Multiple Linear Regression - Estimated Regression Equation |
Connected[t] = + 23.5546 + 0.429002Separate[t] + 0.112478Learning[t] -0.0592071Software[t] + 0.0111176Happiness[t] -0.041336Depression[t] -0.0530615Sport1[t] + 0.119664Sport2[t] -0.585108Month[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) | 23.5546 | 4.56667 | 5.158 | 5.01828e-07 | 2.50914e-07 |
Separate | 0.429002 | 0.0576799 | 7.438 | 1.56186e-12 | 7.80928e-13 |
Learning | 0.112478 | 0.11239 | 1.001 | 0.317879 | 0.15894 |
Software | -0.0592071 | 0.114889 | -0.5153 | 0.606759 | 0.30338 |
Happiness | 0.0111176 | 0.104402 | 0.1065 | 0.915279 | 0.45764 |
Depression | -0.041336 | 0.076324 | -0.5416 | 0.588577 | 0.294288 |
Sport1 | -0.0530615 | 0.0679066 | -0.7814 | 0.435298 | 0.217649 |
Sport2 | 0.119664 | 0.100666 | 1.189 | 0.235653 | 0.117827 |
Month | -0.585108 | 0.288124 | -2.031 | 0.0433179 | 0.021659 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.493526 |
R-squared | 0.243568 |
Adjusted R-squared | 0.219837 |
F-TEST (value) | 10.2636 |
F-TEST (DF numerator) | 8 |
F-TEST (DF denominator) | 255 |
p-value | 1.96565e-12 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 3.35331 |
Sum Squared Residuals | 2867.4 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 41 | 36.019 | 4.981 |
2 | 39 | 34.6092 | 4.3908 |
3 | 30 | 35.6201 | -5.62005 |
4 | 31 | 34.7661 | -3.76606 |
5 | 34 | 35.7484 | -1.74836 |
6 | 35 | 32.7893 | 2.21072 |
7 | 39 | 33.8758 | 5.12419 |
8 | 34 | 35.9105 | -1.9105 |
9 | 36 | 35.3796 | 0.620402 |
10 | 37 | 36.9659 | 0.0340998 |
11 | 38 | 34.2425 | 3.75746 |
12 | 36 | 34.928 | 1.07204 |
13 | 38 | 35.3547 | 2.64528 |
14 | 39 | 36.4218 | 2.5782 |
15 | 33 | 36.6983 | -3.69828 |
16 | 32 | 34.2296 | -2.22962 |
17 | 36 | 34.094 | 1.90604 |
18 | 38 | 37.6565 | 0.343516 |
19 | 39 | 37.2166 | 1.78344 |
20 | 32 | 34.0297 | -2.02973 |
21 | 32 | 34.8056 | -2.80561 |
22 | 31 | 33.8774 | -2.87743 |
23 | 39 | 36.7013 | 2.29874 |
24 | 37 | 37.1789 | -0.178869 |
25 | 39 | 34.6118 | 4.38817 |
26 | 41 | 34.2664 | 6.73359 |
27 | 36 | 35.3473 | 0.652702 |
28 | 33 | 36.1595 | -3.15951 |
29 | 33 | 34.369 | -1.36896 |
30 | 34 | 34.7233 | -0.723295 |
31 | 31 | 33.9888 | -2.98881 |
32 | 27 | 33.5008 | -6.50081 |
33 | 37 | 33.7241 | 3.27591 |
34 | 34 | 36.9676 | -2.96758 |
35 | 34 | 32.7405 | 1.25953 |
36 | 32 | 34.501 | -2.50103 |
37 | 29 | 32.5376 | -3.5376 |
38 | 36 | 34.3588 | 1.64122 |
39 | 29 | 34.0427 | -5.04273 |
40 | 35 | 34.749 | 0.250956 |
41 | 37 | 34.4773 | 2.5227 |
42 | 34 | 34.1946 | -0.194641 |
43 | 38 | 34.3089 | 3.69111 |
44 | 35 | 33.9334 | 1.06663 |
45 | 38 | 32.36 | 5.64002 |
46 | 37 | 34.5937 | 2.40626 |
47 | 38 | 37.316 | 0.684039 |
48 | 33 | 35.1475 | -2.14755 |
49 | 36 | 36.4073 | -0.407331 |
50 | 38 | 33.976 | 4.02404 |
51 | 32 | 36.7707 | -4.77072 |
52 | 32 | 32.9496 | -0.94965 |
53 | 32 | 33.5478 | -1.54784 |
54 | 34 | 37.3901 | -3.39006 |
55 | 32 | 33.3767 | -1.37666 |
56 | 37 | 35.682 | 1.31797 |
57 | 39 | 35.0627 | 3.93734 |
58 | 29 | 35.2293 | -6.22933 |
59 | 37 | 35.7607 | 1.23933 |
60 | 35 | 35.0269 | -0.0268506 |
61 | 30 | 31.5151 | -1.51514 |
62 | 38 | 34.9115 | 3.08854 |
63 | 34 | 35.3996 | -1.39962 |
64 | 31 | 34.7544 | -3.7544 |
65 | 34 | 33.3898 | 0.6102 |
66 | 35 | 35.9941 | -0.994083 |
67 | 36 | 34.8577 | 1.14234 |
68 | 30 | 31.33 | -1.32997 |
69 | 39 | 36.3366 | 2.66343 |
70 | 35 | 35.6184 | -0.618421 |
71 | 38 | 35.127 | 2.87295 |
72 | 31 | 35.5704 | -4.5704 |
73 | 34 | 36.7055 | -2.70555 |
74 | 38 | 37.367 | 0.633012 |
75 | 34 | 31.5916 | 2.40844 |
76 | 39 | 32.9194 | 6.08056 |
77 | 37 | 35.6894 | 1.31061 |
78 | 34 | 33.1967 | 0.803301 |
79 | 28 | 32.9221 | -4.92214 |
80 | 37 | 31.2318 | 5.76821 |
81 | 33 | 35.2615 | -2.26147 |
82 | 35 | 36.078 | -1.07797 |
83 | 37 | 33.7911 | 3.20886 |
84 | 32 | 34.441 | -2.44096 |
85 | 33 | 33.3669 | -0.366867 |
86 | 38 | 36.5111 | 1.48895 |
87 | 33 | 34.403 | -1.40297 |
88 | 29 | 33.1288 | -4.12879 |
89 | 33 | 33.4369 | -0.436908 |
90 | 31 | 35.2471 | -4.24711 |
91 | 36 | 33.0636 | 2.93636 |
92 | 35 | 37.4299 | -2.42993 |
93 | 32 | 31.6207 | 0.379347 |
94 | 29 | 32.3324 | -3.33238 |
95 | 39 | 35.4576 | 3.5424 |
96 | 37 | 34.7048 | 2.29515 |
97 | 35 | 33.336 | 1.66398 |
98 | 37 | 34.5589 | 2.4411 |
99 | 32 | 35.3554 | -3.35545 |
100 | 38 | 35.2461 | 2.75385 |
101 | 37 | 34.8503 | 2.14966 |
102 | 36 | 36.3322 | -0.332156 |
103 | 32 | 31.9429 | 0.057148 |
104 | 33 | 36.5207 | -3.52067 |
105 | 40 | 32.796 | 7.20401 |
106 | 38 | 35.2349 | 2.76509 |
107 | 41 | 36.4073 | 4.59271 |
108 | 36 | 34.4416 | 1.55835 |
109 | 43 | 36.9251 | 6.07494 |
110 | 30 | 34.6791 | -4.67907 |
111 | 31 | 33.6722 | -2.67221 |
112 | 32 | 38.1554 | -6.15535 |
113 | 32 | 31.5071 | 0.492941 |
114 | 37 | 34.3428 | 2.65717 |
115 | 37 | 34.2299 | 2.77012 |
116 | 33 | 36.3291 | -3.3291 |
117 | 34 | 37.293 | -3.29297 |
118 | 33 | 34.6778 | -1.67775 |
119 | 38 | 35.5783 | 2.4217 |
120 | 33 | 34.9845 | -1.98445 |
121 | 31 | 31.3653 | -0.365299 |
122 | 38 | 36.6377 | 1.36226 |
123 | 37 | 36.4039 | 0.596086 |
124 | 36 | 33.1435 | 2.85652 |
125 | 31 | 33.8943 | -2.89427 |
126 | 39 | 34.1909 | 4.80906 |
127 | 44 | 36.8097 | 7.19029 |
128 | 33 | 36.1026 | -3.10261 |
129 | 35 | 33.6332 | 1.36681 |
130 | 32 | 34.0165 | -2.01648 |
131 | 28 | 32.4629 | -4.46289 |
132 | 40 | 36.0748 | 3.92524 |
133 | 27 | 32.1563 | -5.15628 |
134 | 37 | 36.1185 | 0.881512 |
135 | 32 | 32.5524 | -0.552361 |
136 | 28 | 28.326 | -0.326028 |
137 | 34 | 35.0144 | -1.0144 |
138 | 30 | 34.1476 | -4.14757 |
139 | 35 | 34.2683 | 0.731681 |
140 | 31 | 34.3164 | -3.31642 |
141 | 32 | 34.4525 | -2.45253 |
142 | 30 | 35.9757 | -5.97573 |
143 | 30 | 35.1811 | -5.18108 |
144 | 31 | 29.8084 | 1.19157 |
145 | 40 | 33.2359 | 6.76411 |
146 | 32 | 31.8148 | 0.185175 |
147 | 36 | 34.8477 | 1.15225 |
148 | 32 | 33.2953 | -1.29535 |
149 | 35 | 33.3066 | 1.69338 |
150 | 38 | 36.6587 | 1.3413 |
151 | 42 | 35.3682 | 6.6318 |
152 | 34 | 36.2171 | -2.21706 |
153 | 35 | 36.9611 | -1.96113 |
154 | 38 | 34.7747 | 3.22533 |
155 | 33 | 33.0182 | -0.0182108 |
156 | 36 | 33.0636 | 2.93636 |
157 | 32 | 35.7448 | -3.74478 |
158 | 33 | 36.1026 | -3.10261 |
159 | 34 | 33.9981 | 0.00188586 |
160 | 32 | 35.797 | -3.79703 |
161 | 34 | 35.4626 | -1.46256 |
162 | 27 | 29.9052 | -2.90517 |
163 | 31 | 30.0517 | 0.948332 |
164 | 38 | 33.342 | 4.65802 |
165 | 34 | 35.6368 | -1.6368 |
166 | 24 | 30.8947 | -6.89471 |
167 | 30 | 33.4635 | -3.46354 |
168 | 26 | 29.2636 | -3.26356 |
169 | 34 | 35.243 | -1.24302 |
170 | 27 | 34.4694 | -7.46935 |
171 | 37 | 31.9169 | 5.0831 |
172 | 36 | 35.2072 | 0.792754 |
173 | 41 | 33.9805 | 7.01946 |
174 | 29 | 28.9407 | 0.0592995 |
175 | 36 | 30.855 | 5.14502 |
176 | 32 | 34.0683 | -2.06826 |
177 | 37 | 33.1276 | 3.87243 |
178 | 30 | 31.4396 | -1.43965 |
179 | 31 | 32.5157 | -1.51568 |
180 | 38 | 34.4512 | 3.54876 |
181 | 36 | 34.4361 | 1.56385 |
182 | 35 | 31.9941 | 3.00595 |
183 | 31 | 35.0744 | -4.0744 |
184 | 38 | 33.0644 | 4.93564 |
185 | 22 | 30.902 | -8.902 |
186 | 32 | 34.2433 | -2.24329 |
187 | 36 | 33.7612 | 2.23877 |
188 | 39 | 32.6296 | 6.37037 |
189 | 28 | 30.2437 | -2.24366 |
190 | 32 | 34.188 | -2.18805 |
191 | 32 | 32.3115 | -0.311547 |
192 | 38 | 36.3955 | 1.6045 |
193 | 32 | 33.3589 | -1.35892 |
194 | 35 | 35.2171 | -0.217144 |
195 | 32 | 32.7494 | -0.749425 |
196 | 37 | 35.5854 | 1.41458 |
197 | 34 | 32.6065 | 1.39351 |
198 | 33 | 35.3421 | -2.34205 |
199 | 33 | 32.7586 | 0.241423 |
200 | 26 | 32.7222 | -6.72224 |
201 | 30 | 32.0789 | -2.07891 |
202 | 24 | 31.7671 | -7.7671 |
203 | 34 | 31.9024 | 2.09759 |
204 | 34 | 32.3744 | 1.62557 |
205 | 33 | 33.9551 | -0.955144 |
206 | 34 | 34.6861 | -0.68606 |
207 | 35 | 35.8707 | -0.870721 |
208 | 35 | 34.1598 | 0.840165 |
209 | 36 | 33.0374 | 2.96264 |
210 | 34 | 33.5784 | 0.421582 |
211 | 34 | 32.7027 | 1.29734 |
212 | 41 | 38.2419 | 2.75808 |
213 | 32 | 36.1091 | -4.10909 |
214 | 30 | 33.3054 | -3.30543 |
215 | 35 | 33.8736 | 1.12637 |
216 | 28 | 29.9127 | -1.91266 |
217 | 33 | 34.8409 | -1.84089 |
218 | 39 | 34.1651 | 4.8349 |
219 | 36 | 33.3727 | 2.6273 |
220 | 36 | 36.2857 | -0.285679 |
221 | 35 | 33.1253 | 1.8747 |
222 | 38 | 33.8589 | 4.14107 |
223 | 33 | 32.6764 | 0.323629 |
224 | 31 | 32.9028 | -1.90283 |
225 | 34 | 32.0238 | 1.97623 |
226 | 32 | 34.2373 | -2.23729 |
227 | 31 | 32.6692 | -1.66919 |
228 | 33 | 33.1093 | -0.109349 |
229 | 34 | 32.6419 | 1.35813 |
230 | 34 | 33.9665 | 0.0335138 |
231 | 34 | 32.1332 | 1.8668 |
232 | 33 | 35.1019 | -2.10194 |
233 | 32 | 34.1739 | -2.17392 |
234 | 41 | 33.5971 | 7.40293 |
235 | 34 | 32.9672 | 1.03278 |
236 | 36 | 32.0375 | 3.96254 |
237 | 37 | 31.4643 | 5.53568 |
238 | 36 | 30.3562 | 5.64385 |
239 | 29 | 32.4882 | -3.4882 |
240 | 37 | 31.7698 | 5.23019 |
241 | 27 | 33.1153 | -6.11534 |
242 | 35 | 33.3918 | 1.60823 |
243 | 28 | 30.6603 | -2.66029 |
244 | 35 | 33.1389 | 1.86106 |
245 | 37 | 33.0917 | 3.90826 |
246 | 29 | 33.6697 | -4.66974 |
247 | 32 | 34.2371 | -2.23713 |
248 | 36 | 31.7788 | 4.22118 |
249 | 19 | 27.6244 | -8.62441 |
250 | 21 | 26.765 | -5.76498 |
251 | 31 | 33.4269 | -2.42689 |
252 | 33 | 32.484 | 0.516008 |
253 | 36 | 33.8866 | 2.11339 |
254 | 33 | 33.2848 | -0.284831 |
255 | 37 | 33.1208 | 3.87917 |
256 | 34 | 33.3027 | 0.697347 |
257 | 35 | 34.4786 | 0.52145 |
258 | 31 | 32.8002 | -1.80023 |
259 | 37 | 33.4132 | 3.5868 |
260 | 35 | 31.8596 | 3.14037 |
261 | 27 | 31.8352 | -4.83523 |
262 | 34 | 34.916 | -0.915996 |
263 | 40 | 33.9308 | 6.06923 |
264 | 29 | 32.873 | -3.873 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
12 | 0.559936 | 0.880127 | 0.440064 |
13 | 0.696215 | 0.60757 | 0.303785 |
14 | 0.679883 | 0.640234 | 0.320117 |
15 | 0.578169 | 0.843663 | 0.421831 |
16 | 0.604 | 0.792 | 0.396 |
17 | 0.660301 | 0.679398 | 0.339699 |
18 | 0.656108 | 0.687783 | 0.343892 |
19 | 0.567901 | 0.864198 | 0.432099 |
20 | 0.594704 | 0.810593 | 0.405296 |
21 | 0.651147 | 0.697707 | 0.348853 |
22 | 0.620613 | 0.758774 | 0.379387 |
23 | 0.606219 | 0.787563 | 0.393781 |
24 | 0.539047 | 0.921907 | 0.460953 |
25 | 0.587987 | 0.824027 | 0.412013 |
26 | 0.746417 | 0.507166 | 0.253583 |
27 | 0.719455 | 0.561089 | 0.280545 |
28 | 0.676336 | 0.647328 | 0.323664 |
29 | 0.666393 | 0.667214 | 0.333607 |
30 | 0.605512 | 0.788975 | 0.394488 |
31 | 0.596261 | 0.807479 | 0.403739 |
32 | 0.736306 | 0.527387 | 0.263694 |
33 | 0.723628 | 0.552744 | 0.276372 |
34 | 0.686101 | 0.627797 | 0.313899 |
35 | 0.633096 | 0.733809 | 0.366904 |
36 | 0.581208 | 0.837584 | 0.418792 |
37 | 0.541667 | 0.916666 | 0.458333 |
38 | 0.50497 | 0.99006 | 0.49503 |
39 | 0.622253 | 0.755494 | 0.377747 |
40 | 0.569416 | 0.861168 | 0.430584 |
41 | 0.533134 | 0.933733 | 0.466866 |
42 | 0.479632 | 0.959265 | 0.520368 |
43 | 0.437798 | 0.875596 | 0.562202 |
44 | 0.38984 | 0.779681 | 0.61016 |
45 | 0.45776 | 0.915521 | 0.54224 |
46 | 0.46453 | 0.929061 | 0.53547 |
47 | 0.433998 | 0.867996 | 0.566002 |
48 | 0.403917 | 0.807834 | 0.596083 |
49 | 0.357797 | 0.715593 | 0.642203 |
50 | 0.366579 | 0.733157 | 0.633421 |
51 | 0.414238 | 0.828476 | 0.585762 |
52 | 0.377933 | 0.755865 | 0.622067 |
53 | 0.337882 | 0.675764 | 0.662118 |
54 | 0.304428 | 0.608856 | 0.695572 |
55 | 0.266737 | 0.533473 | 0.733263 |
56 | 0.250804 | 0.501608 | 0.749196 |
57 | 0.262121 | 0.524242 | 0.737879 |
58 | 0.378759 | 0.757519 | 0.621241 |
59 | 0.340315 | 0.68063 | 0.659685 |
60 | 0.299924 | 0.599849 | 0.700076 |
61 | 0.2703 | 0.5406 | 0.7297 |
62 | 0.252661 | 0.505322 | 0.747339 |
63 | 0.226468 | 0.452935 | 0.773532 |
64 | 0.234442 | 0.468883 | 0.765558 |
65 | 0.202377 | 0.404753 | 0.797623 |
66 | 0.173423 | 0.346846 | 0.826577 |
67 | 0.151854 | 0.303708 | 0.848146 |
68 | 0.152927 | 0.305854 | 0.847073 |
69 | 0.168786 | 0.337571 | 0.831214 |
70 | 0.144268 | 0.288537 | 0.855732 |
71 | 0.153776 | 0.307552 | 0.846224 |
72 | 0.179376 | 0.358753 | 0.820624 |
73 | 0.170989 | 0.341977 | 0.829011 |
74 | 0.146506 | 0.293012 | 0.853494 |
75 | 0.129624 | 0.259248 | 0.870376 |
76 | 0.172359 | 0.344718 | 0.827641 |
77 | 0.149762 | 0.299525 | 0.850238 |
78 | 0.12762 | 0.255241 | 0.87238 |
79 | 0.161437 | 0.322873 | 0.838563 |
80 | 0.18688 | 0.373759 | 0.81312 |
81 | 0.177702 | 0.355404 | 0.822298 |
82 | 0.155343 | 0.310685 | 0.844657 |
83 | 0.14836 | 0.296719 | 0.85164 |
84 | 0.140965 | 0.28193 | 0.859035 |
85 | 0.1226 | 0.2452 | 0.8774 |
86 | 0.109972 | 0.219944 | 0.890028 |
87 | 0.0971915 | 0.194383 | 0.902808 |
88 | 0.112491 | 0.224981 | 0.887509 |
89 | 0.0949432 | 0.189886 | 0.905057 |
90 | 0.0983609 | 0.196722 | 0.901639 |
91 | 0.0925494 | 0.185099 | 0.907451 |
92 | 0.0825618 | 0.165124 | 0.917438 |
93 | 0.0693346 | 0.138669 | 0.930665 |
94 | 0.0693932 | 0.138786 | 0.930607 |
95 | 0.0705711 | 0.141142 | 0.929429 |
96 | 0.0658417 | 0.131683 | 0.934158 |
97 | 0.0563377 | 0.112675 | 0.943662 |
98 | 0.0507454 | 0.101491 | 0.949255 |
99 | 0.0497453 | 0.0994906 | 0.950255 |
100 | 0.0466915 | 0.093383 | 0.953308 |
101 | 0.0420435 | 0.0840871 | 0.957956 |
102 | 0.0348468 | 0.0696935 | 0.965153 |
103 | 0.028393 | 0.056786 | 0.971607 |
104 | 0.0282883 | 0.0565767 | 0.971712 |
105 | 0.0655961 | 0.131192 | 0.934404 |
106 | 0.0617334 | 0.123467 | 0.938267 |
107 | 0.0755648 | 0.15113 | 0.924435 |
108 | 0.0653535 | 0.130707 | 0.934646 |
109 | 0.103675 | 0.207351 | 0.896325 |
110 | 0.120559 | 0.241119 | 0.879441 |
111 | 0.115718 | 0.231437 | 0.884282 |
112 | 0.152136 | 0.304272 | 0.847864 |
113 | 0.140687 | 0.281374 | 0.859313 |
114 | 0.136576 | 0.273152 | 0.863424 |
115 | 0.130164 | 0.260329 | 0.869836 |
116 | 0.127674 | 0.255348 | 0.872326 |
117 | 0.124522 | 0.249045 | 0.875478 |
118 | 0.109775 | 0.219551 | 0.890225 |
119 | 0.103585 | 0.207169 | 0.896415 |
120 | 0.0930071 | 0.186014 | 0.906993 |
121 | 0.0811492 | 0.162298 | 0.918851 |
122 | 0.0741534 | 0.148307 | 0.925847 |
123 | 0.0634473 | 0.126895 | 0.936553 |
124 | 0.060552 | 0.121104 | 0.939448 |
125 | 0.057222 | 0.114444 | 0.942778 |
126 | 0.0705488 | 0.141098 | 0.929451 |
127 | 0.126805 | 0.253611 | 0.873195 |
128 | 0.12407 | 0.24814 | 0.87593 |
129 | 0.110434 | 0.220869 | 0.889566 |
130 | 0.101726 | 0.203452 | 0.898274 |
131 | 0.110451 | 0.220902 | 0.889549 |
132 | 0.118064 | 0.236128 | 0.881936 |
133 | 0.142117 | 0.284233 | 0.857883 |
134 | 0.125507 | 0.251014 | 0.874493 |
135 | 0.108441 | 0.216881 | 0.891559 |
136 | 0.094306 | 0.188612 | 0.905694 |
137 | 0.080999 | 0.161998 | 0.919001 |
138 | 0.0894678 | 0.178936 | 0.910532 |
139 | 0.0764844 | 0.152969 | 0.923516 |
140 | 0.0763898 | 0.15278 | 0.92361 |
141 | 0.0740265 | 0.148053 | 0.925974 |
142 | 0.105833 | 0.211665 | 0.894167 |
143 | 0.131645 | 0.263289 | 0.868355 |
144 | 0.119458 | 0.238915 | 0.880542 |
145 | 0.195336 | 0.390671 | 0.804664 |
146 | 0.176342 | 0.352685 | 0.823658 |
147 | 0.159176 | 0.318352 | 0.840824 |
148 | 0.140747 | 0.281494 | 0.859253 |
149 | 0.127309 | 0.254617 | 0.872691 |
150 | 0.113094 | 0.226187 | 0.886906 |
151 | 0.178372 | 0.356745 | 0.821628 |
152 | 0.165458 | 0.330916 | 0.834542 |
153 | 0.150935 | 0.30187 | 0.849065 |
154 | 0.165159 | 0.330319 | 0.834841 |
155 | 0.145171 | 0.290341 | 0.854829 |
156 | 0.159364 | 0.318728 | 0.840636 |
157 | 0.153108 | 0.306216 | 0.846892 |
158 | 0.140895 | 0.281789 | 0.859105 |
159 | 0.135833 | 0.271666 | 0.864167 |
160 | 0.126158 | 0.252316 | 0.873842 |
161 | 0.108225 | 0.216449 | 0.891775 |
162 | 0.100419 | 0.200838 | 0.899581 |
163 | 0.0920918 | 0.184184 | 0.907908 |
164 | 0.121384 | 0.242767 | 0.878616 |
165 | 0.108858 | 0.217715 | 0.891142 |
166 | 0.180691 | 0.361382 | 0.819309 |
167 | 0.176003 | 0.352006 | 0.823997 |
168 | 0.162079 | 0.324158 | 0.837921 |
169 | 0.145334 | 0.290668 | 0.854666 |
170 | 0.235386 | 0.470773 | 0.764614 |
171 | 0.278092 | 0.556184 | 0.721908 |
172 | 0.249272 | 0.498545 | 0.750728 |
173 | 0.36228 | 0.72456 | 0.63772 |
174 | 0.32768 | 0.655359 | 0.67232 |
175 | 0.399809 | 0.799617 | 0.600191 |
176 | 0.372127 | 0.744253 | 0.627873 |
177 | 0.378352 | 0.756705 | 0.621648 |
178 | 0.345616 | 0.691232 | 0.654384 |
179 | 0.31521 | 0.630421 | 0.68479 |
180 | 0.314035 | 0.628069 | 0.685965 |
181 | 0.283617 | 0.567235 | 0.716383 |
182 | 0.27978 | 0.559559 | 0.72022 |
183 | 0.294951 | 0.589901 | 0.705049 |
184 | 0.364864 | 0.729728 | 0.635136 |
185 | 0.602212 | 0.795576 | 0.397788 |
186 | 0.582255 | 0.83549 | 0.417745 |
187 | 0.57877 | 0.84246 | 0.42123 |
188 | 0.728882 | 0.542236 | 0.271118 |
189 | 0.705459 | 0.589081 | 0.294541 |
190 | 0.709896 | 0.580208 | 0.290104 |
191 | 0.674406 | 0.651187 | 0.325594 |
192 | 0.645165 | 0.70967 | 0.354835 |
193 | 0.610596 | 0.778808 | 0.389404 |
194 | 0.57655 | 0.846899 | 0.42345 |
195 | 0.536748 | 0.926504 | 0.463252 |
196 | 0.498576 | 0.997152 | 0.501424 |
197 | 0.491313 | 0.982626 | 0.508687 |
198 | 0.46249 | 0.92498 | 0.53751 |
199 | 0.420991 | 0.841982 | 0.579009 |
200 | 0.492605 | 0.985209 | 0.507395 |
201 | 0.45808 | 0.91616 | 0.54192 |
202 | 0.607475 | 0.785051 | 0.392525 |
203 | 0.587706 | 0.824588 | 0.412294 |
204 | 0.551671 | 0.896658 | 0.448329 |
205 | 0.508621 | 0.982758 | 0.491379 |
206 | 0.467059 | 0.934117 | 0.532941 |
207 | 0.426659 | 0.853319 | 0.573341 |
208 | 0.38461 | 0.76922 | 0.61539 |
209 | 0.359396 | 0.718791 | 0.640604 |
210 | 0.327142 | 0.654283 | 0.672858 |
211 | 0.290813 | 0.581626 | 0.709187 |
212 | 0.265378 | 0.530755 | 0.734622 |
213 | 0.313306 | 0.626613 | 0.686694 |
214 | 0.291087 | 0.582175 | 0.708913 |
215 | 0.252796 | 0.505592 | 0.747204 |
216 | 0.2183 | 0.4366 | 0.7817 |
217 | 0.190003 | 0.380006 | 0.809997 |
218 | 0.220313 | 0.440626 | 0.779687 |
219 | 0.196562 | 0.393124 | 0.803438 |
220 | 0.176967 | 0.353933 | 0.823033 |
221 | 0.151404 | 0.302808 | 0.848596 |
222 | 0.164435 | 0.32887 | 0.835565 |
223 | 0.134387 | 0.268774 | 0.865613 |
224 | 0.113319 | 0.226639 | 0.886681 |
225 | 0.169986 | 0.339972 | 0.830014 |
226 | 0.154423 | 0.308845 | 0.845577 |
227 | 0.133856 | 0.267712 | 0.866144 |
228 | 0.141379 | 0.282758 | 0.858621 |
229 | 0.113746 | 0.227492 | 0.886254 |
230 | 0.0887997 | 0.177599 | 0.9112 |
231 | 0.0884334 | 0.176867 | 0.911567 |
232 | 0.209466 | 0.418931 | 0.790534 |
233 | 0.171525 | 0.34305 | 0.828475 |
234 | 0.281428 | 0.562855 | 0.718572 |
235 | 0.236175 | 0.47235 | 0.763825 |
236 | 0.240618 | 0.481236 | 0.759382 |
237 | 0.206507 | 0.413015 | 0.793493 |
238 | 0.288468 | 0.576935 | 0.711532 |
239 | 0.237071 | 0.474142 | 0.762929 |
240 | 0.39622 | 0.79244 | 0.60378 |
241 | 0.464806 | 0.929612 | 0.535194 |
242 | 0.387204 | 0.774408 | 0.612796 |
243 | 0.314285 | 0.62857 | 0.685715 |
244 | 0.30119 | 0.60238 | 0.69881 |
245 | 0.32309 | 0.64618 | 0.67691 |
246 | 0.534208 | 0.931584 | 0.465792 |
247 | 0.526632 | 0.946735 | 0.473368 |
248 | 0.457651 | 0.915302 | 0.542349 |
249 | 0.672079 | 0.655842 | 0.327921 |
250 | 0.600771 | 0.798457 | 0.399229 |
251 | 0.56118 | 0.87764 | 0.43882 |
252 | 0.663479 | 0.673042 | 0.336521 |
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 | 6 | 0.0248963 | OK |