We filtered amici who have participated in fewer than 5 briefs 11 and merged regional chapters of amicus organizations together (i.e., "ACLU of Kansas" and "ACLU of Kentucky" are both labeled "ACLU").
we used Metropolis within Gibbs, a hybrid MCMC algorithm, to sample the latent parameters from their posterior distributions (Tierney, 1994).