3 papers
cs.LG2026
The Ensemble Inverse Problem: Applications and Methods
Zhengyan Huan, Camila Pazos, Martin Klassen +3
We introduce a new multivariate statistical problem that we refer to as the Ensemble Inverse Problem (EIP). The aim of EIP is to invert for an ensemble that is distributed accordin…
hep-ex2025
Systematic Uncertainties in Unfolding Considering the Likelihood Formalism
Lydia Brenner, Carsten Burgard, Vincent Alexander Croft
This paper describes the treatment of systematic uncertainties in a Likelihood formalism. RooUnfold, which includes most of the unfolding methods that are commonly used in particle…
physics.data-an2019
Comparison of unfolding methods using RooFitUnfold
Lydia Brenner, Pim Verschuuren, Rahul Balasubramanian +4
In this paper we describe RooFitUnfold, an extension of the RooFit statistical software package to treat unfolding problems, and which includes most of the unfolding methods that c…