most citedSimulation-Based Calibration Checking for Bayesian Computation: The Choice of Test Quantities Shapes Sensitivity

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stat.ME2022★ 38 cited

Simulation-Based Calibration Checking for Bayesian Computation: The Choice of Test Quantities Shapes Sensitivity

Martin Modrák, Angie H. Moon, Shinyoung Kim +5

Simulation-based calibration checking (SBC) is a practical method to validate computationally-derived posterior distributions or their approximations. In this paper, we introduce a…