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Unfolding algorithms and tests using RooUnfold
The RooUnfold package provides a common framework to evaluate and use different unfolding algorithms, side-by-side. It currently provides implementations or interfaces for the Iterative Bayes, Singular Value Decomposition, and TUnfold methods, as well as bin-by-bin and matrix inversion reference met...
Autor principal: | |
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Lenguaje: | eng |
Publicado: |
CERN
2011
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Acceso en línea: | https://dx.doi.org/10.5170/CERN-2011-006.313 http://cds.cern.ch/record/1349242 |
Sumario: | The RooUnfold package provides a common framework to evaluate and use different unfolding algorithms, side-by-side. It currently provides implementations or interfaces for the Iterative Bayes, Singular Value Decomposition, and TUnfold methods, as well as bin-by-bin and matrix inversion reference methods. Common tools provide covariance matrix evaluation and multi-dimensional unfolding. A test suite allows comparisons of the performance of the algorithms under different truth and measurement models. Here I outline the package, the unfolding methods, and some experience of their use. |
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