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Error Estimates of Theoretical Models: a Guide

2014

This guide offers suggestions/insights on uncertainty quantification of nuclear structure models. We discuss a simple approach to statistical error estimates, strategies to assess systematic errors, and show how to uncover inter-dependencies by correlation analysis. The basic concepts are illustrated through simple examples. By providing theoretical error bars on predicted quantities and using statistical methods to study correlations between observables, theory can significantly enhance the feedback between experiment and nuclear modeling.

Systematic errorPhysicsNuclear and High Energy PhysicsNuclear TheoryNuclear structureTheoretical modelsFOS: Physical sciencesObservableNuclear Theory (nucl-th)Simple (abstract algebra)Error barCorrelation analysisStatistical physicsUncertainty quantification
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