Table 2.
Results of the balancing check for the generalized propensity score (GPS)
Covariate | Class of exposure | Marginal t | GPS-adjusted t |
---|---|---|---|
Temperature (lag 0-3) | (0, 20) | 5.60 | -2.57 |
[20, 40) | 14.15 | 1.68 | |
[40, 70) | -0.39 | -0.26 | |
[70+) | -20.78 | -3.00 | |
Influenza epidemics | (0, 20) | -2.80 | -0.44 |
[20, 40) | -7.47 | -2.87 | |
[40, 70) | 1.32 | 3.43 | |
[70+) | 8.92 | 0.47 | |
Summer indicator | (0, 20) | 7.93 | -2.19 |
[20, 40) | 14.30 | 2.39 | |
[40, 70) | -3.09 | -0.77 | |
[70+) | -18.46 | -2.48 | |
Holidays indicator | (0, 20) | 1.91 | -0.07 |
[20, 40) | 0.02 | -0.05 | |
[40, 70) | -2.74 | -2.81 | |
[70+) | 1.97 | 2.58 | |
Humidity (lag 0) | (0, 20) | -5.78 | -0.13 |
[20, 40) | -5.91 | 1.05 | |
[40, 70) | -0.15 | -2.78 | |
[70+) | 10.69 | 1.78 | |
Weekend indicator | (0, 20) | 4.92 | 2.27 |
[20, 40) | 1.79 | -1.33 | |
[40, 70) | -1.39 | -1.13 | |
[70+) | -3.35 | 0.64 | |
Heat episodes | (0, 20) | -2.25 | -0.96 |
[20, 40) | 1.77 | -0.15 | |
[40, 70) | 3.48 | 2.43 | |
[70+) | -4.73 | -1.99 |
Marginal and GPS-adjusted t statistics for the mean difference between one class of exposure and the others as a whole, for a set of selected covariates