Unifying Summary Statistic Selection for Approximate Bayesian Computation

Till Hoffmann, Jukka-Pekka Onnela

Extracting low-dimensional summary statistics from large datasets is essential for efficient (likelihood-free) inference. We characterize three different classes of summaries and d…