Tutorial
2025 workshop program
Simulation-based Inference with Astrophysical Data
The work
Abstract
Following previous tutorials, we will review the basics of Bayesian probability and inference methods. We will then explore practical examples of simulation-based (or likelihood-free) inference on different astronomical datasets, highlighting how to handle model misspecification.