Table 1.
Bias, coverage of 95% confidence intervals and root mean square error (RMSE), reported for the distributed lag linear (DLM) and non-linear (DLNM) model and for moving average (MA) models with different lag intervals (0-3, 0-7, and 0-20), in four alternative simulated scenarios. An algebraic definition of bias, coverage and RMSE is provided in eAppendix 2 (Supplemental Digital Content).
Model | Linear short-lag scenario | Linear long-lag scenario | ||||
---|---|---|---|---|---|---|
Bias (x100) | coverage | RMSE (x100) | Bias (x100) | coverage | RMSE (x100) | |
DLM | 0.03 | 0.95 | 2.81 | 0.05 | 0.95 | 2.77 |
MA0-3 | 0.22 | 0.94 | 0.99 | 4.92 | 0.00 | 5.00 |
MA0-7 | 0.49 | 0.94 | 1.44 | 1.87 | 0.70 | 2.28 |
MA0-20 | 1.16 | 0.94 | 3.02 | 0.10 | 0.95 | 2.75 |
Non-linear short-lag scenario | Non-linear long-lag scenario | |||||
Bias (x100) | coverage | RMSE (x100) | Bias (x100) | coverage | RMSE (x100) | |
DLNM | 0.43 | 0.94 | 3.42 | 0.62 | 0.94 | 3.38 |
MA0-3 | 0.76 | 0.89 | 1.47 | 7.33 | 0.27 | 7.54 |
MA0-7 | 1.68 | 0.84 | 2.38 | 3.34 | 0.50 | 3.73 |
MA0-20 | 3.06 | 0.84 | 4.55 | 1.95 | 0.89 | 3.89 |