159 citations · 160 across the 3 of their papers we have counts for
3 papers
stat.ME2025
Posterior SBC: Simulation-Based Calibration Checking Conditional on Data
Teemu Säilynoja, Marvin Schmitt, Paul-Christian Bürkner +1
Simulation-based calibration checking (SBC) refers to the validation of an inference algorithm and model implementation through repeated inference on data simulated from a generati…
cs.LG2023★ 1 cited
Fuse It or Lose It: Deep Fusion for Multimodal Simulation-Based Inference
Marvin Schmitt, Leona Odole, Stefan T. Radev +1
We present multimodal neural posterior estimation (MultiNPE), a method to integrate heterogeneous data from different sources in simulation-based inference with neural networks. In…
stat.CO2019★ 159 cited
Bayesian Item Response Modeling in R with brms and Stan
Paul-Christian Bürkner
Item Response Theory (IRT) is widely applied in the human sciences to model persons' responses on a set of items measuring one or more latent constructs. While several R packages h…