Response to Treatment Vector We assume that a K−vector of parameters β describes the relationship between the treatment vector and response.
we use a standard parameterization and suppose that τ We approximate the posterior distribution with a variational approximation, building on the algorithm introduced in (Doshi-Velez et al., 2009).