Multiple Linear Regression - Estimated Regression Equation |
Happiness[t] = + 15.357 + 0.118945Learning[t] -0.00609477Software[t] -0.377726Depression[t] + 0.0236104Sport1[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) | 15.357 | 1.41524 | 10.85 | 7.37376e-23 | 3.68688e-23 |
Learning | 0.118945 | 0.0655586 | 1.814 | 0.0707842 | 0.0353921 |
Software | -0.00609477 | 0.0684053 | -0.0891 | 0.929073 | 0.464536 |
Depression | -0.377726 | 0.0386127 | -9.782 | 1.95395e-19 | 9.76973e-20 |
Sport1 | 0.0236104 | 0.0126714 | 1.863 | 0.0635554 | 0.0317777 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.601733 |
R-squared | 0.362083 |
Adjusted R-squared | 0.352231 |
F-TEST (value) | 36.7523 |
F-TEST (DF numerator) | 4 |
F-TEST (DF denominator) | 259 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.01101 |
Sum Squared Residuals | 1047.44 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 14 | 13.5487 | 0.45126 |
2 | 18 | 14.9977 | 3.00229 |
3 | 11 | 13.7956 | -2.79561 |
4 | 12 | 14.1537 | -2.15374 |
5 | 16 | 10.8051 | 5.1949 |
6 | 18 | 14.1512 | 3.84881 |
7 | 14 | 10.4852 | 3.51485 |
8 | 14 | 14.7896 | -0.789646 |
9 | 15 | 14.919 | 0.081046 |
10 | 15 | 13.9702 | 1.02977 |
11 | 17 | 15.2871 | 1.71291 |
12 | 19 | 15.4401 | 3.55991 |
13 | 10 | 13.1029 | -3.10294 |
14 | 16 | 13.1798 | 2.82017 |
15 | 18 | 15.5644 | 2.43556 |
16 | 14 | 13.1492 | 0.85077 |
17 | 14 | 13.5628 | 0.437204 |
18 | 17 | 15.5854 | 1.41456 |
19 | 14 | 15.1647 | -1.16472 |
20 | 16 | 13.6223 | 2.37771 |
21 | 18 | 15.1629 | 2.83708 |
22 | 11 | 13.5043 | -2.50428 |
23 | 14 | 14.2799 | -0.279925 |
24 | 12 | 13.227 | -1.22705 |
25 | 17 | 15.1814 | 1.81861 |
26 | 9 | 15.7891 | -6.78908 |
27 | 16 | 14.8385 | 1.16147 |
28 | 14 | 13.019 | 0.980971 |
29 | 15 | 13.7404 | 1.25962 |
30 | 11 | 13.6327 | -2.63269 |
31 | 16 | 15.5573 | 0.442713 |
32 | 13 | 12.3446 | 0.655392 |
33 | 17 | 14.8603 | 2.13969 |
34 | 15 | 15.0152 | -0.0152217 |
35 | 14 | 13.7858 | 0.214223 |
36 | 16 | 15.1583 | 0.841731 |
37 | 9 | 10.4245 | -1.42449 |
38 | 15 | 14.0927 | 0.907328 |
39 | 17 | 15.2163 | 1.78375 |
40 | 13 | 15.051 | -2.05098 |
41 | 15 | 15.5468 | -0.546759 |
42 | 16 | 13.4317 | 2.56834 |
43 | 16 | 15.8976 | 0.102417 |
44 | 12 | 12.9008 | -0.900813 |
45 | 15 | 14.4354 | 0.564634 |
46 | 11 | 13.2873 | -2.28728 |
47 | 15 | 15.0781 | -0.0780917 |
48 | 15 | 14.6899 | 0.310122 |
49 | 17 | 13.2743 | 3.72569 |
50 | 13 | 14.5648 | -1.56484 |
51 | 16 | 15.0974 | 0.902567 |
52 | 14 | 13.255 | 0.745032 |
53 | 11 | 11.3995 | -0.399545 |
54 | 12 | 13.3565 | -1.35652 |
55 | 12 | 13.7295 | -1.72945 |
56 | 15 | 13.303 | 1.69702 |
57 | 16 | 14.0237 | 1.97633 |
58 | 15 | 15.3693 | -0.369297 |
59 | 12 | 15.0204 | -3.02038 |
60 | 12 | 13.186 | -1.18596 |
61 | 8 | 10.4385 | -2.43846 |
62 | 13 | 14.4722 | -1.47222 |
63 | 11 | 14.5309 | -3.53086 |
64 | 14 | 12.8947 | 1.10528 |
65 | 15 | 13.5515 | 1.44854 |
66 | 10 | 15.0336 | -5.03363 |
67 | 11 | 12.5496 | -1.54958 |
68 | 12 | 14.6218 | -2.62177 |
69 | 15 | 13.2882 | 1.71183 |
70 | 15 | 13.5279 | 1.47211 |
71 | 14 | 13.1691 | 0.830896 |
72 | 16 | 12.5642 | 3.43579 |
73 | 15 | 14.4146 | 0.585361 |
74 | 15 | 15.2645 | -0.264492 |
75 | 13 | 15.0152 | -2.01522 |
76 | 12 | 12.0362 | -0.0362037 |
77 | 17 | 13.9231 | 3.07687 |
78 | 13 | 12.4008 | 0.599193 |
79 | 15 | 13.7377 | 1.26234 |
80 | 13 | 15.0624 | -2.06236 |
81 | 15 | 14.8972 | 0.10283 |
82 | 15 | 15.4637 | -0.463738 |
83 | 16 | 14.2588 | 1.74116 |
84 | 15 | 14.2413 | 0.758678 |
85 | 14 | 14.1067 | -0.106687 |
86 | 15 | 13.8277 | 1.17233 |
87 | 14 | 14.2833 | -0.28334 |
88 | 13 | 12.796 | 0.203992 |
89 | 7 | 10.4107 | -3.41075 |
90 | 17 | 13.5426 | 3.45744 |
91 | 13 | 12.8967 | 0.103332 |
92 | 15 | 14.0945 | 0.905502 |
93 | 14 | 13.3382 | 0.661847 |
94 | 13 | 13.9974 | -0.997357 |
95 | 16 | 14.933 | 1.06703 |
96 | 12 | 12.7663 | -0.766343 |
97 | 14 | 14.8918 | -0.891844 |
98 | 17 | 14.9444 | 2.05561 |
99 | 15 | 14.9784 | 0.0216357 |
100 | 17 | 15.1919 | 1.80813 |
101 | 12 | 12.873 | -0.872974 |
102 | 16 | 15.1186 | 0.881399 |
103 | 11 | 14.4774 | -3.47739 |
104 | 15 | 13.0146 | 1.98536 |
105 | 9 | 11.2588 | -2.25882 |
106 | 16 | 14.9453 | 1.05472 |
107 | 15 | 12.8197 | 2.18034 |
108 | 10 | 12.8021 | -2.8021 |
109 | 10 | 8.76229 | 1.23771 |
110 | 15 | 13.9057 | 1.09435 |
111 | 11 | 13.256 | -2.25603 |
112 | 13 | 15.2347 | -2.2347 |
113 | 14 | 12.0675 | 1.9325 |
114 | 18 | 13.985 | 4.01498 |
115 | 16 | 15.672 | 0.328037 |
116 | 14 | 12.9297 | 1.07025 |
117 | 14 | 13.6449 | 0.355117 |
118 | 14 | 15.0658 | -1.06578 |
119 | 14 | 13.646 | 0.354019 |
120 | 12 | 12.4453 | -0.445268 |
121 | 14 | 13.6871 | 0.312933 |
122 | 15 | 14.7764 | 0.223561 |
123 | 15 | 15.9473 | -0.947326 |
124 | 15 | 14.6305 | 0.369532 |
125 | 13 | 14.8789 | -1.87889 |
126 | 17 | 16.1833 | 0.816694 |
127 | 17 | 15.2819 | 1.71812 |
128 | 19 | 14.8437 | 4.15627 |
129 | 15 | 13.5068 | 1.49324 |
130 | 13 | 14.7205 | -1.72048 |
131 | 9 | 10.4831 | -1.48313 |
132 | 15 | 15.2521 | -0.252054 |
133 | 15 | 12.586 | 2.41396 |
134 | 15 | 14.1635 | 0.836497 |
135 | 16 | 13.7867 | 2.21329 |
136 | 11 | 9.43565 | 1.56435 |
137 | 14 | 13.2734 | 0.726623 |
138 | 11 | 11.8357 | -0.835748 |
139 | 15 | 14.0916 | 0.908386 |
140 | 13 | 13.7069 | -0.706901 |
141 | 15 | 14.709 | 0.290984 |
142 | 16 | 13.7814 | 2.21862 |
143 | 14 | 14.7854 | -0.785377 |
144 | 15 | 14.4783 | 0.521682 |
145 | 16 | 14.444 | 1.55602 |
146 | 16 | 14.6804 | 1.31959 |
147 | 11 | 13.3363 | -2.33629 |
148 | 12 | 14.8027 | -2.80273 |
149 | 9 | 11.3952 | -2.39515 |
150 | 16 | 13.9779 | 2.02209 |
151 | 13 | 12.5058 | 0.494224 |
152 | 16 | 15.482 | 0.517977 |
153 | 12 | 14.3907 | -2.39074 |
154 | 9 | 11.4257 | -2.42575 |
155 | 13 | 11.5402 | 1.45981 |
156 | 13 | 12.8967 | 0.103332 |
157 | 14 | 13.2076 | 0.792377 |
158 | 19 | 14.8437 | 4.15627 |
159 | 13 | 15.7768 | -2.77677 |
160 | 12 | 11.9197 | 0.0802586 |
161 | 13 | 12.44 | 0.560018 |
162 | 10 | 9.33516 | 0.664844 |
163 | 14 | 13.3598 | 0.640187 |
164 | 16 | 11.6752 | 4.32478 |
165 | 10 | 11.9811 | -1.98106 |
166 | 11 | 9.08491 | 1.91509 |
167 | 14 | 14.264 | -0.264039 |
168 | 12 | 13.0512 | -1.05122 |
169 | 9 | 12.7225 | -3.72254 |
170 | 9 | 12.1114 | -3.11143 |
171 | 11 | 10.4979 | 0.502126 |
172 | 16 | 14.3542 | 1.64583 |
173 | 9 | 14.0322 | -5.03224 |
174 | 13 | 11.3565 | 1.64353 |
175 | 16 | 13.5007 | 2.49933 |
176 | 13 | 15.5162 | -2.51616 |
177 | 9 | 12.2974 | -3.29743 |
178 | 12 | 11.5595 | 0.440509 |
179 | 16 | 14.7659 | 1.23413 |
180 | 11 | 13.1884 | -2.18845 |
181 | 14 | 14.3069 | -0.306911 |
182 | 13 | 14.8111 | -1.81114 |
183 | 15 | 15.0232 | -0.0232268 |
184 | 14 | 15.1796 | -1.17956 |
185 | 16 | 14.1817 | 1.81829 |
186 | 13 | 11.8045 | 1.19547 |
187 | 14 | 13.771 | 0.229019 |
188 | 15 | 14.263 | 0.736978 |
189 | 13 | 12.6095 | 0.390517 |
190 | 11 | 10.1429 | 0.857135 |
191 | 11 | 12.9358 | -1.9358 |
192 | 14 | 15.1805 | -1.18045 |
193 | 15 | 12.7292 | 2.27076 |
194 | 11 | 12.6133 | -1.61326 |
195 | 15 | 13.2541 | 1.74592 |
196 | 12 | 14.188 | -2.18801 |
197 | 14 | 11.8936 | 2.10635 |
198 | 14 | 13.5751 | 0.42485 |
199 | 8 | 11.2544 | -3.25438 |
200 | 13 | 14.0945 | -1.0945 |
201 | 9 | 12.3947 | -3.39471 |
202 | 15 | 14.0576 | 0.94236 |
203 | 17 | 14.2263 | 2.77371 |
204 | 13 | 12.698 | 0.302046 |
205 | 15 | 14.6373 | 0.362668 |
206 | 15 | 13.9108 | 1.08918 |
207 | 14 | 14.6672 | -0.667201 |
208 | 16 | 12.7488 | 3.25121 |
209 | 13 | 12.969 | 0.0310352 |
210 | 16 | 14.5307 | 1.46926 |
211 | 9 | 11.8009 | -2.80088 |
212 | 16 | 14.5394 | 1.46056 |
213 | 11 | 12.3291 | -1.32912 |
214 | 10 | 14.0472 | -4.04715 |
215 | 11 | 12.3475 | -1.34749 |
216 | 15 | 13.5855 | 1.41453 |
217 | 17 | 15.1639 | 1.83613 |
218 | 14 | 14.3882 | -0.388185 |
219 | 8 | 9.98475 | -1.98475 |
220 | 15 | 13.7159 | 1.28412 |
221 | 11 | 14.0918 | -3.09178 |
222 | 16 | 13.7979 | 2.20207 |
223 | 10 | 12.3466 | -2.3466 |
224 | 15 | 15.0299 | -0.0298536 |
225 | 9 | 9.81334 | -0.813338 |
226 | 16 | 14.3363 | 1.6637 |
227 | 19 | 14.0812 | 4.91879 |
228 | 12 | 13.9221 | -1.92207 |
229 | 8 | 9.48109 | -1.48109 |
230 | 11 | 13.4717 | -2.47173 |
231 | 14 | 14.0103 | -0.0102953 |
232 | 9 | 12.0237 | -3.02374 |
233 | 15 | 15.1934 | -0.193372 |
234 | 13 | 12.6912 | 0.308757 |
235 | 16 | 15.1427 | 0.857296 |
236 | 11 | 12.969 | -1.96896 |
237 | 12 | 11.1692 | 0.830785 |
238 | 13 | 13.1002 | -0.100183 |
239 | 10 | 14.7319 | -4.7319 |
240 | 11 | 13.671 | -2.67098 |
241 | 12 | 15.036 | -3.03599 |
242 | 8 | 10.7918 | -2.79181 |
243 | 12 | 11.8539 | 0.146092 |
244 | 12 | 12.3813 | -0.381341 |
245 | 15 | 13.7281 | 1.27193 |
246 | 11 | 10.8101 | 0.189865 |
247 | 13 | 12.9069 | 0.0930524 |
248 | 14 | 8.84271 | 5.15729 |
249 | 10 | 10.5032 | -0.5032 |
250 | 12 | 11.9372 | 0.0628232 |
251 | 15 | 12.9872 | 2.01275 |
252 | 13 | 11.924 | 1.07599 |
253 | 13 | 14.2691 | -1.26908 |
254 | 13 | 13.9947 | -0.99473 |
255 | 12 | 11.9075 | 0.0924882 |
256 | 12 | 12.8711 | -0.871148 |
257 | 9 | 11.0255 | -2.02547 |
258 | 9 | 11.6382 | -2.6382 |
259 | 15 | 12.7522 | 2.2478 |
260 | 10 | 14.7523 | -4.7523 |
261 | 14 | 14.0524 | -0.0524386 |
262 | 15 | 13.665 | 1.33499 |
263 | 7 | 9.77656 | -2.77656 |
264 | 14 | 14.1346 | -0.134566 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
8 | 0.883879 | 0.232243 | 0.116121 |
9 | 0.793053 | 0.413895 | 0.206947 |
10 | 0.687546 | 0.624908 | 0.312454 |
11 | 0.675444 | 0.649112 | 0.324556 |
12 | 0.950391 | 0.0992173 | 0.0496086 |
13 | 0.986566 | 0.0268683 | 0.0134341 |
14 | 0.983199 | 0.0336022 | 0.0168011 |
15 | 0.981507 | 0.0369854 | 0.0184927 |
16 | 0.971095 | 0.0578101 | 0.028905 |
17 | 0.958919 | 0.0821628 | 0.0410814 |
18 | 0.945881 | 0.108238 | 0.0541192 |
19 | 0.928193 | 0.143615 | 0.0718074 |
20 | 0.916523 | 0.166954 | 0.0834771 |
21 | 0.921038 | 0.157924 | 0.0789622 |
22 | 0.95634 | 0.0873197 | 0.0436598 |
23 | 0.93916 | 0.12168 | 0.0608401 |
24 | 0.934374 | 0.131251 | 0.0656256 |
25 | 0.916609 | 0.166781 | 0.0833906 |
26 | 0.996564 | 0.00687131 | 0.00343566 |
27 | 0.994971 | 0.0100586 | 0.00502931 |
28 | 0.992638 | 0.0147246 | 0.00736232 |
29 | 0.989455 | 0.0210899 | 0.0105449 |
30 | 0.994209 | 0.0115819 | 0.00579097 |
31 | 0.991568 | 0.0168634 | 0.00843172 |
32 | 0.988345 | 0.0233096 | 0.0116548 |
33 | 0.986784 | 0.0264321 | 0.013216 |
34 | 0.981959 | 0.0360829 | 0.0180414 |
35 | 0.976292 | 0.0474157 | 0.0237079 |
36 | 0.968282 | 0.0634352 | 0.0317176 |
37 | 0.977246 | 0.0455072 | 0.0227536 |
38 | 0.969995 | 0.0600098 | 0.0300049 |
39 | 0.965155 | 0.0696891 | 0.0348445 |
40 | 0.965905 | 0.0681893 | 0.0340947 |
41 | 0.956605 | 0.0867895 | 0.0433947 |
42 | 0.954042 | 0.0919154 | 0.0459577 |
43 | 0.941976 | 0.116047 | 0.0580237 |
44 | 0.93196 | 0.136079 | 0.0680397 |
45 | 0.915362 | 0.169276 | 0.0846381 |
46 | 0.92807 | 0.14386 | 0.0719299 |
47 | 0.910664 | 0.178673 | 0.0893364 |
48 | 0.890658 | 0.218683 | 0.109342 |
49 | 0.912368 | 0.175264 | 0.087632 |
50 | 0.907824 | 0.184352 | 0.0921759 |
51 | 0.891122 | 0.217756 | 0.108878 |
52 | 0.869601 | 0.260797 | 0.130399 |
53 | 0.851302 | 0.297397 | 0.148698 |
54 | 0.841291 | 0.317418 | 0.158709 |
55 | 0.830619 | 0.338762 | 0.169381 |
56 | 0.809337 | 0.381327 | 0.190663 |
57 | 0.795565 | 0.40887 | 0.204435 |
58 | 0.764043 | 0.471914 | 0.235957 |
59 | 0.805119 | 0.389763 | 0.194881 |
60 | 0.800265 | 0.39947 | 0.199735 |
61 | 0.823281 | 0.353439 | 0.176719 |
62 | 0.81897 | 0.362061 | 0.18103 |
63 | 0.880262 | 0.239476 | 0.119738 |
64 | 0.866315 | 0.26737 | 0.133685 |
65 | 0.854632 | 0.290737 | 0.145368 |
66 | 0.944656 | 0.110689 | 0.0553444 |
67 | 0.942887 | 0.114227 | 0.0571134 |
68 | 0.951023 | 0.0979537 | 0.0489769 |
69 | 0.947385 | 0.10523 | 0.0526149 |
70 | 0.940747 | 0.118506 | 0.0592529 |
71 | 0.929553 | 0.140894 | 0.070447 |
72 | 0.946854 | 0.106292 | 0.053146 |
73 | 0.936017 | 0.127965 | 0.0639827 |
74 | 0.922852 | 0.154297 | 0.0771485 |
75 | 0.922081 | 0.155839 | 0.0779193 |
76 | 0.907952 | 0.184096 | 0.0920479 |
77 | 0.923865 | 0.15227 | 0.0761349 |
78 | 0.909724 | 0.180551 | 0.0902756 |
79 | 0.897998 | 0.204003 | 0.102002 |
80 | 0.895914 | 0.208172 | 0.104086 |
81 | 0.877537 | 0.244927 | 0.122463 |
82 | 0.857631 | 0.284739 | 0.142369 |
83 | 0.849997 | 0.300006 | 0.150003 |
84 | 0.829421 | 0.341159 | 0.170579 |
85 | 0.804584 | 0.390832 | 0.195416 |
86 | 0.784469 | 0.431063 | 0.215531 |
87 | 0.756607 | 0.486787 | 0.243393 |
88 | 0.726505 | 0.546991 | 0.273495 |
89 | 0.802446 | 0.395108 | 0.197554 |
90 | 0.839553 | 0.320893 | 0.160447 |
91 | 0.815888 | 0.368223 | 0.184112 |
92 | 0.79453 | 0.410941 | 0.20547 |
93 | 0.76897 | 0.462061 | 0.23103 |
94 | 0.749888 | 0.500224 | 0.250112 |
95 | 0.727211 | 0.545577 | 0.272789 |
96 | 0.701717 | 0.596565 | 0.298283 |
97 | 0.67637 | 0.647261 | 0.32363 |
98 | 0.676051 | 0.647897 | 0.323949 |
99 | 0.642546 | 0.714909 | 0.357454 |
100 | 0.635835 | 0.72833 | 0.364165 |
101 | 0.609554 | 0.780891 | 0.390446 |
102 | 0.58208 | 0.835841 | 0.41792 |
103 | 0.650339 | 0.699322 | 0.349661 |
104 | 0.644734 | 0.710532 | 0.355266 |
105 | 0.661484 | 0.677033 | 0.338516 |
106 | 0.637016 | 0.725967 | 0.362984 |
107 | 0.639935 | 0.72013 | 0.360065 |
108 | 0.668571 | 0.662858 | 0.331429 |
109 | 0.644633 | 0.710735 | 0.355367 |
110 | 0.619186 | 0.761627 | 0.380814 |
111 | 0.629194 | 0.741612 | 0.370806 |
112 | 0.638804 | 0.722392 | 0.361196 |
113 | 0.634975 | 0.730049 | 0.365025 |
114 | 0.718837 | 0.562326 | 0.281163 |
115 | 0.689078 | 0.621845 | 0.310922 |
116 | 0.665975 | 0.66805 | 0.334025 |
117 | 0.633633 | 0.732734 | 0.366367 |
118 | 0.610428 | 0.779145 | 0.389572 |
119 | 0.576828 | 0.846343 | 0.423172 |
120 | 0.544478 | 0.911044 | 0.455522 |
121 | 0.510071 | 0.979858 | 0.489929 |
122 | 0.475354 | 0.950707 | 0.524646 |
123 | 0.446177 | 0.892354 | 0.553823 |
124 | 0.412672 | 0.825344 | 0.587328 |
125 | 0.405756 | 0.811513 | 0.594244 |
126 | 0.37673 | 0.753459 | 0.62327 |
127 | 0.369144 | 0.738288 | 0.630856 |
128 | 0.476162 | 0.952324 | 0.523838 |
129 | 0.457975 | 0.915951 | 0.542025 |
130 | 0.448444 | 0.896889 | 0.551556 |
131 | 0.439958 | 0.879915 | 0.560042 |
132 | 0.406897 | 0.813795 | 0.593103 |
133 | 0.418369 | 0.836737 | 0.581631 |
134 | 0.39044 | 0.780879 | 0.60956 |
135 | 0.397802 | 0.795605 | 0.602198 |
136 | 0.380006 | 0.760012 | 0.619994 |
137 | 0.351606 | 0.703212 | 0.648394 |
138 | 0.327199 | 0.654399 | 0.672801 |
139 | 0.301249 | 0.602498 | 0.698751 |
140 | 0.277052 | 0.554105 | 0.722948 |
141 | 0.249074 | 0.498147 | 0.750926 |
142 | 0.253772 | 0.507545 | 0.746228 |
143 | 0.228858 | 0.457716 | 0.771142 |
144 | 0.205607 | 0.411215 | 0.794393 |
145 | 0.193892 | 0.387784 | 0.806108 |
146 | 0.184304 | 0.368608 | 0.815696 |
147 | 0.191606 | 0.383211 | 0.808394 |
148 | 0.210917 | 0.421834 | 0.789083 |
149 | 0.22828 | 0.456559 | 0.77172 |
150 | 0.226736 | 0.453472 | 0.773264 |
151 | 0.20326 | 0.406519 | 0.79674 |
152 | 0.18165 | 0.3633 | 0.81835 |
153 | 0.19283 | 0.385661 | 0.80717 |
154 | 0.207098 | 0.414196 | 0.792902 |
155 | 0.194503 | 0.389005 | 0.805497 |
156 | 0.171033 | 0.342066 | 0.828967 |
157 | 0.152343 | 0.304686 | 0.847657 |
158 | 0.239839 | 0.479678 | 0.760161 |
159 | 0.258172 | 0.516344 | 0.741828 |
160 | 0.232597 | 0.465193 | 0.767403 |
161 | 0.208676 | 0.417351 | 0.791324 |
162 | 0.186548 | 0.373097 | 0.813452 |
163 | 0.167812 | 0.335625 | 0.832188 |
164 | 0.287505 | 0.57501 | 0.712495 |
165 | 0.282893 | 0.565786 | 0.717107 |
166 | 0.278874 | 0.557748 | 0.721126 |
167 | 0.250184 | 0.500368 | 0.749816 |
168 | 0.229277 | 0.458554 | 0.770723 |
169 | 0.289422 | 0.578844 | 0.710578 |
170 | 0.323236 | 0.646472 | 0.676764 |
171 | 0.293695 | 0.58739 | 0.706305 |
172 | 0.287926 | 0.575851 | 0.712074 |
173 | 0.460844 | 0.921688 | 0.539156 |
174 | 0.448394 | 0.896789 | 0.551606 |
175 | 0.473758 | 0.947516 | 0.526242 |
176 | 0.488593 | 0.977187 | 0.511407 |
177 | 0.545725 | 0.90855 | 0.454275 |
178 | 0.512613 | 0.974774 | 0.487387 |
179 | 0.490197 | 0.980393 | 0.509803 |
180 | 0.491781 | 0.983562 | 0.508219 |
181 | 0.454181 | 0.908363 | 0.545819 |
182 | 0.447752 | 0.895504 | 0.552248 |
183 | 0.409995 | 0.81999 | 0.590005 |
184 | 0.382253 | 0.764506 | 0.617747 |
185 | 0.387068 | 0.774137 | 0.612932 |
186 | 0.374711 | 0.749422 | 0.625289 |
187 | 0.340352 | 0.680703 | 0.659648 |
188 | 0.314768 | 0.629536 | 0.685232 |
189 | 0.281214 | 0.562429 | 0.718786 |
190 | 0.258373 | 0.516746 | 0.741627 |
191 | 0.26937 | 0.53874 | 0.73063 |
192 | 0.246594 | 0.493188 | 0.753406 |
193 | 0.268043 | 0.536087 | 0.731957 |
194 | 0.254287 | 0.508574 | 0.745713 |
195 | 0.252519 | 0.505038 | 0.747481 |
196 | 0.258945 | 0.517889 | 0.741055 |
197 | 0.305865 | 0.61173 | 0.694135 |
198 | 0.28689 | 0.57378 | 0.71311 |
199 | 0.323385 | 0.646771 | 0.676615 |
200 | 0.292986 | 0.585971 | 0.707014 |
201 | 0.345039 | 0.690078 | 0.654961 |
202 | 0.314577 | 0.629155 | 0.685423 |
203 | 0.36028 | 0.720561 | 0.63972 |
204 | 0.32255 | 0.645099 | 0.67745 |
205 | 0.288589 | 0.577178 | 0.711411 |
206 | 0.268106 | 0.536212 | 0.731894 |
207 | 0.235282 | 0.470563 | 0.764718 |
208 | 0.268291 | 0.536583 | 0.731709 |
209 | 0.234452 | 0.468904 | 0.765548 |
210 | 0.242351 | 0.484702 | 0.757649 |
211 | 0.273142 | 0.546284 | 0.726858 |
212 | 0.271825 | 0.54365 | 0.728175 |
213 | 0.241649 | 0.483299 | 0.758351 |
214 | 0.300189 | 0.600378 | 0.699811 |
215 | 0.271848 | 0.543696 | 0.728152 |
216 | 0.253773 | 0.507546 | 0.746227 |
217 | 0.287888 | 0.575775 | 0.712112 |
218 | 0.255923 | 0.511846 | 0.744077 |
219 | 0.240881 | 0.481761 | 0.759119 |
220 | 0.261854 | 0.523709 | 0.738146 |
221 | 0.277289 | 0.554577 | 0.722711 |
222 | 0.275249 | 0.550498 | 0.724751 |
223 | 0.261269 | 0.522537 | 0.738731 |
224 | 0.224166 | 0.448331 | 0.775834 |
225 | 0.220887 | 0.441774 | 0.779113 |
226 | 0.2543 | 0.5086 | 0.7457 |
227 | 0.46756 | 0.93512 | 0.53244 |
228 | 0.442272 | 0.884544 | 0.557728 |
229 | 0.416886 | 0.833773 | 0.583114 |
230 | 0.40535 | 0.8107 | 0.59465 |
231 | 0.366089 | 0.732179 | 0.633911 |
232 | 0.418914 | 0.837829 | 0.581086 |
233 | 0.377366 | 0.754731 | 0.622634 |
234 | 0.329096 | 0.658192 | 0.670904 |
235 | 0.332575 | 0.665151 | 0.667425 |
236 | 0.308673 | 0.617346 | 0.691327 |
237 | 0.267867 | 0.535733 | 0.732133 |
238 | 0.222107 | 0.444214 | 0.777893 |
239 | 0.391838 | 0.783676 | 0.608162 |
240 | 0.378158 | 0.756316 | 0.621842 |
241 | 0.352017 | 0.704034 | 0.647983 |
242 | 0.583813 | 0.832374 | 0.416187 |
243 | 0.546214 | 0.907571 | 0.453786 |
244 | 0.493177 | 0.986353 | 0.506823 |
245 | 0.550317 | 0.899367 | 0.449683 |
246 | 0.49199 | 0.98398 | 0.50801 |
247 | 0.421982 | 0.843963 | 0.578018 |
248 | 0.624285 | 0.751429 | 0.375715 |
249 | 0.537852 | 0.924295 | 0.462148 |
250 | 0.441749 | 0.883498 | 0.558251 |
251 | 0.650565 | 0.69887 | 0.349435 |
252 | 0.920297 | 0.159406 | 0.0797031 |
253 | 0.891107 | 0.217786 | 0.108893 |
254 | 0.825791 | 0.348417 | 0.174209 |
255 | 0.734717 | 0.530565 | 0.265283 |
256 | 0.625641 | 0.748718 | 0.374359 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 1 | 0.00401606 | OK |
5% type I error level | 14 | 0.0562249 | NOK |
10% type I error level | 25 | 0.100402 | NOK |