Multiple Linear Regression - Estimated Regression Equation |
Connected[t] = + 22.7566 + 0.428907Separate[t] + 0.110822Learning[t] -0.0623794Software[t] + 0.00934045Happiness[t] -0.0422823Depression[t] -0.0543569Sport1[t] + 0.121613Sport2[t] -0.480224Month[t] -0.00121396t + 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) | 22.7566 | 6.90113 | 3.298 | 0.00111483 | 0.000557417 |
Separate | 0.428907 | 0.0577939 | 7.421 | 1.74467e-12 | 8.72334e-13 |
Learning | 0.110822 | 0.113114 | 0.9797 | 0.328147 | 0.164074 |
Software | -0.0623794 | 0.116927 | -0.5335 | 0.594161 | 0.29708 |
Happiness | 0.00934045 | 0.105234 | 0.08876 | 0.929343 | 0.464672 |
Depression | -0.0422823 | 0.0767155 | -0.5512 | 0.582011 | 0.291005 |
Sport1 | -0.0543569 | 0.0685519 | -0.7929 | 0.428558 | 0.214279 |
Sport2 | 0.121613 | 0.101645 | 1.196 | 0.232638 | 0.116319 |
Month | -0.480224 | 0.737854 | -0.6508 | 0.515739 | 0.25787 |
t | -0.00121396 | 0.00785934 | -0.1545 | 0.877369 | 0.438685 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.493598 |
R-squared | 0.243639 |
Adjusted R-squared | 0.216839 |
F-TEST (value) | 9.09094 |
F-TEST (DF numerator) | 9 |
F-TEST (DF denominator) | 254 |
p-value | 6.51679e-12 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 3.35975 |
Sum Squared Residuals | 2867.13 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 41 | 36.058 | 4.94195 |
2 | 39 | 34.6378 | 4.36218 |
3 | 30 | 35.6436 | -5.6436 |
4 | 31 | 34.8206 | -3.82063 |
5 | 34 | 35.7632 | -1.76324 |
6 | 35 | 32.8192 | 2.18079 |
7 | 39 | 33.8986 | 5.10141 |
8 | 34 | 35.9307 | -1.93069 |
9 | 36 | 35.4058 | 0.594182 |
10 | 37 | 36.997 | 0.00304733 |
11 | 38 | 34.2675 | 3.73249 |
12 | 36 | 34.9446 | 1.05538 |
13 | 38 | 35.3802 | 2.61985 |
14 | 39 | 36.4385 | 2.56151 |
15 | 33 | 36.696 | -3.69597 |
16 | 32 | 34.247 | -2.24705 |
17 | 36 | 34.1121 | 1.88786 |
18 | 38 | 37.6565 | 0.34353 |
19 | 39 | 37.2338 | 1.76615 |
20 | 32 | 34.0394 | -2.03943 |
21 | 32 | 34.815 | -2.81502 |
22 | 31 | 33.8941 | -2.89409 |
23 | 39 | 36.7012 | 2.29885 |
24 | 37 | 37.1956 | -0.195631 |
25 | 39 | 34.6075 | 4.39245 |
26 | 41 | 34.2719 | 6.72813 |
27 | 36 | 35.3455 | 0.654512 |
28 | 33 | 36.1561 | -3.15605 |
29 | 33 | 34.3588 | -1.35881 |
30 | 34 | 34.7419 | -0.741945 |
31 | 31 | 33.9862 | -2.98624 |
32 | 27 | 33.5167 | -6.51673 |
33 | 37 | 33.7243 | 3.27566 |
34 | 34 | 36.9636 | -2.9636 |
35 | 34 | 32.7287 | 1.27131 |
36 | 32 | 34.5192 | -2.5192 |
37 | 29 | 32.5462 | -3.5462 |
38 | 36 | 34.3481 | 1.65192 |
39 | 29 | 34.0318 | -5.03175 |
40 | 35 | 34.745 | 0.254962 |
41 | 37 | 34.4689 | 2.53107 |
42 | 34 | 34.1722 | -0.172184 |
43 | 38 | 34.2773 | 3.7227 |
44 | 35 | 33.9264 | 1.07361 |
45 | 38 | 32.3492 | 5.65082 |
46 | 37 | 34.5823 | 2.4177 |
47 | 38 | 37.3012 | 0.698794 |
48 | 33 | 35.1277 | -2.12774 |
49 | 36 | 36.3704 | -0.370436 |
50 | 38 | 33.954 | 4.046 |
51 | 32 | 36.7349 | -4.73488 |
52 | 32 | 32.9278 | -0.927802 |
53 | 32 | 33.5223 | -1.52234 |
54 | 34 | 37.3739 | -3.37392 |
55 | 32 | 33.3789 | -1.3789 |
56 | 37 | 35.6673 | 1.33272 |
57 | 39 | 35.0228 | 3.97722 |
58 | 29 | 35.197 | -6.19701 |
59 | 37 | 35.7303 | 1.26966 |
60 | 35 | 34.9962 | 0.00382939 |
61 | 30 | 31.5029 | -1.50291 |
62 | 38 | 34.8679 | 3.1321 |
63 | 34 | 35.3539 | -1.35392 |
64 | 31 | 34.7162 | -3.71623 |
65 | 34 | 33.3448 | 0.655216 |
66 | 35 | 36.0556 | -1.05563 |
67 | 36 | 34.9104 | 1.08961 |
68 | 30 | 31.3837 | -1.3837 |
69 | 39 | 36.3954 | 2.60456 |
70 | 35 | 35.6688 | -0.668818 |
71 | 38 | 35.2082 | 2.79184 |
72 | 31 | 35.6239 | -4.62393 |
73 | 34 | 36.7396 | -2.73956 |
74 | 38 | 37.4024 | 0.597619 |
75 | 34 | 31.6394 | 2.36061 |
76 | 39 | 32.9711 | 6.02892 |
77 | 37 | 35.7262 | 1.27384 |
78 | 34 | 33.2457 | 0.75426 |
79 | 28 | 32.9675 | -4.96747 |
80 | 37 | 31.2812 | 5.71883 |
81 | 33 | 35.2963 | -2.29629 |
82 | 35 | 36.1218 | -1.12179 |
83 | 37 | 33.8247 | 3.17532 |
84 | 32 | 34.4814 | -2.48138 |
85 | 33 | 33.4081 | -0.408076 |
86 | 38 | 36.5537 | 1.44632 |
87 | 33 | 34.4367 | -1.43668 |
88 | 29 | 33.1623 | -4.1623 |
89 | 33 | 33.4736 | -0.473575 |
90 | 31 | 35.2895 | -4.28947 |
91 | 36 | 33.0823 | 2.91766 |
92 | 35 | 37.4516 | -2.45162 |
93 | 32 | 31.6413 | 0.358675 |
94 | 29 | 32.3597 | -3.35975 |
95 | 39 | 35.4806 | 3.51935 |
96 | 37 | 34.7261 | 2.27391 |
97 | 35 | 33.3645 | 1.63552 |
98 | 37 | 34.571 | 2.42897 |
99 | 32 | 35.3829 | -3.3829 |
100 | 38 | 35.2509 | 2.74912 |
101 | 37 | 34.8706 | 2.12942 |
102 | 36 | 36.3264 | -0.32645 |
103 | 32 | 31.9727 | 0.0272964 |
104 | 33 | 36.5277 | -3.52767 |
105 | 40 | 32.8146 | 7.18539 |
106 | 38 | 35.2419 | 2.75812 |
107 | 41 | 36.4101 | 4.58995 |
108 | 36 | 34.4591 | 1.5409 |
109 | 43 | 36.9559 | 6.04406 |
110 | 30 | 34.68 | -4.67996 |
111 | 31 | 33.6705 | -2.67046 |
112 | 32 | 38.163 | -6.16302 |
113 | 32 | 31.4943 | 0.505669 |
114 | 37 | 34.3503 | 2.6497 |
115 | 37 | 34.2211 | 2.77893 |
116 | 33 | 36.3272 | -3.32717 |
117 | 34 | 37.3112 | -3.31124 |
118 | 33 | 34.6847 | -1.68472 |
119 | 38 | 35.5683 | 2.43172 |
120 | 33 | 34.9886 | -1.98856 |
121 | 31 | 31.3521 | -0.352067 |
122 | 38 | 36.6301 | 1.36989 |
123 | 37 | 36.3899 | 0.610112 |
124 | 36 | 33.1309 | 2.86912 |
125 | 31 | 33.8719 | -2.87195 |
126 | 39 | 34.1821 | 4.81791 |
127 | 44 | 36.7899 | 7.21011 |
128 | 33 | 36.0955 | -3.09549 |
129 | 35 | 33.6231 | 1.37691 |
130 | 32 | 34.0046 | -2.00456 |
131 | 28 | 32.4578 | -4.45778 |
132 | 40 | 36.0638 | 3.9362 |
133 | 27 | 32.141 | -5.141 |
134 | 37 | 36.0976 | 0.90238 |
135 | 32 | 32.5252 | -0.525205 |
136 | 28 | 28.3127 | -0.312689 |
137 | 34 | 34.998 | -0.998026 |
138 | 30 | 34.1412 | -4.14124 |
139 | 35 | 34.26 | 0.740034 |
140 | 31 | 34.3033 | -3.30332 |
141 | 32 | 34.4354 | -2.43539 |
142 | 30 | 35.9462 | -5.94623 |
143 | 30 | 35.135 | -5.13497 |
144 | 31 | 29.7728 | 1.22718 |
145 | 40 | 33.2189 | 6.78107 |
146 | 32 | 31.7682 | 0.231779 |
147 | 36 | 34.8216 | 1.17835 |
148 | 32 | 33.2598 | -1.25982 |
149 | 35 | 33.2846 | 1.71538 |
150 | 38 | 36.6384 | 1.36158 |
151 | 42 | 35.3163 | 6.68375 |
152 | 34 | 36.1757 | -2.17574 |
153 | 35 | 36.9368 | -1.93685 |
154 | 38 | 34.6424 | 3.35762 |
155 | 33 | 32.9943 | 0.0057328 |
156 | 36 | 33.0034 | 2.99656 |
157 | 32 | 35.7173 | -3.71729 |
158 | 33 | 36.0591 | -3.05907 |
159 | 34 | 33.9505 | 0.049486 |
160 | 32 | 35.7551 | -3.7551 |
161 | 34 | 35.4297 | -1.4297 |
162 | 27 | 29.9664 | -2.96638 |
163 | 31 | 30.1104 | 0.889615 |
164 | 38 | 33.3668 | 4.63317 |
165 | 34 | 35.6877 | -1.68773 |
166 | 24 | 30.9572 | -6.95722 |
167 | 30 | 33.5116 | -3.51164 |
168 | 26 | 29.312 | -3.31205 |
169 | 34 | 35.2905 | -1.29051 |
170 | 27 | 34.503 | -7.50299 |
171 | 37 | 31.9829 | 5.01706 |
172 | 36 | 35.2388 | 0.761169 |
173 | 41 | 34.0346 | 6.96541 |
174 | 29 | 28.9983 | 0.00165742 |
175 | 36 | 30.8895 | 5.11055 |
176 | 32 | 34.1004 | -2.1004 |
177 | 37 | 33.1847 | 3.81534 |
178 | 30 | 31.4802 | -1.48022 |
179 | 31 | 32.5515 | -1.55151 |
180 | 38 | 34.4898 | 3.51024 |
181 | 36 | 34.4633 | 1.53672 |
182 | 35 | 32.0503 | 2.94973 |
183 | 31 | 35.0836 | -4.08356 |
184 | 38 | 33.0864 | 4.91361 |
185 | 22 | 30.9323 | -8.93226 |
186 | 32 | 34.2515 | -2.2515 |
187 | 36 | 33.7735 | 2.22647 |
188 | 39 | 32.6628 | 6.33722 |
189 | 28 | 30.2791 | -2.27907 |
190 | 32 | 34.2332 | -2.23323 |
191 | 32 | 32.3111 | -0.311127 |
192 | 38 | 36.4041 | 1.59591 |
193 | 32 | 33.3995 | -1.39949 |
194 | 35 | 35.2374 | -0.237402 |
195 | 32 | 32.7648 | -0.76476 |
196 | 37 | 35.5991 | 1.40087 |
197 | 34 | 32.6135 | 1.38653 |
198 | 33 | 35.3409 | -2.34091 |
199 | 33 | 32.7775 | 0.222505 |
200 | 26 | 32.7182 | -6.71822 |
201 | 30 | 32.0876 | -2.08755 |
202 | 24 | 31.7705 | -7.77045 |
203 | 34 | 31.9061 | 2.09389 |
204 | 34 | 32.3835 | 1.61652 |
205 | 33 | 33.9621 | -0.962072 |
206 | 34 | 34.6815 | -0.681483 |
207 | 35 | 35.8711 | -0.871147 |
208 | 35 | 34.1455 | 0.854459 |
209 | 36 | 33.0451 | 2.95494 |
210 | 34 | 33.5684 | 0.431596 |
211 | 34 | 32.7042 | 1.29582 |
212 | 41 | 38.2339 | 2.76615 |
213 | 32 | 36.0988 | -4.09881 |
214 | 30 | 33.3112 | -3.31125 |
215 | 35 | 33.856 | 1.14397 |
216 | 28 | 29.9057 | -1.90568 |
217 | 33 | 34.8175 | -1.81748 |
218 | 39 | 34.1557 | 4.84432 |
219 | 36 | 33.3685 | 2.63152 |
220 | 36 | 36.263 | -0.262986 |
221 | 35 | 33.1103 | 1.88965 |
222 | 38 | 33.8324 | 4.16764 |
223 | 33 | 32.6541 | 0.345894 |
224 | 31 | 32.8925 | -1.89252 |
225 | 34 | 31.9892 | 2.01077 |
226 | 32 | 34.2337 | -2.23372 |
227 | 31 | 32.6416 | -1.64162 |
228 | 33 | 33.0853 | -0.0853386 |
229 | 34 | 32.6301 | 1.36988 |
230 | 34 | 33.9526 | 0.0474285 |
231 | 34 | 32.1207 | 1.87927 |
232 | 33 | 35.092 | -2.092 |
233 | 32 | 34.1579 | -2.15793 |
234 | 41 | 33.5486 | 7.45138 |
235 | 34 | 32.937 | 1.06305 |
236 | 36 | 32.0142 | 3.98583 |
237 | 37 | 31.4655 | 5.53454 |
238 | 36 | 30.325 | 5.67503 |
239 | 29 | 32.4487 | -3.44868 |
240 | 37 | 31.7542 | 5.24581 |
241 | 27 | 33.0888 | -6.08877 |
242 | 35 | 33.3611 | 1.63892 |
243 | 28 | 30.6489 | -2.64894 |
244 | 35 | 33.1108 | 1.8892 |
245 | 37 | 33.0477 | 3.95225 |
246 | 29 | 33.6323 | -4.6323 |
247 | 32 | 34.1964 | -2.19641 |
248 | 36 | 31.7382 | 4.26175 |
249 | 19 | 27.5916 | -8.59157 |
250 | 21 | 26.7203 | -5.72027 |
251 | 31 | 33.3856 | -2.38557 |
252 | 33 | 32.4434 | 0.556595 |
253 | 36 | 33.8534 | 2.14662 |
254 | 33 | 33.2332 | -0.233197 |
255 | 37 | 33.0726 | 3.92743 |
256 | 34 | 33.2479 | 0.752074 |
257 | 35 | 34.405 | 0.594963 |
258 | 31 | 32.7558 | -1.75581 |
259 | 37 | 33.3472 | 3.65284 |
260 | 35 | 31.8493 | 3.15074 |
261 | 27 | 31.7665 | -4.76649 |
262 | 34 | 34.8476 | -0.847618 |
263 | 40 | 33.8859 | 6.11415 |
264 | 29 | 32.8078 | -3.80781 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
13 | 0.814006 | 0.371988 | 0.185994 |
14 | 0.771708 | 0.456584 | 0.228292 |
15 | 0.680803 | 0.638394 | 0.319197 |
16 | 0.693284 | 0.613433 | 0.306716 |
17 | 0.742131 | 0.515739 | 0.257869 |
18 | 0.729074 | 0.541853 | 0.270926 |
19 | 0.642217 | 0.715567 | 0.357783 |
20 | 0.669489 | 0.661023 | 0.330511 |
21 | 0.694347 | 0.611307 | 0.305653 |
22 | 0.630788 | 0.738424 | 0.369212 |
23 | 0.639488 | 0.721025 | 0.360512 |
24 | 0.562766 | 0.874469 | 0.437234 |
25 | 0.647187 | 0.705627 | 0.352813 |
26 | 0.790917 | 0.418165 | 0.209083 |
27 | 0.766735 | 0.466529 | 0.233265 |
28 | 0.722844 | 0.554312 | 0.277156 |
29 | 0.702533 | 0.594935 | 0.297467 |
30 | 0.643708 | 0.712585 | 0.356292 |
31 | 0.615969 | 0.768062 | 0.384031 |
32 | 0.695198 | 0.609604 | 0.304802 |
33 | 0.71583 | 0.568341 | 0.28417 |
34 | 0.666659 | 0.666682 | 0.333341 |
35 | 0.616599 | 0.766801 | 0.383401 |
36 | 0.562655 | 0.87469 | 0.437345 |
37 | 0.514313 | 0.971374 | 0.485687 |
38 | 0.499726 | 0.999452 | 0.500274 |
39 | 0.564443 | 0.871115 | 0.435557 |
40 | 0.512527 | 0.974946 | 0.487473 |
41 | 0.496624 | 0.993249 | 0.503376 |
42 | 0.447401 | 0.894802 | 0.552599 |
43 | 0.41353 | 0.827059 | 0.58647 |
44 | 0.373729 | 0.747459 | 0.626271 |
45 | 0.464283 | 0.928566 | 0.535717 |
46 | 0.484759 | 0.969518 | 0.515241 |
47 | 0.463375 | 0.926751 | 0.536625 |
48 | 0.426205 | 0.85241 | 0.573795 |
49 | 0.377457 | 0.754914 | 0.622543 |
50 | 0.393625 | 0.787251 | 0.606375 |
51 | 0.425805 | 0.85161 | 0.574195 |
52 | 0.38287 | 0.76574 | 0.61713 |
53 | 0.339683 | 0.679367 | 0.660317 |
54 | 0.305001 | 0.610002 | 0.694999 |
55 | 0.265726 | 0.531452 | 0.734274 |
56 | 0.263067 | 0.526135 | 0.736933 |
57 | 0.284351 | 0.568703 | 0.715649 |
58 | 0.386665 | 0.77333 | 0.613335 |
59 | 0.350932 | 0.701864 | 0.649068 |
60 | 0.309776 | 0.619552 | 0.690224 |
61 | 0.276457 | 0.552915 | 0.723543 |
62 | 0.264454 | 0.528908 | 0.735546 |
63 | 0.234333 | 0.468665 | 0.765667 |
64 | 0.232227 | 0.464454 | 0.767773 |
65 | 0.200269 | 0.400539 | 0.799731 |
66 | 0.171301 | 0.342602 | 0.828699 |
67 | 0.150645 | 0.30129 | 0.849355 |
68 | 0.152895 | 0.30579 | 0.847105 |
69 | 0.169344 | 0.338688 | 0.830656 |
70 | 0.144198 | 0.288396 | 0.855802 |
71 | 0.154184 | 0.308369 | 0.845816 |
72 | 0.17725 | 0.3545 | 0.82275 |
73 | 0.166594 | 0.333189 | 0.833406 |
74 | 0.142582 | 0.285165 | 0.857418 |
75 | 0.125984 | 0.251968 | 0.874016 |
76 | 0.172652 | 0.345303 | 0.827348 |
77 | 0.150889 | 0.301778 | 0.849111 |
78 | 0.12857 | 0.257141 | 0.87143 |
79 | 0.160492 | 0.320984 | 0.839508 |
80 | 0.186276 | 0.372552 | 0.813724 |
81 | 0.175291 | 0.350582 | 0.824709 |
82 | 0.152143 | 0.304286 | 0.847857 |
83 | 0.14697 | 0.293939 | 0.85303 |
84 | 0.137576 | 0.275153 | 0.862424 |
85 | 0.118648 | 0.237297 | 0.881352 |
86 | 0.107621 | 0.215242 | 0.892379 |
87 | 0.0939677 | 0.187935 | 0.906032 |
88 | 0.106213 | 0.212426 | 0.893787 |
89 | 0.0893732 | 0.178746 | 0.910627 |
90 | 0.090175 | 0.18035 | 0.909825 |
91 | 0.086364 | 0.172728 | 0.913636 |
92 | 0.0758314 | 0.151663 | 0.924169 |
93 | 0.0631764 | 0.126353 | 0.936824 |
94 | 0.0624073 | 0.124815 | 0.937593 |
95 | 0.065741 | 0.131482 | 0.934259 |
96 | 0.0628794 | 0.125759 | 0.937121 |
97 | 0.0539254 | 0.107851 | 0.946075 |
98 | 0.0495743 | 0.0991485 | 0.950426 |
99 | 0.0474671 | 0.0949342 | 0.952533 |
100 | 0.0457338 | 0.0914677 | 0.954266 |
101 | 0.0420089 | 0.0840178 | 0.957991 |
102 | 0.0343983 | 0.0687966 | 0.965602 |
103 | 0.0279264 | 0.0558527 | 0.972074 |
104 | 0.026851 | 0.053702 | 0.973149 |
105 | 0.0656045 | 0.131209 | 0.934395 |
106 | 0.0632235 | 0.126447 | 0.936776 |
107 | 0.0796247 | 0.159249 | 0.920375 |
108 | 0.0695165 | 0.139033 | 0.930484 |
109 | 0.112956 | 0.225911 | 0.887044 |
110 | 0.128424 | 0.256849 | 0.871576 |
111 | 0.121804 | 0.243608 | 0.878196 |
112 | 0.154054 | 0.308109 | 0.845946 |
113 | 0.142028 | 0.284056 | 0.857972 |
114 | 0.140938 | 0.281876 | 0.859062 |
115 | 0.13637 | 0.27274 | 0.86363 |
116 | 0.131643 | 0.263286 | 0.868357 |
117 | 0.125698 | 0.251396 | 0.874302 |
118 | 0.110052 | 0.220104 | 0.889948 |
119 | 0.105506 | 0.211012 | 0.894494 |
120 | 0.0937932 | 0.187586 | 0.906207 |
121 | 0.0810477 | 0.162095 | 0.918952 |
122 | 0.075029 | 0.150058 | 0.924971 |
123 | 0.0646536 | 0.129307 | 0.935346 |
124 | 0.0625282 | 0.125056 | 0.937472 |
125 | 0.0584002 | 0.1168 | 0.9416 |
126 | 0.073287 | 0.146574 | 0.926713 |
127 | 0.132222 | 0.264445 | 0.867778 |
128 | 0.12874 | 0.257481 | 0.87126 |
129 | 0.114936 | 0.229873 | 0.885064 |
130 | 0.105568 | 0.211136 | 0.894432 |
131 | 0.113191 | 0.226381 | 0.886809 |
132 | 0.122279 | 0.244557 | 0.877721 |
133 | 0.144786 | 0.289571 | 0.855214 |
134 | 0.128422 | 0.256843 | 0.871578 |
135 | 0.110813 | 0.221626 | 0.889187 |
136 | 0.0961716 | 0.192343 | 0.903828 |
137 | 0.0822629 | 0.164526 | 0.917737 |
138 | 0.0889922 | 0.177984 | 0.911008 |
139 | 0.0763215 | 0.152643 | 0.923678 |
140 | 0.0752685 | 0.150537 | 0.924731 |
141 | 0.0713245 | 0.142649 | 0.928675 |
142 | 0.0979017 | 0.195803 | 0.902098 |
143 | 0.117005 | 0.23401 | 0.882995 |
144 | 0.105809 | 0.211618 | 0.894191 |
145 | 0.182127 | 0.364255 | 0.817873 |
146 | 0.162965 | 0.325931 | 0.837035 |
147 | 0.148775 | 0.29755 | 0.851225 |
148 | 0.129949 | 0.259897 | 0.870051 |
149 | 0.118899 | 0.237799 | 0.881101 |
150 | 0.106442 | 0.212885 | 0.893558 |
151 | 0.174373 | 0.348746 | 0.825627 |
152 | 0.159865 | 0.31973 | 0.840135 |
153 | 0.144186 | 0.288371 | 0.855814 |
154 | 0.161219 | 0.322439 | 0.838781 |
155 | 0.141532 | 0.283064 | 0.858468 |
156 | 0.155894 | 0.311789 | 0.844106 |
157 | 0.149227 | 0.298455 | 0.850773 |
158 | 0.136527 | 0.273054 | 0.863473 |
159 | 0.131406 | 0.262811 | 0.868594 |
160 | 0.121102 | 0.242204 | 0.878898 |
161 | 0.103521 | 0.207042 | 0.896479 |
162 | 0.0966742 | 0.193348 | 0.903326 |
163 | 0.0882421 | 0.176484 | 0.911758 |
164 | 0.116587 | 0.233174 | 0.883413 |
165 | 0.104268 | 0.208537 | 0.895732 |
166 | 0.177686 | 0.355372 | 0.822314 |
167 | 0.175543 | 0.351086 | 0.824457 |
168 | 0.163322 | 0.326643 | 0.836678 |
169 | 0.148804 | 0.297607 | 0.851196 |
170 | 0.251899 | 0.503798 | 0.748101 |
171 | 0.281983 | 0.563966 | 0.718017 |
172 | 0.252314 | 0.504628 | 0.747686 |
173 | 0.354122 | 0.708243 | 0.645878 |
174 | 0.31913 | 0.638261 | 0.68087 |
175 | 0.38566 | 0.771321 | 0.61434 |
176 | 0.358469 | 0.716938 | 0.641531 |
177 | 0.363048 | 0.726097 | 0.636952 |
178 | 0.330586 | 0.661171 | 0.669414 |
179 | 0.300573 | 0.601147 | 0.699427 |
180 | 0.299253 | 0.598506 | 0.700747 |
181 | 0.269784 | 0.539568 | 0.730216 |
182 | 0.269257 | 0.538513 | 0.730743 |
183 | 0.280353 | 0.560707 | 0.719647 |
184 | 0.355751 | 0.711501 | 0.644249 |
185 | 0.581969 | 0.836062 | 0.418031 |
186 | 0.561326 | 0.877348 | 0.438674 |
187 | 0.557594 | 0.884813 | 0.442406 |
188 | 0.717929 | 0.564142 | 0.282071 |
189 | 0.691212 | 0.617577 | 0.308788 |
190 | 0.689823 | 0.620353 | 0.310177 |
191 | 0.652985 | 0.69403 | 0.347015 |
192 | 0.623784 | 0.752433 | 0.376216 |
193 | 0.587773 | 0.824453 | 0.412227 |
194 | 0.552286 | 0.895427 | 0.447714 |
195 | 0.511743 | 0.976515 | 0.488257 |
196 | 0.473596 | 0.947192 | 0.526404 |
197 | 0.46811 | 0.93622 | 0.53189 |
198 | 0.437725 | 0.87545 | 0.562275 |
199 | 0.397169 | 0.794338 | 0.602831 |
200 | 0.463806 | 0.927611 | 0.536194 |
201 | 0.428777 | 0.857553 | 0.571223 |
202 | 0.582722 | 0.834555 | 0.417278 |
203 | 0.559133 | 0.881735 | 0.440867 |
204 | 0.524859 | 0.950281 | 0.475141 |
205 | 0.480826 | 0.961652 | 0.519174 |
206 | 0.4408 | 0.8816 | 0.5592 |
207 | 0.402742 | 0.805483 | 0.597258 |
208 | 0.363292 | 0.726584 | 0.636708 |
209 | 0.335664 | 0.671328 | 0.664336 |
210 | 0.301614 | 0.603228 | 0.698386 |
211 | 0.268227 | 0.536455 | 0.731773 |
212 | 0.245445 | 0.49089 | 0.754555 |
213 | 0.304305 | 0.60861 | 0.695695 |
214 | 0.291909 | 0.583818 | 0.708091 |
215 | 0.253404 | 0.506808 | 0.746596 |
216 | 0.221525 | 0.44305 | 0.778475 |
217 | 0.198297 | 0.396593 | 0.801703 |
218 | 0.211716 | 0.423433 | 0.788284 |
219 | 0.183839 | 0.367679 | 0.816161 |
220 | 0.174122 | 0.348244 | 0.825878 |
221 | 0.145948 | 0.291897 | 0.854052 |
222 | 0.151916 | 0.303831 | 0.848084 |
223 | 0.123699 | 0.247398 | 0.876301 |
224 | 0.107207 | 0.214414 | 0.892793 |
225 | 0.151754 | 0.303508 | 0.848246 |
226 | 0.144124 | 0.288249 | 0.855876 |
227 | 0.131301 | 0.262603 | 0.868699 |
228 | 0.124628 | 0.249256 | 0.875372 |
229 | 0.100809 | 0.201619 | 0.899191 |
230 | 0.0791734 | 0.158347 | 0.920827 |
231 | 0.0731176 | 0.146235 | 0.926882 |
232 | 0.21927 | 0.43854 | 0.78073 |
233 | 0.188072 | 0.376143 | 0.811928 |
234 | 0.262582 | 0.525164 | 0.737418 |
235 | 0.213133 | 0.426267 | 0.786867 |
236 | 0.203824 | 0.407649 | 0.796176 |
237 | 0.172497 | 0.344995 | 0.827503 |
238 | 0.238891 | 0.477782 | 0.761109 |
239 | 0.192537 | 0.385074 | 0.807463 |
240 | 0.402592 | 0.805184 | 0.597408 |
241 | 0.404422 | 0.808844 | 0.595578 |
242 | 0.338475 | 0.676949 | 0.661525 |
243 | 0.267327 | 0.534653 | 0.732673 |
244 | 0.29605 | 0.5921 | 0.70395 |
245 | 0.337018 | 0.674036 | 0.662982 |
246 | 0.451358 | 0.902717 | 0.548642 |
247 | 0.429331 | 0.858661 | 0.570669 |
248 | 0.352659 | 0.705317 | 0.647341 |
249 | 0.55001 | 0.89998 | 0.44999 |
250 | 0.472879 | 0.945759 | 0.527121 |
251 | 0.398724 | 0.797447 | 0.601276 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 0 | 0 | OK |
5% type I error level | 0 | 0 | OK |
10% type I error level | 7 | 0.0292887 | OK |