Graph-dependent shrinkage priors for Bayesian trend filtering

Andrea Mascaretti, Daniel R. Kowal

Many common data dependencies can be characterized by graphs: time series data are sequential (chain graph), images appear as pixels (lattice graph), areal data are defined by neig…