AbstractDynamic prediction of causal effects under different treatment regimens is an essential problem in precision medicine. It is challenging because the actual mechanisms of treatment assignment and effects are unknown in observational studies. We propose a multivariate generalized linear mixed-effects model and a Bayesian g-computation algorithm to calculate the posterior distribution of s...
AbstractWe present a construction ofweak graded Lie 2-algebras associated with quasi-Poissongroupoids. We also establish a morphism between this weak graded Lie 2-algebra of multiplicativeforms and the strict graded Lie 2-algebra of multiplicative multivector fields, allowing us to compareand relate different aspects of Lie 2-algebra theory within the context of quasi-Poisson geometry. Asan inf...
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