# Reporting Results in High Energy Physics Publications: a Manifesto

## TL;DR

This paper advocates for higher transparency and standardized reporting of analysis details in high energy physics publications to improve reproducibility and understanding, especially given the increased complexity of collider data analyses.

## Contribution

It proposes a minimum standard for reporting statistical analysis results in high energy physics papers to enhance transparency and reproducibility.

## Key findings

- Current publications often omit essential analysis details.
- Infrastructures like Rivet and HepData are underutilized.
- A proposed reporting standard aims to improve clarity and reproducibility.

## Abstract

The complexity of collider data analyses has dramatically increased from early colliders to the CERN LHC. Reconstruction of the collision products in the particle detectors has reached a point that requires dedicated publications documenting the techniques, and periodic retuning of the algorithms themselves. Analysis methods evolved to account for the increased complexity of the combination of particles required in each collision event (final states) and for the need of squeezing every last bit of sensitivity from the data; physicists often seek to fully reconstruct the final state, a process that is mostly relatively easy at lepton colliders but sometimes exceedingly difficult at hadron colliders to the point of requiring sometimes using advanced statistical techniques such as machine learning. The need for keeping the publications documenting results to a reasonable size implies a greater level of compression or even omission of information with respect to publications from twenty years ago. The need for compression should however not prevent sharing a reasonable amount of information that is essential to understanding a given analysis. Infrastructures like Rivet or HepData have been developed to host additional material, but physicists in the experimental Collaborations often still send an insufficient amount of material to these databases. In this manuscript I advocate for an increase in the information shared by the Collaborations, and try to define a minimum standard for acceptable level of information when reporting the results of statistical procedures in High Energy Physics publications.