Multiple Linear Regression - Estimated Regression Equation |
Happiness[t] = + 16.198 + 0.016655Connected[t] + 0.0084247Separate[t] -0.40389Depression[t] + 0.119008Learning[t] + 0.279897M1[t] + 0.0649028M2[t] -0.0797153M3[t] + 0.103054M4[t] + 0.307929M5[t] + 1.04582M6[t] + 0.163604M7[t] + 0.593961M8[t] + 0.116885M9[t] + 0.148018M10[t] + 0.398694M11[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) | 16.198 | 1.66936 | 9.703 | 4.45616e-19 | 2.22808e-19 |
Connected | 0.016655 | 0.0389086 | 0.4281 | 0.668983 | 0.334491 |
Separate | 0.0084247 | 0.0392972 | 0.2144 | 0.830424 | 0.415212 |
Depression | -0.40389 | 0.0383698 | -10.53 | 1.16336e-21 | 5.81679e-22 |
Learning | 0.119008 | 0.0552587 | 2.154 | 0.0322322 | 0.0161161 |
M1 | 0.279897 | 0.619389 | 0.4519 | 0.651742 | 0.325871 |
M2 | 0.0649028 | 0.6211 | 0.1045 | 0.91686 | 0.45843 |
M3 | -0.0797153 | 0.619253 | -0.1287 | 0.897677 | 0.448839 |
M4 | 0.103054 | 0.619977 | 0.1662 | 0.868117 | 0.434058 |
M5 | 0.307929 | 0.621466 | 0.4955 | 0.620694 | 0.310347 |
M6 | 1.04582 | 0.62046 | 1.686 | 0.0931408 | 0.0465704 |
M7 | 0.163604 | 0.622773 | 0.2627 | 0.792998 | 0.396499 |
M8 | 0.593961 | 0.617778 | 0.9614 | 0.337264 | 0.168632 |
M9 | 0.116885 | 0.618354 | 0.189 | 0.850228 | 0.425114 |
M10 | 0.148018 | 0.621531 | 0.2382 | 0.811961 | 0.40598 |
M11 | 0.398694 | 0.617632 | 0.6455 | 0.519187 | 0.259594 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.607208 |
R-squared | 0.368701 |
Adjusted R-squared | 0.330518 |
F-TEST (value) | 9.65606 |
F-TEST (DF numerator) | 15 |
F-TEST (DF denominator) | 248 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.04444 |
Sum Squared Residuals | 1036.57 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 14 | 14.1813 | -0.181334 |
2 | 18 | 14.6434 | 3.35661 |
3 | 11 | 13.5195 | -2.51951 |
4 | 12 | 14.0338 | -2.03383 |
5 | 16 | 10.5684 | 5.43164 |
6 | 18 | 14.7715 | 3.2285 |
7 | 14 | 10.6479 | 3.35209 |
8 | 14 | 15.0039 | -1.00387 |
9 | 15 | 14.8366 | 0.16344 |
10 | 15 | 13.817 | 1.18304 |
11 | 17 | 15.356 | 1.64401 |
12 | 19 | 15.757 | 3.24296 |
13 | 10 | 13.2514 | -3.25145 |
14 | 16 | 13.4823 | 2.51773 |
15 | 18 | 14.9639 | 3.03613 |
16 | 14 | 13.2427 | 0.757291 |
17 | 14 | 13.5058 | 0.494221 |
18 | 17 | 16.1342 | 0.86577 |
19 | 14 | 15.4345 | -1.43455 |
20 | 16 | 14.2481 | 1.75191 |
21 | 18 | 15.1931 | 2.80695 |
22 | 11 | 13.3732 | -2.37318 |
23 | 14 | 14.9809 | -0.980866 |
24 | 12 | 13.3925 | -1.39249 |
25 | 17 | 14.9774 | 2.0226 |
26 | 9 | 15.6035 | -6.60349 |
27 | 16 | 14.4741 | 1.52591 |
28 | 14 | 12.8892 | 1.11083 |
29 | 15 | 13.5832 | 1.41675 |
30 | 11 | 14.5037 | -3.50366 |
31 | 16 | 15.2892 | 0.710798 |
32 | 13 | 12.881 | 0.118996 |
33 | 17 | 14.8195 | 2.18048 |
34 | 15 | 14.6854 | 0.314642 |
35 | 14 | 13.8313 | 0.168734 |
36 | 16 | 14.968 | 1.03205 |
37 | 9 | 10.3344 | -1.33436 |
38 | 15 | 13.9599 | 1.04005 |
39 | 17 | 14.7277 | 2.27231 |
40 | 13 | 15.0272 | -2.02724 |
41 | 15 | 15.6609 | -0.66089 |
42 | 16 | 14.0998 | 1.90023 |
43 | 16 | 16.4131 | -0.41314 |
44 | 12 | 13.6646 | -1.66457 |
45 | 15 | 14.407 | 0.592993 |
46 | 11 | 13.3157 | -2.31566 |
47 | 15 | 15.5893 | -0.589267 |
48 | 15 | 14.3764 | 0.623597 |
49 | 17 | 13.2434 | 3.75659 |
50 | 13 | 14.3887 | -1.38872 |
51 | 16 | 14.8366 | 1.16337 |
52 | 14 | 13.0984 | 0.901572 |
53 | 11 | 11.475 | -0.475003 |
54 | 12 | 14.3799 | -2.37991 |
55 | 12 | 13.7925 | -1.79246 |
56 | 15 | 13.5128 | 1.48721 |
57 | 16 | 13.9044 | 2.09555 |
58 | 15 | 15.3846 | -0.384588 |
59 | 12 | 15.2625 | -3.26246 |
60 | 12 | 12.9132 | -0.913163 |
61 | 8 | 10.5638 | -2.56376 |
62 | 13 | 14.2397 | -1.2397 |
63 | 11 | 14.0369 | -3.03689 |
64 | 14 | 13.1239 | 0.876104 |
65 | 15 | 13.9869 | 1.01306 |
66 | 10 | 15.7188 | -5.71882 |
67 | 11 | 12.5321 | -1.53208 |
68 | 12 | 14.8146 | -2.81456 |
69 | 15 | 13.479 | 1.52104 |
70 | 15 | 13.4903 | 1.50966 |
71 | 14 | 13.4724 | 0.527596 |
72 | 16 | 12.6422 | 3.35777 |
73 | 15 | 14.2643 | 0.735678 |
74 | 15 | 15.3445 | -0.344466 |
75 | 13 | 14.3734 | -1.37338 |
76 | 12 | 11.5526 | 0.447412 |
77 | 17 | 14.0875 | 2.91255 |
78 | 13 | 13.1093 | -0.10927 |
79 | 15 | 13.3857 | 1.61434 |
80 | 13 | 15.9048 | -2.9048 |
81 | 15 | 14.6291 | 0.370855 |
82 | 15 | 15.5098 | -0.509792 |
83 | 16 | 14.4294 | 1.5706 |
84 | 15 | 13.9559 | 1.04414 |
85 | 14 | 13.9423 | 0.0577453 |
86 | 15 | 13.6399 | 1.36008 |
87 | 14 | 14.0118 | -0.0118059 |
88 | 13 | 12.8994 | 0.100562 |
89 | 7 | 10.2331 | -3.23312 |
90 | 17 | 14.241 | 2.75904 |
91 | 13 | 13.1956 | -0.19558 |
92 | 15 | 14.3739 | 0.626124 |
93 | 14 | 12.8105 | 1.18947 |
94 | 13 | 13.5803 | -0.580253 |
95 | 16 | 15.0109 | 0.989116 |
96 | 12 | 12.551 | -0.551008 |
97 | 14 | 14.7833 | -0.783344 |
98 | 17 | 14.6269 | 2.37307 |
99 | 15 | 14.5818 | 0.418236 |
100 | 17 | 15.1025 | 1.89752 |
101 | 12 | 12.8589 | -0.858937 |
102 | 16 | 15.6886 | 0.311394 |
103 | 11 | 14.4728 | -3.4728 |
104 | 15 | 13.112 | 1.88795 |
105 | 9 | 11.1239 | -2.12389 |
106 | 16 | 14.8541 | 1.14586 |
107 | 15 | 13.05 | 1.94998 |
108 | 10 | 12.9382 | -2.93824 |
109 | 10 | 9.28266 | 0.717339 |
110 | 15 | 13.2987 | 1.70132 |
111 | 11 | 12.7584 | -1.7584 |
112 | 13 | 14.7598 | -1.75979 |
113 | 14 | 12.8057 | 1.19432 |
114 | 18 | 14.7279 | 3.27207 |
115 | 16 | 15.3507 | 0.64931 |
116 | 14 | 13.6902 | 0.309764 |
117 | 14 | 13.6337 | 0.366296 |
118 | 14 | 15.1026 | -1.10261 |
119 | 14 | 13.3787 | 0.621329 |
120 | 12 | 12.5481 | -0.548104 |
121 | 14 | 13.4714 | 0.528644 |
122 | 15 | 14.3287 | 0.671311 |
123 | 15 | 15.7277 | -0.727683 |
124 | 15 | 14.5041 | 0.495851 |
125 | 13 | 14.7616 | -1.76161 |
126 | 17 | 16.717 | 0.283032 |
127 | 17 | 15.4072 | 1.59276 |
128 | 19 | 14.9872 | 4.01279 |
129 | 15 | 13.3534 | 1.64663 |
130 | 13 | 14.6183 | -1.61835 |
131 | 9 | 10.4449 | -1.44493 |
132 | 15 | 15.0412 | -0.0411595 |
133 | 15 | 12.5501 | 2.44991 |
134 | 15 | 14.0187 | 0.981272 |
135 | 16 | 13.0262 | 2.97376 |
136 | 11 | 9.2104 | 1.7896 |
137 | 14 | 13.4977 | 0.502257 |
138 | 11 | 12.8852 | -1.8852 |
139 | 15 | 14.2163 | 0.783705 |
140 | 13 | 14.0656 | -1.06556 |
141 | 15 | 14.9995 | 0.000469968 |
142 | 16 | 13.2881 | 2.71194 |
143 | 14 | 14.5677 | -0.567682 |
144 | 15 | 13.9655 | 1.03446 |
145 | 16 | 14.1526 | 1.84743 |
146 | 16 | 14.3188 | 1.68119 |
147 | 11 | 13.3177 | -2.31771 |
148 | 12 | 14.5565 | -2.55654 |
149 | 9 | 11.2317 | -2.23166 |
150 | 16 | 14.5487 | 1.45131 |
151 | 13 | 12.2918 | 0.708161 |
152 | 16 | 15.9475 | 0.0524949 |
153 | 12 | 14.2838 | -2.28384 |
154 | 9 | 11.2576 | -2.25757 |
155 | 13 | 11.3276 | 1.67244 |
156 | 13 | 13.032 | -0.0319758 |
157 | 14 | 13.2152 | 0.784764 |
158 | 19 | 14.4582 | 4.54184 |
159 | 13 | 15.2233 | -2.22328 |
160 | 12 | 11.3123 | 0.687748 |
161 | 13 | 12.4604 | 0.539626 |
162 | 10 | 9.76631 | 0.233689 |
163 | 14 | 12.8706 | 1.12939 |
164 | 16 | 11.6482 | 4.35178 |
165 | 10 | 11.7248 | -1.72484 |
166 | 11 | 8.89911 | 2.10089 |
167 | 14 | 14.1938 | -0.19381 |
168 | 12 | 12.4963 | -0.496297 |
169 | 9 | 12.4492 | -3.44919 |
170 | 9 | 11.6584 | -2.65843 |
171 | 11 | 10.346 | 0.653995 |
172 | 16 | 14.2698 | 1.73019 |
173 | 9 | 14.0651 | -5.06508 |
174 | 13 | 12.1424 | 0.857607 |
175 | 16 | 13.3746 | 2.62538 |
176 | 13 | 15.7699 | -2.76991 |
177 | 9 | 12.175 | -3.17501 |
178 | 12 | 11.2565 | 0.743492 |
179 | 16 | 15.0014 | 0.998605 |
180 | 11 | 12.9163 | -1.91626 |
181 | 14 | 14.8421 | -0.842122 |
182 | 13 | 14.7727 | -1.77267 |
183 | 15 | 14.7563 | 0.243742 |
184 | 14 | 14.9498 | -0.949773 |
185 | 16 | 13.6175 | 2.38247 |
186 | 13 | 12.3103 | 0.689696 |
187 | 14 | 13.6163 | 0.383681 |
188 | 15 | 14.2841 | 0.715892 |
189 | 13 | 12.6718 | 0.328234 |
190 | 11 | 10.0097 | 0.99031 |
191 | 11 | 13.8485 | -2.8485 |
192 | 14 | 15.0331 | -1.03312 |
193 | 15 | 12.6586 | 2.34136 |
194 | 11 | 12.5994 | -1.59945 |
195 | 15 | 12.8135 | 2.1865 |
196 | 12 | 14.1759 | -2.17589 |
197 | 14 | 11.5636 | 2.4364 |
198 | 14 | 13.9509 | 0.0490582 |
199 | 8 | 11.1815 | -3.18146 |
200 | 13 | 14.1482 | -1.14816 |
201 | 9 | 12.1053 | -3.10529 |
202 | 15 | 13.8179 | 1.18207 |
203 | 17 | 14.2904 | 2.70955 |
204 | 13 | 12.8075 | 0.192483 |
205 | 15 | 14.6563 | 0.3437 |
206 | 15 | 13.667 | 1.33297 |
207 | 14 | 14.0704 | -0.07039 |
208 | 16 | 13.0331 | 2.96693 |
209 | 13 | 13.0382 | -0.0381736 |
210 | 16 | 15.0266 | 0.973441 |
211 | 9 | 11.7679 | -2.76788 |
212 | 16 | 14.8308 | 1.16917 |
213 | 11 | 11.6915 | -0.691529 |
214 | 10 | 13.6498 | -3.64983 |
215 | 11 | 12.5125 | -1.5125 |
216 | 15 | 13.2905 | 1.70948 |
217 | 17 | 14.9027 | 2.09726 |
218 | 14 | 14.0183 | -0.0183389 |
219 | 8 | 9.67428 | -1.67428 |
220 | 15 | 13.3599 | 1.64012 |
221 | 11 | 14.0673 | -3.06731 |
222 | 16 | 14.9994 | 1.00055 |
223 | 10 | 12.0998 | -2.09982 |
224 | 15 | 15.371 | -0.370961 |
225 | 9 | 10.2499 | -1.24988 |
226 | 16 | 14.0955 | 1.90455 |
227 | 19 | 14.6059 | 4.39407 |
228 | 12 | 13.8535 | -1.85351 |
229 | 8 | 9.34183 | -1.34183 |
230 | 11 | 13.3016 | -2.30158 |
231 | 14 | 13.6377 | 0.362261 |
232 | 9 | 11.8987 | -2.89867 |
233 | 15 | 15.5945 | -0.594464 |
234 | 13 | 13.4807 | -0.480719 |
235 | 16 | 15.1096 | 0.890423 |
236 | 11 | 13.3074 | -2.30736 |
237 | 12 | 10.7938 | 1.20621 |
238 | 13 | 13.4696 | -0.469619 |
239 | 10 | 14.8022 | -4.80221 |
240 | 11 | 13.4104 | -2.4104 |
241 | 12 | 14.5864 | -2.58639 |
242 | 8 | 10.8949 | -2.8949 |
243 | 12 | 11.5484 | 0.451621 |
244 | 12 | 12.2469 | -0.24688 |
245 | 15 | 13.514 | 1.48599 |
246 | 11 | 11.372 | -0.371994 |
247 | 13 | 12.7972 | 0.202789 |
248 | 14 | 9.56177 | 4.43823 |
249 | 10 | 10.1586 | -0.158568 |
250 | 12 | 11.8301 | 0.169855 |
251 | 15 | 13.0541 | 1.94591 |
252 | 13 | 11.3412 | 1.65882 |
253 | 13 | 14.3492 | -1.34924 |
254 | 13 | 13.7357 | -0.735685 |
255 | 12 | 11.5745 | 0.425477 |
256 | 12 | 12.7531 | -0.753122 |
257 | 9 | 10.823 | -1.82303 |
258 | 9 | 12.4258 | -3.42582 |
259 | 15 | 12.7531 | 2.24695 |
260 | 10 | 14.8726 | -4.87256 |
261 | 14 | 13.9558 | 0.0442304 |
262 | 15 | 13.6949 | 1.30514 |
263 | 7 | 9.98972 | -2.98972 |
264 | 14 | 13.77 | 0.229963 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
19 | 0.566675 | 0.866649 | 0.433325 |
20 | 0.74742 | 0.50516 | 0.25258 |
21 | 0.913909 | 0.172183 | 0.0860913 |
22 | 0.879299 | 0.241401 | 0.120701 |
23 | 0.840282 | 0.319436 | 0.159718 |
24 | 0.939729 | 0.120542 | 0.0602708 |
25 | 0.959761 | 0.0804778 | 0.0402389 |
26 | 0.999651 | 0.000698771 | 0.000349386 |
27 | 0.999353 | 0.00129372 | 0.000646861 |
28 | 0.998938 | 0.00212412 | 0.00106206 |
29 | 0.998162 | 0.003677 | 0.0018385 |
30 | 0.999708 | 0.00058349 | 0.000291745 |
31 | 0.999524 | 0.000952137 | 0.000476068 |
32 | 0.999199 | 0.00160159 | 0.000800797 |
33 | 0.998742 | 0.00251548 | 0.00125774 |
34 | 0.998161 | 0.00367837 | 0.00183919 |
35 | 0.99712 | 0.00575979 | 0.0028799 |
36 | 0.995534 | 0.00893271 | 0.00446636 |
37 | 0.993842 | 0.0123169 | 0.00615847 |
38 | 0.991656 | 0.0166877 | 0.00834383 |
39 | 0.990316 | 0.0193685 | 0.00968426 |
40 | 0.98856 | 0.0228797 | 0.0114399 |
41 | 0.986777 | 0.0264463 | 0.0132232 |
42 | 0.983165 | 0.0336692 | 0.0168346 |
43 | 0.976517 | 0.0469665 | 0.0234832 |
44 | 0.975984 | 0.0480321 | 0.024016 |
45 | 0.970584 | 0.0588311 | 0.0294155 |
46 | 0.971067 | 0.0578663 | 0.0289331 |
47 | 0.961917 | 0.0761664 | 0.0380832 |
48 | 0.950533 | 0.0989336 | 0.0494668 |
49 | 0.971386 | 0.057229 | 0.0286145 |
50 | 0.965235 | 0.06953 | 0.034765 |
51 | 0.955617 | 0.088765 | 0.0443825 |
52 | 0.94671 | 0.10658 | 0.0532901 |
53 | 0.946017 | 0.107966 | 0.0539832 |
54 | 0.954277 | 0.0914461 | 0.045723 |
55 | 0.948307 | 0.103387 | 0.0516934 |
56 | 0.940273 | 0.119455 | 0.0597275 |
57 | 0.930111 | 0.139778 | 0.0698891 |
58 | 0.915116 | 0.169769 | 0.0848843 |
59 | 0.928551 | 0.142899 | 0.0714493 |
60 | 0.92743 | 0.145141 | 0.0725703 |
61 | 0.936807 | 0.126386 | 0.063193 |
62 | 0.925616 | 0.148768 | 0.074384 |
63 | 0.949338 | 0.101323 | 0.0506615 |
64 | 0.93918 | 0.12164 | 0.0608201 |
65 | 0.926523 | 0.146955 | 0.0734774 |
66 | 0.978718 | 0.0425641 | 0.0212821 |
67 | 0.977147 | 0.0457068 | 0.0228534 |
68 | 0.979626 | 0.0407471 | 0.0203736 |
69 | 0.975757 | 0.048486 | 0.024243 |
70 | 0.973146 | 0.0537072 | 0.0268536 |
71 | 0.966602 | 0.0667953 | 0.0333977 |
72 | 0.971727 | 0.0565463 | 0.0282732 |
73 | 0.965632 | 0.068736 | 0.034368 |
74 | 0.957012 | 0.0859762 | 0.0429881 |
75 | 0.950568 | 0.0988634 | 0.0494317 |
76 | 0.93911 | 0.12178 | 0.0608898 |
77 | 0.942004 | 0.115993 | 0.0579963 |
78 | 0.92998 | 0.140039 | 0.0700197 |
79 | 0.92545 | 0.149101 | 0.0745503 |
80 | 0.929373 | 0.141254 | 0.0706269 |
81 | 0.920065 | 0.159871 | 0.0799354 |
82 | 0.904407 | 0.191185 | 0.0955926 |
83 | 0.898762 | 0.202477 | 0.101238 |
84 | 0.883455 | 0.23309 | 0.116545 |
85 | 0.863786 | 0.272428 | 0.136214 |
86 | 0.848839 | 0.302322 | 0.151161 |
87 | 0.82439 | 0.351221 | 0.17561 |
88 | 0.797386 | 0.405228 | 0.202614 |
89 | 0.876289 | 0.247422 | 0.123711 |
90 | 0.894084 | 0.211831 | 0.105916 |
91 | 0.875197 | 0.249607 | 0.124803 |
92 | 0.85512 | 0.28976 | 0.14488 |
93 | 0.836957 | 0.326086 | 0.163043 |
94 | 0.813422 | 0.373155 | 0.186578 |
95 | 0.792525 | 0.41495 | 0.207475 |
96 | 0.773043 | 0.453914 | 0.226957 |
97 | 0.746213 | 0.507574 | 0.253787 |
98 | 0.756885 | 0.486231 | 0.243115 |
99 | 0.726986 | 0.546027 | 0.273014 |
100 | 0.721181 | 0.557638 | 0.278819 |
101 | 0.701941 | 0.596117 | 0.298059 |
102 | 0.67008 | 0.65984 | 0.32992 |
103 | 0.721176 | 0.557648 | 0.278824 |
104 | 0.709469 | 0.581062 | 0.290531 |
105 | 0.73233 | 0.535341 | 0.26767 |
106 | 0.715741 | 0.568519 | 0.284259 |
107 | 0.707773 | 0.584455 | 0.292227 |
108 | 0.745728 | 0.508544 | 0.254272 |
109 | 0.71852 | 0.562961 | 0.28148 |
110 | 0.703031 | 0.593938 | 0.296969 |
111 | 0.693915 | 0.61217 | 0.306085 |
112 | 0.70166 | 0.59668 | 0.29834 |
113 | 0.679562 | 0.640876 | 0.320438 |
114 | 0.731108 | 0.537783 | 0.268892 |
115 | 0.705116 | 0.589767 | 0.294884 |
116 | 0.672889 | 0.654222 | 0.327111 |
117 | 0.655521 | 0.688958 | 0.344479 |
118 | 0.629396 | 0.741208 | 0.370604 |
119 | 0.597206 | 0.805588 | 0.402794 |
120 | 0.567446 | 0.865108 | 0.432554 |
121 | 0.537842 | 0.924316 | 0.462158 |
122 | 0.50725 | 0.9855 | 0.49275 |
123 | 0.474672 | 0.949344 | 0.525328 |
124 | 0.44076 | 0.881519 | 0.55924 |
125 | 0.435088 | 0.870176 | 0.564912 |
126 | 0.400082 | 0.800163 | 0.599918 |
127 | 0.384679 | 0.769358 | 0.615321 |
128 | 0.484225 | 0.96845 | 0.515775 |
129 | 0.477129 | 0.954259 | 0.522871 |
130 | 0.460708 | 0.921416 | 0.539292 |
131 | 0.441949 | 0.883898 | 0.558051 |
132 | 0.408253 | 0.816506 | 0.591747 |
133 | 0.421219 | 0.842438 | 0.578781 |
134 | 0.397508 | 0.795016 | 0.602492 |
135 | 0.440798 | 0.881596 | 0.559202 |
136 | 0.429964 | 0.859928 | 0.570036 |
137 | 0.39935 | 0.7987 | 0.60065 |
138 | 0.39743 | 0.79486 | 0.60257 |
139 | 0.366267 | 0.732534 | 0.633733 |
140 | 0.342592 | 0.685184 | 0.657408 |
141 | 0.316651 | 0.633302 | 0.683349 |
142 | 0.344205 | 0.688411 | 0.655795 |
143 | 0.312039 | 0.624077 | 0.687961 |
144 | 0.290613 | 0.581227 | 0.709387 |
145 | 0.285054 | 0.570108 | 0.714946 |
146 | 0.279316 | 0.558632 | 0.720684 |
147 | 0.28768 | 0.57536 | 0.71232 |
148 | 0.305542 | 0.611085 | 0.694458 |
149 | 0.310662 | 0.621325 | 0.689338 |
150 | 0.298334 | 0.596668 | 0.701666 |
151 | 0.272646 | 0.545292 | 0.727354 |
152 | 0.242911 | 0.485822 | 0.757089 |
153 | 0.246662 | 0.493323 | 0.753338 |
154 | 0.250583 | 0.501165 | 0.749417 |
155 | 0.238338 | 0.476676 | 0.761662 |
156 | 0.210398 | 0.420797 | 0.789602 |
157 | 0.191075 | 0.382151 | 0.808925 |
158 | 0.336666 | 0.673331 | 0.663334 |
159 | 0.341944 | 0.683888 | 0.658056 |
160 | 0.311312 | 0.622624 | 0.688688 |
161 | 0.285376 | 0.570752 | 0.714624 |
162 | 0.254585 | 0.509169 | 0.745415 |
163 | 0.23062 | 0.46124 | 0.76938 |
164 | 0.352908 | 0.705816 | 0.647092 |
165 | 0.338953 | 0.677905 | 0.661047 |
166 | 0.3301 | 0.660199 | 0.6699 |
167 | 0.296021 | 0.592041 | 0.703979 |
168 | 0.266638 | 0.533275 | 0.733362 |
169 | 0.313691 | 0.627382 | 0.686309 |
170 | 0.32156 | 0.64312 | 0.67844 |
171 | 0.288489 | 0.576977 | 0.711511 |
172 | 0.282204 | 0.564409 | 0.717796 |
173 | 0.450044 | 0.900088 | 0.549956 |
174 | 0.413511 | 0.827023 | 0.586489 |
175 | 0.438666 | 0.877332 | 0.561334 |
176 | 0.456889 | 0.913777 | 0.543111 |
177 | 0.492245 | 0.98449 | 0.507755 |
178 | 0.45563 | 0.911259 | 0.54437 |
179 | 0.4271 | 0.8542 | 0.5729 |
180 | 0.415079 | 0.830158 | 0.584921 |
181 | 0.380136 | 0.760272 | 0.619864 |
182 | 0.358912 | 0.717824 | 0.641088 |
183 | 0.321564 | 0.643129 | 0.678436 |
184 | 0.291209 | 0.582417 | 0.708791 |
185 | 0.303094 | 0.606189 | 0.696906 |
186 | 0.275802 | 0.551603 | 0.724198 |
187 | 0.246236 | 0.492471 | 0.753764 |
188 | 0.218736 | 0.437473 | 0.781264 |
189 | 0.192037 | 0.384073 | 0.807963 |
190 | 0.170989 | 0.341978 | 0.829011 |
191 | 0.187744 | 0.375489 | 0.812256 |
192 | 0.167028 | 0.334056 | 0.832972 |
193 | 0.180946 | 0.361893 | 0.819054 |
194 | 0.161823 | 0.323646 | 0.838177 |
195 | 0.159787 | 0.319575 | 0.840213 |
196 | 0.164282 | 0.328565 | 0.835718 |
197 | 0.191619 | 0.383237 | 0.808381 |
198 | 0.163577 | 0.327155 | 0.836423 |
199 | 0.180862 | 0.361724 | 0.819138 |
200 | 0.156766 | 0.313532 | 0.843234 |
201 | 0.184868 | 0.369736 | 0.815132 |
202 | 0.165689 | 0.331379 | 0.834311 |
203 | 0.188835 | 0.37767 | 0.811165 |
204 | 0.159404 | 0.318807 | 0.840596 |
205 | 0.135016 | 0.270031 | 0.864984 |
206 | 0.135448 | 0.270895 | 0.864552 |
207 | 0.112073 | 0.224146 | 0.887927 |
208 | 0.132035 | 0.26407 | 0.867965 |
209 | 0.112241 | 0.224482 | 0.887759 |
210 | 0.0986221 | 0.197244 | 0.901378 |
211 | 0.109583 | 0.219167 | 0.890417 |
212 | 0.095975 | 0.19195 | 0.904025 |
213 | 0.0782731 | 0.156546 | 0.921727 |
214 | 0.135128 | 0.270256 | 0.864872 |
215 | 0.120317 | 0.240633 | 0.879683 |
216 | 0.117527 | 0.235053 | 0.882473 |
217 | 0.132045 | 0.264091 | 0.867955 |
218 | 0.116899 | 0.233798 | 0.883101 |
219 | 0.117036 | 0.234072 | 0.882964 |
220 | 0.116117 | 0.232234 | 0.883883 |
221 | 0.121426 | 0.242851 | 0.878574 |
222 | 0.119031 | 0.238061 | 0.880969 |
223 | 0.142187 | 0.284374 | 0.857813 |
224 | 0.114921 | 0.229843 | 0.885079 |
225 | 0.111793 | 0.223587 | 0.888207 |
226 | 0.101107 | 0.202215 | 0.898893 |
227 | 0.393228 | 0.786455 | 0.606772 |
228 | 0.367735 | 0.73547 | 0.632265 |
229 | 0.32668 | 0.65336 | 0.67332 |
230 | 0.27634 | 0.55268 | 0.72366 |
231 | 0.22337 | 0.446739 | 0.77663 |
232 | 0.222751 | 0.445503 | 0.777249 |
233 | 0.182006 | 0.364013 | 0.817994 |
234 | 0.154153 | 0.308305 | 0.845847 |
235 | 0.121176 | 0.242351 | 0.878824 |
236 | 0.102849 | 0.205698 | 0.897151 |
237 | 0.0878719 | 0.175744 | 0.912128 |
238 | 0.0597908 | 0.119582 | 0.940209 |
239 | 0.122539 | 0.245079 | 0.877461 |
240 | 0.0952828 | 0.190566 | 0.904717 |
241 | 0.0671416 | 0.134283 | 0.932858 |
242 | 0.0441556 | 0.0883112 | 0.955844 |
243 | 0.0244761 | 0.0489523 | 0.975524 |
244 | 0.0121162 | 0.0242323 | 0.987884 |
245 | 0.0693608 | 0.138722 | 0.930639 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 11 | 0.0484581 | NOK |
5% type I error level | 25 | 0.110132 | NOK |
10% type I error level | 41 | 0.180617 | NOK |