12 citations · 12 across the 2 of their papers we have counts for
3 papers · 1 filter
Structured Bayesian Regression Tree Models for Estimating Distributed Lag Effects: The R Package dlmtree
Seongwon Im, Ander Wilson, Daniel Mork
When examining the relationship between an exposure and an outcome, there is often a time lag between exposure and the observed effect on the outcome. A common statistical approach…
Incorporating prior information into distributed lag nonlinear models with zero-inflated monotone regression trees
Daniel Mork, Ander Wilson
In environmental health research there is often interest in the effect of an exposure on a health outcome assessed on the same day and several subsequent days or lags. Distributed…
Heterogeneous Distributed Lag Models to Estimate Personalized Effects of Maternal Exposures to Air Pollution
Daniel Mork, Marianthi-Anna Kioumourtzoglou, Marc Weisskopf +2
Children's health studies support an association between maternal environmental exposures and children's birth outcomes. A common goal is to identify critical windows of susceptibi…