Table 5.
Measure | Performance Measure | Probit Model | Logit Model | Log-log Model | Complementary Loglog Model |
---|---|---|---|---|---|
Cotinine threshold of 3 ng/mL | Sensitivity | 0.9307*** | 0.9335*** | 0.9042*** | 0.9678* |
(0.0186) | (0.0190) | (0.0220) | (0.0167) | ||
Specificity | 0.9805*** | 0.9883 | 0.9969 | 0.9689*** | |
(0.0071) | (0.0072) | (0.0072) | (0.0070) | ||
Cotinine threshold of 8 ng/mL | Sensitivity | 0.9200*** | 0.9221*** | 0.8951*** | 0.9584* |
(0.0237) | (0.0248) | (0.0292) | (0.0225) | ||
Specificity | 0.9826** | 0.9903 | 0.9986 | 0.9711*** | |
(0.0082) | (0.0082) | (0.0077) | (0.0088) | ||
Cotinine threshold of 15 ng/mL | Sensitivity | 0.8967*** | 0.8983*** | 0.8728*** | 0.9348*** |
(0.0216) | (0.0221) | (0.0239) | (0.0218) | ||
Specificity | 0.9844** | 0.9916 | 0.9995 | 0.9734*** | |
(0.0065) | (0.0064) | (0.0059) | (0.0074) | ||
Self-reported data | Sensitivity | 0.9147*** | 0.9168*** | 0.8909*** | 0.9525** |
(0.0226) | (0.0237) | (0.0278) | (0.0219) | ||
Specificity | 0.9813** | 0.9890 | 0.9973 | 0.9704*** | |
(0.0086) | (0.0086) | (0.0083) | (0.0091) |
Note:
p < 0.01;
p < 0.05;
p < 0.10.