Multiple Linear Regression - Estimated Regression Equation |
Colombia[t] = -6.60031 + 0.301254USA[t] -0.0484954t + 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) | -6.60031 | 4.17831 | -1.58 | 0.11507 | 0.0575352 |
USA | 0.301254 | 0.0139414 | 21.61 | 8.17959e-67 | 4.0898e-67 |
t | -0.0484954 | 0.00656664 | -7.385 | 1.08468e-12 | 5.42342e-13 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.753469 |
R-squared | 0.567716 |
Adjusted R-squared | 0.565294 |
F-TEST (value) | 234.423 |
F-TEST (DF numerator) | 2 |
F-TEST (DF denominator) | 357 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 12.4292 |
Sum Squared Residuals | 55151.2 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 87.28 | 70.1709 | 17.1091 |
2 | 87.28 | 77.714 | 9.56596 |
3 | 87.09 | 83.6002 | 3.48975 |
4 | 86.92 | 95.391 | -8.47103 |
5 | 87.59 | 105.886 | -18.2964 |
6 | 90.72 | 111.652 | -20.9321 |
7 | 90.69 | 110.308 | -19.6182 |
8 | 90.3 | 108 | -17.7003 |
9 | 89.55 | 105.994 | -16.4437 |
10 | 88.94 | 104.077 | -15.1374 |
11 | 88.41 | 100.534 | -12.1244 |
12 | 87.82 | 98.8892 | -11.0692 |
13 | 87.07 | 97.1537 | -10.0837 |
14 | 86.82 | 96.0207 | -9.20071 |
15 | 86.4 | 95.189 | -8.78896 |
16 | 86.02 | 91.5254 | -5.50542 |
17 | 85.66 | 89.8502 | -4.19015 |
18 | 85.32 | 87.2109 | -1.89087 |
19 | 85 | 85.5356 | -0.535605 |
20 | 84.67 | 80.9984 | 3.67157 |
21 | 83.94 | 78.4194 | 5.5206 |
22 | 82.83 | 77.0454 | 5.78461 |
23 | 81.95 | 76.7258 | 5.22424 |
24 | 81.19 | 76.2254 | 4.96461 |
25 | 80.48 | 74.8815 | 5.5985 |
26 | 78.86 | 73.5979 | 5.26214 |
27 | 69.47 | 71.4406 | -1.97059 |
28 | 68.77 | 70.3377 | -1.56771 |
29 | 70.06 | 69.7168 | 0.343171 |
30 | 73.95 | 71.0842 | 2.86577 |
31 | 75.8 | 77.6633 | -1.86332 |
32 | 77.79 | 85.6282 | -7.83818 |
33 | 81.57 | 88.8332 | -7.26322 |
34 | 83.07 | 90.2609 | -7.19087 |
35 | 84.34 | 91.5078 | -7.16777 |
36 | 85.1 | 92.0618 | -6.96178 |
37 | 85.25 | 88.4284 | -3.17836 |
38 | 84.26 | 90.0669 | -5.80689 |
39 | 83.63 | 87.9096 | -4.27962 |
40 | 86.44 | 86.2645 | 0.175525 |
41 | 85.3 | 86.8185 | -1.51849 |
42 | 84.1 | 86.0771 | -1.97711 |
43 | 83.36 | 88.1073 | -4.74726 |
44 | 82.48 | 87.1249 | -4.64488 |
45 | 81.58 | 83.7626 | -2.18259 |
46 | 80.47 | 81.9367 | -1.4667 |
47 | 79.34 | 77.7309 | 1.6091 |
48 | 82.13 | 74.7301 | 7.39988 |
49 | 81.69 | 73.6875 | 8.00251 |
50 | 80.7 | 68.9394 | 11.7606 |
51 | 79.88 | 67.234 | 12.646 |
52 | 79.16 | 66.4927 | 12.6673 |
53 | 78.38 | 65.6609 | 12.7191 |
54 | 77.42 | 65.9438 | 11.4762 |
55 | 76.47 | 64.871 | 11.599 |
56 | 75.46 | 64.3405 | 11.1195 |
57 | 74.48 | 64.0209 | 10.4591 |
58 | 78.27 | 64.0929 | 14.1771 |
59 | 80.7 | 63.0804 | 17.6196 |
60 | 79.91 | 65.7432 | 14.1668 |
61 | 78.75 | 65.1524 | 13.5976 |
62 | 77.78 | 68.5382 | 9.24176 |
63 | 81.14 | 68.8211 | 12.3189 |
64 | 81.08 | 68.863 | 12.217 |
65 | 80.03 | 68.9651 | 11.0649 |
66 | 78.91 | 68.3744 | 10.5356 |
67 | 78.01 | 67.4522 | 10.5578 |
68 | 76.9 | 67.7954 | 9.10462 |
69 | 75.97 | 67.3251 | 8.64487 |
70 | 81.93 | 66.5838 | 15.3462 |
71 | 80.27 | 66.2641 | 14.0059 |
72 | 78.67 | 66.3663 | 12.3037 |
73 | 77.42 | 66.8299 | 10.5901 |
74 | 76.16 | 67.2634 | 8.89659 |
75 | 74.7 | 67.2752 | 7.42484 |
76 | 76.39 | 65.9915 | 10.3985 |
77 | 76.04 | 65.8225 | 10.2175 |
78 | 74.65 | 65.533 | 9.11697 |
79 | 73.29 | 65.0929 | 8.19709 |
80 | 71.79 | 65.4963 | 6.29371 |
81 | 74.39 | 64.785 | 9.60496 |
82 | 74.91 | 65.0378 | 9.8722 |
83 | 74.54 | 65.7123 | 8.82769 |
84 | 73.08 | 65.0011 | 8.07894 |
85 | 72.75 | 66.2781 | 6.47192 |
86 | 71.32 | 67.8865 | 3.43352 |
87 | 70.38 | 67.1752 | 3.20477 |
88 | 70.35 | 67.428 | 2.92201 |
89 | 70.01 | 67.7711 | 2.23888 |
90 | 69.36 | 68.777 | 0.582987 |
91 | 67.77 | 69.4515 | -1.68153 |
92 | 69.26 | 69.1922 | 0.0678459 |
93 | 69.8 | 69.5353 | 0.264711 |
94 | 68.38 | 69.7579 | -1.37792 |
95 | 67.62 | 69.378 | -1.75805 |
96 | 68.39 | 69.6308 | -1.24081 |
97 | 66.95 | 69.5823 | -2.63231 |
98 | 65.21 | 70.1363 | -4.92632 |
99 | 66.64 | 70.2083 | -3.56833 |
100 | 63.45 | 69.9188 | -6.46883 |
101 | 60.66 | 69.6293 | -8.96933 |
102 | 62.34 | 69.7315 | -7.39146 |
103 | 60.32 | 69.7733 | -9.45334 |
104 | 58.64 | 68.1583 | -9.51833 |
105 | 60.46 | 67.7483 | -7.28833 |
106 | 58.59 | 68.0312 | -9.44121 |
107 | 61.87 | 67.6513 | -5.78134 |
108 | 61.85 | 65.2531 | -3.40306 |
109 | 67.44 | 71.32 | -3.88002 |
110 | 77.06 | 96.5467 | -19.4867 |
111 | 91.74 | 102.644 | -10.9038 |
112 | 93.15 | 100.547 | -7.39679 |
113 | 94.15 | 99.3234 | -5.1734 |
114 | 93.11 | 98.3109 | -5.2009 |
115 | 91.51 | 96.0632 | -4.55325 |
116 | 89.96 | 91.9478 | -1.98782 |
117 | 88.16 | 85.9948 | 2.16525 |
118 | 86.98 | 85.4341 | 1.54587 |
119 | 88.03 | 86.4701 | 1.55986 |
120 | 86.24 | 86.2409 | -0.000896634 |
121 | 84.65 | 85.2585 | -0.608514 |
122 | 83.23 | 82.8301 | 0.399887 |
123 | 81.7 | 81.0946 | 0.605404 |
124 | 80.25 | 78.2143 | 2.03569 |
125 | 78.8 | 75.2135 | 3.58647 |
126 | 77.51 | 74.7734 | 2.73659 |
127 | 76.2 | 73.8211 | 2.37885 |
128 | 75.04 | 70.8505 | 4.18951 |
129 | 74 | 71.9769 | 2.02311 |
130 | 75.49 | 73.8564 | 1.63359 |
131 | 77.14 | 70.1929 | 6.94713 |
132 | 76.15 | 69.2105 | 6.93951 |
133 | 76.27 | 72.2047 | 4.06534 |
134 | 78.19 | 72.2465 | 5.94346 |
135 | 76.49 | 70.2399 | 6.25011 |
136 | 77.31 | 72.5111 | 4.79895 |
137 | 76.65 | 71.9203 | 4.7297 |
138 | 74.99 | 71.4199 | 3.57007 |
139 | 73.51 | 73.2392 | 0.270796 |
140 | 72.07 | 71.8953 | 0.174683 |
141 | 70.59 | 72.118 | -1.52795 |
142 | 71.96 | 72.5213 | -0.561336 |
143 | 76.29 | 73.5875 | 2.70252 |
144 | 74.86 | 74.5331 | 0.326878 |
145 | 74.93 | 75.6595 | -0.729517 |
146 | 71.9 | 78.2621 | -6.36206 |
147 | 71.01 | 77.8219 | -6.81193 |
148 | 77.47 | 80.063 | -2.59296 |
149 | 75.78 | 81.4605 | -5.68049 |
150 | 76.6 | 81.5325 | -4.93249 |
151 | 76.07 | 83.2313 | -7.16127 |
152 | 74.57 | 81.556 | -6.986 |
153 | 73.02 | 79.3084 | -6.28836 |
154 | 72.65 | 77.4523 | -4.80234 |
155 | 73.16 | 73.3369 | -0.176915 |
156 | 71.53 | 74.3127 | -2.78268 |
157 | 69.78 | 73.6617 | -3.88168 |
158 | 67.98 | 75.0592 | -7.0792 |
159 | 69.96 | 72.7814 | -2.82143 |
160 | 72.16 | 72.5522 | -0.392181 |
161 | 70.47 | 74.1003 | -3.63033 |
162 | 68.86 | 75.2267 | -6.36673 |
163 | 67.37 | 77.4979 | -10.1279 |
164 | 65.87 | 76.636 | -10.766 |
165 | 72.16 | 76.5273 | -4.36726 |
166 | 71.34 | 76.6294 | -5.28939 |
167 | 69.93 | 74.0202 | -4.09024 |
168 | 68.44 | 73.8512 | -5.41124 |
169 | 67.16 | 73.9232 | -6.76325 |
170 | 66.01 | 74.658 | -8.64801 |
171 | 67.25 | 72.2899 | -5.03986 |
172 | 70.91 | 73.1451 | -2.23513 |
173 | 69.75 | 71.741 | -1.99099 |
174 | 68.59 | 71.3009 | -2.71086 |
175 | 67.48 | 69.4147 | -1.93472 |
176 | 66.31 | 66.9261 | -0.616067 |
177 | 64.81 | 65.9136 | -1.10356 |
178 | 66.58 | 66.2868 | 0.29318 |
179 | 65.97 | 65.2442 | 0.725813 |
180 | 64.7 | 63.7497 | 0.950327 |
181 | 64.7 | 64.9966 | -0.296569 |
182 | 60.94 | 65.5506 | -4.61058 |
183 | 59.08 | 63.7849 | -4.70494 |
184 | 58.42 | 63.1641 | -4.74406 |
185 | 57.77 | 64.5616 | -6.79158 |
186 | 57.11 | 63.4587 | -6.3487 |
187 | 53.31 | 64.2236 | -10.9136 |
188 | 49.96 | 63.0002 | -13.0402 |
189 | 49.4 | 60.6622 | -11.2622 |
190 | 48.84 | 59.258 | -10.418 |
191 | 48.3 | 56.1669 | -7.86688 |
192 | 47.74 | 55.305 | -7.565 |
193 | 47.24 | 54.895 | -7.655 |
194 | 46.76 | 57.859 | -11.099 |
195 | 46.29 | 58.1118 | -11.8218 |
196 | 48.9 | 58.5152 | -9.61519 |
197 | 49.23 | 59.5813 | -10.3513 |
198 | 48.53 | 60.1052 | -11.5752 |
199 | 48.03 | 60.5086 | -12.4786 |
200 | 54.34 | 59.0141 | -4.67409 |
201 | 53.79 | 58.7547 | -4.96472 |
202 | 53.24 | 56.3564 | -3.11644 |
203 | 52.96 | 56.8502 | -3.8902 |
204 | 52.17 | 58.2176 | -6.0476 |
205 | 51.7 | 59.6754 | -7.97538 |
206 | 58.55 | 59.5968 | -1.04676 |
207 | 78.2 | 59.1265 | 19.0735 |
208 | 77.03 | 59.1081 | 17.9219 |
209 | 76.19 | 59.632 | 16.558 |
210 | 77.15 | 61.4814 | 15.6686 |
211 | 75.87 | 83.8161 | -7.94609 |
212 | 95.47 | 118.08 | -22.6104 |
213 | 109.67 | 117.369 | -7.69916 |
214 | 112.28 | 117.08 | -4.79966 |
215 | 112.01 | 117.995 | -5.98518 |
216 | 107.93 | 114.934 | -7.00415 |
217 | 105.96 | 115.368 | -9.40766 |
218 | 105.06 | 110.379 | -5.3186 |
219 | 102.98 | 106.534 | -3.55431 |
220 | 102.2 | 105.763 | -3.5628 |
221 | 105.23 | 105.202 | 0.0278265 |
222 | 101.85 | 104.913 | -3.06268 |
223 | 99.89 | 103.9 | -4.01017 |
224 | 96.23 | 104.575 | -8.34468 |
225 | 94.76 | 102.869 | -8.10929 |
226 | 91.51 | 98.8744 | -7.36437 |
227 | 91.63 | 97.2895 | -5.65948 |
228 | 91.54 | 95.3732 | -3.83321 |
229 | 85.23 | 90.0528 | -4.82277 |
230 | 87.83 | 90.3959 | -2.5659 |
231 | 87.38 | 89.1424 | -1.76239 |
232 | 84.44 | 88.401 | -3.96101 |
233 | 85.19 | 85.8521 | -0.662112 |
234 | 84.03 | 85.6229 | -1.59286 |
235 | 86.73 | 83.8271 | 2.9029 |
236 | 102.52 | 84.0799 | 18.4401 |
237 | 104.45 | 82.3142 | 22.1358 |
238 | 106.98 | 82.5971 | 24.3829 |
239 | 107.02 | 80.711 | 26.309 |
240 | 99.26 | 81.3855 | 17.8745 |
241 | 94.45 | 81.1261 | 13.3239 |
242 | 113.44 | 81.5596 | 31.8804 |
243 | 157.33 | 87.4157 | 69.9143 |
244 | 147.38 | 98.8751 | 48.5049 |
245 | 171.89 | 105.304 | 66.5864 |
246 | 171.95 | 114.865 | 57.0849 |
247 | 132.71 | 120.842 | 11.8684 |
248 | 126.02 | 122.028 | 3.99172 |
249 | 121.18 | 120.413 | 0.766733 |
250 | 115.45 | 113.587 | 1.86344 |
251 | 110.48 | 110.857 | -0.376905 |
252 | 117.85 | 106.531 | 11.3194 |
253 | 117.63 | 102.385 | 15.2449 |
254 | 124.65 | 100.77 | 23.88 |
255 | 109.59 | 102.529 | 7.06093 |
256 | 111.27 | 100.251 | 11.0187 |
257 | 99.78 | 97.7626 | 2.01736 |
258 | 98.21 | 94.9426 | 3.26739 |
259 | 99.2 | 94.4422 | 4.75777 |
260 | 97.97 | 92.3753 | 5.59466 |
261 | 89.55 | 89.7963 | -0.24631 |
262 | 87.91 | 86.2231 | 1.68686 |
263 | 93.34 | 85.542 | 7.79798 |
264 | 94.42 | 84.409 | 10.011 |
265 | 93.2 | 84.0291 | 9.17087 |
266 | 90.29 | 83.7698 | 6.52024 |
267 | 91.46 | 85.1673 | 6.29272 |
268 | 89.98 | 84.8175 | 5.16247 |
269 | 88.35 | 85.6427 | 2.70733 |
270 | 88.41 | 83.3649 | 5.0451 |
271 | 82.44 | 83.2863 | -0.846279 |
272 | 79.89 | 83.4788 | -3.58879 |
273 | 75.69 | 82.3759 | -6.6859 |
274 | 75.66 | 85.0086 | -9.34857 |
275 | 84.5 | 80.5919 | 3.90811 |
276 | 96.73 | 80.8446 | 15.8854 |
277 | 87.48 | 86.6104 | 0.869646 |
278 | 82.39 | 90.689 | -8.29904 |
279 | 83.48 | 89.315 | -5.83502 |
280 | 79.31 | 87.7904 | -8.48038 |
281 | 78.16 | 86.1452 | -7.98524 |
282 | 72.77 | 83.0842 | -10.3142 |
283 | 72.45 | 83.4876 | -11.0376 |
284 | 68.46 | 83.3788 | -14.9188 |
285 | 67.62 | 80.1672 | -12.5472 |
286 | 68.76 | 79.4559 | -10.6959 |
287 | 70.07 | 77.1782 | -7.10816 |
288 | 68.55 | 76.1958 | -7.64578 |
289 | 65.3 | 76.5088 | -11.2088 |
290 | 58.96 | 76.2494 | -17.2894 |
291 | 59.17 | 75.8394 | -16.6694 |
292 | 62.37 | 73.4713 | -11.1013 |
293 | 66.28 | 72.4889 | -6.20888 |
294 | 55.62 | 74.2178 | -18.5978 |
295 | 55.23 | 72.3919 | -17.1619 |
296 | 55.85 | 70.807 | -14.957 |
297 | 56.75 | 70.1259 | -13.3759 |
298 | 50.89 | 69.7761 | -18.8861 |
299 | 53.88 | 68.9142 | -15.0342 |
300 | 52.95 | 66.6063 | -13.6563 |
301 | 55.08 | 67.2507 | -12.1707 |
302 | 53.61 | 67.5035 | -13.8935 |
303 | 58.78 | 64.8341 | -6.05408 |
304 | 61.85 | 68.3103 | -6.46026 |
305 | 55.91 | 69.3162 | -13.4062 |
306 | 53.32 | 67.0685 | -13.7485 |
307 | 46.41 | 68.1949 | -21.7849 |
308 | 44.57 | 66.7004 | -22.1304 |
309 | 50 | 66.4109 | -16.4109 |
310 | 50 | 64.8862 | -14.8862 |
311 | 53.36 | 65.139 | -11.779 |
312 | 46.23 | 63.765 | -17.535 |
313 | 50.45 | 68.5667 | -18.1167 |
314 | 49.07 | 66.2588 | -17.1888 |
315 | 45.85 | 66.4814 | -20.6314 |
316 | 48.45 | 68.6923 | -20.2423 |
317 | 49.96 | 66.5049 | -16.5449 |
318 | 46.53 | 66.2757 | -19.7457 |
319 | 50.51 | 66.6188 | -16.1088 |
320 | 47.58 | 65.8774 | -18.2974 |
321 | 48.05 | 65.7687 | -17.7187 |
322 | 46.84 | 62.8884 | -16.0484 |
323 | 47.67 | 61.4541 | -13.7841 |
324 | 49.16 | 64.2977 | -15.1377 |
325 | 55.54 | 64.7613 | -9.22132 |
326 | 55.82 | 63.6283 | -7.80832 |
327 | 58.22 | 65.8693 | -7.64935 |
328 | 56.19 | 65.0978 | -8.90784 |
329 | 57.77 | 62.7297 | -4.95969 |
330 | 63.19 | 60.241 | 2.94896 |
331 | 54.76 | 64.0486 | -9.2886 |
332 | 55.74 | 64.0001 | -8.2601 |
333 | 62.54 | 63.8311 | -1.2911 |
334 | 61.39 | 62.7583 | -1.36835 |
335 | 69.6 | 60.8421 | 8.75792 |
336 | 79.23 | 60.7333 | 18.4967 |
337 | 80 | 68.9091 | 11.0909 |
338 | 93.68 | 65.5769 | 28.1031 |
339 | 107.63 | 67.6071 | 40.0229 |
340 | 100.18 | 74.5175 | 25.6625 |
341 | 97.3 | 77.1502 | 20.1498 |
342 | 90.45 | 79.7226 | 10.7274 |
343 | 80.64 | 77.2038 | 3.43617 |
344 | 80.58 | 81.6139 | -1.03389 |
345 | 75.82 | 80.511 | -4.69101 |
346 | 85.59 | 80.4625 | 5.12749 |
347 | 89.35 | 75.7747 | 13.5753 |
348 | 89.42 | 73.9789 | 15.4411 |
349 | 104.73 | 73.8401 | 30.8899 |
350 | 95.32 | 72.0443 | 23.2757 |
351 | 89.27 | 75.8217 | 13.4483 |
352 | 90.44 | 75.5021 | 14.9379 |
353 | 86.97 | 77.1708 | 9.79924 |
354 | 79.98 | 71.3683 | 8.61169 |
355 | 81.22 | 71.1993 | 10.0207 |
356 | 87.35 | 72.4161 | 14.9339 |
357 | 83.64 | 71.6747 | 11.9653 |
358 | 82.22 | 70.5718 | 11.6482 |
359 | 94.4 | 71.1258 | 23.2742 |
360 | 102.18 | 69.7217 | 32.4583 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
6 | 0.00183865 | 0.00367731 | 0.998161 |
7 | 0.000167287 | 0.000334574 | 0.999833 |
8 | 1.96306e-05 | 3.92612e-05 | 0.99998 |
9 | 2.69295e-06 | 5.3859e-06 | 0.999997 |
10 | 3.41723e-07 | 6.83446e-07 | 1 |
11 | 3.65414e-08 | 7.30828e-08 | 1 |
12 | 3.86261e-09 | 7.72522e-09 | 1 |
13 | 4.41823e-10 | 8.83645e-10 | 1 |
14 | 4.10692e-11 | 8.21384e-11 | 1 |
15 | 3.70678e-12 | 7.41356e-12 | 1 |
16 | 2.84177e-13 | 5.68354e-13 | 1 |
17 | 2.07511e-14 | 4.15023e-14 | 1 |
18 | 1.43538e-15 | 2.87077e-15 | 1 |
19 | 9.5991e-17 | 1.91982e-16 | 1 |
20 | 6.71253e-18 | 1.34251e-17 | 1 |
21 | 4.24788e-19 | 8.49577e-19 | 1 |
22 | 3.93341e-20 | 7.86683e-20 | 1 |
23 | 7.12972e-21 | 1.42594e-20 | 1 |
24 | 1.99495e-21 | 3.98989e-21 | 1 |
25 | 5.93758e-22 | 1.18752e-21 | 1 |
26 | 1.07107e-21 | 2.14215e-21 | 1 |
27 | 4.38481e-14 | 8.76963e-14 | 1 |
28 | 2.53036e-12 | 5.06072e-12 | 1 |
29 | 4.04461e-12 | 8.08922e-12 | 1 |
30 | 1.06258e-12 | 2.12516e-12 | 1 |
31 | 2.48726e-13 | 4.97451e-13 | 1 |
32 | 5.95407e-14 | 1.19081e-13 | 1 |
33 | 3.04452e-14 | 6.08903e-14 | 1 |
34 | 2.1942e-14 | 4.38841e-14 | 1 |
35 | 1.90851e-14 | 3.81701e-14 | 1 |
36 | 1.62599e-14 | 3.25199e-14 | 1 |
37 | 1.68522e-14 | 3.37043e-14 | 1 |
38 | 8.06794e-15 | 1.61359e-14 | 1 |
39 | 3.49204e-15 | 6.98409e-15 | 1 |
40 | 4.81073e-15 | 9.62145e-15 | 1 |
41 | 2.93697e-15 | 5.87394e-15 | 1 |
42 | 1.20836e-15 | 2.41671e-15 | 1 |
43 | 3.71915e-16 | 7.43831e-16 | 1 |
44 | 1.05534e-16 | 2.11068e-16 | 1 |
45 | 2.96176e-17 | 5.92352e-17 | 1 |
46 | 7.83368e-18 | 1.56674e-17 | 1 |
47 | 2.06096e-18 | 4.12192e-18 | 1 |
48 | 1.27733e-18 | 2.55466e-18 | 1 |
49 | 6.74564e-19 | 1.34913e-18 | 1 |
50 | 3.82969e-19 | 7.65938e-19 | 1 |
51 | 1.7831e-19 | 3.56621e-19 | 1 |
52 | 6.79382e-20 | 1.35876e-19 | 1 |
53 | 2.23235e-20 | 4.4647e-20 | 1 |
54 | 6.21555e-21 | 1.24311e-20 | 1 |
55 | 1.65997e-21 | 3.31993e-21 | 1 |
56 | 4.40681e-22 | 8.81361e-22 | 1 |
57 | 1.22773e-22 | 2.45545e-22 | 1 |
58 | 4.46439e-23 | 8.92878e-23 | 1 |
59 | 4.06207e-23 | 8.12414e-23 | 1 |
60 | 1.79841e-23 | 3.59683e-23 | 1 |
61 | 6.04534e-24 | 1.20907e-23 | 1 |
62 | 1.56676e-24 | 3.13352e-24 | 1 |
63 | 7.07303e-25 | 1.41461e-24 | 1 |
64 | 2.96938e-25 | 5.93875e-25 | 1 |
65 | 9.29355e-26 | 1.85871e-25 | 1 |
66 | 2.532e-26 | 5.06399e-26 | 1 |
67 | 6.66559e-27 | 1.33312e-26 | 1 |
68 | 1.78869e-27 | 3.57738e-27 | 1 |
69 | 5.21753e-28 | 1.04351e-27 | 1 |
70 | 3.93773e-28 | 7.87546e-28 | 1 |
71 | 1.58286e-28 | 3.16571e-28 | 1 |
72 | 4.56335e-29 | 9.12669e-29 | 1 |
73 | 1.2298e-29 | 2.4596e-29 | 1 |
74 | 3.7133e-30 | 7.4266e-30 | 1 |
75 | 1.5125e-30 | 3.02499e-30 | 1 |
76 | 4.21959e-31 | 8.43918e-31 | 1 |
77 | 1.20395e-31 | 2.4079e-31 | 1 |
78 | 4.18528e-32 | 8.37057e-32 | 1 |
79 | 1.97765e-32 | 3.95529e-32 | 1 |
80 | 1.60513e-32 | 3.21027e-32 | 1 |
81 | 5.13181e-33 | 1.02636e-32 | 1 |
82 | 1.5205e-33 | 3.041e-33 | 1 |
83 | 4.70185e-34 | 9.40371e-34 | 1 |
84 | 1.86791e-34 | 3.73583e-34 | 1 |
85 | 8.31727e-35 | 1.66345e-34 | 1 |
86 | 6.7636e-35 | 1.35272e-34 | 1 |
87 | 6.73748e-35 | 1.3475e-34 | 1 |
88 | 5.78605e-35 | 1.15721e-34 | 1 |
89 | 5.04219e-35 | 1.00844e-34 | 1 |
90 | 5.46795e-35 | 1.09359e-34 | 1 |
91 | 1.17481e-34 | 2.34962e-34 | 1 |
92 | 8.68067e-35 | 1.73613e-34 | 1 |
93 | 4.61761e-35 | 9.23522e-35 | 1 |
94 | 3.74716e-35 | 7.49432e-35 | 1 |
95 | 3.39537e-35 | 6.79075e-35 | 1 |
96 | 1.93519e-35 | 3.87039e-35 | 1 |
97 | 1.65568e-35 | 3.31137e-35 | 1 |
98 | 2.69813e-35 | 5.39626e-35 | 1 |
99 | 1.81005e-35 | 3.62011e-35 | 1 |
100 | 4.2588e-35 | 8.5176e-35 | 1 |
101 | 3.48977e-34 | 6.97953e-34 | 1 |
102 | 6.45291e-34 | 1.29058e-33 | 1 |
103 | 2.44788e-33 | 4.89575e-33 | 1 |
104 | 1.35648e-32 | 2.71296e-32 | 1 |
105 | 1.95252e-32 | 3.90503e-32 | 1 |
106 | 5.04207e-32 | 1.00841e-31 | 1 |
107 | 2.93309e-32 | 5.86618e-32 | 1 |
108 | 1.47927e-32 | 2.95855e-32 | 1 |
109 | 4.53602e-33 | 9.07205e-33 | 1 |
110 | 1.1872e-32 | 2.37441e-32 | 1 |
111 | 3.66716e-29 | 7.33432e-29 | 1 |
112 | 8.69108e-27 | 1.73822e-26 | 1 |
113 | 4.69228e-25 | 9.38456e-25 | 1 |
114 | 4.708e-24 | 9.41601e-24 | 1 |
115 | 1.69334e-23 | 3.38667e-23 | 1 |
116 | 3.95512e-23 | 7.91024e-23 | 1 |
117 | 8.26277e-23 | 1.65255e-22 | 1 |
118 | 1.11863e-22 | 2.23727e-22 | 1 |
119 | 1.55394e-22 | 3.10788e-22 | 1 |
120 | 1.33265e-22 | 2.6653e-22 | 1 |
121 | 8.80123e-23 | 1.76025e-22 | 1 |
122 | 5.31413e-23 | 1.06283e-22 | 1 |
123 | 2.83872e-23 | 5.67744e-23 | 1 |
124 | 1.47737e-23 | 2.95475e-23 | 1 |
125 | 7.66214e-24 | 1.53243e-23 | 1 |
126 | 3.53845e-24 | 7.0769e-24 | 1 |
127 | 1.53336e-24 | 3.06673e-24 | 1 |
128 | 6.91956e-25 | 1.38391e-24 | 1 |
129 | 2.84348e-25 | 5.68695e-25 | 1 |
130 | 1.17146e-25 | 2.34292e-25 | 1 |
131 | 6.90513e-26 | 1.38103e-25 | 1 |
132 | 3.83118e-26 | 7.66235e-26 | 1 |
133 | 1.76381e-26 | 3.52763e-26 | 1 |
134 | 1.00753e-26 | 2.01506e-26 | 1 |
135 | 5.35083e-27 | 1.07017e-26 | 1 |
136 | 2.65552e-27 | 5.31104e-27 | 1 |
137 | 1.27326e-27 | 2.54652e-27 | 1 |
138 | 5.48696e-28 | 1.09739e-27 | 1 |
139 | 2.18197e-28 | 4.36395e-28 | 1 |
140 | 8.92091e-29 | 1.78418e-28 | 1 |
141 | 3.94091e-29 | 7.88182e-29 | 1 |
142 | 1.59582e-29 | 3.19164e-29 | 1 |
143 | 6.82801e-30 | 1.3656e-29 | 1 |
144 | 2.62773e-30 | 5.25546e-30 | 1 |
145 | 9.90338e-31 | 1.98068e-30 | 1 |
146 | 4.77685e-31 | 9.5537e-31 | 1 |
147 | 2.47061e-31 | 4.94123e-31 | 1 |
148 | 9.08516e-32 | 1.81703e-31 | 1 |
149 | 3.41696e-32 | 6.83392e-32 | 1 |
150 | 1.24021e-32 | 2.48041e-32 | 1 |
151 | 4.78017e-33 | 9.56033e-33 | 1 |
152 | 1.90554e-33 | 3.81108e-33 | 1 |
153 | 7.77667e-34 | 1.55533e-33 | 1 |
154 | 2.99471e-34 | 5.98943e-34 | 1 |
155 | 1.08336e-34 | 2.16671e-34 | 1 |
156 | 4.04545e-35 | 8.09089e-35 | 1 |
157 | 1.68146e-35 | 3.36292e-35 | 1 |
158 | 9.66296e-36 | 1.93259e-35 | 1 |
159 | 3.70568e-36 | 7.41135e-36 | 1 |
160 | 1.31291e-36 | 2.62582e-36 | 1 |
161 | 4.92697e-37 | 9.85394e-37 | 1 |
162 | 2.29142e-37 | 4.58284e-37 | 1 |
163 | 1.67996e-37 | 3.35991e-37 | 1 |
164 | 1.52333e-37 | 3.04667e-37 | 1 |
165 | 5.26263e-38 | 1.05253e-37 | 1 |
166 | 1.8811e-38 | 3.76219e-38 | 1 |
167 | 6.75019e-39 | 1.35004e-38 | 1 |
168 | 2.70907e-39 | 5.41814e-39 | 1 |
169 | 1.26923e-39 | 2.53845e-39 | 1 |
170 | 7.55022e-40 | 1.51004e-39 | 1 |
171 | 3.01919e-40 | 6.03837e-40 | 1 |
172 | 1.00003e-40 | 2.00007e-40 | 1 |
173 | 3.32041e-41 | 6.64083e-41 | 1 |
174 | 1.12392e-41 | 2.24784e-41 | 1 |
175 | 3.86659e-42 | 7.73318e-42 | 1 |
176 | 1.36091e-42 | 2.72182e-42 | 1 |
177 | 5.10814e-43 | 1.02163e-42 | 1 |
178 | 1.76635e-43 | 3.5327e-43 | 1 |
179 | 6.2147e-44 | 1.24294e-43 | 1 |
180 | 2.2767e-44 | 4.55341e-44 | 1 |
181 | 8.25265e-45 | 1.65053e-44 | 1 |
182 | 4.7338e-45 | 9.4676e-45 | 1 |
183 | 3.31035e-45 | 6.6207e-45 | 1 |
184 | 2.40362e-45 | 4.80724e-45 | 1 |
185 | 2.21654e-45 | 4.43308e-45 | 1 |
186 | 1.99731e-45 | 3.99462e-45 | 1 |
187 | 6.33382e-45 | 1.26676e-44 | 1 |
188 | 5.35195e-44 | 1.07039e-43 | 1 |
189 | 2.70844e-43 | 5.41687e-43 | 1 |
190 | 1.04511e-42 | 2.09021e-42 | 1 |
191 | 2.41518e-42 | 4.83035e-42 | 1 |
192 | 4.98526e-42 | 9.97053e-42 | 1 |
193 | 9.67538e-42 | 1.93508e-41 | 1 |
194 | 2.96741e-41 | 5.93482e-41 | 1 |
195 | 9.34217e-41 | 1.86843e-40 | 1 |
196 | 1.22198e-40 | 2.44397e-40 | 1 |
197 | 1.54484e-40 | 3.08968e-40 | 1 |
198 | 2.32827e-40 | 4.65653e-40 | 1 |
199 | 3.91902e-40 | 7.83803e-40 | 1 |
200 | 1.63102e-40 | 3.26204e-40 | 1 |
201 | 6.92147e-41 | 1.38429e-40 | 1 |
202 | 2.77213e-41 | 5.54427e-41 | 1 |
203 | 1.1319e-41 | 2.2638e-41 | 1 |
204 | 5.20658e-42 | 1.04132e-41 | 1 |
205 | 2.74871e-42 | 5.49742e-42 | 1 |
206 | 9.87348e-43 | 1.9747e-42 | 1 |
207 | 1.9923e-40 | 3.98461e-40 | 1 |
208 | 1.88946e-38 | 3.77891e-38 | 1 |
209 | 1.11111e-36 | 2.22221e-36 | 1 |
210 | 7.43535e-35 | 1.48707e-34 | 1 |
211 | 3.71598e-35 | 7.43195e-35 | 1 |
212 | 1.82346e-34 | 3.64693e-34 | 1 |
213 | 5.21853e-33 | 1.04371e-32 | 1 |
214 | 1.19715e-31 | 2.39431e-31 | 1 |
215 | 1.16445e-30 | 2.3289e-30 | 1 |
216 | 4.34832e-30 | 8.69664e-30 | 1 |
217 | 1.17219e-29 | 2.34438e-29 | 1 |
218 | 2.53941e-29 | 5.07883e-29 | 1 |
219 | 4.26661e-29 | 8.53323e-29 | 1 |
220 | 6.17628e-29 | 1.23526e-28 | 1 |
221 | 1.26793e-28 | 2.53585e-28 | 1 |
222 | 1.56411e-28 | 3.12822e-28 | 1 |
223 | 1.61311e-28 | 3.22623e-28 | 1 |
224 | 1.57924e-28 | 3.15849e-28 | 1 |
225 | 1.44503e-28 | 2.89006e-28 | 1 |
226 | 1.06133e-28 | 2.12265e-28 | 1 |
227 | 7.33361e-29 | 1.46672e-28 | 1 |
228 | 4.86754e-29 | 9.73508e-29 | 1 |
229 | 2.50016e-29 | 5.00032e-29 | 1 |
230 | 1.41626e-29 | 2.83252e-29 | 1 |
231 | 8.0058e-30 | 1.60116e-29 | 1 |
232 | 3.97063e-30 | 7.94126e-30 | 1 |
233 | 2.17354e-30 | 4.34708e-30 | 1 |
234 | 1.09475e-30 | 2.1895e-30 | 1 |
235 | 8.29167e-31 | 1.65833e-30 | 1 |
236 | 4.19534e-29 | 8.39067e-29 | 1 |
237 | 6.63124e-27 | 1.32625e-26 | 1 |
238 | 1.73445e-24 | 3.46891e-24 | 1 |
239 | 6.88442e-22 | 1.37688e-21 | 1 |
240 | 1.01139e-20 | 2.02277e-20 | 1 |
241 | 4.50315e-20 | 9.00629e-20 | 1 |
242 | 9.11726e-17 | 1.82345e-16 | 1 |
243 | 1.16368e-06 | 2.32735e-06 | 0.999999 |
244 | 0.000516305 | 0.00103261 | 0.999484 |
245 | 0.207772 | 0.415543 | 0.792228 |
246 | 0.742202 | 0.515596 | 0.257798 |
247 | 0.732836 | 0.534327 | 0.267164 |
248 | 0.750503 | 0.498994 | 0.249497 |
249 | 0.792408 | 0.415184 | 0.207592 |
250 | 0.806029 | 0.387941 | 0.193971 |
251 | 0.826453 | 0.347094 | 0.173547 |
252 | 0.811309 | 0.377383 | 0.188691 |
253 | 0.80247 | 0.39506 | 0.19753 |
254 | 0.839043 | 0.321915 | 0.160957 |
255 | 0.819504 | 0.360993 | 0.180496 |
256 | 0.802641 | 0.394718 | 0.197359 |
257 | 0.779323 | 0.441353 | 0.220677 |
258 | 0.753723 | 0.492555 | 0.246277 |
259 | 0.72816 | 0.54368 | 0.27184 |
260 | 0.706431 | 0.587138 | 0.293569 |
261 | 0.678901 | 0.642198 | 0.321099 |
262 | 0.662124 | 0.675751 | 0.337876 |
263 | 0.678212 | 0.643576 | 0.321788 |
264 | 0.720389 | 0.559223 | 0.279611 |
265 | 0.761088 | 0.477823 | 0.238912 |
266 | 0.787358 | 0.425284 | 0.212642 |
267 | 0.806668 | 0.386664 | 0.193332 |
268 | 0.823646 | 0.352708 | 0.176354 |
269 | 0.827914 | 0.344172 | 0.172086 |
270 | 0.854343 | 0.291315 | 0.145657 |
271 | 0.857458 | 0.285085 | 0.142542 |
272 | 0.853217 | 0.293567 | 0.146783 |
273 | 0.845474 | 0.309052 | 0.154526 |
274 | 0.83131 | 0.33738 | 0.16869 |
275 | 0.868414 | 0.263173 | 0.131586 |
276 | 0.961753 | 0.0764949 | 0.0382475 |
277 | 0.966025 | 0.0679499 | 0.033975 |
278 | 0.960492 | 0.0790155 | 0.0395078 |
279 | 0.955374 | 0.0892518 | 0.0446259 |
280 | 0.949413 | 0.101173 | 0.0505866 |
281 | 0.944004 | 0.111992 | 0.0559961 |
282 | 0.938888 | 0.122224 | 0.0611122 |
283 | 0.932692 | 0.134616 | 0.0673078 |
284 | 0.926048 | 0.147903 | 0.0739515 |
285 | 0.919473 | 0.161054 | 0.0805272 |
286 | 0.914253 | 0.171494 | 0.0857468 |
287 | 0.918534 | 0.162931 | 0.0814657 |
288 | 0.924465 | 0.151069 | 0.0755345 |
289 | 0.924252 | 0.151497 | 0.0757484 |
290 | 0.919009 | 0.161982 | 0.0809908 |
291 | 0.913192 | 0.173616 | 0.0868081 |
292 | 0.915175 | 0.16965 | 0.0848251 |
293 | 0.932876 | 0.134249 | 0.0671244 |
294 | 0.928262 | 0.143475 | 0.0717375 |
295 | 0.923949 | 0.152101 | 0.0760507 |
296 | 0.921787 | 0.156426 | 0.0782131 |
297 | 0.92238 | 0.155241 | 0.0776204 |
298 | 0.916277 | 0.167446 | 0.0837229 |
299 | 0.913036 | 0.173929 | 0.0869644 |
300 | 0.911718 | 0.176563 | 0.0882817 |
301 | 0.913695 | 0.17261 | 0.0863052 |
302 | 0.911892 | 0.176217 | 0.0881085 |
303 | 0.932984 | 0.134031 | 0.0670157 |
304 | 0.952978 | 0.0940449 | 0.0470224 |
305 | 0.95591 | 0.0881796 | 0.0440898 |
306 | 0.957304 | 0.0853929 | 0.0426964 |
307 | 0.951501 | 0.0969972 | 0.0484986 |
308 | 0.944236 | 0.111528 | 0.0557638 |
309 | 0.937545 | 0.12491 | 0.0624551 |
310 | 0.930352 | 0.139295 | 0.0696477 |
311 | 0.92766 | 0.144679 | 0.0723397 |
312 | 0.914857 | 0.170285 | 0.0851426 |
313 | 0.900974 | 0.198051 | 0.0990255 |
314 | 0.883773 | 0.232454 | 0.116227 |
315 | 0.865409 | 0.269183 | 0.134591 |
316 | 0.844274 | 0.311453 | 0.155726 |
317 | 0.817241 | 0.365518 | 0.182759 |
318 | 0.794625 | 0.410751 | 0.205375 |
319 | 0.762631 | 0.474737 | 0.237369 |
320 | 0.738761 | 0.522477 | 0.261239 |
321 | 0.717459 | 0.565082 | 0.282541 |
322 | 0.698759 | 0.602481 | 0.301241 |
323 | 0.67767 | 0.644659 | 0.32233 |
324 | 0.671252 | 0.657497 | 0.328748 |
325 | 0.636479 | 0.727042 | 0.363521 |
326 | 0.602262 | 0.795476 | 0.397738 |
327 | 0.570496 | 0.859007 | 0.429504 |
328 | 0.561814 | 0.876372 | 0.438186 |
329 | 0.543351 | 0.913298 | 0.456649 |
330 | 0.496803 | 0.993606 | 0.503197 |
331 | 0.562741 | 0.874518 | 0.437259 |
332 | 0.670483 | 0.659035 | 0.329517 |
333 | 0.729745 | 0.540509 | 0.270255 |
334 | 0.855775 | 0.28845 | 0.144225 |
335 | 0.926478 | 0.147045 | 0.0735224 |
336 | 0.964187 | 0.0716256 | 0.0358128 |
337 | 0.987633 | 0.0247348 | 0.0123674 |
338 | 0.993964 | 0.0120723 | 0.00603617 |
339 | 0.99193 | 0.0161401 | 0.00807005 |
340 | 0.988629 | 0.0227418 | 0.0113709 |
341 | 0.987054 | 0.0258924 | 0.0129462 |
342 | 0.982146 | 0.035708 | 0.017854 |
343 | 0.976909 | 0.0461814 | 0.0230907 |
344 | 0.962265 | 0.0754707 | 0.0377353 |
345 | 0.96373 | 0.0725394 | 0.0362697 |
346 | 0.941854 | 0.116293 | 0.0581465 |
347 | 0.909108 | 0.181783 | 0.0908915 |
348 | 0.865893 | 0.268214 | 0.134107 |
349 | 0.929243 | 0.141513 | 0.0707566 |
350 | 0.971355 | 0.0572896 | 0.0286448 |
351 | 0.960494 | 0.0790111 | 0.0395055 |
352 | 0.967304 | 0.0653922 | 0.0326961 |
353 | 0.933331 | 0.133338 | 0.0666689 |
354 | 0.855442 | 0.289117 | 0.144558 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 239 | 0.684814 | NOK |
5% type I error level | 246 | 0.704871 | NOK |
10% type I error level | 260 | 0.744986 | NOK |