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arXiv · 1906.10831

Improved Extrapolation Methods of Data-driven Background Estimation in High-Energy Physics

Suyong Choi·Hayoung Oh
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Abstract

Data-driven methods of background estimations are often used to obtain more reliable descriptions of backgrounds. In hadron collider experiments, data-driven techniques are used to estimate backgrounds due to multi-jet events, which are difficult to model accurately. In this article, we propose an improvement on one of the most widely used data-driven methods in the hadron collision environment, the "ABCD" method of extrapolation. We describe the mathematical background behind the data-driven methods and extend the idea to propose improved general methods.

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Suyong Choi, Hayoung Oh. 2019-06-26. Improved Extrapolation Methods of Data-driven Background Estimation in High-Energy Physics. https://arxiv.org/abs/1906.10831

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