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Asymptotic formulae for likelihood-based tests of new physics

Mixed citation behavior. Most common role is method (67%).

101 Pith papers citing it
2,550 external citations · Pith
Method 67% of classified citations
abstract

We describe likelihood-based statistical tests for use in high energy physics for the discovery of new phenomena and for construction of confidence intervals on model parameters. We focus on the properties of the test procedures that allow one to account for systematic uncertainties. Explicit formulae for the asymptotic distributions of test statistics are derived using results of Wilks and Wald. We motivate and justify the use of a representative data set, called the "Asimov data set", which provides a simple method to obtain the median experimental sensitivity of a search or measurement as well as fluctuations about this expectation.

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  • abstract We describe likelihood-based statistical tests for use in high energy physics for the discovery of new phenomena and for construction of confidence intervals on model parameters. We focus on the properties of the test procedures that allow one to account for systematic uncertainties. Explicit formulae for the asymptotic distributions of test statistics are derived using results of Wilks and Wald. We motivate and justify the use of a representative data set, called the "Asimov data set", which provides a simple method to obtain the median experimental sensitivity of a search or measurement as w

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representative citing papers

Bump Hunting Inside Jets with Energy Correlators

hep-ph · 2026-05-27 · unverdicted · novelty 7.0

Energy correlators can convert scaling violations into angular bump hunting for new physics, yielding projected competitive LHC sensitivity for a light hadrophilic Z'.

Study of the $B^0 \to \Lambda_c^+ \bar{\Lambda}_c^- K_S^0$ decay

hep-ex · 2026-04-16 · unverdicted · novelty 7.0

Relative branching fraction B(B0 → Λc+ Λc- KS0)/B(B+ → Λc+ Λc- K+) measured as 0.53 ± 0.05 ± 0.05 with 3.9σ evidence for Ξc(2923)+ and Ξc(2939)+ resonances consistent with isospin partners.

Ultralight dark matter detection with trapped-ion interferometry

hep-ph · 2025-07-23 · conditional · novelty 7.0

A trapped ion in a spin-motion entangled state can detect kinetically mixed dark photon dark matter in the 10^{-15} to 10^{-14} eV mass range through Aharonov-Bohm phase shifts with parametrically enhanced sensitivity.

RooAgent: An LLM Agent for Root-Based High Energy Physics Analysis

hep-ph · 2026-05-17 · unverdicted · novelty 6.0

RooAgent provides an LLM agent interface that translates natural-language prompts into calls to PyROOT analysis functions for high energy physics tasks, with support for multiple AI backends and tested on ZH simulations and ATLAS open data.

Probing the Solar $^8$B Neutrino Fog with XENONnT

hep-ex · 2026-04-07 · unverdicted · novelty 6.0

XENONnT measures solar 8B neutrino coherent scattering at 3.3 sigma, finds no light dark matter, and constrains the weak mixing angle at low momentum transfer.

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