Taming outliers in pulsar-timing datasets with hierarchical likelihoods and Hamiltonian sampling

Michele Vallisneri, Rutger van Haasteren

Pulsar-timing datasets have been analyzed with great success using probabilistic treatments based on Gaussian distributions, with applications ranging from studies of neutron-star…