Table 3.
No Cross-Validation | Bootstrap (BS) Cross-Validation | |||||||
---|---|---|---|---|---|---|---|---|
BS 95% CI of R1 | BS 95% CR of R2 | |||||||
R1 | R2 | R1 | Low | High | R2 | Low | High | |
OLS | 0.35 | 0.54 | 0.35 | 0.20 | 0.51 | 0.43 | 0.12 | 0.74 |
CLAD | 0.35 | 0.50 | 0.33 | 0.16 | 0.51 | 0.37 | 0.003 | 0.73 |
TPM | 0.35 | 0.53 | 0.35 | 0.19 | 0.51 | 0.41 | 0.09 | 0.74 |
TPM-L | 0.42 | 0.58 | 0.42 | 0.27 | 0.57 | 0.48 | 0.20 | 0.77 |
LCM | 0.40 | 0.56 | 0.38 | 0.29 | 0.48 | 0.53 | 0.41 | 0.64 |
R1, % of the absolute error predicted by the model; R2, % of the square error predicted by the model; 95% CI, 95% central intervals; OLS, ordinary least squares; CLAD, censored least absolute deviation; TPM, two-part model; TPM-L, two-part model with log-transformed EQ-5D index; LCM, latent class model.