18–20 Nov 2024
JLab
America/New_York timezone

Bayesian Model Averaging: an overview

18 Nov 2024, 17:00
20m
JLab

JLab

Talk Session 4

Speaker

Ethan Neil

Description

Discrete variations in modeling choices represent a common source of systematic error in extracting physics results from data, particularly in analysis of lattice simulations. Model averaging allows for the accounting of such systematic effects in a statistically consistent way. I will review the formalism of model averaging from a Bayesian perspective, and highlight key formulas and applications to lattice gauge theory.

Author

Ethan Neil

Presentation materials