Table 2.
p and β | υi | Moderate Collinearity | Strong Collinearity | ||||||||||
First Events | All Events | First Events | All Events | ||||||||||
Average Estimatea | Average SErb | CPrc | Average Estimate | Average SEr | CPr | Average Estimate | Average SEr | CPr | Average Estimate | Average SEr | CPr | ||
p = 0.5 | |||||||||||||
β1 = −0.5 | 0 | −0.5000 | 0.0637 | 94.7 | −0.4994 | 0.0393 | 94.9 | −0.5019 | 0.0727 | 94.8 | −0.5004 | 0.0450 | 94.7 |
±0.25 | −0.5124 | 0.0623 | 95.1 | −0.4993 | 0.0426 | 95.0 | −0.5145 | 0.0712 | 94.3 | −0.5003 | 0.0487 | 94.9 | |
γ | −0.5058 | 0.0699 | 95.3 | −0.4993 | 0.0451 | 95.0 | −0.5077 | 0.0804 | 94.7 | −0.5001 | 0.0515 | 94.9 | |
β2 = 0.05 | 0 | 0.0501 | 0.0404 | 94.8 | 0.0499 | 0.0265 | 95.1 | 0.0505 | 0.0449 | 94.8 | 0.0507 | 0.0288 | 94.9 |
±0.25 | 0.0506 | 0.0394 | 94.3 | 0.0496 | 0.0287 | 94.9 | 0.0519 | 0.0439 | 94.7 | 0.0505 | 0.0311 | 94.8 | |
γ | 0.0503 | 0.0449 | 95.2 | 0.0499 | 0.0303 | 95.0 | 0.0511 | 0.0497 | 94.8 | 0.0499 | 0.0328 | 94.8 | |
β1 = −0.025 | 0 | −0.0251 | 0.0084 | 94.9 | −0.0251 | 0.0081 | 94.8 | −0.0250 | 0.0095 | 94.8 | −0.0249 | 0.0093 | 94.6 |
±0.025 | −0.0251 | 0.0084 | 94.8 | −0.0251 | 0.0082 | 94.9 | −0.0251 | 0.0095 | 95.0 | −0.0251 | 0.0093 | 94.8 | |
γ | −0.0249 | 0.0090 | 95.1 | −0.0249 | 0.0088 | 95.0 | −0.0251 | 0.0103 | 95.1 | −0.0251 | 0.0100 | 95.0 | |
β2 = 0.005 | 0 | 0.0057 | 0.1129 | 95.3 | 0.0056 | 0.1098 | 95.1 | 0.0042 | 0.1231 | 95.2 | 0.0039 | 0.1196 | 95.0 |
±0.025 | 0.0043 | 0.1126 | 94.8 | 0.0044 | 0.1104 | 94.8 | 0.0056 | 0.1227 | 95.5 | 0.0059 | 0.1200 | 95.1 | |
γ | 0.0043 | 0.1218 | 95.2 | 0.0049 | 0.1188 | 94.9 | 0.0048 | 0.1323 | 95.3 | 0.0046 | 0.1288 | 95.1 | |
p = 0.7 | |||||||||||||
β1 = −0.5 | 0 | −0.5041 | 0.0744 | 95.0 | −0.5001 | 0.0446 | 94.9 | −0.5023 | 0.0816 | 95.2 | −0.4995 | 0.0497 | 94.8 |
±0.25 | −0.5160 | 0.0800 | 94.8 | −0.4997 | 0.0496 | 94.9 | −0.5159 | 0.0878 | 94.5 | −0.4998 | 0.0553 | 94.8 | |
γ | −0.5086 | 0.0807 | 94.9 | −0.5000 | 0.0497 | 95.1 | −0.5093 | 0.0885 | 95.1 | −0.5002 | 0.0555 | 94.9 | |
β2 = 0.05 | 0 | 0.0503 | 0.0374 | 94.8 | 0.0505 | 0.0254 | 94.8 | 0.0498 | 0.0429 | 95.1 | 0.0498 | 0.0287 | 95.1 |
±0.25 | 0.0514 | 0.0407 | 94.9 | 0.0500 | 0.0289 | 95.1 | 0.0506 | 0.0466 | 95.1 | 0.0498 | 0.0323 | 94.7 | |
γ | 0.0508 | 0.0411 | 94.9 | 0.0502 | 0.0289 | 95.2 | 0.0513 | 0.0470 | 94.7 | 0.0507 | 0.0324 | 94.9 | |
β1 = −0.025 | 0 | −0.0250 | 0.0096 | 94.3 | −0.0249 | 0.0093 | 94.3 | −0.0253 | 0.0106 | 94.8 | −0.0251 | 0.0103 | 94.6 |
±0.025 | −0.0251 | 0.0102 | 94.5 | −0.0251 | 0.0099 | 94.7 | −0.0251 | 0.0113 | 95.0 | −0.0250 | 0.0109 | 94.7 | |
γ | −0.0251 | 0.0103 | 94.9 | −0.0250 | 0.0099 | 94.6 | −0.0248 | 0.0113 | 94.8 | −0.0248 | 0.0109 | 94.5 | |
β2 = 0.005 | 0 | 0.0068 | 0.1070 | 95.2 | 0.0071 | 0.1043 | 95.0 | 0.0067 | 0.1206 | 95.1 | 0.0065 | 0.1174 | 95.0 |
±0.025 | 0.0049 | 0.1149 | 95.3 | 0.0051 | 0.1124 | 95.1 | 0.0046 | 0.1290 | 95.3 | 0.0049 | 0.1259 | 95.0 | |
γ | 0.0045 | 0.1151 | 95.2 | 0.0041 | 0.1126 | 94.9 | 0.0048 | 0.1293 | 95.1 | 0.0051 | 0.1263 | 95.0 |
Abbreviations: CP, coverage proportion; SE, standard error.
Average of the parameter estimates.
Average of the robust standard error estimates.
95% coverage proportion based on the robust standard error estimates.