Multiple Linear Regression - Estimated Regression Equation |
Depression[t] = + 24.5677 -0.0209019Connected[t] + 0.004683Separate[t] -0.0639853Learning[t] -0.010107Software[t] -0.686595Happiness[t] -0.0593705Sport1[t] + 0.401842Month[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) | 24.5677 | 3.6425 | 6.745 | 1.0152e-10 | 5.07598e-11 |
Connected | -0.0209019 | 0.0514523 | -0.4062 | 0.684906 | 0.342453 |
Separate | 0.004683 | 0.0524361 | 0.08931 | 0.928906 | 0.464453 |
Learning | -0.0639853 | 0.0926615 | -0.6905 | 0.490489 | 0.245244 |
Software | -0.010107 | 0.0947023 | -0.1067 | 0.915091 | 0.457546 |
Happiness | -0.686595 | 0.0745712 | -9.207 | 1.24078e-17 | 6.20389e-18 |
Sport1 | -0.0593705 | 0.0173496 | -3.422 | 0.000723483 | 0.000361741 |
Month | 0.401842 | 0.236906 | 1.696 | 0.0910626 | 0.0455313 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.618378 |
R-squared | 0.382391 |
Adjusted R-squared | 0.365504 |
F-TEST (value) | 22.6431 |
F-TEST (DF numerator) | 7 |
F-TEST (DF denominator) | 256 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 2.76369 |
Sum Squared Residuals | 1955.32 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 12 | 13.7932 | -1.79323 |
2 | 11 | 9.09759 | 1.90241 |
3 | 14 | 14.8828 | -0.882839 |
4 | 12 | 14.4535 | -2.45351 |
5 | 21 | 11.1221 | 9.87794 |
6 | 12 | 9.66607 | 2.33393 |
7 | 22 | 13.4183 | 8.58166 |
8 | 11 | 12.179 | -1.17899 |
9 | 10 | 11.8863 | -1.88633 |
10 | 13 | 11.7271 | 1.27293 |
11 | 10 | 10.048 | -0.0479953 |
12 | 8 | 10.1947 | -2.19471 |
13 | 15 | 15.5651 | -0.565125 |
14 | 14 | 12.2206 | 1.77938 |
15 | 10 | 8.90452 | 1.09548 |
16 | 14 | 13.5331 | 0.46689 |
17 | 14 | 12.4557 | 1.54427 |
18 | 11 | 9.27029 | 1.72971 |
19 | 10 | 12.8721 | -2.87214 |
20 | 13 | 12.1506 | 0.849379 |
21 | 9.5 | 10.2579 | -0.757887 |
22 | 14 | 14.9467 | -0.946741 |
23 | 12 | 13.3816 | -1.38164 |
24 | 14 | 14.8948 | -0.894751 |
25 | 11 | 9.53198 | 1.46802 |
26 | 9 | 15.3291 | -6.32906 |
27 | 11 | 10.9732 | 0.0267623 |
28 | 15 | 12.8577 | 2.14235 |
29 | 14 | 11.5742 | 2.42578 |
30 | 13 | 15.101 | -2.10096 |
31 | 9 | 10.8653 | -1.8653 |
32 | 15 | 14.7894 | 0.210603 |
33 | 10 | 10.6718 | -0.671832 |
34 | 11 | 11.2158 | -0.215825 |
35 | 13 | 12.5913 | 0.408686 |
36 | 8 | 11.7586 | -3.75856 |
37 | 20 | 17.0728 | 2.92718 |
38 | 12 | 12.0551 | -0.0550758 |
39 | 10 | 10.4142 | -0.414224 |
40 | 10 | 13.4602 | -3.46015 |
41 | 9 | 11.7436 | -2.74362 |
42 | 14 | 11.1728 | 2.8272 |
43 | 8 | 11.9171 | -3.91706 |
44 | 14 | 15.284 | -1.28402 |
45 | 11 | 12.1288 | -1.12881 |
46 | 13 | 15.16 | -2.15999 |
47 | 9 | 12.3875 | -3.38749 |
48 | 11 | 11.8311 | -0.831104 |
49 | 15 | 10.4093 | 4.59067 |
50 | 11 | 13.1443 | -2.1443 |
51 | 10 | 11.2679 | -1.26795 |
52 | 14 | 13.0689 | 0.931074 |
53 | 18 | 15.488 | 2.512 |
54 | 14 | 14.5763 | -0.576337 |
55 | 11 | 15.0594 | -4.05943 |
56 | 14.5 | 11.8073 | 2.69267 |
57 | 13 | 11.0044 | 1.99562 |
58 | 9 | 12.3156 | -3.31558 |
59 | 10 | 13.9354 | -3.93539 |
60 | 15 | 14.0921 | 0.90794 |
61 | 20 | 18.2104 | 1.78959 |
62 | 12 | 12.907 | -0.906952 |
63 | 12 | 14.1701 | -2.17011 |
64 | 14 | 13.9937 | 0.00630734 |
65 | 13 | 12.9688 | 0.0311589 |
66 | 11 | 15.1931 | -4.19313 |
67 | 17 | 15.2334 | 1.76664 |
68 | 12 | 14.2494 | -2.24944 |
69 | 13 | 13.0299 | -0.0299269 |
70 | 14 | 12.4873 | 1.51268 |
71 | 13 | 13.6496 | -0.649609 |
72 | 15 | 12.9177 | 2.08235 |
73 | 13 | 11.657 | 1.34304 |
74 | 10 | 12.2952 | -2.29516 |
75 | 11 | 12.944 | -1.94403 |
76 | 19 | 13.744 | 5.25602 |
77 | 13 | 11.0028 | 1.99715 |
78 | 17 | 13.8634 | 3.13658 |
79 | 13 | 12.3225 | 0.677471 |
80 | 9 | 14.6624 | -5.66244 |
81 | 11 | 11.9307 | -0.930738 |
82 | 9 | 12.3686 | -3.36858 |
83 | 12 | 11.5667 | 0.433306 |
84 | 12 | 12.432 | -0.431959 |
85 | 13 | 12.7329 | 0.267127 |
86 | 13 | 12.2361 | 0.763949 |
87 | 12 | 13.2017 | -1.20167 |
88 | 15 | 14.8531 | 0.146934 |
89 | 22 | 18.0078 | 3.99223 |
90 | 13 | 11.2418 | 1.75816 |
91 | 15 | 14.6124 | 0.387554 |
92 | 13 | 12.0311 | 0.96891 |
93 | 15 | 12.4866 | 2.51336 |
94 | 12.5 | 13.492 | -0.992023 |
95 | 11 | 11.0796 | -0.0795746 |
96 | 16 | 14.4858 | 1.51417 |
97 | 11 | 12.6418 | -1.64181 |
98 | 11 | 10.3458 | 0.654167 |
99 | 10 | 12.2779 | -2.27794 |
100 | 10 | 10.6109 | -0.610935 |
101 | 16 | 14.2686 | 1.73144 |
102 | 12 | 10.5436 | 1.45637 |
103 | 11 | 15.5065 | -4.50646 |
104 | 16 | 11.9549 | 4.04511 |
105 | 19 | 16.7303 | 2.26971 |
106 | 11 | 11.2491 | -0.249076 |
107 | 16 | 12.2525 | 3.74746 |
108 | 15 | 16.7907 | -1.79069 |
109 | 24 | 17.4485 | 6.55151 |
110 | 14 | 11.6279 | 2.37215 |
111 | 15 | 14.9815 | 0.0184884 |
112 | 11 | 12.76 | -1.76003 |
113 | 15 | 15.2604 | -0.260438 |
114 | 12 | 10.2322 | 1.76775 |
115 | 10 | 10.5881 | -0.588132 |
116 | 14 | 14.2382 | -0.23819 |
117 | 13 | 13.496 | -0.496007 |
118 | 9 | 13.4084 | -4.40842 |
119 | 15 | 11.8597 | 3.14025 |
120 | 15 | 15.6815 | -0.681531 |
121 | 14 | 12.785 | 1.21501 |
122 | 11 | 11.4385 | -0.438528 |
123 | 8 | 12.0144 | -4.01439 |
124 | 11 | 12.2547 | -1.25472 |
125 | 11 | 13.3014 | -2.30136 |
126 | 8 | 9.84453 | -1.84453 |
127 | 10 | 10.5846 | -0.584649 |
128 | 11 | 9.15992 | 1.84008 |
129 | 13 | 12.5565 | 0.443474 |
130 | 11 | 13.806 | -2.80596 |
131 | 20 | 17.3019 | 2.69808 |
132 | 10 | 11.9483 | -1.94828 |
133 | 15 | 13.1253 | 1.87471 |
134 | 12 | 12.2813 | -0.281319 |
135 | 14 | 10.94 | 3.05997 |
136 | 23 | 16.4226 | 6.5774 |
137 | 14 | 13.6158 | 0.384232 |
138 | 16 | 16.5595 | -0.559544 |
139 | 11 | 13.0665 | -2.06649 |
140 | 12 | 14.285 | -2.285 |
141 | 10 | 13.467 | -3.46696 |
142 | 14 | 11.109 | 2.89101 |
143 | 12 | 12.1655 | -0.165456 |
144 | 12 | 12.0405 | -0.0405106 |
145 | 11 | 10.905 | 0.0949508 |
146 | 12 | 11.2629 | 0.737069 |
147 | 13 | 15.9344 | -2.93441 |
148 | 11 | 14.2255 | -3.22549 |
149 | 19 | 16.5683 | 2.43173 |
150 | 12 | 11.2319 | 0.768094 |
151 | 17 | 13.1744 | 3.82563 |
152 | 9 | 11.7379 | -2.73789 |
153 | 12 | 14.439 | -2.439 |
154 | 19 | 16.2967 | 2.70331 |
155 | 18 | 13.7642 | 4.23578 |
156 | 15 | 14.6124 | 0.387554 |
157 | 14 | 13.4892 | 0.510779 |
158 | 11 | 9.15992 | 1.84008 |
159 | 9 | 12.9775 | -3.97755 |
160 | 18 | 14.0203 | 3.97969 |
161 | 16 | 14.1091 | 1.89089 |
162 | 24 | 16.8281 | 7.17188 |
163 | 14 | 13.1918 | 0.808223 |
164 | 20 | 11.2651 | 8.73489 |
165 | 18 | 16.2585 | 1.74151 |
166 | 23 | 17.1476 | 5.85242 |
167 | 12 | 13.2653 | -1.26528 |
168 | 14 | 15.1039 | -1.10394 |
169 | 16 | 16.4545 | -0.454459 |
170 | 18 | 16.9385 | 1.06153 |
171 | 20 | 16.7235 | 3.27648 |
172 | 12 | 12.0036 | -0.00355462 |
173 | 12 | 16.6158 | -4.61578 |
174 | 17 | 15.4237 | 1.57629 |
175 | 13 | 12.2173 | 0.782651 |
176 | 9 | 13.8555 | -4.85545 |
177 | 16 | 17.3039 | -1.30394 |
178 | 18 | 15.3069 | 2.69306 |
179 | 10 | 12.525 | -2.525 |
180 | 14 | 15.5622 | -1.56225 |
181 | 11 | 14.4407 | -3.44073 |
182 | 9 | 14.7289 | -5.72888 |
183 | 11 | 12.6864 | -1.68644 |
184 | 10 | 12.9005 | -2.90055 |
185 | 11 | 11.7566 | -0.756619 |
186 | 19 | 13.9048 | 5.09522 |
187 | 14 | 13.1901 | 0.809923 |
188 | 12 | 12.0153 | -0.0152652 |
189 | 14 | 15.6275 | -1.62754 |
190 | 21 | 16.5592 | 4.44079 |
191 | 13 | 17.662 | -4.66202 |
192 | 10 | 13.1709 | -3.17088 |
193 | 15 | 13.28 | 1.71996 |
194 | 16 | 16.0612 | -0.0612442 |
195 | 14 | 12.9625 | 1.03749 |
196 | 12 | 14.9164 | -2.91644 |
197 | 19 | 13.0052 | 5.99482 |
198 | 15 | 12.5489 | 2.45111 |
199 | 19 | 18.2923 | 0.707714 |
200 | 13 | 13.9521 | -0.952092 |
201 | 17 | 17.0805 | -0.0804628 |
202 | 12 | 13.2345 | -1.23449 |
203 | 11 | 11.5028 | -0.502801 |
204 | 14 | 15.4063 | -1.40634 |
205 | 11 | 12.8432 | -1.84322 |
206 | 13 | 12.6826 | 0.317378 |
207 | 12 | 12.6359 | -0.635938 |
208 | 15 | 13.2072 | 1.79282 |
209 | 14 | 14.5035 | -0.50349 |
210 | 12 | 11.3984 | 0.60162 |
211 | 17 | 17.5637 | -0.563698 |
212 | 11 | 11.4753 | -0.475321 |
213 | 18 | 14.713 | 3.28696 |
214 | 13 | 15.9139 | -2.91394 |
215 | 17 | 15.7449 | 1.25508 |
216 | 13 | 13.3649 | -0.364947 |
217 | 11 | 10.5446 | 0.455395 |
218 | 12 | 12.7951 | -0.7951 |
219 | 22 | 18.3724 | 3.62759 |
220 | 14 | 12.1698 | 1.8302 |
221 | 12 | 15.3932 | -3.39317 |
222 | 12 | 12.9364 | -0.936439 |
223 | 17 | 16.2264 | 0.773598 |
224 | 9 | 13.0575 | -4.05751 |
225 | 21 | 19.0877 | 1.91229 |
226 | 10 | 12.2988 | -2.29878 |
227 | 11 | 11.2417 | -0.241717 |
228 | 12 | 15.4912 | -3.49122 |
229 | 23 | 18.2259 | 4.77414 |
230 | 13 | 15.874 | -2.87397 |
231 | 12 | 13.6977 | -1.69774 |
232 | 16 | 17.5781 | -1.57809 |
233 | 9 | 13.6515 | -4.65154 |
234 | 17 | 13.7919 | 3.20809 |
235 | 9 | 12.2341 | -3.23411 |
236 | 14 | 15.8673 | -1.86731 |
237 | 17 | 15.2872 | 1.71276 |
238 | 13 | 15.5146 | -2.51462 |
239 | 11 | 16.2413 | -5.24134 |
240 | 12 | 15.8173 | -3.81729 |
241 | 10 | 14.2611 | -4.26108 |
242 | 19 | 18.9019 | 0.0980609 |
243 | 16 | 16.1811 | -0.181066 |
244 | 16 | 15.3609 | 0.639074 |
245 | 14 | 12.1316 | 1.86836 |
246 | 20 | 16.048 | 3.95204 |
247 | 15 | 14.5334 | 0.466645 |
248 | 23 | 15.4299 | 7.57006 |
249 | 20 | 17.6498 | 2.35017 |
250 | 16 | 16.3982 | -0.398155 |
251 | 14 | 13.2698 | 0.730187 |
252 | 17 | 14.1809 | 2.81914 |
253 | 11 | 14.4252 | -3.42524 |
254 | 13 | 14.133 | -1.13295 |
255 | 17 | 15.2239 | 1.77606 |
256 | 15 | 15.2079 | -0.207937 |
257 | 21 | 16.6525 | 4.34749 |
258 | 18 | 17.6529 | 0.347081 |
259 | 15 | 13.1541 | 1.84589 |
260 | 8 | 16.317 | -8.31696 |
261 | 12 | 14.0811 | -2.08114 |
262 | 12 | 13.294 | -1.29405 |
263 | 22 | 19.0588 | 2.94121 |
264 | 12 | 13.6579 | -1.65794 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
11 | 0.854643 | 0.290715 | 0.145357 |
12 | 0.999796 | 0.000407025 | 0.000203512 |
13 | 0.999503 | 0.00099392 | 0.00049696 |
14 | 0.998871 | 0.00225853 | 0.00112926 |
15 | 0.997917 | 0.00416657 | 0.00208328 |
16 | 0.995916 | 0.0081677 | 0.00408385 |
17 | 0.992728 | 0.0145441 | 0.00727207 |
18 | 0.987983 | 0.0240336 | 0.0120168 |
19 | 0.988273 | 0.0234535 | 0.0117268 |
20 | 0.981092 | 0.0378164 | 0.0189082 |
21 | 0.973106 | 0.053788 | 0.026894 |
22 | 0.961874 | 0.0762523 | 0.0381261 |
23 | 0.95102 | 0.0979604 | 0.0489802 |
24 | 0.931076 | 0.137848 | 0.0689239 |
25 | 0.910306 | 0.179388 | 0.089694 |
26 | 0.961989 | 0.0760225 | 0.0380113 |
27 | 0.947067 | 0.105865 | 0.0529327 |
28 | 0.935081 | 0.129838 | 0.0649189 |
29 | 0.921295 | 0.157411 | 0.0787054 |
30 | 0.899293 | 0.201413 | 0.100707 |
31 | 0.899041 | 0.201919 | 0.100959 |
32 | 0.872078 | 0.255845 | 0.127922 |
33 | 0.84794 | 0.304119 | 0.15206 |
34 | 0.812483 | 0.375033 | 0.187517 |
35 | 0.772421 | 0.455158 | 0.227579 |
36 | 0.781795 | 0.436411 | 0.218205 |
37 | 0.843396 | 0.313207 | 0.156604 |
38 | 0.809733 | 0.380534 | 0.190267 |
39 | 0.778474 | 0.443052 | 0.221526 |
40 | 0.778487 | 0.443026 | 0.221513 |
41 | 0.765948 | 0.468105 | 0.234052 |
42 | 0.748175 | 0.50365 | 0.251825 |
43 | 0.807365 | 0.385271 | 0.192635 |
44 | 0.773093 | 0.453813 | 0.226907 |
45 | 0.736013 | 0.527973 | 0.263987 |
46 | 0.712839 | 0.574321 | 0.287161 |
47 | 0.738424 | 0.523152 | 0.261576 |
48 | 0.702813 | 0.594374 | 0.297187 |
49 | 0.747229 | 0.505542 | 0.252771 |
50 | 0.719279 | 0.561442 | 0.280721 |
51 | 0.705507 | 0.588987 | 0.294493 |
52 | 0.669993 | 0.660014 | 0.330007 |
53 | 0.673673 | 0.652654 | 0.326327 |
54 | 0.631711 | 0.736579 | 0.368289 |
55 | 0.643502 | 0.712996 | 0.356498 |
56 | 0.661275 | 0.67745 | 0.338725 |
57 | 0.638793 | 0.722413 | 0.361207 |
58 | 0.670317 | 0.659365 | 0.329683 |
59 | 0.687868 | 0.624263 | 0.312132 |
60 | 0.663136 | 0.673728 | 0.336864 |
61 | 0.675483 | 0.649034 | 0.324517 |
62 | 0.638108 | 0.723785 | 0.361892 |
63 | 0.614303 | 0.771394 | 0.385697 |
64 | 0.572898 | 0.854203 | 0.427102 |
65 | 0.530844 | 0.938312 | 0.469156 |
66 | 0.517526 | 0.964949 | 0.482474 |
67 | 0.543711 | 0.912578 | 0.456289 |
68 | 0.520707 | 0.958585 | 0.479293 |
69 | 0.479822 | 0.959644 | 0.520178 |
70 | 0.451993 | 0.903986 | 0.548007 |
71 | 0.412348 | 0.824697 | 0.587652 |
72 | 0.384434 | 0.768868 | 0.615566 |
73 | 0.351724 | 0.703448 | 0.648276 |
74 | 0.341923 | 0.683846 | 0.658077 |
75 | 0.317707 | 0.635413 | 0.682293 |
76 | 0.450731 | 0.901462 | 0.549269 |
77 | 0.421356 | 0.842712 | 0.578644 |
78 | 0.422222 | 0.844444 | 0.577778 |
79 | 0.384395 | 0.76879 | 0.615605 |
80 | 0.512858 | 0.974285 | 0.487142 |
81 | 0.483386 | 0.966773 | 0.516614 |
82 | 0.509875 | 0.98025 | 0.490125 |
83 | 0.470978 | 0.941956 | 0.529022 |
84 | 0.434444 | 0.868889 | 0.565556 |
85 | 0.396455 | 0.792909 | 0.603545 |
86 | 0.360906 | 0.721812 | 0.639094 |
87 | 0.332123 | 0.664246 | 0.667877 |
88 | 0.298559 | 0.597117 | 0.701441 |
89 | 0.372872 | 0.745745 | 0.627128 |
90 | 0.344154 | 0.688308 | 0.655846 |
91 | 0.312447 | 0.624895 | 0.687553 |
92 | 0.281231 | 0.562461 | 0.718769 |
93 | 0.269244 | 0.538487 | 0.730756 |
94 | 0.24551 | 0.49102 | 0.75449 |
95 | 0.217412 | 0.434824 | 0.782588 |
96 | 0.199858 | 0.399716 | 0.800142 |
97 | 0.186729 | 0.373458 | 0.813271 |
98 | 0.162787 | 0.325574 | 0.837213 |
99 | 0.161034 | 0.322068 | 0.838966 |
100 | 0.141467 | 0.282934 | 0.858533 |
101 | 0.129831 | 0.259662 | 0.870169 |
102 | 0.114018 | 0.228035 | 0.885982 |
103 | 0.146872 | 0.293744 | 0.853128 |
104 | 0.164088 | 0.328176 | 0.835912 |
105 | 0.164225 | 0.32845 | 0.835775 |
106 | 0.143265 | 0.286531 | 0.856735 |
107 | 0.155684 | 0.311367 | 0.844316 |
108 | 0.14362 | 0.28724 | 0.85638 |
109 | 0.241211 | 0.482422 | 0.758789 |
110 | 0.229842 | 0.459685 | 0.770158 |
111 | 0.20351 | 0.40702 | 0.79649 |
112 | 0.195171 | 0.390341 | 0.804829 |
113 | 0.17155 | 0.3431 | 0.82845 |
114 | 0.154962 | 0.309924 | 0.845038 |
115 | 0.135982 | 0.271963 | 0.864018 |
116 | 0.118136 | 0.236271 | 0.881864 |
117 | 0.104059 | 0.208117 | 0.895941 |
118 | 0.138094 | 0.276188 | 0.861906 |
119 | 0.138604 | 0.277207 | 0.861396 |
120 | 0.121164 | 0.242327 | 0.878836 |
121 | 0.107645 | 0.21529 | 0.892355 |
122 | 0.0940642 | 0.188128 | 0.905936 |
123 | 0.116962 | 0.233924 | 0.883038 |
124 | 0.104598 | 0.209196 | 0.895402 |
125 | 0.100589 | 0.201177 | 0.899411 |
126 | 0.0959518 | 0.191904 | 0.904048 |
127 | 0.0841586 | 0.168317 | 0.915841 |
128 | 0.0750535 | 0.150107 | 0.924947 |
129 | 0.0631411 | 0.126282 | 0.936859 |
130 | 0.0657704 | 0.131541 | 0.93423 |
131 | 0.0650174 | 0.130035 | 0.934983 |
132 | 0.061886 | 0.123772 | 0.938114 |
133 | 0.054979 | 0.109958 | 0.945021 |
134 | 0.0460752 | 0.0921504 | 0.953925 |
135 | 0.0461373 | 0.0922745 | 0.953863 |
136 | 0.0924491 | 0.184898 | 0.907551 |
137 | 0.0784292 | 0.156858 | 0.921571 |
138 | 0.0671936 | 0.134387 | 0.932806 |
139 | 0.0646859 | 0.129372 | 0.935314 |
140 | 0.0633743 | 0.126749 | 0.936626 |
141 | 0.0739476 | 0.147895 | 0.926052 |
142 | 0.0723577 | 0.144715 | 0.927642 |
143 | 0.0610354 | 0.122071 | 0.938965 |
144 | 0.0511663 | 0.102333 | 0.948834 |
145 | 0.0425903 | 0.0851807 | 0.95741 |
146 | 0.0351524 | 0.0703048 | 0.964848 |
147 | 0.0387383 | 0.0774766 | 0.961262 |
148 | 0.0457645 | 0.0915289 | 0.954236 |
149 | 0.041797 | 0.083594 | 0.958203 |
150 | 0.0344883 | 0.0689765 | 0.965512 |
151 | 0.0378087 | 0.0756173 | 0.962191 |
152 | 0.0398487 | 0.0796974 | 0.960151 |
153 | 0.0409667 | 0.0819335 | 0.959033 |
154 | 0.0379975 | 0.0759951 | 0.962002 |
155 | 0.0428624 | 0.0857249 | 0.957138 |
156 | 0.0360248 | 0.0720496 | 0.963975 |
157 | 0.0295366 | 0.0590733 | 0.970463 |
158 | 0.0252299 | 0.0504597 | 0.97477 |
159 | 0.0404999 | 0.0809999 | 0.9595 |
160 | 0.0402864 | 0.0805729 | 0.959714 |
161 | 0.0339413 | 0.0678826 | 0.966059 |
162 | 0.0825201 | 0.16504 | 0.91748 |
163 | 0.0718234 | 0.143647 | 0.928177 |
164 | 0.252884 | 0.505768 | 0.747116 |
165 | 0.230098 | 0.460196 | 0.769902 |
166 | 0.311241 | 0.622483 | 0.688759 |
167 | 0.292249 | 0.584497 | 0.707751 |
168 | 0.274079 | 0.548158 | 0.725921 |
169 | 0.246834 | 0.493667 | 0.753166 |
170 | 0.220698 | 0.441396 | 0.779302 |
171 | 0.219991 | 0.439982 | 0.780009 |
172 | 0.194735 | 0.389469 | 0.805265 |
173 | 0.256527 | 0.513054 | 0.743473 |
174 | 0.241942 | 0.483884 | 0.758058 |
175 | 0.221311 | 0.442621 | 0.778689 |
176 | 0.289938 | 0.579877 | 0.710062 |
177 | 0.268788 | 0.537577 | 0.731212 |
178 | 0.269318 | 0.538635 | 0.730682 |
179 | 0.264351 | 0.528702 | 0.735649 |
180 | 0.246166 | 0.492332 | 0.753834 |
181 | 0.271654 | 0.543307 | 0.728346 |
182 | 0.381331 | 0.762661 | 0.618669 |
183 | 0.360361 | 0.720723 | 0.639639 |
184 | 0.363888 | 0.727777 | 0.636112 |
185 | 0.346109 | 0.692217 | 0.653891 |
186 | 0.434663 | 0.869326 | 0.565337 |
187 | 0.396904 | 0.793808 | 0.603096 |
188 | 0.359794 | 0.719588 | 0.640206 |
189 | 0.333076 | 0.666151 | 0.666924 |
190 | 0.390507 | 0.781013 | 0.609493 |
191 | 0.499013 | 0.998025 | 0.500987 |
192 | 0.527782 | 0.944437 | 0.472218 |
193 | 0.519285 | 0.961429 | 0.480715 |
194 | 0.484074 | 0.968148 | 0.515926 |
195 | 0.455027 | 0.910055 | 0.544973 |
196 | 0.486729 | 0.973458 | 0.513271 |
197 | 0.675795 | 0.648411 | 0.324205 |
198 | 0.678828 | 0.642345 | 0.321172 |
199 | 0.639745 | 0.72051 | 0.360255 |
200 | 0.601231 | 0.797539 | 0.398769 |
201 | 0.559378 | 0.881244 | 0.440622 |
202 | 0.520849 | 0.958302 | 0.479151 |
203 | 0.484744 | 0.969489 | 0.515256 |
204 | 0.469728 | 0.939455 | 0.530272 |
205 | 0.436832 | 0.873665 | 0.563168 |
206 | 0.394351 | 0.788702 | 0.605649 |
207 | 0.352754 | 0.705509 | 0.647246 |
208 | 0.316939 | 0.633879 | 0.683061 |
209 | 0.278518 | 0.557035 | 0.721482 |
210 | 0.258939 | 0.517878 | 0.741061 |
211 | 0.234092 | 0.468184 | 0.765908 |
212 | 0.20198 | 0.403959 | 0.79802 |
213 | 0.230858 | 0.461717 | 0.769142 |
214 | 0.213861 | 0.427722 | 0.786139 |
215 | 0.182924 | 0.365849 | 0.817076 |
216 | 0.15552 | 0.311041 | 0.84448 |
217 | 0.144927 | 0.289855 | 0.855073 |
218 | 0.120244 | 0.240489 | 0.879756 |
219 | 0.118809 | 0.237617 | 0.881191 |
220 | 0.117604 | 0.235207 | 0.882396 |
221 | 0.123974 | 0.247949 | 0.876026 |
222 | 0.105596 | 0.211193 | 0.894404 |
223 | 0.0852802 | 0.17056 | 0.91472 |
224 | 0.0877398 | 0.17548 | 0.91226 |
225 | 0.0733579 | 0.146716 | 0.926642 |
226 | 0.0593637 | 0.118727 | 0.940636 |
227 | 0.0454928 | 0.0909857 | 0.954507 |
228 | 0.0538314 | 0.107663 | 0.946169 |
229 | 0.0744015 | 0.148803 | 0.925599 |
230 | 0.0715804 | 0.143161 | 0.92842 |
231 | 0.0554153 | 0.110831 | 0.944585 |
232 | 0.051608 | 0.103216 | 0.948392 |
233 | 0.103911 | 0.207823 | 0.896089 |
234 | 0.112256 | 0.224512 | 0.887744 |
235 | 0.109617 | 0.219234 | 0.890383 |
236 | 0.086293 | 0.172586 | 0.913707 |
237 | 0.123227 | 0.246455 | 0.876773 |
238 | 0.166369 | 0.332737 | 0.833631 |
239 | 0.273708 | 0.547417 | 0.726292 |
240 | 0.271278 | 0.542556 | 0.728722 |
241 | 0.226025 | 0.452051 | 0.773975 |
242 | 0.275517 | 0.551035 | 0.724483 |
243 | 0.215204 | 0.430408 | 0.784796 |
244 | 0.161529 | 0.323059 | 0.838471 |
245 | 0.221495 | 0.44299 | 0.778505 |
246 | 0.238403 | 0.476805 | 0.761597 |
247 | 0.173415 | 0.346831 | 0.826585 |
248 | 0.218715 | 0.43743 | 0.781285 |
249 | 0.214538 | 0.429077 | 0.785462 |
250 | 0.195987 | 0.391974 | 0.804013 |
251 | 0.223976 | 0.447952 | 0.776024 |
252 | 0.880872 | 0.238255 | 0.119128 |
253 | 0.794906 | 0.410189 | 0.205094 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 5 | 0.0205761 | NOK |
5% type I error level | 9 | 0.037037 | OK |
10% type I error level | 33 | 0.135802 | NOK |