Table 3.
Linear regression health model with acute exposure to air pollution, fit using the true exposure, and fit using the predicted exposures from several different kriging and land use regression models.
κ | m | Predicted exposure R2 | Effect estimate, β | Empirical S.E. | Model S.E. | Mean Square Error | 95% CI coverage | |
---|---|---|---|---|---|---|---|---|
Acute, True exposure | 1.000 | 0.006 | 0.006 | 0.000 | 95.2 | |||
| ||||||||
C1. Acute, Kriging | 0.5 | 100 | 0.91 | 1.020 | 0.016 | 0.013 | 0.001 | 61.4 |
C1. Acute, Kriging | 2 | 100 | 0.91 | 1.020 | 0.017 | 0.013 | 0.001 | 61.8 |
|
||||||||
C1. Acute, Kriging | 0.5 | 500 | 0.94 | 1.024 | 0.012 | 0.011 | 0.001 | 41.8 |
C1. Acute, Kriging | 2 | 500 | 0.93 | 1.023 | 0.013 | 0.011 | 0.001 | 44.3 |
| ||||||||
D1. Acute, LUR | 0.5 | 100 | 0.31 | 0.451 | 0.068 | 0.023 | 0.307 | 0.0 |
D1. Acute, LUR | 2 | 100 | 0.23 | 0.365 | 0.078 | 0.023 | 0.410 | 0.0 |
|
||||||||
D1. Acute, LUR | 0.5 | 500 | 0.53 | 0.641 | 0.038 | 0.021 | 0.130 | 0.0 |
D1. Acute, LUR | 2 | 500 | 0.48 | 0.604 | 0.035 | 0.022 | 0.158 | 0.0 |
| ||||||||
D2. Acute, LUR | 0.5 | 100 | 0.96 | 1.081 | 0.034 | 0.010 | 0.008 | 0.8 |
D2. Acute, LUR | 2 | 100 | 0.94 | 1.134 | 0.056 | 0.011 | 0.021 | 0.4 |
|
||||||||
D2. Acute, LUR | 0.5 | 500 | 0.98 | 1.021 | 0.010 | 0.008 | 0.001 | 25.0 |
D2. Acute, LUR | 2 | 500 | 0.98 | 1.038 | 0.011 | 0.008 | 0.002 | 1.4 |
| ||||||||
D3. Acute, LUR | 0.5 | 100 | 0.97 | 1.025 | 0.016 | 0.009 | 0.001 | 27.8 |
D3. Acute, LUR | 2 | 100 | 0.97 | 1.026 | 0.017 | 0.009 | 0.001 | 25.6 |
|
||||||||
D3. Acute, LUR | 0.5 | 500 | 0.98 | 1.016 | 0.009 | 0.008 | 0.000 | 46.6 |
D3. Acute, LUR | 2 | 500 | 0.98 | 1.016 | 0.010 | 0.008 | 0.000 | 42.1 |