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physics.data-an2026
On the Statistical Interpretation of Discoveries in LHC Data
S. V. Chekanov, E. J. Weik
We examine discovery criteria at the Large Hadron Collider (LHC) within a model-independent framework, with particular emphasis on the statistical signatures of new physics. This s…
physics.data-an2011
A non-parametric peak finder algorithm and its application in searches for new physics
S. Chekanov, M. Erickson
We have developed an algorithm for non-parametric fitting and extraction of statistically significant peaks in the presence of statistical and systematic uncertainties. Application…