Table 4.
Model | Mean | SD | Min | P10 | Q1 | Median | Q3 | P90 | Max | Upper bound |
---|---|---|---|---|---|---|---|---|---|---|
Observed data | 0.7772 | 0.1626 | 0.1789 | 0.6079 | 0.6856 | 0.7402 | 0.8428 | 1.0000 | 1.0000 | 24.8% |
Ordinary least square | ||||||||||
Model 3 | 0.7772 | 0.1137 | 0.3930 | 0.6162 | 0.7059 | 0.7902 | 0.8643 | 0.9150 | 0.9583 | 0% |
Model 4 | 0.7772 | 0.1147 | 0.3830 | 0.6149 | 0.7082 | 0.7898 | 0.8648 | 0.9146 | 0.9498 | 0% |
Model 5 | 0.7772 | 0.1135 | 0.3868 | 0.6211 | 0.7100 | 0.7891 | 0.8660 | 0.9138 | 0.9394 | 0% |
Tobit model | ||||||||||
Model 3 | 0.8005 | 0.1361 | 0.3414 | 0.6101 | 0.7127 | 0.8185 | 0.9032 | 0.9659 | 1.0203 | 2.5% |
Model 4 | 0.8004 | 0.1372 | 0.3292 | 0.6057 | 0.7165 | 0.8153 | 0.9059 | 0.9653 | 1.0092 | 2.9% |
Model 5 | 0.8004 | 0.1355 | 0.3341 | 0.6126 | 0.7224 | 0.8158 | 0.9059 | 0.9635 | 0.9949 | 0% |
Censored least absolute deviation | ||||||||||
Model 3 | 0.7761 | 0.1095 | 0.4044 | 0.6274 | 0.7102 | 0.7887 | 0.8573 | 0.9094 | 0.9531 | 0% |
Model 4 | 0.7760 | 0.1119 | 0.3896 | 0.6188 | 0.7119 | 0.7879 | 0.8609 | 0.9099 | 0.9448 | 0% |
Model 5 | 0.7743 | 0.1107 | 0.3965 | 0.6183 | 0.7070 | 0.7870 | 0.8602 | 0.9083 | 0.9326 | 0% |
Quantile regression | ||||||||||
Model 3 | 0.7761 | 0.1095 | 0.4044 | 0.6274 | 0.7102 | 0.7887 | 0.8573 | 0.9094 | 0.9531 | 0% |
Model 4 | 0.7760 | 0.1119 | 0.3896 | 0.6188 | 0.7119 | 0.7879 | 0.8609 | 0.9099 | 0.9448 | 0% |
Model 5 | 0.7743 | 0.1107 | 0.3965 | 0.6183 | 0.7070 | 0.7870 | 0.8602 | 0.9083 | 0.9326 | 0% |
Logistic quantile regression | ||||||||||
Model 3 | 0.7691 | 0.1042 | 0.3861 | 0.6221 | 0.7141 | 0.7936 | 0.8469 | 0.8804 | 0.9038 | 0% |
Model 4 | 0.7680 | 0.1051 | 0.3780 | 0.6153 | 0.7146 | 0.7896 | 0.8463 | 0.8799 | 0.8971 | 0% |
Model 5 | 0.7675 | 0.1085 | 0.3687 | 0.6093 | 0.7104 | 0.7914 | 0.8506 | 0.8817 | 0.8957 | 0% |
Abbreviations: SD standard deviation, Min minimum, P10 10th percentile, Q1 1st quartile, Q3 third quartile, P90 90th percentile, Max maximum.