Time‐dependent gene–environment interactions are essential drivers of asthma initiation and persistence

G Chatziparasidis, MR Chatziparasidi… - Pediatric …, 2024 - Wiley Online Library
Asthma is a clinical syndrome caused by heterogeneous underlying mechanisms with some
of them having a strong genetic component. It is known that up to 82% of atopic asthma has …

Facilitating heterogeneous effect estimation via statistically efficient categorical modifiers

DR Kowal - arXiv preprint arXiv:2408.00618, 2024 - arxiv.org
Categorical covariates such as race, sex, or group are ubiquitous in regression analysis.
While main-only (or ANCOVA) linear models are predominant, cat-modified linear models …