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cs.LG2022
Counterfactual Learning with Multioutput Deep Kernels
Alberto Caron, Gianluca Baio, Ioanna Manolopoulou
In this paper, we address the challenge of performing counterfactual inference with observational data via Bayesian nonparametric regression adjustment, with a focus on high-dimens…
stat.CO2022
BCEA: An R Package for Cost-Effectiveness Analysis
Nathan Green, Anna Heath, Gianluca Baio
We describe in detail how to perform health economic cost-effectiveness analyses (CEA) using the R package (Bayesian Cost-Effectiveness Analysis). CEA consist of an…