Multiple Linear Regression - Estimated Regression Equation |
Happiness[t] = + 14.7691 + 0.0127929Connected[t] + 0.0101041Separate[t] + 0.113394Learning[t] -0.00716003Software[t] -0.378113Depression[t] + 0.00658166Sport1[t] + 0.0257972Sport2[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) | 14.7691 | 1.8547 | 7.963 | 5.49553e-14 | 2.74777e-14 |
Connected | 0.0127929 | 0.0374239 | 0.3418 | 0.732754 | 0.366377 |
Separate | 0.0101041 | 0.0383217 | 0.2637 | 0.792251 | 0.396125 |
Learning | 0.113394 | 0.0666386 | 1.702 | 0.0900396 | 0.0450198 |
Software | -0.00716003 | 0.0688979 | -0.1039 | 0.917312 | 0.458656 |
Depression | -0.378113 | 0.039124 | -9.664 | 4.88043e-19 | 2.44021e-19 |
Sport1 | 0.00658166 | 0.040588 | 0.1622 | 0.87131 | 0.435655 |
Sport2 | 0.0257972 | 0.0605136 | 0.4263 | 0.670244 | 0.335122 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.602875 |
R-squared | 0.363458 |
Adjusted R-squared | 0.346053 |
F-TEST (value) | 20.8819 |
F-TEST (DF numerator) | 7 |
F-TEST (DF denominator) | 256 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.02058 |
Sum Squared Residuals | 1045.18 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 14 | 13.7027 | 0.297272 |
2 | 18 | 15.0296 | 2.97043 |
3 | 11 | 13.7779 | -2.77789 |
4 | 12 | 14.1183 | -2.11835 |
5 | 16 | 10.8188 | 5.18117 |
6 | 18 | 14.1009 | 3.89915 |
7 | 14 | 10.6346 | 3.36536 |
8 | 14 | 14.7998 | -0.799808 |
9 | 15 | 14.9516 | 0.0483504 |
10 | 15 | 14.06 | 0.939952 |
11 | 17 | 15.314 | 1.68598 |
12 | 19 | 15.4834 | 3.51664 |
13 | 10 | 13.19 | -3.19 |
14 | 16 | 13.3006 | 2.69936 |
15 | 18 | 15.5441 | 2.45588 |
16 | 14 | 13.1437 | 0.856269 |
17 | 14 | 13.5432 | 0.456818 |
18 | 17 | 15.6341 | 1.36588 |
19 | 14 | 15.3121 | -1.31207 |
20 | 16 | 13.6186 | 2.38145 |
21 | 18 | 15.1474 | 2.85257 |
22 | 11 | 13.4963 | -2.49632 |
23 | 14 | 14.3827 | -0.382725 |
24 | 12 | 13.4015 | -1.40151 |
25 | 17 | 15.1813 | 1.81865 |
26 | 9 | 15.7875 | -6.78752 |
27 | 16 | 14.7762 | 1.22379 |
28 | 14 | 13.0833 | 0.916716 |
29 | 15 | 13.6337 | 1.36627 |
30 | 11 | 13.714 | -2.71397 |
31 | 16 | 15.4815 | 0.518545 |
32 | 13 | 12.2763 | 0.72371 |
33 | 17 | 14.867 | 2.13299 |
34 | 15 | 15.0929 | -0.0929388 |
35 | 14 | 13.6638 | 0.336186 |
36 | 16 | 15.1732 | 0.826822 |
37 | 9 | 10.3297 | -1.32968 |
38 | 15 | 14.1039 | 0.896123 |
39 | 17 | 15.1018 | 1.89825 |
40 | 13 | 15.0495 | -2.04946 |
41 | 15 | 15.5534 | -0.553351 |
42 | 16 | 13.3742 | 2.62581 |
43 | 16 | 15.9208 | 0.0791677 |
44 | 12 | 12.9146 | -0.91456 |
45 | 15 | 14.4324 | 0.567586 |
46 | 11 | 13.3214 | -2.32145 |
47 | 15 | 15.2778 | -0.277775 |
48 | 15 | 14.678 | 0.322013 |
49 | 17 | 13.248 | 3.75205 |
50 | 13 | 14.5754 | -1.57539 |
51 | 16 | 15.1043 | 0.895702 |
52 | 14 | 13.1768 | 0.823231 |
53 | 11 | 11.3498 | -0.349804 |
54 | 12 | 13.6104 | -1.61037 |
55 | 12 | 13.6706 | -1.67063 |
56 | 15 | 13.3707 | 1.62935 |
57 | 16 | 14.0724 | 1.92763 |
58 | 15 | 15.3334 | -0.333433 |
59 | 12 | 15.0369 | -3.03692 |
60 | 12 | 13.2014 | -1.20138 |
61 | 8 | 10.3585 | -2.35847 |
62 | 13 | 14.4574 | -1.45744 |
63 | 11 | 14.4992 | -3.49919 |
64 | 14 | 12.8764 | 1.12356 |
65 | 15 | 13.5369 | 1.4631 |
66 | 10 | 15.0567 | -5.05665 |
67 | 11 | 12.6141 | -1.61407 |
68 | 12 | 14.3888 | -2.3888 |
69 | 15 | 13.4264 | 1.57356 |
70 | 15 | 13.5631 | 1.4369 |
71 | 14 | 13.3562 | 0.643803 |
72 | 16 | 12.5934 | 3.40661 |
73 | 15 | 14.3949 | 0.605139 |
74 | 15 | 15.3152 | -0.315221 |
75 | 13 | 14.8887 | -1.88871 |
76 | 12 | 12.0408 | -0.0408339 |
77 | 17 | 13.992 | 3.00798 |
78 | 13 | 12.4141 | 0.585899 |
79 | 15 | 13.6325 | 1.3675 |
80 | 13 | 15.0473 | -2.04731 |
81 | 15 | 14.8308 | 0.169244 |
82 | 15 | 15.5442 | -0.544221 |
83 | 16 | 14.2432 | 1.75677 |
84 | 15 | 14.2157 | 0.784258 |
85 | 14 | 14.051 | -0.0509639 |
86 | 15 | 13.9114 | 1.08862 |
87 | 14 | 14.2634 | -0.263429 |
88 | 13 | 12.7268 | 0.273188 |
89 | 7 | 10.3912 | -3.39118 |
90 | 17 | 13.5774 | 3.42264 |
91 | 13 | 12.9083 | 0.0917245 |
92 | 15 | 14.1375 | 0.862527 |
93 | 14 | 13.1826 | 0.817375 |
94 | 13 | 13.844 | -0.843988 |
95 | 16 | 14.9542 | 1.04579 |
96 | 12 | 12.8309 | -0.830891 |
97 | 14 | 14.8207 | -0.82072 |
98 | 17 | 14.9265 | 2.07352 |
99 | 15 | 14.9639 | 0.0361371 |
100 | 17 | 15.213 | 1.78703 |
101 | 12 | 12.9231 | -0.923132 |
102 | 16 | 15.1275 | 0.872505 |
103 | 11 | 14.4421 | -3.44215 |
104 | 15 | 13.0035 | 1.99654 |
105 | 9 | 11.3134 | -2.31342 |
106 | 16 | 15.0041 | 0.995938 |
107 | 15 | 12.9428 | 2.0572 |
108 | 10 | 12.8538 | -2.85383 |
109 | 10 | 9.05612 | 0.943883 |
110 | 15 | 13.8321 | 1.1679 |
111 | 11 | 13.1636 | -2.16358 |
112 | 13 | 15.2804 | -2.28045 |
113 | 14 | 11.7694 | 2.23057 |
114 | 18 | 14.0504 | 3.9496 |
115 | 16 | 15.6659 | 0.334096 |
116 | 14 | 13.003 | 0.99702 |
117 | 14 | 13.799 | 0.200983 |
118 | 14 | 15.0748 | -1.07485 |
119 | 14 | 13.6868 | 0.313158 |
120 | 12 | 12.4955 | -0.495482 |
121 | 14 | 13.553 | 0.44701 |
122 | 15 | 14.857 | 0.142955 |
123 | 15 | 16.0282 | -1.02821 |
124 | 15 | 14.6328 | 0.367227 |
125 | 13 | 14.7792 | -1.77918 |
126 | 17 | 16.2069 | 0.793066 |
127 | 17 | 15.416 | 1.58405 |
128 | 19 | 14.9326 | 4.06741 |
129 | 15 | 13.5257 | 1.47428 |
130 | 13 | 14.6461 | -1.64613 |
131 | 9 | 10.4098 | -1.40981 |
132 | 15 | 15.324 | -0.323999 |
133 | 15 | 12.4876 | 2.51242 |
134 | 15 | 14.2643 | 0.735674 |
135 | 16 | 13.7196 | 2.28043 |
136 | 11 | 9.26937 | 1.73063 |
137 | 14 | 13.3844 | 0.615623 |
138 | 11 | 11.8907 | -0.890749 |
139 | 15 | 14.1577 | 0.842311 |
140 | 13 | 13.6767 | -0.676661 |
141 | 15 | 14.7046 | 0.295398 |
142 | 16 | 13.7381 | 2.26188 |
143 | 14 | 14.7227 | -0.722726 |
144 | 15 | 14.2897 | 0.710299 |
145 | 16 | 14.5161 | 1.48395 |
146 | 16 | 14.5746 | 1.42541 |
147 | 11 | 13.4413 | -2.4413 |
148 | 12 | 14.7411 | -2.74112 |
149 | 9 | 11.4328 | -2.43283 |
150 | 16 | 14.1224 | 1.87757 |
151 | 13 | 12.5926 | 0.407438 |
152 | 16 | 15.4598 | 0.540177 |
153 | 12 | 14.4538 | -2.45384 |
154 | 9 | 11.5083 | -2.50825 |
155 | 13 | 11.6041 | 1.39587 |
156 | 13 | 12.9083 | 0.0917245 |
157 | 14 | 13.2533 | 0.746701 |
158 | 19 | 14.9326 | 4.06741 |
159 | 13 | 15.7284 | -2.72841 |
160 | 12 | 11.9025 | 0.0974567 |
161 | 13 | 12.5756 | 0.424373 |
162 | 10 | 9.24868 | 0.751323 |
163 | 14 | 13.1838 | 0.816184 |
164 | 16 | 11.6834 | 4.3166 |
165 | 10 | 12.0045 | -2.00453 |
166 | 11 | 8.96601 | 2.03399 |
167 | 14 | 14.2093 | -0.209337 |
168 | 12 | 12.8443 | -0.84425 |
169 | 9 | 12.7559 | -3.75595 |
170 | 9 | 11.9488 | -2.94884 |
171 | 11 | 10.5574 | 0.44259 |
172 | 16 | 14.4035 | 1.59654 |
173 | 9 | 14.1248 | -5.12484 |
174 | 13 | 11.2264 | 1.7736 |
175 | 16 | 13.4808 | 2.51917 |
176 | 13 | 15.3997 | -2.39967 |
177 | 9 | 12.3863 | -3.38633 |
178 | 12 | 11.4581 | 0.541935 |
179 | 16 | 14.7123 | 1.28767 |
180 | 11 | 13.2023 | -2.20229 |
181 | 14 | 14.3692 | -0.369229 |
182 | 13 | 14.82 | -1.81997 |
183 | 15 | 15.013 | -0.0130424 |
184 | 14 | 15.1772 | -1.1772 |
185 | 16 | 14 | 1.99996 |
186 | 13 | 11.7217 | 1.27828 |
187 | 14 | 13.7248 | 0.275158 |
188 | 15 | 14.2685 | 0.731459 |
189 | 13 | 12.4432 | 0.556846 |
190 | 11 | 10.2209 | 0.779065 |
191 | 11 | 12.6622 | -1.6622 |
192 | 14 | 15.2353 | -1.23533 |
193 | 15 | 12.7171 | 2.28294 |
194 | 11 | 12.7422 | -1.74217 |
195 | 15 | 13.2197 | 1.78032 |
196 | 12 | 14.2998 | -2.2998 |
197 | 14 | 11.8412 | 2.1588 |
198 | 14 | 13.5616 | 0.438357 |
199 | 8 | 11.2262 | -3.22617 |
200 | 13 | 13.8798 | -0.879806 |
201 | 9 | 12.3457 | -3.34567 |
202 | 15 | 13.8438 | 1.15618 |
203 | 17 | 14.118 | 2.88198 |
204 | 13 | 12.7669 | 0.233093 |
205 | 15 | 14.6023 | 0.397669 |
206 | 15 | 13.9224 | 1.07762 |
207 | 14 | 14.7672 | -0.767158 |
208 | 16 | 12.7792 | 3.22077 |
209 | 13 | 13.041 | -0.0410048 |
210 | 16 | 14.4721 | 1.52785 |
211 | 9 | 11.8375 | -2.83748 |
212 | 16 | 14.7738 | 1.22616 |
213 | 11 | 12.3543 | -1.35428 |
214 | 10 | 13.9884 | -3.98837 |
215 | 11 | 12.3438 | -1.3438 |
216 | 15 | 13.4658 | 1.53418 |
217 | 17 | 15.1355 | 1.86452 |
218 | 14 | 14.4778 | -0.477834 |
219 | 8 | 10.0118 | -2.01181 |
220 | 15 | 13.8262 | 1.17376 |
221 | 11 | 14.088 | -3.08799 |
222 | 16 | 13.779 | 2.22103 |
223 | 10 | 12.3106 | -2.3106 |
224 | 15 | 14.9912 | 0.00878247 |
225 | 9 | 9.57097 | -0.570968 |
226 | 16 | 14.3253 | 1.6747 |
227 | 19 | 14.0524 | 4.94762 |
228 | 12 | 13.8123 | -1.81225 |
229 | 8 | 9.54164 | -1.54164 |
230 | 11 | 13.5085 | -2.5085 |
231 | 14 | 13.9775 | 0.0224551 |
232 | 9 | 12.1638 | -3.16378 |
233 | 15 | 15.2008 | -0.200753 |
234 | 13 | 12.8005 | 0.199494 |
235 | 16 | 15.1358 | 0.86417 |
236 | 11 | 12.995 | -1.995 |
237 | 12 | 11.3183 | 0.681697 |
238 | 13 | 13.1556 | -0.155558 |
239 | 10 | 14.6056 | -4.6056 |
240 | 11 | 13.701 | -2.70096 |
241 | 12 | 14.9066 | -2.90658 |
242 | 8 | 10.8942 | -2.89423 |
243 | 12 | 11.7575 | 0.242513 |
244 | 12 | 12.3979 | -0.397899 |
245 | 15 | 13.7983 | 1.20168 |
246 | 11 | 10.7725 | 0.227476 |
247 | 13 | 12.9403 | 0.0596899 |
248 | 14 | 8.96357 | 5.03643 |
249 | 10 | 10.2628 | -0.262794 |
250 | 12 | 11.609 | 0.390962 |
251 | 15 | 12.957 | 2.04297 |
252 | 13 | 11.8963 | 1.10368 |
253 | 13 | 14.3341 | -1.33406 |
254 | 13 | 13.9837 | -0.983725 |
255 | 12 | 12.0197 | -0.01969 |
256 | 12 | 12.9248 | -0.924786 |
257 | 9 | 10.9816 | -1.9816 |
258 | 9 | 11.6531 | -2.65315 |
259 | 15 | 12.8083 | 2.19172 |
260 | 10 | 14.8149 | -4.81488 |
261 | 14 | 13.9039 | 0.0960751 |
262 | 15 | 13.7173 | 1.28271 |
263 | 7 | 9.93743 | -2.93743 |
264 | 14 | 14.0323 | -0.0322842 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
11 | 0.0237639 | 0.0475277 | 0.976236 |
12 | 0.708032 | 0.583937 | 0.291968 |
13 | 0.963512 | 0.0729762 | 0.0364881 |
14 | 0.937869 | 0.124263 | 0.0621313 |
15 | 0.941367 | 0.117266 | 0.0586332 |
16 | 0.910388 | 0.179225 | 0.0896125 |
17 | 0.947294 | 0.105412 | 0.0527058 |
18 | 0.920154 | 0.159691 | 0.0798457 |
19 | 0.884591 | 0.230819 | 0.115409 |
20 | 0.881869 | 0.236262 | 0.118131 |
21 | 0.912537 | 0.174927 | 0.0874633 |
22 | 0.910216 | 0.179569 | 0.0897844 |
23 | 0.911236 | 0.177527 | 0.0887636 |
24 | 0.882026 | 0.235947 | 0.117974 |
25 | 0.858687 | 0.282625 | 0.141313 |
26 | 0.99887 | 0.00225947 | 0.00112974 |
27 | 0.998222 | 0.00355579 | 0.0017779 |
28 | 0.9972 | 0.00560063 | 0.00280031 |
29 | 0.995749 | 0.00850232 | 0.00425116 |
30 | 0.997073 | 0.00585383 | 0.00292692 |
31 | 0.995589 | 0.00882178 | 0.00441089 |
32 | 0.993689 | 0.012623 | 0.0063115 |
33 | 0.992419 | 0.0151619 | 0.00758097 |
34 | 0.989087 | 0.0218259 | 0.010913 |
35 | 0.986586 | 0.0268275 | 0.0134137 |
36 | 0.981497 | 0.0370055 | 0.0185027 |
37 | 0.987363 | 0.0252734 | 0.0126367 |
38 | 0.982666 | 0.0346674 | 0.0173337 |
39 | 0.980217 | 0.0395658 | 0.0197829 |
40 | 0.980552 | 0.0388954 | 0.0194477 |
41 | 0.974583 | 0.0508342 | 0.0254171 |
42 | 0.972159 | 0.0556814 | 0.0278407 |
43 | 0.963465 | 0.0730692 | 0.0365346 |
44 | 0.957087 | 0.0858261 | 0.0429131 |
45 | 0.945035 | 0.109929 | 0.0549647 |
46 | 0.9544 | 0.0912009 | 0.0456004 |
47 | 0.942033 | 0.115934 | 0.057967 |
48 | 0.927045 | 0.14591 | 0.072955 |
49 | 0.938399 | 0.123203 | 0.0616013 |
50 | 0.934469 | 0.131062 | 0.0655311 |
51 | 0.92028 | 0.15944 | 0.0797199 |
52 | 0.902659 | 0.194681 | 0.0973407 |
53 | 0.888625 | 0.22275 | 0.111375 |
54 | 0.871588 | 0.256825 | 0.128412 |
55 | 0.864266 | 0.271469 | 0.135734 |
56 | 0.845751 | 0.308499 | 0.154249 |
57 | 0.83229 | 0.335419 | 0.16771 |
58 | 0.803356 | 0.393289 | 0.196644 |
59 | 0.845847 | 0.308306 | 0.154153 |
60 | 0.841421 | 0.317157 | 0.158579 |
61 | 0.85985 | 0.2803 | 0.14015 |
62 | 0.858683 | 0.282633 | 0.141317 |
63 | 0.909645 | 0.180711 | 0.0903554 |
64 | 0.89684 | 0.20632 | 0.10316 |
65 | 0.886506 | 0.226988 | 0.113494 |
66 | 0.95902 | 0.0819591 | 0.0409795 |
67 | 0.957492 | 0.0850161 | 0.042508 |
68 | 0.962747 | 0.0745061 | 0.037253 |
69 | 0.957731 | 0.0845376 | 0.0422688 |
70 | 0.951401 | 0.0971989 | 0.0485994 |
71 | 0.940928 | 0.118144 | 0.0590719 |
72 | 0.95423 | 0.0915403 | 0.0457701 |
73 | 0.944185 | 0.11163 | 0.0558148 |
74 | 0.933072 | 0.133857 | 0.0669285 |
75 | 0.928135 | 0.143731 | 0.0718653 |
76 | 0.914423 | 0.171154 | 0.0855772 |
77 | 0.926444 | 0.147111 | 0.0735555 |
78 | 0.912592 | 0.174816 | 0.0874078 |
79 | 0.903794 | 0.192412 | 0.096206 |
80 | 0.896852 | 0.206296 | 0.103148 |
81 | 0.878425 | 0.243151 | 0.121575 |
82 | 0.85879 | 0.28242 | 0.14121 |
83 | 0.85102 | 0.29796 | 0.14898 |
84 | 0.830349 | 0.339303 | 0.169651 |
85 | 0.804846 | 0.390307 | 0.195154 |
86 | 0.781172 | 0.437656 | 0.218828 |
87 | 0.752425 | 0.49515 | 0.247575 |
88 | 0.721557 | 0.556886 | 0.278443 |
89 | 0.79527 | 0.409459 | 0.20473 |
90 | 0.829327 | 0.341345 | 0.170673 |
91 | 0.804768 | 0.390464 | 0.195232 |
92 | 0.781173 | 0.437653 | 0.218827 |
93 | 0.757501 | 0.484997 | 0.242499 |
94 | 0.732482 | 0.535036 | 0.267518 |
95 | 0.705936 | 0.588129 | 0.294064 |
96 | 0.680176 | 0.639649 | 0.319824 |
97 | 0.652325 | 0.69535 | 0.347675 |
98 | 0.650849 | 0.698301 | 0.349151 |
99 | 0.616833 | 0.766335 | 0.383167 |
100 | 0.606949 | 0.786102 | 0.393051 |
101 | 0.582451 | 0.835098 | 0.417549 |
102 | 0.552846 | 0.894309 | 0.447154 |
103 | 0.601135 | 0.79773 | 0.398865 |
104 | 0.589977 | 0.820046 | 0.410023 |
105 | 0.60527 | 0.78946 | 0.39473 |
106 | 0.577837 | 0.844325 | 0.422163 |
107 | 0.570149 | 0.859703 | 0.429851 |
108 | 0.61051 | 0.778981 | 0.38949 |
109 | 0.582909 | 0.834181 | 0.417091 |
110 | 0.557326 | 0.885347 | 0.442674 |
111 | 0.562276 | 0.875448 | 0.437724 |
112 | 0.590966 | 0.818069 | 0.409034 |
113 | 0.588692 | 0.822616 | 0.411308 |
114 | 0.677824 | 0.644351 | 0.322176 |
115 | 0.646755 | 0.706489 | 0.353245 |
116 | 0.622172 | 0.755655 | 0.377828 |
117 | 0.589182 | 0.821636 | 0.410818 |
118 | 0.565315 | 0.869371 | 0.434685 |
119 | 0.531264 | 0.937472 | 0.468736 |
120 | 0.500102 | 0.999796 | 0.499898 |
121 | 0.469504 | 0.939007 | 0.530496 |
122 | 0.438881 | 0.877762 | 0.561119 |
123 | 0.412299 | 0.824598 | 0.587701 |
124 | 0.37991 | 0.759821 | 0.62009 |
125 | 0.368692 | 0.737384 | 0.631308 |
126 | 0.339704 | 0.679408 | 0.660296 |
127 | 0.327023 | 0.654046 | 0.672977 |
128 | 0.429974 | 0.859948 | 0.570026 |
129 | 0.413345 | 0.826691 | 0.586655 |
130 | 0.40218 | 0.804361 | 0.59782 |
131 | 0.386645 | 0.773289 | 0.613355 |
132 | 0.359315 | 0.718629 | 0.640685 |
133 | 0.38009 | 0.760181 | 0.61991 |
134 | 0.353229 | 0.706457 | 0.646771 |
135 | 0.364888 | 0.729776 | 0.635112 |
136 | 0.354394 | 0.708789 | 0.645606 |
137 | 0.325299 | 0.650597 | 0.674701 |
138 | 0.301269 | 0.602539 | 0.698731 |
139 | 0.275802 | 0.551603 | 0.724198 |
140 | 0.252556 | 0.505111 | 0.747444 |
141 | 0.225596 | 0.451193 | 0.774404 |
142 | 0.231356 | 0.462713 | 0.768644 |
143 | 0.206772 | 0.413544 | 0.793228 |
144 | 0.186137 | 0.372275 | 0.813863 |
145 | 0.174318 | 0.348636 | 0.825682 |
146 | 0.166582 | 0.333164 | 0.833418 |
147 | 0.175026 | 0.350053 | 0.824974 |
148 | 0.191285 | 0.38257 | 0.808715 |
149 | 0.207655 | 0.415309 | 0.792345 |
150 | 0.208583 | 0.417166 | 0.791417 |
151 | 0.188179 | 0.376358 | 0.811821 |
152 | 0.169164 | 0.338328 | 0.830836 |
153 | 0.18289 | 0.365781 | 0.81711 |
154 | 0.198151 | 0.396301 | 0.801849 |
155 | 0.184027 | 0.368054 | 0.815973 |
156 | 0.161206 | 0.322412 | 0.838794 |
157 | 0.143649 | 0.287299 | 0.856351 |
158 | 0.225486 | 0.450971 | 0.774514 |
159 | 0.243483 | 0.486966 | 0.756517 |
160 | 0.222937 | 0.445874 | 0.777063 |
161 | 0.200001 | 0.400002 | 0.799999 |
162 | 0.176875 | 0.353749 | 0.823125 |
163 | 0.156452 | 0.312904 | 0.843548 |
164 | 0.26243 | 0.52486 | 0.73757 |
165 | 0.258981 | 0.517961 | 0.741019 |
166 | 0.255042 | 0.510085 | 0.744958 |
167 | 0.226777 | 0.453555 | 0.773223 |
168 | 0.204767 | 0.409534 | 0.795233 |
169 | 0.261499 | 0.522997 | 0.738501 |
170 | 0.286357 | 0.572714 | 0.713643 |
171 | 0.258792 | 0.517584 | 0.741208 |
172 | 0.253822 | 0.507644 | 0.746178 |
173 | 0.418897 | 0.837794 | 0.581103 |
174 | 0.404938 | 0.809876 | 0.595062 |
175 | 0.427432 | 0.854864 | 0.572568 |
176 | 0.436632 | 0.873263 | 0.563368 |
177 | 0.494664 | 0.989327 | 0.505336 |
178 | 0.461064 | 0.922128 | 0.538936 |
179 | 0.438391 | 0.876781 | 0.561609 |
180 | 0.437838 | 0.875676 | 0.562162 |
181 | 0.400541 | 0.801081 | 0.599459 |
182 | 0.393501 | 0.787002 | 0.606499 |
183 | 0.356462 | 0.712925 | 0.643538 |
184 | 0.329788 | 0.659576 | 0.670212 |
185 | 0.344977 | 0.689953 | 0.655023 |
186 | 0.337544 | 0.675088 | 0.662456 |
187 | 0.303483 | 0.606965 | 0.696517 |
188 | 0.276539 | 0.553078 | 0.723461 |
189 | 0.245808 | 0.491617 | 0.754192 |
190 | 0.223275 | 0.446551 | 0.776725 |
191 | 0.227132 | 0.454264 | 0.772868 |
192 | 0.209027 | 0.418055 | 0.790973 |
193 | 0.226939 | 0.453878 | 0.773061 |
194 | 0.215045 | 0.430091 | 0.784955 |
195 | 0.214476 | 0.428953 | 0.785524 |
196 | 0.225849 | 0.451699 | 0.774151 |
197 | 0.27297 | 0.545941 | 0.72703 |
198 | 0.254746 | 0.509492 | 0.745254 |
199 | 0.288265 | 0.576529 | 0.711735 |
200 | 0.255384 | 0.510768 | 0.744616 |
201 | 0.292984 | 0.585968 | 0.707016 |
202 | 0.271384 | 0.542768 | 0.728616 |
203 | 0.333142 | 0.666284 | 0.666858 |
204 | 0.297182 | 0.594365 | 0.702818 |
205 | 0.263004 | 0.526007 | 0.736996 |
206 | 0.241565 | 0.48313 | 0.758435 |
207 | 0.210193 | 0.420385 | 0.789807 |
208 | 0.229728 | 0.459456 | 0.770272 |
209 | 0.197822 | 0.395644 | 0.802178 |
210 | 0.214542 | 0.429084 | 0.785458 |
211 | 0.242562 | 0.485124 | 0.757438 |
212 | 0.226758 | 0.453517 | 0.773242 |
213 | 0.199329 | 0.398658 | 0.800671 |
214 | 0.248915 | 0.49783 | 0.751085 |
215 | 0.221495 | 0.442991 | 0.778505 |
216 | 0.208172 | 0.416343 | 0.791828 |
217 | 0.241197 | 0.482393 | 0.758803 |
218 | 0.210509 | 0.421018 | 0.789491 |
219 | 0.196494 | 0.392989 | 0.803506 |
220 | 0.204039 | 0.408077 | 0.795961 |
221 | 0.212216 | 0.424432 | 0.787784 |
222 | 0.213314 | 0.426628 | 0.786686 |
223 | 0.197215 | 0.394431 | 0.802785 |
224 | 0.165167 | 0.330334 | 0.834833 |
225 | 0.149525 | 0.299049 | 0.850475 |
226 | 0.178414 | 0.356829 | 0.821586 |
227 | 0.370585 | 0.741169 | 0.629415 |
228 | 0.34718 | 0.694359 | 0.65282 |
229 | 0.320121 | 0.640242 | 0.679879 |
230 | 0.304918 | 0.609835 | 0.695082 |
231 | 0.262256 | 0.524512 | 0.737744 |
232 | 0.301634 | 0.603268 | 0.698366 |
233 | 0.256911 | 0.513821 | 0.743089 |
234 | 0.215101 | 0.430201 | 0.784899 |
235 | 0.21432 | 0.42864 | 0.78568 |
236 | 0.190026 | 0.380053 | 0.809974 |
237 | 0.15914 | 0.318279 | 0.84086 |
238 | 0.124005 | 0.24801 | 0.875995 |
239 | 0.241043 | 0.482087 | 0.758957 |
240 | 0.236472 | 0.472943 | 0.763528 |
241 | 0.204348 | 0.408697 | 0.795652 |
242 | 0.404087 | 0.808175 | 0.595913 |
243 | 0.359931 | 0.719861 | 0.640069 |
244 | 0.30004 | 0.600081 | 0.69996 |
245 | 0.429842 | 0.859683 | 0.570158 |
246 | 0.345092 | 0.690185 | 0.654908 |
247 | 0.26797 | 0.53594 | 0.73203 |
248 | 0.411868 | 0.823736 | 0.588132 |
249 | 0.318883 | 0.637766 | 0.681117 |
250 | 0.230601 | 0.461203 | 0.769399 |
251 | 0.356228 | 0.712456 | 0.643772 |
252 | 0.872688 | 0.254625 | 0.127312 |
253 | 0.750321 | 0.499358 | 0.249679 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 6 | 0.0246914 | NOK |
5% type I error level | 16 | 0.0658436 | NOK |
10% type I error level | 28 | 0.115226 | NOK |