Addressing prior dependence in hierarchical Bayesian modeling for PTA data analysis I: Methodology and implementation

Luigi D'amico, Eleonora Villa, Fatima Modica Bittordo +4

Complex inference tasks, such as those encountered in Pulsar Timing Array (PTA) data analysis, rely on Bayesian frameworks. The high-dimensional parameter space and the strong inte…