Penalized distributed lag interaction model: Air pollution, birth weight, and neighborhood vulnerability
Danielle Demateis,
Kayleigh P. Keller,
David Rojas‐Rueda
et al.
Abstract:Maternal exposure to air pollution during pregnancy has a substantial public health impact. Epidemiological evidence supports an association between maternal exposure to air pollution and low birth weight. A popular method to estimate this association while identifying windows of susceptibility is a distributed lag model (DLM), which regresses an outcome onto exposure history observed at multiple time points. However, the standard DLM framework does not allow for modification of the association between repeate… Show more
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