Because daily hospital
admission for asthma approximately follows a Poisson distribution, and the relationships
between hospitalization and explanatory variables are mostly nonlinear
(Dominicia et al., 2004), we utilized over-dispersed generalized additive Poisson
models (quasi-likelihood) to estimate the association of asthma hospital admission
with air pollution levels (Peng et al., 2008).