Fully Bayesian Unfolding with Regularization
Data Analysis, Statistics and Probability
2020-01-17 v1 High Energy Physics - Experiment
High Energy Physics - Phenomenology
Abstract
Fully Bayesian Unfolding differs from other unfolding methods by providing the full posterior probability of unfolded spectra for each bin. We extended the method for the feature of regularization which could be helpful for unfolding non-smooth, over-binned or generally non-standard shaped spectra. To decrease the computation time, the iteration process is presented.
Cite
@article{arxiv.2001.05877,
title = {Fully Bayesian Unfolding with Regularization},
author = {Petr Baron},
journal= {arXiv preprint arXiv:2001.05877},
year = {2020}
}
Comments
6 pages, 10 figures, contribution to conference 12th International Workshop on Top Quark Physics proceedings