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physics.data-an2021
Improved Asymptotic Formulae for Statistical Interpretation Based on Likelihood Ratio Tests
Li-Gang Xia, Yan Zhang
In this work, we attempt to refine the classic asymptotic formulae to describe the probability distribution of likelihood-ratio statistical tests. The idea is to split the probabil…
physics.data-an2017
Deep Learning the Effects of Photon Sensors on the Event Reconstruction Performance in an Antineutrino Detector
Chang-Wei Loh, Zhi-Qiang Qian, You-Hang Liu +5
We provide a fast approach incorporating the usage of deep learning for evaluating the effects of photon sensors in an antineutrino detector on the event reconstruction performance…