Variable | LASSO | MCP | SCAD | Variable | LASSO | MCP | SCAD |
---|---|---|---|---|---|---|---|
Beta | Beta | ||||||
Gender | Injection drug addiction | ||||||
Female | Reference | – | – | No | Reference | – | – |
Male | 0 | 0 | 0 | Yes | 0 | 0 | 0 |
Age at diagnosis (years) | History of contact with a patient with TB | ||||||
0–35 | Reference | – | – | No | Reference | – | – |
More than 35 years | 0.33 | 1.02 | 0.99 | Yes | 0 | 0 | 0 |
Marital status | HIV infection | ||||||
Single | Reference | – | – | No | Reference | – | – |
Married | 0.24 | 2.14 | 2.14 | Yes | 0 | 0 | 0 |
Education level | Diabetes | ||||||
Illiterate | Reference | – | – | No | Reference | ||
High School | 0 | 0 | 0 | Yes | 0 | 0 | 0 |
University education | 0 | 0 | 0 | ||||
Residence | Chronic renal failure | ||||||
Urban | Reference | – | – | No | Reference | – | – |
Rural | 0 | 0 | 0 | Yes | 0 | 1.68 | 0 |
BMI | Smear test results before treatment | ||||||
< 18.5 | Reference | – | – | 1-9Basil | Reference | – | – |
18.5–24.99 | 0 | 0 | 0 | + 1 | 0 | − 0.43 | − 0.44 |
25–29.99 | 0 | 0 | 0.478 | + 2 | 0 | − 0.04 | − 0.074 |
> 30 | 0 | 0 | 0 | + 3 | 0 | 0 | 0 |
Currently incarcerated | Smear test results after 2 months | ||||||
No | Reference | – | – | Negative | Reference | – | – |
Yes | 0 | 0 | 0 | 1-9Basil | 0 | 0 | 0 |
+ 1 | 0 | 0 | 0 | ||||
Prison history | + 2 | 0 | 0 | 0 | |||
No | Reference | – | – | + 3 | 0 | 0 | 0 |
Yes | 0 | 0 | 0 | ||||
Duration of treatment (days) | 0 | 0 | 0 | Chest X-ray | |||
Duration of delay in diagnosis (days) | 0 | 0 | 0 | Non-suggestive | Reference | – | – |
Duration of delay in treatment (days) | 0 | 0 | 0 | Less suggestive | 0 | 0 | 0 |
More suggestive | 0 | 0 | 0 | ||||
LASSO | MCP | SCAD | |||||
AIC | 578.682 | 570.416 | 571.778 | LASSO vs. MCP | LASSO vs. SCAD | MCP vs. SCAD | |
BIC | 581.530 | 578.129 | 579.132 | LRT | 3.71 | 2.4 | 1.31 |
p-value | 0.29 | 0.50 | 0.99 |