Fig. 1.

HR and 95 % CI of PM2.5 and its constituents to all-cause mortality in two different models. The red represents the marginal structure Cox model, which is weighted based on the ordinary Cox model using GPS obtained by GEE (Model 3). And the blue represents the time-dependent Cox model (Model 2).