Multiple Linear Regression - Estimated Regression Equation |
y[t] = -74.3133333333333 + 64.416559139785M1[t] + 96.5810752688172M2[t] + 113.235913978495M3[t] + 94.8520430107527M4[t] + 1.58752688172045M5[t] + 97.0843010752688M6[t] + 105.458494623656M7[t] + 91.4197849462366M8[t] + 89.7552688172043M9[t] + 52.2423655913978M10[t] + 71.8455913978495M11[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) | -74.3133333333333 | 4.317684 | -17.2114 | 0 | 0 |
M1 | 64.416559139785 | 6.056684 | 10.6356 | 0 | 0 |
M2 | 96.5810752688172 | 6.056684 | 15.9462 | 0 | 0 |
M3 | 113.235913978495 | 6.056684 | 18.696 | 0 | 0 |
M4 | 94.8520430107527 | 6.056684 | 15.6607 | 0 | 0 |
M5 | 1.58752688172045 | 6.056684 | 0.2621 | 0.793386 | 0.396693 |
M6 | 97.0843010752688 | 6.056684 | 16.0293 | 0 | 0 |
M7 | 105.458494623656 | 6.056684 | 17.4119 | 0 | 0 |
M8 | 91.4197849462366 | 6.056684 | 15.094 | 0 | 0 |
M9 | 89.7552688172043 | 6.056684 | 14.8192 | 0 | 0 |
M10 | 52.2423655913978 | 6.056684 | 8.6256 | 0 | 0 |
M11 | 71.8455913978495 | 6.056684 | 11.8622 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.841137907813319 |
R-squared | 0.707512979960567 |
Adjusted R-squared | 0.698550982132061 |
F-TEST (value) | 78.9458995080441 |
F-TEST (DF numerator) | 11 |
F-TEST (DF denominator) | 359 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 23.648928649723 |
Sum Squared Residuals | 200778.585634409 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | -45.6 | -9.89677419354892 | -35.7032258064511 |
2 | 16.1 | 22.2677419354838 | -6.16774193548377 |
3 | 23.9 | 38.9225806451612 | -15.0225806451612 |
4 | 39.3 | 20.5387096774194 | 18.7612903225806 |
5 | -39.4 | -72.7258064516129 | 33.3258064516129 |
6 | -0.3 | 22.7709677419355 | -23.0709677419355 |
7 | 17.3 | 31.1451612903226 | -13.8451612903226 |
8 | 17.7 | 17.1064516129034 | 0.593548387096631 |
9 | 31.4 | 15.4419354838709 | 15.9580645161291 |
10 | -28.6 | -22.0709677419354 | -6.52903225806457 |
11 | -17.2 | -2.46774193548382 | -14.7322580645162 |
12 | -79 | -74.3133333333333 | -4.68666666666673 |
13 | -47.9 | -9.89677419354836 | -38.0032258064516 |
14 | 9.1 | 22.2677419354839 | -13.1677419354839 |
15 | 10.6 | 38.9225806451613 | -28.3225806451613 |
16 | -23.9 | 20.5387096774193 | -44.4387096774193 |
17 | -45 | -72.7258064516129 | 27.7258064516129 |
18 | -42.2 | 22.7709677419355 | -64.9709677419355 |
19 | 43.2 | 31.1451612903226 | 12.0548387096774 |
20 | 32.1 | 17.1064516129032 | 14.9935483870968 |
21 | -15.3 | 15.441935483871 | -30.741935483871 |
22 | 21.8 | -22.0709677419355 | 43.8709677419355 |
23 | -12 | -2.46774193548387 | -9.53225806451613 |
24 | -95.8 | -74.3133333333333 | -21.4866666666667 |
25 | -14.3 | -9.89677419354837 | -4.40322580645163 |
26 | 47.8 | 22.2677419354839 | 25.5322580645161 |
27 | 64.8 | 38.9225806451613 | 25.8774193548387 |
28 | 40.2 | 20.5387096774194 | 19.6612903225806 |
29 | -28.8 | -72.7258064516129 | 43.9258064516129 |
30 | 23.5 | 22.7709677419355 | 0.729032258064517 |
31 | 70.3 | 31.1451612903226 | 39.1548387096774 |
32 | 12.3 | 17.1064516129032 | -4.80645161290322 |
33 | 43.5 | 15.441935483871 | 28.058064516129 |
34 | -30.1 | -22.0709677419355 | -8.02903225806452 |
35 | -5.3 | -2.46774193548388 | -2.83225806451612 |
36 | -24 | -74.3133333333333 | 50.3133333333333 |
37 | 11.1 | -9.89677419354838 | 20.9967741935484 |
38 | 21.5 | 22.2677419354839 | -0.767741935483872 |
39 | 38.5 | 38.9225806451613 | -0.42258064516129 |
40 | 16.8 | 20.5387096774194 | -3.73870967741935 |
41 | -36.2 | -72.7258064516129 | 36.5258064516129 |
42 | 6 | 22.7709677419355 | -16.7709677419355 |
43 | 26.6 | 31.1451612903226 | -4.54516129032258 |
44 | -8 | 17.1064516129032 | -25.1064516129032 |
45 | 13.2 | 15.441935483871 | -2.24193548387097 |
46 | -23.6 | -22.0709677419355 | -1.52903225806452 |
47 | 19.4 | -2.46774193548388 | 21.8677419354839 |
48 | -46.2 | -74.3133333333333 | 28.1133333333333 |
49 | -8.2 | -9.89677419354837 | 1.69677419354837 |
50 | 33.8 | 22.2677419354839 | 11.5322580645161 |
51 | 16.6 | 38.9225806451613 | -22.3225806451613 |
52 | 5.4 | 20.5387096774194 | -15.1387096774194 |
53 | -25 | -72.7258064516129 | 47.7258064516129 |
54 | -5.3 | 22.7709677419355 | -28.0709677419355 |
55 | 16.7 | 31.1451612903226 | -14.4451612903226 |
56 | 19 | 17.1064516129032 | 1.89354838709678 |
57 | 24.8 | 15.441935483871 | 9.35806451612904 |
58 | -11.4 | -22.0709677419355 | 10.6709677419355 |
59 | 4.9 | -2.46774193548388 | 7.36774193548388 |
60 | -58.7 | -74.3133333333333 | 15.6133333333333 |
61 | 16.8 | -9.89677419354838 | 26.6967741935484 |
62 | 13.6 | 22.2677419354839 | -8.66774193548388 |
63 | 6.4 | 38.9225806451613 | -32.5225806451613 |
64 | 22.8 | 20.5387096774194 | 2.26129032258065 |
65 | -19.6 | -72.7258064516129 | 53.1258064516129 |
66 | 2.2 | 22.7709677419355 | -20.5709677419355 |
67 | 19.8 | 31.1451612903226 | -11.3451612903226 |
68 | -10.7 | 17.1064516129032 | -27.8064516129032 |
69 | 4.7 | 15.441935483871 | -10.741935483871 |
70 | -44.5 | -22.0709677419355 | -22.4290322580645 |
71 | -34.7 | -2.46774193548386 | -32.2322580645161 |
72 | -119.7 | -74.3133333333333 | -45.3866666666667 |
73 | -42.2 | -9.89677419354837 | -32.3032258064516 |
74 | -5.4 | 22.2677419354839 | -27.6677419354839 |
75 | 19.1 | 38.9225806451613 | -19.8225806451613 |
76 | 18.8 | 20.5387096774194 | -1.73870967741935 |
77 | -2.3 | -72.7258064516129 | 70.4258064516129 |
78 | 0.2 | 22.7709677419355 | -22.5709677419355 |
79 | 20.9 | 31.1451612903226 | -10.2451612903226 |
80 | 3.7 | 17.1064516129032 | -13.4064516129032 |
81 | 50.4 | 15.441935483871 | 34.958064516129 |
82 | -18.6 | -22.0709677419355 | 3.47096774193548 |
83 | 10.6 | -2.46774193548388 | 13.0677419354839 |
84 | -66 | -74.3133333333333 | 8.31333333333335 |
85 | 10 | -9.89677419354837 | 19.8967741935484 |
86 | 27.2 | 22.2677419354839 | 4.93225806451613 |
87 | 13.5 | 38.9225806451613 | -25.4225806451613 |
88 | 47.2 | 20.5387096774193 | 26.6612903225807 |
89 | -20.3 | -72.7258064516129 | 52.4258064516129 |
90 | 23.1 | 22.7709677419355 | 0.329032258064518 |
91 | 12.6 | 31.1451612903226 | -18.5451612903226 |
92 | 19.8 | 17.1064516129032 | 2.69354838709678 |
93 | 5.4 | 15.441935483871 | -10.041935483871 |
94 | -25.2 | -22.0709677419355 | -3.12903225806451 |
95 | -6.5 | -2.46774193548387 | -4.03225806451613 |
96 | -46.5 | -74.3133333333333 | 27.8133333333333 |
97 | -2.6 | -9.89677419354837 | 7.29677419354837 |
98 | -0.3 | 22.2677419354839 | -22.5677419354839 |
99 | 38.5 | 38.9225806451613 | -0.42258064516129 |
100 | -8.9 | 20.5387096774194 | -29.4387096774194 |
101 | -38 | -72.7258064516129 | 34.7258064516129 |
102 | 19.5 | 22.7709677419355 | -3.27096774193548 |
103 | 51.7 | 31.1451612903226 | 20.5548387096774 |
104 | 19.4 | 17.1064516129032 | 2.29354838709678 |
105 | 18.2 | 15.441935483871 | 2.75806451612903 |
106 | -50.8 | -22.0709677419355 | -28.7290322580645 |
107 | -6.1 | -2.46774193548387 | -3.63225806451613 |
108 | -54.6 | -74.3133333333333 | 19.7133333333333 |
109 | 12.1 | -9.89677419354838 | 21.9967741935484 |
110 | 26.3 | 22.2677419354839 | 4.03225806451613 |
111 | 19.5 | 38.9225806451613 | -19.4225806451613 |
112 | -0.8 | 20.5387096774194 | -21.3387096774194 |
113 | -49.6 | -72.7258064516129 | 23.1258064516129 |
114 | 28.8 | 22.7709677419355 | 6.02903225806451 |
115 | 31.7 | 31.1451612903226 | 0.554838709677425 |
116 | 2.3 | 17.1064516129032 | -14.8064516129032 |
117 | 3.8 | 15.441935483871 | -11.641935483871 |
118 | -66.2 | -22.0709677419355 | -44.1290322580645 |
119 | -20.5 | -2.46774193548387 | -18.0322580645161 |
120 | -113.2 | -74.3133333333333 | -38.8866666666667 |
121 | -65.2 | -9.89677419354836 | -55.3032258064516 |
122 | -3.9 | 22.2677419354839 | -26.1677419354839 |
123 | 9.1 | 38.9225806451613 | -29.8225806451613 |
124 | 23.2 | 20.5387096774194 | 2.66129032258065 |
125 | -39.1 | -72.7258064516129 | 33.6258064516129 |
126 | 12.5 | 22.7709677419355 | -10.2709677419355 |
127 | 49.1 | 31.1451612903226 | 17.9548387096774 |
128 | 54.9 | 17.1064516129032 | 37.7935483870968 |
129 | 30.8 | 15.441935483871 | 15.358064516129 |
130 | -3.5 | -22.0709677419355 | 18.5709677419355 |
131 | -28.3 | -2.46774193548386 | -25.8322580645161 |
132 | -61 | -74.3133333333333 | 13.3133333333333 |
133 | -2 | -9.89677419354837 | 7.89677419354837 |
134 | 40 | 22.2677419354839 | 17.7322580645161 |
135 | 74 | 38.9225806451613 | 35.0774193548387 |
136 | 23.1 | 20.5387096774194 | 2.56129032258065 |
137 | -45.3 | -72.7258064516129 | 27.4258064516129 |
138 | 17.5 | 22.7709677419355 | -5.27096774193548 |
139 | 25.8 | 31.1451612903226 | -5.34516129032258 |
140 | 15.2 | 17.1064516129032 | -1.90645161290322 |
141 | -3.6 | 15.441935483871 | -19.041935483871 |
142 | -40.5 | -22.0709677419355 | -18.4290322580645 |
143 | 11.5 | -2.46774193548388 | 13.9677419354839 |
144 | -59.8 | -74.3133333333333 | 14.5133333333333 |
145 | 23.3 | -9.89677419354836 | 33.1967741935484 |
146 | -27.8 | 22.2677419354839 | -50.0677419354839 |
147 | 55.7 | 38.9225806451613 | 16.7774193548387 |
148 | 22.7 | 20.5387096774194 | 2.16129032258065 |
149 | -79.2 | -72.7258064516129 | -6.4741935483871 |
150 | 28.8 | 22.7709677419355 | 6.02903225806451 |
151 | 17.3 | 31.1451612903226 | -13.8451612903226 |
152 | 39.6 | 17.1064516129032 | 22.4935483870968 |
153 | -22.2 | 15.441935483871 | -37.641935483871 |
154 | -43 | -22.0709677419355 | -20.9290322580645 |
155 | -50.3 | -2.46774193548387 | -47.8322580645161 |
156 | -86.5 | -74.3133333333334 | -12.1866666666666 |
157 | -31.9 | -9.89677419354838 | -22.0032258064516 |
158 | 23.1 | 22.2677419354839 | 0.83225806451613 |
159 | 53.6 | 38.9225806451613 | 14.6774193548387 |
160 | 21.6 | 20.5387096774194 | 1.06129032258065 |
161 | -64.2 | -72.7258064516129 | 8.5258064516129 |
162 | 35.2 | 22.7709677419355 | 12.4290322580645 |
163 | 52.1 | 31.1451612903226 | 20.9548387096774 |
164 | 40.6 | 17.1064516129032 | 23.4935483870968 |
165 | 17.1 | 15.441935483871 | 1.65806451612903 |
166 | -7.8 | -22.0709677419355 | 14.2709677419355 |
167 | -10 | -2.46774193548387 | -7.53225806451613 |
168 | -58 | -74.3133333333333 | 16.3133333333333 |
169 | 14 | -9.89677419354838 | 23.8967741935484 |
170 | 15.8 | 22.2677419354839 | -6.46774193548387 |
171 | 46 | 38.9225806451613 | 7.0774193548387 |
172 | -8.9 | 20.5387096774194 | -29.4387096774194 |
173 | -26.7 | -72.7258064516129 | 46.0258064516129 |
174 | 39 | 22.7709677419355 | 16.2290322580645 |
175 | -1.3 | 31.1451612903226 | -32.4451612903226 |
176 | 38.7 | 17.1064516129032 | 21.5935483870968 |
177 | 22.1 | 15.441935483871 | 6.65806451612904 |
178 | -49.2 | -22.0709677419355 | -27.1290322580645 |
179 | -3.4 | -2.46774193548387 | -0.932258064516125 |
180 | -86.7 | -74.3133333333334 | -12.3866666666666 |
181 | -24.3 | -9.89677419354837 | -14.4032258064516 |
182 | 42.8 | 22.2677419354839 | 20.5322580645161 |
183 | 44.9 | 38.9225806451613 | 5.97741935483871 |
184 | 4.4 | 20.5387096774193 | -16.1387096774193 |
185 | -60.5 | -72.7258064516129 | 12.2258064516129 |
186 | 41.4 | 22.7709677419355 | 18.6290322580645 |
187 | 38.5 | 31.1451612903226 | 7.35483870967743 |
188 | 28.5 | 17.1064516129032 | 11.3935483870968 |
189 | 7.6 | 15.441935483871 | -7.84193548387097 |
190 | -46.4 | -22.0709677419355 | -24.3290322580645 |
191 | 7 | -2.46774193548388 | 9.46774193548388 |
192 | -73 | -74.3133333333334 | 1.31333333333335 |
193 | 5.7 | -9.89677419354837 | 15.5967741935484 |
194 | 23.6 | 22.2677419354839 | 1.33225806451613 |
195 | 39.4 | 38.9225806451613 | 0.477419354838709 |
196 | 30.3 | 20.5387096774194 | 9.76129032258064 |
197 | -92.5 | -72.7258064516129 | -19.7741935483871 |
198 | 77.8 | 22.7709677419355 | 55.0290322580645 |
199 | 12.4 | 31.1451612903226 | -18.7451612903226 |
200 | 28.9 | 17.1064516129032 | 11.7935483870968 |
201 | 6.4 | 15.441935483871 | -9.04193548387097 |
202 | -12 | -22.0709677419355 | 10.0709677419355 |
203 | -9.1 | -2.46774193548387 | -6.63225806451613 |
204 | -53.2 | -74.3133333333333 | 21.1133333333333 |
205 | -23.1 | -9.89677419354837 | -13.2032258064516 |
206 | 47.3 | 22.2677419354839 | 25.0322580645161 |
207 | 20.7 | 38.9225806451613 | -18.2225806451613 |
208 | 27.8 | 20.5387096774194 | 7.26129032258065 |
209 | -84.3 | -72.7258064516129 | -11.5741935483871 |
210 | 62.8 | 22.7709677419355 | 40.0290322580645 |
211 | 26.4 | 31.1451612903226 | -4.74516129032258 |
212 | 32.3 | 17.1064516129032 | 15.1935483870968 |
213 | 13.3 | 15.441935483871 | -2.14193548387097 |
214 | -17.9 | -22.0709677419355 | 4.17096774193549 |
215 | 10 | -2.46774193548388 | 12.4677419354839 |
216 | -45.6 | -74.3133333333333 | 28.7133333333333 |
217 | 13.5 | -9.89677419354838 | 23.3967741935484 |
218 | 11.9 | 22.2677419354839 | -10.3677419354839 |
219 | 26 | 38.9225806451613 | -12.9225806451613 |
220 | -6.3 | 20.5387096774194 | -26.8387096774194 |
221 | -79.9 | -72.7258064516129 | -7.1741935483871 |
222 | 54.2 | 22.7709677419355 | 31.4290322580645 |
223 | 22.9 | 31.1451612903226 | -8.24516129032259 |
224 | 31.8 | 17.1064516129032 | 14.6935483870968 |
225 | 3.8 | 15.441935483871 | -11.641935483871 |
226 | -11.4 | -22.0709677419355 | 10.6709677419355 |
227 | -8.6 | -2.46774193548387 | -6.13225806451613 |
228 | -49.4 | -74.3133333333333 | 24.9133333333333 |
229 | -2.5 | -9.89677419354837 | 7.39677419354837 |
230 | 23 | 22.2677419354839 | 0.732258064516128 |
231 | 29 | 38.9225806451613 | -9.9225806451613 |
232 | 20.6 | 20.5387096774194 | 0.0612903225806472 |
233 | -117 | -72.7258064516129 | -44.2741935483871 |
234 | 37.9 | 22.7709677419355 | 15.1290322580645 |
235 | 30.7 | 31.1451612903226 | -0.445161290322575 |
236 | 4.7 | 17.1064516129032 | -12.4064516129032 |
237 | -5.7 | 15.441935483871 | -21.141935483871 |
238 | 4.9 | -22.0709677419355 | 26.9709677419355 |
239 | 18.3 | -2.46774193548387 | 20.7677419354839 |
240 | -35.4 | -74.3133333333333 | 38.9133333333333 |
241 | -21.3 | -9.89677419354837 | -11.4032258064516 |
242 | 35.8 | 22.2677419354839 | 13.5322580645161 |
243 | 43.8 | 38.9225806451613 | 4.8774193548387 |
244 | 18.7 | 20.5387096774194 | -1.83870967741935 |
245 | -131.1 | -72.725806451613 | -58.3741935483871 |
246 | 39.8 | 22.7709677419355 | 17.0290322580645 |
247 | 44.5 | 31.1451612903226 | 13.3548387096774 |
248 | 16.5 | 17.1064516129032 | -0.606451612903222 |
249 | 9.7 | 15.441935483871 | -5.74193548387097 |
250 | -6.6 | -22.0709677419355 | 15.4709677419355 |
251 | 15.8 | -2.46774193548387 | 18.2677419354839 |
252 | -45.7 | -74.3133333333333 | 28.6133333333333 |
253 | -4.8 | -9.89677419354837 | 5.09677419354837 |
254 | 17.6 | 22.2677419354839 | -4.66774193548387 |
255 | 20.5 | 38.9225806451613 | -18.4225806451613 |
256 | 24.2 | 20.5387096774194 | 3.66129032258064 |
257 | -109 | -72.7258064516129 | -36.2741935483871 |
258 | 20.8 | 22.7709677419355 | -1.97096774193549 |
259 | 31.2 | 31.1451612903226 | 0.0548387096774251 |
260 | -8.8 | 17.1064516129032 | -25.9064516129032 |
261 | 11.8 | 15.441935483871 | -3.64193548387097 |
262 | 13 | -22.0709677419355 | 35.0709677419355 |
263 | 8.3 | -2.46774193548388 | 10.7677419354839 |
264 | -77.9 | -74.3133333333334 | -3.58666666666665 |
265 | -38.8 | -9.89677419354837 | -28.9032258064516 |
266 | 6.1 | 22.2677419354839 | -16.1677419354839 |
267 | 18.1 | 38.9225806451613 | -20.8225806451613 |
268 | 16.8 | 20.5387096774194 | -3.73870967741935 |
269 | -128.5 | -72.7258064516129 | -55.7741935483871 |
270 | 15.9 | 22.7709677419355 | -6.87096774193548 |
271 | 29 | 31.1451612903226 | -2.14516129032258 |
272 | -7.2 | 17.1064516129032 | -24.3064516129032 |
273 | 3.3 | 15.441935483871 | -12.141935483871 |
274 | -34.8 | -22.0709677419355 | -12.7290322580645 |
275 | -2.9 | -2.46774193548387 | -0.432258064516126 |
276 | -77.8 | -74.3133333333334 | -3.48666666666664 |
277 | -2.8 | -9.89677419354837 | 7.09677419354837 |
278 | 26.7 | 22.2677419354839 | 4.43225806451613 |
279 | 48.1 | 38.9225806451613 | 9.1774193548387 |
280 | 30 | 20.5387096774194 | 9.46129032258064 |
281 | -109.6 | -72.7258064516129 | -36.8741935483871 |
282 | 16 | 22.7709677419355 | -6.77096774193548 |
283 | 26.9 | 31.1451612903226 | -4.24516129032258 |
284 | 22.1 | 17.1064516129032 | 4.99354838709678 |
285 | 27 | 15.441935483871 | 11.558064516129 |
286 | -24.5 | -22.0709677419355 | -2.42903225806451 |
287 | 12 | -2.46774193548387 | 14.4677419354839 |
288 | -75.2 | -74.3133333333334 | -0.886666666666649 |
289 | 3.5 | -9.89677419354837 | 13.3967741935484 |
290 | 19.7 | 22.2677419354839 | -2.56774193548387 |
291 | 51.8 | 38.9225806451613 | 12.8774193548387 |
292 | 35.3 | 20.5387096774194 | 14.7612903225806 |
293 | -108.2 | -72.7258064516129 | -35.4741935483871 |
294 | 25.3 | 22.7709677419355 | 2.52903225806451 |
295 | 31.6 | 31.1451612903226 | 0.454838709677424 |
296 | 19.9 | 17.1064516129032 | 2.79354838709678 |
297 | 18.8 | 15.441935483871 | 3.35806451612903 |
298 | 20.4 | -22.0709677419355 | 42.4709677419355 |
299 | 15 | -2.46774193548387 | 17.4677419354839 |
300 | -55.9 | -74.3133333333333 | 18.4133333333333 |
301 | -17 | -9.89677419354837 | -7.10322580645163 |
302 | 33.3 | 22.2677419354839 | 11.0322580645161 |
303 | 33.8 | 38.9225806451613 | -5.12258064516129 |
304 | 37.5 | 20.5387096774194 | 16.9612903225806 |
305 | -104.8 | -72.7258064516129 | -32.0741935483871 |
306 | 29.7 | 22.7709677419355 | 6.92903225806451 |
307 | 34.2 | 31.1451612903226 | 3.05483870967742 |
308 | 4.3 | 17.1064516129032 | -12.8064516129032 |
309 | 40.2 | 15.441935483871 | 24.758064516129 |
310 | -29.3 | -22.0709677419355 | -7.22903225806452 |
311 | -0.2 | -2.46774193548388 | 2.26774193548388 |
312 | -95 | -74.3133333333333 | -20.6866666666667 |
313 | -13.2 | -9.89677419354837 | -3.30322580645163 |
314 | 38.5 | 22.2677419354839 | 16.2322580645161 |
315 | 45.4 | 38.9225806451613 | 6.4774193548387 |
316 | 15.7 | 20.5387096774194 | -4.83870967741935 |
317 | -123.6 | -72.7258064516129 | -50.8741935483871 |
318 | 12 | 22.7709677419355 | -10.7709677419355 |
319 | 37.5 | 31.1451612903226 | 6.35483870967742 |
320 | -31.7 | 17.1064516129032 | -48.8064516129032 |
321 | 15.8 | 15.441935483871 | 0.358064516129034 |
322 | -64.1 | -22.0709677419355 | -42.0290322580645 |
323 | -42.1 | -2.46774193548387 | -39.6322580645161 |
324 | -207.4 | -74.3133333333333 | -133.086666666667 |
325 | -12.9 | -9.89677419354837 | -3.00322580645163 |
326 | -5 | 22.2677419354839 | -27.2677419354839 |
327 | 53.9 | 38.9225806451613 | 14.9774193548387 |
328 | 19.7 | 20.5387096774194 | -0.838709677419355 |
329 | -94.6 | -72.7258064516129 | -21.8741935483871 |
330 | 36 | 22.7709677419355 | 13.2290322580645 |
331 | 51.3 | 31.1451612903226 | 20.1548387096774 |
332 | 17.4 | 17.1064516129032 | 0.293548387096777 |
333 | 27.8 | 15.441935483871 | 12.358064516129 |
334 | 1.3 | -22.0709677419355 | 23.3709677419355 |
335 | 3.6 | -2.46774193548387 | 6.06774193548387 |
336 | -97.9 | -74.3133333333333 | -23.5866666666667 |
337 | 14.1 | -9.89677419354838 | 23.9967741935484 |
338 | 50.8 | 22.2677419354839 | 28.5322580645161 |
339 | 63.5 | 38.9225806451613 | 24.5774193548387 |
340 | 58.6 | 20.5387096774193 | 38.0612903225807 |
341 | -135.1 | -72.7258064516129 | -62.3741935483871 |
342 | 7.8 | 22.7709677419355 | -14.9709677419355 |
343 | 25.5 | 31.1451612903226 | -5.64516129032258 |
344 | 29.6 | 17.1064516129032 | 12.4935483870968 |
345 | 19.3 | 15.441935483871 | 3.85806451612903 |
346 | -26.2 | -22.0709677419355 | -4.12903225806451 |
347 | 7.3 | -2.46774193548388 | 9.76774193548388 |
348 | -82.6 | -74.3133333333333 | -8.28666666666664 |
349 | -26.1 | -9.89677419354837 | -16.2032258064516 |
350 | 55.3 | 22.2677419354839 | 33.0322580645161 |
351 | 98.8 | 38.9225806451613 | 59.8774193548387 |
352 | 41.7 | 20.5387096774194 | 21.1612903225806 |
353 | -130.2 | -72.725806451613 | -57.4741935483871 |
354 | 51.2 | 22.7709677419355 | 28.4290322580645 |
355 | 18.4 | 31.1451612903226 | -12.7451612903226 |
356 | 32 | 17.1064516129032 | 14.8935483870968 |
357 | 21.6 | 15.441935483871 | 6.15806451612904 |
358 | -12.5 | -22.0709677419355 | 9.57096774193549 |
359 | 46.6 | -2.46774193548387 | 49.0677419354839 |
360 | -101.7 | -74.3133333333333 | -27.3866666666667 |
361 | 15.8 | -9.89677419354838 | 25.6967741935484 |
362 | 26 | 22.2677419354839 | 3.73225806451613 |
363 | 79.1 | 38.9225806451613 | 40.1774193548387 |
364 | 23.1 | 20.5387096774194 | 2.56129032258065 |
365 | -86.9 | -72.7258064516129 | -14.1741935483871 |
366 | -11.2 | 22.7709677419355 | -33.9709677419355 |
367 | 50.7 | 31.1451612903226 | 19.5548387096774 |
368 | 13.4 | 17.1064516129032 | -3.70645161290322 |
369 | 33.7 | 15.441935483871 | 18.258064516129 |
370 | -16.9 | -22.0709677419355 | 5.17096774193548 |
371 | -9.6 | -2.46774193548387 | -7.13225806451613 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
15 | 0.0232991939845547 | 0.0465983879691094 | 0.976700806015445 |
16 | 0.561879411864439 | 0.876241176271123 | 0.438120588135561 |
17 | 0.422714373862334 | 0.845428747724667 | 0.577285626137666 |
18 | 0.516950228882155 | 0.96609954223569 | 0.483049771117845 |
19 | 0.470622854701864 | 0.941245709403729 | 0.529377145298136 |
20 | 0.383536275084759 | 0.767072550169519 | 0.616463724915241 |
21 | 0.492474916179134 | 0.984949832358268 | 0.507525083820866 |
22 | 0.613908767844572 | 0.772182464310855 | 0.386091232155428 |
23 | 0.527523777934163 | 0.944952444131674 | 0.472476222065837 |
24 | 0.464482003565013 | 0.928964007130025 | 0.535517996434987 |
25 | 0.486402757859459 | 0.972805515718918 | 0.513597242140541 |
26 | 0.526014908414639 | 0.947970183170722 | 0.473985091585361 |
27 | 0.643703079375598 | 0.712593841248804 | 0.356296920624402 |
28 | 0.65543265272676 | 0.68913469454648 | 0.34456734727324 |
29 | 0.614453788940569 | 0.771092422118863 | 0.385546211059431 |
30 | 0.689426843621604 | 0.621146312756793 | 0.310573156378396 |
31 | 0.737780498165613 | 0.524439003668773 | 0.262219501834387 |
32 | 0.691690332859067 | 0.616619334281865 | 0.308309667140933 |
33 | 0.71463160288928 | 0.570736794221439 | 0.285368397110719 |
34 | 0.701426280701601 | 0.597147438596799 | 0.298573719298399 |
35 | 0.651474260797296 | 0.697051478405408 | 0.348525739202704 |
36 | 0.818062289228732 | 0.363875421542537 | 0.181937710771268 |
37 | 0.868873521059136 | 0.262252957881728 | 0.131126478940864 |
38 | 0.836669437392605 | 0.32666112521479 | 0.163330562607395 |
39 | 0.801115761525554 | 0.397768476948891 | 0.198884238474446 |
40 | 0.760604321609353 | 0.478791356781294 | 0.239395678390647 |
41 | 0.728665580031775 | 0.54266883993645 | 0.271334419968225 |
42 | 0.693850911788856 | 0.612298176422288 | 0.306149088211144 |
43 | 0.662379565143638 | 0.675240869712724 | 0.337620434856362 |
44 | 0.666197868339904 | 0.667604263320191 | 0.333802131660096 |
45 | 0.620311244419016 | 0.759377511161968 | 0.379688755580984 |
46 | 0.578163683148233 | 0.843672633703535 | 0.421836316851767 |
47 | 0.589480661422328 | 0.821038677155344 | 0.410519338577672 |
48 | 0.57214457380288 | 0.855710852394239 | 0.42785542619712 |
49 | 0.539134718554382 | 0.921730562891237 | 0.460865281445618 |
50 | 0.497993953040686 | 0.995987906081372 | 0.502006046959314 |
51 | 0.474872209008113 | 0.949744418016226 | 0.525127790991887 |
52 | 0.439487314814599 | 0.878974629629198 | 0.560512685185401 |
53 | 0.430469098814675 | 0.86093819762935 | 0.569530901185325 |
54 | 0.394977101382264 | 0.789954202764528 | 0.605022898617736 |
55 | 0.383014855129884 | 0.766029710259769 | 0.616985144870116 |
56 | 0.341074054679003 | 0.682148109358006 | 0.658925945320997 |
57 | 0.302930831692367 | 0.605861663384733 | 0.697069168307633 |
58 | 0.26590366708667 | 0.53180733417334 | 0.73409633291333 |
59 | 0.233851971942812 | 0.467703943885624 | 0.766148028057188 |
60 | 0.203174569418603 | 0.406349138837205 | 0.796825430581397 |
61 | 0.244639030956869 | 0.489278061913737 | 0.755360969043131 |
62 | 0.218386291141857 | 0.436772582283713 | 0.781613708858143 |
63 | 0.223889423551928 | 0.447778847103855 | 0.776110576448072 |
64 | 0.194760186349836 | 0.389520372699671 | 0.805239813650164 |
65 | 0.204622591259807 | 0.409245182519613 | 0.795377408740193 |
66 | 0.181899329888928 | 0.363798659777855 | 0.818100670111072 |
67 | 0.164517339251962 | 0.329034678503924 | 0.835482660748038 |
68 | 0.169408824112148 | 0.338817648224296 | 0.830591175887852 |
69 | 0.152736861736237 | 0.305473723472474 | 0.847263138263763 |
70 | 0.16479769768644 | 0.329595395372879 | 0.83520230231356 |
71 | 0.188390951379571 | 0.376781902759142 | 0.81160904862043 |
72 | 0.336198374886855 | 0.672396749773711 | 0.663801625113145 |
73 | 0.352425093592193 | 0.704850187184387 | 0.647574906407807 |
74 | 0.36868773232783 | 0.737375464655661 | 0.63131226767217 |
75 | 0.341118191323507 | 0.682236382647013 | 0.658881808676493 |
76 | 0.305634247223133 | 0.611268494446266 | 0.694365752776867 |
77 | 0.400387489387828 | 0.800774978775657 | 0.599612510612172 |
78 | 0.374911770554209 | 0.749823541108417 | 0.625088229445791 |
79 | 0.346553184097639 | 0.693106368195278 | 0.653446815902361 |
80 | 0.316614512259048 | 0.633229024518096 | 0.683385487740952 |
81 | 0.354614682658933 | 0.709229365317865 | 0.645385317341067 |
82 | 0.319802076587207 | 0.639604153174414 | 0.680197923412793 |
83 | 0.303688689438961 | 0.607377378877922 | 0.696311310561039 |
84 | 0.273262952047724 | 0.546525904095448 | 0.726737047952276 |
85 | 0.283400786973538 | 0.566801573947076 | 0.716599213026462 |
86 | 0.25515685005222 | 0.51031370010444 | 0.74484314994778 |
87 | 0.242498984470049 | 0.484997968940098 | 0.757501015529951 |
88 | 0.260496082798923 | 0.520992165597846 | 0.739503917201077 |
89 | 0.290427423689116 | 0.580854847378231 | 0.709572576310884 |
90 | 0.289326864809303 | 0.578653729618606 | 0.710673135190697 |
91 | 0.278000258780691 | 0.556000517561383 | 0.721999741219309 |
92 | 0.252680286921527 | 0.505360573843054 | 0.747319713078473 |
93 | 0.23620143606661 | 0.472402872133219 | 0.76379856393339 |
94 | 0.210489624926536 | 0.420979249853072 | 0.789510375073464 |
95 | 0.185606604003273 | 0.371213208006546 | 0.814393395996727 |
96 | 0.19072021018541 | 0.38144042037082 | 0.80927978981459 |
97 | 0.172794530191383 | 0.345589060382765 | 0.827205469808617 |
98 | 0.170599143050302 | 0.341198286100603 | 0.829400856949698 |
99 | 0.155654304474906 | 0.311308608949812 | 0.844345695525094 |
100 | 0.171876037937649 | 0.343752075875299 | 0.82812396206235 |
101 | 0.182709333988264 | 0.365418667976528 | 0.817290666011736 |
102 | 0.172963477454711 | 0.345926954909421 | 0.82703652254529 |
103 | 0.173044036666518 | 0.346088073333036 | 0.826955963333482 |
104 | 0.153832953859674 | 0.307665907719348 | 0.846167046140326 |
105 | 0.134268238534198 | 0.268536477068397 | 0.865731761465802 |
106 | 0.150337448355242 | 0.300674896710485 | 0.849662551644758 |
107 | 0.131199732516397 | 0.262399465032794 | 0.868800267483603 |
108 | 0.122170419682133 | 0.244340839364265 | 0.877829580317867 |
109 | 0.126069560360606 | 0.252139120721213 | 0.873930439639394 |
110 | 0.110766943393439 | 0.221533886786879 | 0.889233056606561 |
111 | 0.101339495493486 | 0.202678990986972 | 0.898660504506514 |
112 | 0.0981668247412852 | 0.19633364948257 | 0.901833175258715 |
113 | 0.108146027860349 | 0.216292055720699 | 0.89185397213965 |
114 | 0.108087199478046 | 0.216174398956092 | 0.891912800521954 |
115 | 0.0931713665460533 | 0.186342733092107 | 0.906828633453947 |
116 | 0.0836971460782597 | 0.167394292156519 | 0.91630285392174 |
117 | 0.0765363766540844 | 0.153072753308169 | 0.923463623345916 |
118 | 0.117801926106726 | 0.235603852213451 | 0.882198073893274 |
119 | 0.110758149825354 | 0.221516299650707 | 0.889241850174646 |
120 | 0.165720799722019 | 0.331441599444038 | 0.834279200277981 |
121 | 0.29196975810255 | 0.583939516205101 | 0.70803024189745 |
122 | 0.29849855439189 | 0.59699710878378 | 0.70150144560811 |
123 | 0.305596666975536 | 0.611193333951073 | 0.694403333024464 |
124 | 0.279607564932297 | 0.559215129864594 | 0.720392435067703 |
125 | 0.311123872201744 | 0.622247744403487 | 0.688876127798256 |
126 | 0.291501362493875 | 0.58300272498775 | 0.708498637506125 |
127 | 0.282595759254549 | 0.565191518509098 | 0.717404240745451 |
128 | 0.355935393762425 | 0.71187078752485 | 0.644064606237575 |
129 | 0.338693640189761 | 0.677387280379522 | 0.661306359810239 |
130 | 0.337965733879994 | 0.675931467759989 | 0.662034266120005 |
131 | 0.343960875339184 | 0.687921750678368 | 0.656039124660816 |
132 | 0.323317683371311 | 0.646635366742622 | 0.676682316628689 |
133 | 0.302835779149581 | 0.605671558299162 | 0.697164220850419 |
134 | 0.299600215397764 | 0.599200430795528 | 0.700399784602236 |
135 | 0.384066641447413 | 0.768133282894827 | 0.615933358552587 |
136 | 0.355748864436909 | 0.711497728873818 | 0.644251135563091 |
137 | 0.393698019546391 | 0.787396039092782 | 0.606301980453609 |
138 | 0.373506596932084 | 0.747013193864168 | 0.626493403067916 |
139 | 0.346184574057508 | 0.692369148115015 | 0.653815425942492 |
140 | 0.317689060699567 | 0.635378121399135 | 0.682310939300433 |
141 | 0.315169858527015 | 0.63033971705403 | 0.684830141472985 |
142 | 0.304862060578177 | 0.609724121156354 | 0.695137939421823 |
143 | 0.294453937369018 | 0.588907874738037 | 0.705546062630982 |
144 | 0.277590759942724 | 0.555181519885449 | 0.722409240057276 |
145 | 0.322275011252204 | 0.644550022504408 | 0.677724988747796 |
146 | 0.444298360917526 | 0.888596721835052 | 0.555701639082474 |
147 | 0.445762234722749 | 0.891524469445498 | 0.554237765277251 |
148 | 0.416346414662852 | 0.832692829325704 | 0.583653585337148 |
149 | 0.477938955489634 | 0.955877910979268 | 0.522061044510366 |
150 | 0.464883182322065 | 0.929766364644131 | 0.535116817677935 |
151 | 0.447012909793721 | 0.894025819587442 | 0.552987090206279 |
152 | 0.451082314893774 | 0.902164629787548 | 0.548917685106226 |
153 | 0.514458245797911 | 0.971083508404178 | 0.485541754202089 |
154 | 0.50938257258525 | 0.9812348548295 | 0.49061742741475 |
155 | 0.618422838533744 | 0.763154322932513 | 0.381577161466256 |
156 | 0.601570077314139 | 0.796859845371723 | 0.398429922685861 |
157 | 0.601325211678563 | 0.797349576642873 | 0.398674788321437 |
158 | 0.573990845938058 | 0.852018308123885 | 0.426009154061942 |
159 | 0.5649525412015 | 0.870094917597 | 0.4350474587985 |
160 | 0.535169062545015 | 0.92966187490997 | 0.464830937454985 |
161 | 0.56906132773425 | 0.8618773445315 | 0.43093867226575 |
162 | 0.562716036672098 | 0.874567926655804 | 0.437283963327902 |
163 | 0.560664643990215 | 0.87867071201957 | 0.439335356009785 |
164 | 0.566006285942734 | 0.867987428114532 | 0.433993714057266 |
165 | 0.53598328105721 | 0.928033437885579 | 0.464016718942789 |
166 | 0.522371637438658 | 0.955256725122684 | 0.477628362561342 |
167 | 0.497262506430857 | 0.994525012861714 | 0.502737493569143 |
168 | 0.483595378505388 | 0.967190757010775 | 0.516404621494612 |
169 | 0.492218531769074 | 0.984437063538147 | 0.507781468230927 |
170 | 0.466151655792145 | 0.93230331158429 | 0.533848344207855 |
171 | 0.442729233203111 | 0.885458466406222 | 0.557270766796889 |
172 | 0.467786645390386 | 0.935573290780771 | 0.532213354609614 |
173 | 0.624030906086215 | 0.75193818782757 | 0.375969093913785 |
174 | 0.621626117064339 | 0.756747765871323 | 0.378373882935661 |
175 | 0.659968762404692 | 0.680062475190617 | 0.340031237595308 |
176 | 0.660809358373742 | 0.678381283252516 | 0.339190641626258 |
177 | 0.635421194115791 | 0.729157611768418 | 0.364578805884209 |
178 | 0.653830298378321 | 0.692339403243359 | 0.346169701621679 |
179 | 0.628650821282941 | 0.742698357434118 | 0.371349178717059 |
180 | 0.611154356049107 | 0.777691287901787 | 0.388845643950893 |
181 | 0.595657457110883 | 0.808685085778234 | 0.404342542889117 |
182 | 0.596075807050593 | 0.807848385898814 | 0.403924192949407 |
183 | 0.571042314675954 | 0.857915370648092 | 0.428957685324046 |
184 | 0.560179440838717 | 0.879641118322567 | 0.439820559161283 |
185 | 0.621234146776068 | 0.757531706447864 | 0.378765853223932 |
186 | 0.620014303295664 | 0.759971393408671 | 0.379985696704336 |
187 | 0.594328316810333 | 0.811343366379334 | 0.405671683189667 |
188 | 0.574018531354721 | 0.851962937290558 | 0.425981468645279 |
189 | 0.548224630832216 | 0.903550738335569 | 0.451775369167784 |
190 | 0.561991364133436 | 0.876017271733128 | 0.438008635866564 |
191 | 0.540817412570152 | 0.918365174859695 | 0.459182587429848 |
192 | 0.511768346864631 | 0.976463306270737 | 0.488231653135369 |
193 | 0.497877246370445 | 0.99575449274089 | 0.502122753629555 |
194 | 0.469214426173636 | 0.938428852347273 | 0.530785573826364 |
195 | 0.441215160892709 | 0.882430321785419 | 0.558784839107291 |
196 | 0.418815205916947 | 0.837630411833893 | 0.581184794083053 |
197 | 0.48563781769141 | 0.97127563538282 | 0.51436218230859 |
198 | 0.650675943571722 | 0.698648112856557 | 0.349324056428279 |
199 | 0.644709131523184 | 0.710581736953631 | 0.355290868476816 |
200 | 0.626640326222182 | 0.746719347555635 | 0.373359673777817 |
201 | 0.603050463879512 | 0.793899072240977 | 0.396949536120488 |
202 | 0.581706574843118 | 0.836586850313765 | 0.418293425156882 |
203 | 0.558717921679566 | 0.882564156640868 | 0.441282078320434 |
204 | 0.562646159043714 | 0.874707681912573 | 0.437353840956286 |
205 | 0.545136160969168 | 0.909727678061665 | 0.454863839030832 |
206 | 0.554395770395275 | 0.89120845920945 | 0.445604229604725 |
207 | 0.553148828299346 | 0.893702343401308 | 0.446851171700654 |
208 | 0.526599259425347 | 0.946801481149305 | 0.473400740574653 |
209 | 0.572492312854907 | 0.855015374290187 | 0.427507687145093 |
210 | 0.641960855530608 | 0.716078288938784 | 0.358039144469392 |
211 | 0.614824202348561 | 0.770351595302878 | 0.385175797651439 |
212 | 0.604453939012223 | 0.791092121975554 | 0.395546060987777 |
213 | 0.575112562670844 | 0.849774874658312 | 0.424887437329156 |
214 | 0.547914376578906 | 0.904171246842189 | 0.452085623421095 |
215 | 0.527449052244418 | 0.945101895511165 | 0.472550947755582 |
216 | 0.564136883208774 | 0.871726233582453 | 0.435863116791226 |
217 | 0.568529227233641 | 0.862941545532718 | 0.431470772766359 |
218 | 0.548217385604029 | 0.903565228791943 | 0.451782614395971 |
219 | 0.538196514417073 | 0.923606971165854 | 0.461803485582927 |
220 | 0.566632653440446 | 0.866734693119108 | 0.433367346559554 |
221 | 0.613946853746077 | 0.772106292507847 | 0.386053146253923 |
222 | 0.646391770615803 | 0.707216458768394 | 0.353608229384197 |
223 | 0.622893949047879 | 0.754212101904243 | 0.377106050952121 |
224 | 0.614723243992072 | 0.770553512015856 | 0.385276756007928 |
225 | 0.595501284857409 | 0.808997430285182 | 0.404498715142591 |
226 | 0.571715480610408 | 0.856569038779184 | 0.428284519389592 |
227 | 0.549227383016001 | 0.901545233967998 | 0.450772616983999 |
228 | 0.581515962497544 | 0.836968075004913 | 0.418484037502456 |
229 | 0.554070606180324 | 0.891858787639352 | 0.445929393819676 |
230 | 0.524079578190671 | 0.951840843618659 | 0.475920421809329 |
231 | 0.511922017261771 | 0.976155965476458 | 0.488077982738229 |
232 | 0.484080083064865 | 0.96816016612973 | 0.515919916935135 |
233 | 0.572062744457187 | 0.855874511085627 | 0.427937255542813 |
234 | 0.55633119586901 | 0.88733760826198 | 0.44366880413099 |
235 | 0.525495406902281 | 0.949009186195439 | 0.474504593097719 |
236 | 0.501739245332773 | 0.996521509334454 | 0.498260754667227 |
237 | 0.507050106387429 | 0.985899787225141 | 0.492949893612571 |
238 | 0.516663651981127 | 0.966672696037747 | 0.483336348018873 |
239 | 0.507558695769538 | 0.984882608460925 | 0.492441304230462 |
240 | 0.628472870635447 | 0.743054258729105 | 0.371527129364553 |
241 | 0.607412541932872 | 0.785174916134257 | 0.392587458067128 |
242 | 0.585343920368098 | 0.829312159263803 | 0.414656079631902 |
243 | 0.558804915846528 | 0.882390168306944 | 0.441195084153472 |
244 | 0.532644431869821 | 0.934711136260358 | 0.467355568130179 |
245 | 0.651414362369555 | 0.697171275260891 | 0.348585637630445 |
246 | 0.641595430596438 | 0.716809138807124 | 0.358404569403562 |
247 | 0.620128441468699 | 0.759743117062601 | 0.379871558531301 |
248 | 0.591374850204647 | 0.817250299590705 | 0.408625149795353 |
249 | 0.565825301430707 | 0.868349397138587 | 0.434174698569293 |
250 | 0.545322822371741 | 0.909354355256518 | 0.454677177628259 |
251 | 0.528881631902166 | 0.942236736195668 | 0.471118368097834 |
252 | 0.616323167275994 | 0.767353665448011 | 0.383676832724005 |
253 | 0.585659808957926 | 0.828680382084148 | 0.414340191042074 |
254 | 0.557905610041031 | 0.884188779917938 | 0.442094389958969 |
255 | 0.580127920462648 | 0.839744159074704 | 0.419872079537352 |
256 | 0.550682488310533 | 0.898635023378934 | 0.449317511689467 |
257 | 0.577880525615843 | 0.844238948768315 | 0.422119474384157 |
258 | 0.545023710397273 | 0.909952579205453 | 0.454976289602726 |
259 | 0.511948491114834 | 0.97610301777033 | 0.488051508885166 |
260 | 0.513043369355458 | 0.973913261289085 | 0.486956630644542 |
261 | 0.485088713710001 | 0.970177427420003 | 0.514911286289999 |
262 | 0.529371962765414 | 0.941256074469173 | 0.470628037234586 |
263 | 0.500134917132531 | 0.999730165734939 | 0.499865082867469 |
264 | 0.49001145893555 | 0.9800229178711 | 0.50998854106445 |
265 | 0.523907583289854 | 0.952184833420292 | 0.476092416710146 |
266 | 0.521319776752092 | 0.957360446495817 | 0.478680223247908 |
267 | 0.571034516434527 | 0.857930967130946 | 0.428965483565473 |
268 | 0.548947967180335 | 0.90210406563933 | 0.451052032819665 |
269 | 0.618721342070193 | 0.762557315859614 | 0.381278657929807 |
270 | 0.587197397530165 | 0.82560520493967 | 0.412802602469835 |
271 | 0.554253157746988 | 0.891493684506023 | 0.445746842253012 |
272 | 0.55186951712198 | 0.89626096575604 | 0.44813048287802 |
273 | 0.542137292285782 | 0.915725415428436 | 0.457862707714218 |
274 | 0.521627819481612 | 0.956744361036777 | 0.478372180518389 |
275 | 0.48865220540198 | 0.977304410803959 | 0.51134779459802 |
276 | 0.484650762750221 | 0.969301525500442 | 0.515349237249779 |
277 | 0.450674057662109 | 0.901348115324219 | 0.549325942337891 |
278 | 0.417270266521003 | 0.834540533042006 | 0.582729733478997 |
279 | 0.394398531618071 | 0.788797063236142 | 0.605601468381929 |
280 | 0.363478706376537 | 0.726957412753075 | 0.636521293623463 |
281 | 0.368867814505864 | 0.737735629011728 | 0.631132185494136 |
282 | 0.337291584677744 | 0.674583169355488 | 0.662708415322256 |
283 | 0.307973529477297 | 0.615947058954594 | 0.692026470522703 |
284 | 0.280753048665212 | 0.561506097330423 | 0.719246951334789 |
285 | 0.25366376510599 | 0.507327530211979 | 0.74633623489401 |
286 | 0.226533216355181 | 0.453066432710363 | 0.773466783644819 |
287 | 0.205617010102161 | 0.411234020204321 | 0.79438298989784 |
288 | 0.21395330339521 | 0.427906606790419 | 0.78604669660479 |
289 | 0.193417428539142 | 0.386834857078284 | 0.806582571460858 |
290 | 0.174272687412017 | 0.348545374824034 | 0.825727312587983 |
291 | 0.157845553734546 | 0.315691107469092 | 0.842154446265454 |
292 | 0.139237293755997 | 0.278474587511995 | 0.860762706244003 |
293 | 0.137567494771308 | 0.275134989542615 | 0.862432505228693 |
294 | 0.118162606275662 | 0.236325212551323 | 0.881837393724338 |
295 | 0.100754463408439 | 0.201508926816878 | 0.899245536591561 |
296 | 0.0863526211656943 | 0.172705242331389 | 0.913647378834306 |
297 | 0.0732838201295938 | 0.146567640259188 | 0.926716179870406 |
298 | 0.108747378474795 | 0.217494756949591 | 0.891252621525205 |
299 | 0.0979084397898622 | 0.195816879579724 | 0.902091560210138 |
300 | 0.176502210135505 | 0.35300442027101 | 0.823497789864495 |
301 | 0.156942520496109 | 0.313885040992217 | 0.843057479503891 |
302 | 0.13549758946764 | 0.27099517893528 | 0.86450241053236 |
303 | 0.1469422650447 | 0.2938845300894 | 0.8530577349553 |
304 | 0.128603311775601 | 0.257206623551203 | 0.871396688224399 |
305 | 0.122309603828752 | 0.244619207657504 | 0.877690396171248 |
306 | 0.105556728132682 | 0.211113456265364 | 0.894443271867318 |
307 | 0.0881121839791544 | 0.176224367958309 | 0.911887816020846 |
308 | 0.0747311701677103 | 0.149462340335421 | 0.92526882983229 |
309 | 0.0687754438154272 | 0.137550887630854 | 0.931224556184573 |
310 | 0.0565919286857765 | 0.113183857371553 | 0.943408071314224 |
311 | 0.0455799076745879 | 0.0911598153491758 | 0.954420092325412 |
312 | 0.0470718421727814 | 0.0941436843455627 | 0.952928157827219 |
313 | 0.0386793115673948 | 0.0773586231347895 | 0.961320688432605 |
314 | 0.0316180816609676 | 0.0632361633219352 | 0.968381918339032 |
315 | 0.0314312104408191 | 0.0628624208816382 | 0.96856878955918 |
316 | 0.0275142000167816 | 0.0550284000335631 | 0.972485799983218 |
317 | 0.0286738349207375 | 0.0573476698414751 | 0.971326165079263 |
318 | 0.0228526750585307 | 0.0457053501170614 | 0.97714732494147 |
319 | 0.0174838800778364 | 0.0349677601556729 | 0.982516119922164 |
320 | 0.0393222949694624 | 0.0786445899389249 | 0.960677705030538 |
321 | 0.0313508697051626 | 0.0627017394103252 | 0.968649130294837 |
322 | 0.0572852357675871 | 0.114570471535174 | 0.942714764232413 |
323 | 0.108935064092156 | 0.217870128184311 | 0.891064935907844 |
324 | 0.893328289097911 | 0.213343421804178 | 0.106671710902089 |
325 | 0.87517125054989 | 0.24965749890022 | 0.12482874945011 |
326 | 0.937958456380153 | 0.124083087239694 | 0.0620415436198472 |
327 | 0.941300588143022 | 0.117398823713955 | 0.0586994118569775 |
328 | 0.937046455724632 | 0.125907088550736 | 0.0629535442753679 |
329 | 0.936159474711325 | 0.12768105057735 | 0.063840525288675 |
330 | 0.930142837328179 | 0.139714325343642 | 0.069857162671821 |
331 | 0.923849672291634 | 0.152300655416731 | 0.0761503277083657 |
332 | 0.902330762896018 | 0.195338474207964 | 0.0976692371039822 |
333 | 0.874472781772964 | 0.251054436454072 | 0.125527218227036 |
334 | 0.864280973193636 | 0.271438053612728 | 0.135719026806364 |
335 | 0.835019558990413 | 0.329960882019174 | 0.164980441009587 |
336 | 0.797494900374374 | 0.405010199251252 | 0.202505099625626 |
337 | 0.776917784834175 | 0.446164430331649 | 0.223082215165825 |
338 | 0.737070083144396 | 0.525859833711208 | 0.262929916855604 |
339 | 0.733247414175371 | 0.533505171649258 | 0.266752585824629 |
340 | 0.7359682675232 | 0.528063464953601 | 0.264031732476801 |
341 | 0.753036405052107 | 0.493927189895785 | 0.246963594947893 |
342 | 0.705327693864143 | 0.589344612271714 | 0.294672306135857 |
343 | 0.645226988888221 | 0.709546022223557 | 0.354773011111779 |
344 | 0.577200933424648 | 0.845598133150703 | 0.422799066575352 |
345 | 0.50614230895437 | 0.987715382091259 | 0.49385769104563 |
346 | 0.43850561873804 | 0.87701123747608 | 0.56149438126196 |
347 | 0.370399738841559 | 0.740799477683118 | 0.629600261158441 |
348 | 0.315672974406101 | 0.631345948812202 | 0.684327025593899 |
349 | 0.350820224143564 | 0.701640448287129 | 0.649179775856436 |
350 | 0.329666202257751 | 0.659332404515502 | 0.670333797742249 |
351 | 0.284871121107651 | 0.569742242215303 | 0.715128878892349 |
352 | 0.224599764736884 | 0.449199529473768 | 0.775400235263116 |
353 | 0.267495022766331 | 0.534990045532662 | 0.73250497723367 |
354 | 0.523550739646731 | 0.952898520706537 | 0.476449260353269 |
355 | 0.51485284121657 | 0.97029431756686 | 0.48514715878343 |
356 | 0.398242192298087 | 0.796484384596174 | 0.601757807701913 |
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 | 3 | 0.0087719298245614 | OK |
10% type I error level | 12 | 0.0350877192982456 | OK |