Regression graphs and sparsity-inducing reparametrizations

Jakub Rybak, Heather Battey, Karthik Bharath

That parametrization and sparsity are inherently linked raises the possibility that relevant models, not obviously sparse in their natural formulation, exhibit a population-level s…