Multiple Linear Regression - Estimated Regression Equation |
Happiness[t] = + 12.8069 + 0.0046016Connected[t] + 0.0115701Separate[t] + 0.0797831Learning[t] -0.0411911Software[t] -0.363249Depression[t] + 0.0253404Sport1[t] + 0.361015Month[t] -0.00790136t + 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) | 12.8069 | 4.10803 | 3.118 | 0.00203281 | 0.00101641 |
Connected | 0.0046016 | 0.0372475 | 0.1235 | 0.901776 | 0.450888 |
Separate | 0.0115701 | 0.0379425 | 0.3049 | 0.760663 | 0.380331 |
Learning | 0.0797831 | 0.0672605 | 1.186 | 0.236655 | 0.118327 |
Software | -0.0411911 | 0.0695991 | -0.5918 | 0.554486 | 0.277243 |
Depression | -0.363249 | 0.0392079 | -9.265 | 8.46015e-18 | 4.23008e-18 |
Sport1 | 0.0253404 | 0.0127429 | 1.989 | 0.0478165 | 0.0239083 |
Month | 0.361015 | 0.433885 | 0.8321 | 0.406158 | 0.203079 |
t | -0.00790136 | 0.00461614 | -1.712 | 0.088171 | 0.0440855 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.615406 |
R-squared | 0.378725 |
Adjusted R-squared | 0.359234 |
F-TEST (value) | 19.4308 |
F-TEST (DF numerator) | 8 |
F-TEST (DF denominator) | 255 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.00011 |
Sum Squared Residuals | 1020.11 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 14 | 14.2034 | -0.203375 |
2 | 18 | 15.5209 | 2.47915 |
3 | 11 | 14.0603 | -3.0603 |
4 | 12 | 14.8373 | -2.83728 |
5 | 16 | 11.4802 | 4.51983 |
6 | 18 | 14.748 | 3.25198 |
7 | 14 | 10.912 | 3.08802 |
8 | 14 | 15.2173 | -1.21734 |
9 | 15 | 15.4209 | -0.420876 |
10 | 15 | 14.6166 | 0.383425 |
11 | 17 | 15.7366 | 1.26335 |
12 | 19 | 15.7649 | 3.23514 |
13 | 10 | 13.5644 | -3.56441 |
14 | 16 | 13.6708 | 2.32916 |
15 | 18 | 15.828 | 2.172 |
16 | 14 | 13.5454 | 0.45464 |
17 | 14 | 14.0575 | -0.057463 |
18 | 17 | 15.8639 | 1.13611 |
19 | 14 | 15.4973 | -1.4973 |
20 | 16 | 13.9199 | 2.08012 |
21 | 18 | 15.4642 | 2.53583 |
22 | 11 | 13.8034 | -2.8034 |
23 | 14 | 14.4832 | -0.48319 |
24 | 12 | 13.6449 | -1.64487 |
25 | 17 | 15.4537 | 1.54627 |
26 | 9 | 15.9883 | -6.9883 |
27 | 16 | 15.208 | 0.791969 |
28 | 14 | 13.3345 | 0.665462 |
29 | 15 | 14.0338 | 0.966166 |
30 | 11 | 14.0379 | -3.03786 |
31 | 16 | 15.7728 | 0.227168 |
32 | 13 | 12.8452 | 0.154836 |
33 | 17 | 15.1959 | 1.80407 |
34 | 15 | 15.287 | -0.286999 |
35 | 14 | 14.0586 | -0.0586386 |
36 | 16 | 15.7033 | 0.296707 |
37 | 9 | 11.0143 | -2.01435 |
38 | 15 | 14.3661 | 0.633924 |
39 | 17 | 15.398 | 1.60203 |
40 | 13 | 15.2634 | -2.26344 |
41 | 15 | 15.7431 | -0.743121 |
42 | 16 | 13.7001 | 2.29987 |
43 | 16 | 15.7015 | 0.298461 |
44 | 12 | 13.1885 | -1.18848 |
45 | 15 | 14.6571 | 0.34293 |
46 | 11 | 13.652 | -2.65199 |
47 | 15 | 15.2701 | -0.270102 |
48 | 15 | 14.8704 | 0.129587 |
49 | 17 | 13.524 | 3.47596 |
50 | 13 | 14.7335 | -1.7335 |
51 | 16 | 15.1318 | 0.868175 |
52 | 14 | 13.4569 | 0.543137 |
53 | 11 | 11.6874 | -0.687364 |
54 | 12 | 13.4521 | -1.45211 |
55 | 12 | 14.2517 | -2.25173 |
56 | 15 | 13.7173 | 1.28268 |
57 | 16 | 14.1137 | 1.88634 |
58 | 15 | 15.3354 | -0.335361 |
59 | 12 | 15.1376 | -3.13761 |
60 | 12 | 13.3261 | -1.32607 |
61 | 8 | 10.7832 | -2.78315 |
62 | 13 | 14.5088 | -1.50883 |
63 | 11 | 14.4877 | -3.48773 |
64 | 14 | 12.994 | 1.006 |
65 | 15 | 13.4859 | 1.51407 |
66 | 10 | 15.337 | -5.337 |
67 | 11 | 12.8149 | -1.81489 |
68 | 12 | 14.804 | -2.80402 |
69 | 15 | 13.8514 | 1.14859 |
70 | 15 | 13.8983 | 1.10169 |
71 | 14 | 13.8913 | 0.108719 |
72 | 16 | 13.0139 | 2.98606 |
73 | 15 | 14.6377 | 0.362334 |
74 | 15 | 15.457 | -0.456974 |
75 | 13 | 15.2084 | -2.20836 |
76 | 12 | 12.4542 | -0.454175 |
77 | 17 | 14.1996 | 2.80039 |
78 | 13 | 12.7125 | 0.287476 |
79 | 15 | 14.0522 | 0.947808 |
80 | 13 | 15.1489 | -2.14894 |
81 | 15 | 15.1338 | -0.133777 |
82 | 15 | 15.6704 | -0.670424 |
83 | 16 | 14.5066 | 1.4934 |
84 | 15 | 14.5031 | 0.496893 |
85 | 14 | 14.3495 | -0.349524 |
86 | 15 | 14.2881 | 0.711865 |
87 | 14 | 14.4466 | -0.446575 |
88 | 13 | 12.9273 | 0.0727257 |
89 | 7 | 10.7323 | -3.73227 |
90 | 17 | 13.9794 | 3.02064 |
91 | 13 | 12.892 | 0.108009 |
92 | 15 | 14.3367 | 0.663264 |
93 | 14 | 13.485 | 0.514961 |
94 | 13 | 14.1843 | -1.18435 |
95 | 16 | 15.1585 | 0.84151 |
96 | 12 | 12.9113 | -0.911251 |
97 | 14 | 15.0569 | -1.05694 |
98 | 17 | 15.0454 | 1.9546 |
99 | 15 | 15.197 | -0.196995 |
100 | 17 | 15.2115 | 1.7885 |
101 | 12 | 13.0555 | -1.05549 |
102 | 16 | 14.9776 | 1.02242 |
103 | 11 | 14.4948 | -3.49477 |
104 | 15 | 13.2117 | 1.7883 |
105 | 9 | 11.506 | -2.50599 |
106 | 16 | 14.9514 | 1.04856 |
107 | 15 | 12.9809 | 2.0191 |
108 | 10 | 12.8774 | -2.87736 |
109 | 10 | 9.35633 | 0.643674 |
110 | 15 | 13.93 | 1.07001 |
111 | 11 | 13.1907 | -2.19074 |
112 | 13 | 15.2911 | -2.29112 |
113 | 14 | 12.1515 | 1.84849 |
114 | 18 | 14.1923 | 3.80772 |
115 | 16 | 15.4963 | 0.503737 |
116 | 14 | 12.9795 | 1.0205 |
117 | 14 | 13.8748 | 0.125175 |
118 | 14 | 15.1048 | -1.10479 |
119 | 14 | 13.6823 | 0.31772 |
120 | 12 | 12.5525 | -0.552529 |
121 | 14 | 13.4974 | 0.502572 |
122 | 15 | 14.8816 | 0.118407 |
123 | 15 | 15.7748 | -0.774811 |
124 | 15 | 14.477 | 0.523044 |
125 | 13 | 14.6186 | -1.61863 |
126 | 17 | 16.1306 | 0.869364 |
127 | 17 | 15.2132 | 1.78684 |
128 | 19 | 14.8569 | 4.14312 |
129 | 15 | 13.5472 | 1.45282 |
130 | 13 | 14.587 | -1.58696 |
131 | 9 | 10.6332 | -1.63324 |
132 | 15 | 15.2519 | -0.251922 |
133 | 15 | 12.5402 | 2.45983 |
134 | 15 | 14.107 | 0.892966 |
135 | 16 | 13.604 | 2.39598 |
136 | 11 | 9.40594 | 1.59406 |
137 | 14 | 13.1505 | 0.849454 |
138 | 11 | 11.8917 | -0.891735 |
139 | 15 | 14.1271 | 0.872913 |
140 | 13 | 13.7548 | -0.754828 |
141 | 15 | 14.5265 | 0.473542 |
142 | 16 | 13.7303 | 2.2697 |
143 | 14 | 14.3889 | -0.38886 |
144 | 15 | 14.1036 | 0.896362 |
145 | 16 | 14.5419 | 1.45808 |
146 | 16 | 14.1906 | 1.80944 |
147 | 11 | 13.1788 | -2.17878 |
148 | 12 | 14.4406 | -2.44057 |
149 | 9 | 11.3856 | -2.38559 |
150 | 16 | 14.1624 | 1.83765 |
151 | 13 | 12.3332 | 0.666804 |
152 | 16 | 15.2479 | 0.752129 |
153 | 12 | 14.3153 | -2.31531 |
154 | 9 | 11.0416 | -2.04163 |
155 | 13 | 11.6092 | 1.39079 |
156 | 13 | 12.3784 | 0.621597 |
157 | 14 | 13.2049 | 0.795112 |
158 | 19 | 14.6198 | 4.38016 |
159 | 13 | 15.3702 | -2.37018 |
160 | 12 | 11.9577 | 0.0423036 |
161 | 13 | 12.362 | 0.637966 |
162 | 10 | 9.50284 | 0.497162 |
163 | 14 | 13.5285 | 0.471459 |
164 | 16 | 11.6315 | 4.36855 |
165 | 10 | 12.1529 | -2.15286 |
166 | 11 | 9.40591 | 1.59409 |
167 | 14 | 14.2598 | -0.259795 |
168 | 12 | 13.0325 | -1.03253 |
169 | 9 | 12.8476 | -3.84764 |
170 | 9 | 12.0807 | -3.08074 |
171 | 11 | 10.836 | 0.163982 |
172 | 16 | 14.2605 | 1.73949 |
173 | 9 | 14.1678 | -5.16777 |
174 | 13 | 11.5755 | 1.42454 |
175 | 16 | 13.4503 | 2.54971 |
176 | 13 | 15.3906 | -2.39056 |
177 | 9 | 12.4706 | -3.4706 |
178 | 12 | 11.6534 | 0.346573 |
179 | 16 | 14.6354 | 1.36461 |
180 | 11 | 13.3351 | -2.33513 |
181 | 14 | 14.085 | -0.0849515 |
182 | 13 | 14.9072 | -1.90718 |
183 | 15 | 14.5674 | 0.432637 |
184 | 14 | 14.9665 | -0.966486 |
185 | 16 | 14.145 | 1.85499 |
186 | 13 | 11.6785 | 1.32147 |
187 | 14 | 13.5524 | 0.447563 |
188 | 15 | 14.3454 | 0.654598 |
189 | 13 | 12.6097 | 0.390341 |
190 | 11 | 10.4297 | 0.570255 |
191 | 11 | 12.696 | -1.69602 |
192 | 14 | 14.9489 | -0.948917 |
193 | 15 | 12.9157 | 2.08429 |
194 | 11 | 12.4169 | -1.41687 |
195 | 15 | 13.1191 | 1.88094 |
196 | 12 | 13.9566 | -1.95659 |
197 | 14 | 11.7426 | 2.25744 |
198 | 14 | 13.3316 | 0.668372 |
199 | 8 | 11.1549 | -3.15495 |
200 | 13 | 13.6989 | -0.698859 |
201 | 9 | 12.0305 | -3.0305 |
202 | 15 | 13.7341 | 1.26594 |
203 | 17 | 14.1009 | 2.89913 |
204 | 13 | 12.4389 | 0.561144 |
205 | 15 | 14.3995 | 0.600518 |
206 | 15 | 13.6199 | 1.38007 |
207 | 14 | 14.35 | -0.349978 |
208 | 16 | 12.3633 | 3.63666 |
209 | 13 | 12.8282 | 0.171833 |
210 | 16 | 14.2115 | 1.78854 |
211 | 9 | 11.5588 | -2.55877 |
212 | 16 | 14.3967 | 1.60334 |
213 | 11 | 12.1033 | -1.10331 |
214 | 10 | 13.7423 | -3.74231 |
215 | 11 | 11.9501 | -0.950062 |
216 | 15 | 13.1194 | 1.88062 |
217 | 17 | 14.6817 | 2.31835 |
218 | 14 | 14.0777 | -0.0777028 |
219 | 8 | 9.88018 | -1.88018 |
220 | 15 | 13.3515 | 1.64849 |
221 | 11 | 13.6845 | -2.68447 |
222 | 16 | 13.4311 | 2.56887 |
223 | 10 | 11.8899 | -1.88986 |
224 | 15 | 14.663 | 0.33703 |
225 | 9 | 9.57437 | -0.574374 |
226 | 16 | 14.2913 | 1.70872 |
227 | 19 | 13.575 | 5.42498 |
228 | 12 | 13.5055 | -1.50546 |
229 | 8 | 9.33152 | -1.33152 |
230 | 11 | 13.1604 | -2.1604 |
231 | 14 | 13.6866 | 0.313406 |
232 | 9 | 11.8082 | -2.80818 |
233 | 15 | 14.7075 | 0.292459 |
234 | 13 | 12.0083 | 0.991708 |
235 | 16 | 14.6285 | 1.37155 |
236 | 11 | 12.5917 | -1.59169 |
237 | 12 | 11.2454 | 0.754603 |
238 | 13 | 12.4632 | 0.536767 |
239 | 10 | 13.9927 | -3.99274 |
240 | 11 | 13.3741 | -2.37409 |
241 | 12 | 14.5936 | -2.59363 |
242 | 8 | 10.3775 | -2.37752 |
243 | 12 | 11.6428 | 0.35717 |
244 | 12 | 12.0435 | -0.0434889 |
245 | 15 | 13.1484 | 1.8516 |
246 | 11 | 10.4841 | 0.515925 |
247 | 13 | 12.3993 | 0.60074 |
248 | 14 | 8.54176 | 5.45824 |
249 | 10 | 9.92295 | 0.0770507 |
250 | 12 | 11.2485 | 0.751534 |
251 | 15 | 12.6084 | 2.39155 |
252 | 13 | 11.6198 | 1.3802 |
253 | 13 | 13.8517 | -0.851713 |
254 | 13 | 13.3013 | -0.301268 |
255 | 12 | 11.4087 | 0.591339 |
256 | 12 | 12.2065 | -0.206488 |
257 | 9 | 10.3911 | -1.39107 |
258 | 9 | 11.0724 | -2.07243 |
259 | 15 | 12.1284 | 2.87162 |
260 | 10 | 14.6247 | -4.62466 |
261 | 14 | 13.1936 | 0.80643 |
262 | 15 | 13.0515 | 1.94852 |
263 | 7 | 9.46947 | -2.46947 |
264 | 14 | 13.4075 | 0.592469 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
12 | 0.883247 | 0.233507 | 0.116753 |
13 | 0.991519 | 0.0169612 | 0.00848058 |
14 | 0.989934 | 0.020131 | 0.0100655 |
15 | 0.989662 | 0.0206769 | 0.0103384 |
16 | 0.982089 | 0.035822 | 0.017911 |
17 | 0.978741 | 0.0425171 | 0.0212585 |
18 | 0.966989 | 0.0660224 | 0.0330112 |
19 | 0.95513 | 0.0897396 | 0.0448698 |
20 | 0.942848 | 0.114304 | 0.0571522 |
21 | 0.94006 | 0.119879 | 0.0599397 |
22 | 0.975811 | 0.0483772 | 0.0241886 |
23 | 0.964828 | 0.0703442 | 0.0351721 |
24 | 0.95549 | 0.089019 | 0.0445095 |
25 | 0.939295 | 0.121411 | 0.0607054 |
26 | 0.999032 | 0.00193561 | 0.000967807 |
27 | 0.99864 | 0.00272081 | 0.0013604 |
28 | 0.997843 | 0.00431352 | 0.00215676 |
29 | 0.996785 | 0.00643058 | 0.00321529 |
30 | 0.997426 | 0.00514832 | 0.00257416 |
31 | 0.996293 | 0.00741408 | 0.00370704 |
32 | 0.994415 | 0.0111695 | 0.00558474 |
33 | 0.994308 | 0.0113846 | 0.00569232 |
34 | 0.991645 | 0.0167092 | 0.00835459 |
35 | 0.988007 | 0.023986 | 0.011993 |
36 | 0.983344 | 0.0333129 | 0.0166564 |
37 | 0.984999 | 0.0300021 | 0.0150011 |
38 | 0.98052 | 0.0389593 | 0.0194796 |
39 | 0.980153 | 0.0396931 | 0.0198465 |
40 | 0.977241 | 0.0455174 | 0.0227587 |
41 | 0.969525 | 0.0609499 | 0.0304749 |
42 | 0.971859 | 0.0562821 | 0.028141 |
43 | 0.965109 | 0.0697829 | 0.0348914 |
44 | 0.955795 | 0.0884107 | 0.0442053 |
45 | 0.943564 | 0.112871 | 0.0564356 |
46 | 0.945121 | 0.109758 | 0.0548789 |
47 | 0.933111 | 0.133779 | 0.0668893 |
48 | 0.917921 | 0.164158 | 0.082079 |
49 | 0.948754 | 0.102491 | 0.0512456 |
50 | 0.942112 | 0.115777 | 0.0578883 |
51 | 0.931777 | 0.136447 | 0.0682234 |
52 | 0.916832 | 0.166336 | 0.0831682 |
53 | 0.899943 | 0.200115 | 0.100057 |
54 | 0.8857 | 0.2286 | 0.1143 |
55 | 0.874782 | 0.250436 | 0.125218 |
56 | 0.861671 | 0.276659 | 0.138329 |
57 | 0.857409 | 0.285183 | 0.142591 |
58 | 0.831178 | 0.337643 | 0.168822 |
59 | 0.851823 | 0.296354 | 0.148177 |
60 | 0.835554 | 0.328891 | 0.164446 |
61 | 0.844961 | 0.310078 | 0.155039 |
62 | 0.82811 | 0.34378 | 0.17189 |
63 | 0.863645 | 0.27271 | 0.136355 |
64 | 0.860603 | 0.278794 | 0.139397 |
65 | 0.862042 | 0.275915 | 0.137958 |
66 | 0.88015 | 0.239699 | 0.11985 |
67 | 0.881068 | 0.237864 | 0.118932 |
68 | 0.873355 | 0.25329 | 0.126645 |
69 | 0.912422 | 0.175156 | 0.0875779 |
70 | 0.919896 | 0.160208 | 0.0801042 |
71 | 0.909396 | 0.181209 | 0.0906044 |
72 | 0.937551 | 0.124899 | 0.0624493 |
73 | 0.926554 | 0.146891 | 0.0734457 |
74 | 0.911832 | 0.176336 | 0.0881681 |
75 | 0.904175 | 0.19165 | 0.0958251 |
76 | 0.886858 | 0.226284 | 0.113142 |
77 | 0.910433 | 0.179134 | 0.0895672 |
78 | 0.895206 | 0.209588 | 0.104794 |
79 | 0.885164 | 0.229672 | 0.114836 |
80 | 0.878371 | 0.243257 | 0.121629 |
81 | 0.858058 | 0.283885 | 0.141942 |
82 | 0.836368 | 0.327265 | 0.163632 |
83 | 0.832591 | 0.334818 | 0.167409 |
84 | 0.81129 | 0.377421 | 0.18871 |
85 | 0.785179 | 0.429643 | 0.214821 |
86 | 0.759465 | 0.48107 | 0.240535 |
87 | 0.72945 | 0.541099 | 0.27055 |
88 | 0.697974 | 0.604052 | 0.302026 |
89 | 0.770548 | 0.458904 | 0.229452 |
90 | 0.805686 | 0.388628 | 0.194314 |
91 | 0.781964 | 0.436072 | 0.218036 |
92 | 0.755808 | 0.488384 | 0.244192 |
93 | 0.733805 | 0.532389 | 0.266195 |
94 | 0.709543 | 0.580915 | 0.290457 |
95 | 0.685116 | 0.629769 | 0.314884 |
96 | 0.656307 | 0.687386 | 0.343693 |
97 | 0.628741 | 0.742518 | 0.371259 |
98 | 0.635525 | 0.728949 | 0.364475 |
99 | 0.600037 | 0.799926 | 0.399963 |
100 | 0.596915 | 0.806169 | 0.403085 |
101 | 0.569403 | 0.861195 | 0.430597 |
102 | 0.544688 | 0.910623 | 0.455312 |
103 | 0.599531 | 0.800938 | 0.400469 |
104 | 0.588398 | 0.823204 | 0.411602 |
105 | 0.603525 | 0.79295 | 0.396475 |
106 | 0.581007 | 0.837987 | 0.418993 |
107 | 0.576548 | 0.846903 | 0.423452 |
108 | 0.610314 | 0.779373 | 0.389686 |
109 | 0.576357 | 0.847286 | 0.423643 |
110 | 0.552136 | 0.895727 | 0.447864 |
111 | 0.553676 | 0.892649 | 0.446324 |
112 | 0.572162 | 0.855677 | 0.427838 |
113 | 0.579393 | 0.841215 | 0.420607 |
114 | 0.670961 | 0.658078 | 0.329039 |
115 | 0.644429 | 0.711142 | 0.355571 |
116 | 0.618386 | 0.763228 | 0.381614 |
117 | 0.583738 | 0.832523 | 0.416262 |
118 | 0.558235 | 0.883529 | 0.441765 |
119 | 0.522897 | 0.954207 | 0.477103 |
120 | 0.489095 | 0.97819 | 0.510905 |
121 | 0.466284 | 0.932568 | 0.533716 |
122 | 0.430988 | 0.861976 | 0.569012 |
123 | 0.401257 | 0.802513 | 0.598743 |
124 | 0.373057 | 0.746113 | 0.626943 |
125 | 0.361375 | 0.722749 | 0.638625 |
126 | 0.335702 | 0.671404 | 0.664298 |
127 | 0.323645 | 0.647289 | 0.676355 |
128 | 0.431586 | 0.863172 | 0.568414 |
129 | 0.413295 | 0.82659 | 0.586705 |
130 | 0.400662 | 0.801324 | 0.599338 |
131 | 0.387976 | 0.775951 | 0.612024 |
132 | 0.355536 | 0.711072 | 0.644464 |
133 | 0.378179 | 0.756357 | 0.621821 |
134 | 0.349377 | 0.698755 | 0.650623 |
135 | 0.36356 | 0.727119 | 0.63644 |
136 | 0.355385 | 0.71077 | 0.644615 |
137 | 0.326957 | 0.653915 | 0.673043 |
138 | 0.302296 | 0.604592 | 0.697704 |
139 | 0.275684 | 0.551368 | 0.724316 |
140 | 0.251564 | 0.503128 | 0.748436 |
141 | 0.225115 | 0.450229 | 0.774885 |
142 | 0.230206 | 0.460412 | 0.769794 |
143 | 0.204642 | 0.409285 | 0.795358 |
144 | 0.185712 | 0.371423 | 0.814288 |
145 | 0.171658 | 0.343316 | 0.828342 |
146 | 0.165956 | 0.331913 | 0.834044 |
147 | 0.171565 | 0.34313 | 0.828435 |
148 | 0.18663 | 0.37326 | 0.81337 |
149 | 0.203676 | 0.407352 | 0.796324 |
150 | 0.199168 | 0.398335 | 0.800832 |
151 | 0.176548 | 0.353096 | 0.823452 |
152 | 0.156653 | 0.313307 | 0.843347 |
153 | 0.165367 | 0.330733 | 0.834633 |
154 | 0.182245 | 0.36449 | 0.817755 |
155 | 0.163866 | 0.327732 | 0.836134 |
156 | 0.148559 | 0.297117 | 0.851441 |
157 | 0.129192 | 0.258384 | 0.870808 |
158 | 0.204912 | 0.409824 | 0.795088 |
159 | 0.223954 | 0.447907 | 0.776046 |
160 | 0.198269 | 0.396539 | 0.801731 |
161 | 0.173861 | 0.347722 | 0.826139 |
162 | 0.151644 | 0.303288 | 0.848356 |
163 | 0.131457 | 0.262913 | 0.868543 |
164 | 0.216664 | 0.433328 | 0.783336 |
165 | 0.218926 | 0.437851 | 0.781074 |
166 | 0.211734 | 0.423468 | 0.788266 |
167 | 0.186949 | 0.373898 | 0.813051 |
168 | 0.169438 | 0.338876 | 0.830562 |
169 | 0.226678 | 0.453357 | 0.773322 |
170 | 0.257683 | 0.515365 | 0.742317 |
171 | 0.22955 | 0.459101 | 0.77045 |
172 | 0.223545 | 0.44709 | 0.776455 |
173 | 0.393365 | 0.786729 | 0.606635 |
174 | 0.372954 | 0.745908 | 0.627046 |
175 | 0.390185 | 0.78037 | 0.609815 |
176 | 0.404088 | 0.808176 | 0.595912 |
177 | 0.469892 | 0.939785 | 0.530108 |
178 | 0.43273 | 0.865459 | 0.56727 |
179 | 0.409172 | 0.818344 | 0.590828 |
180 | 0.417896 | 0.835792 | 0.582104 |
181 | 0.382541 | 0.765082 | 0.617459 |
182 | 0.387298 | 0.774595 | 0.612702 |
183 | 0.351419 | 0.702838 | 0.648581 |
184 | 0.329778 | 0.659556 | 0.670222 |
185 | 0.329753 | 0.659505 | 0.670247 |
186 | 0.314862 | 0.629724 | 0.685138 |
187 | 0.28103 | 0.562059 | 0.71897 |
188 | 0.250412 | 0.500824 | 0.749588 |
189 | 0.220292 | 0.440584 | 0.779708 |
190 | 0.196352 | 0.392704 | 0.803648 |
191 | 0.208432 | 0.416864 | 0.791568 |
192 | 0.192208 | 0.384416 | 0.807792 |
193 | 0.197335 | 0.39467 | 0.802665 |
194 | 0.188616 | 0.377233 | 0.811384 |
195 | 0.184887 | 0.369774 | 0.815113 |
196 | 0.196753 | 0.393505 | 0.803247 |
197 | 0.233228 | 0.466456 | 0.766772 |
198 | 0.215041 | 0.430082 | 0.784959 |
199 | 0.249066 | 0.498131 | 0.750934 |
200 | 0.218521 | 0.437042 | 0.781479 |
201 | 0.256843 | 0.513686 | 0.743157 |
202 | 0.232369 | 0.464739 | 0.767631 |
203 | 0.267445 | 0.534889 | 0.732555 |
204 | 0.236569 | 0.473138 | 0.763431 |
205 | 0.205527 | 0.411054 | 0.794473 |
206 | 0.186496 | 0.372992 | 0.813504 |
207 | 0.158303 | 0.316605 | 0.841697 |
208 | 0.182179 | 0.364359 | 0.817821 |
209 | 0.154276 | 0.308551 | 0.845724 |
210 | 0.162889 | 0.325777 | 0.837111 |
211 | 0.180215 | 0.360431 | 0.819785 |
212 | 0.171385 | 0.342771 | 0.828615 |
213 | 0.147435 | 0.29487 | 0.852565 |
214 | 0.183312 | 0.366623 | 0.816688 |
215 | 0.161555 | 0.323111 | 0.838445 |
216 | 0.151191 | 0.302382 | 0.848809 |
217 | 0.17882 | 0.35764 | 0.82118 |
218 | 0.152878 | 0.305757 | 0.847122 |
219 | 0.14005 | 0.2801 | 0.85995 |
220 | 0.155558 | 0.311116 | 0.844442 |
221 | 0.158694 | 0.317387 | 0.841306 |
222 | 0.156475 | 0.31295 | 0.843525 |
223 | 0.140743 | 0.281486 | 0.859257 |
224 | 0.115397 | 0.230794 | 0.884603 |
225 | 0.112656 | 0.225312 | 0.887344 |
226 | 0.139408 | 0.278816 | 0.860592 |
227 | 0.350391 | 0.700782 | 0.649609 |
228 | 0.309611 | 0.619222 | 0.690389 |
229 | 0.271849 | 0.543698 | 0.728151 |
230 | 0.246568 | 0.493136 | 0.753432 |
231 | 0.212633 | 0.425266 | 0.787367 |
232 | 0.237588 | 0.475175 | 0.762412 |
233 | 0.197918 | 0.395836 | 0.802082 |
234 | 0.16351 | 0.32702 | 0.83649 |
235 | 0.168944 | 0.337888 | 0.831056 |
236 | 0.143184 | 0.286369 | 0.856816 |
237 | 0.121549 | 0.243098 | 0.878451 |
238 | 0.0914335 | 0.182867 | 0.908567 |
239 | 0.181136 | 0.362272 | 0.818864 |
240 | 0.187889 | 0.375778 | 0.812111 |
241 | 0.188772 | 0.377544 | 0.811228 |
242 | 0.80586 | 0.388281 | 0.19414 |
243 | 0.744286 | 0.511427 | 0.255714 |
244 | 0.679399 | 0.641203 | 0.320601 |
245 | 0.616777 | 0.766445 | 0.383223 |
246 | 0.538995 | 0.922009 | 0.461005 |
247 | 0.547829 | 0.904341 | 0.452171 |
248 | 0.545337 | 0.909327 | 0.454663 |
249 | 0.430405 | 0.860811 | 0.569595 |
250 | 0.340341 | 0.680682 | 0.659659 |
251 | 0.275997 | 0.551995 | 0.724003 |
252 | 0.795633 | 0.408733 | 0.204367 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 6 | 0.0248963 | NOK |
5% type I error level | 21 | 0.0871369 | NOK |
10% type I error level | 29 | 0.120332 | NOK |