 0.152219 | 0.304438 | 0.847781 |
238 | 0.118315 | 0.236629 | 0.881685 |
239 | 0.228584 | 0.457169 | 0.771416 |
240 | 0.216847 | 0.433695 | 0.783153 |
241 | 0.18757 | 0.37514 | 0.81243 |
242 | 0.388369 | 0.776739 | 0.611631 |
243 | 0.345589 | 0.691178 | 0.654411 |
244 | 0.285192 | 0.570385 | 0.714808 |
245 | 0.400345 | 0.80069 | 0.599655 |
246 | 0.317399 | 0.634798 | 0.682601 |
247 | 0.240402 | 0.480805 | 0.759598 |
248 | 0.386986 | 0.773971 | 0.613014 |
249 | 0.289961 | 0.579921 | 0.710039 |
250 | 0.203081 | 0.406163 | 0.796919 |
251 | 0.3211 | 0.642199 | 0.6789 |
252 | 0.838429 | 0.323141 | 0.161571 |
253 | 0.698472 | 0.603056 | 0.301528 |
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 | 20 | 0.0823045 | NOK |
10% type I error level | 29 | 0.119342 | NOK |