Published September 2018 | Version v1
Journal article

Dynamical projections for the visualization of PDFSense data

  • 1. Monash University, School of Econometrics and Business Statistics, Melbourne, VIC (Australia)
  • 2. Monash University, School of Physics and Astronomy, Melbourne, VIC (Australia)

Description

A recent paper on visualizing the sensitivity of hadronic experiments to nucleon structure (Wang et al. in arXiv:1803.02777, 2018) introduces the tool PDFSense which defines measures to allow the user to judge the sensitivity of PDF fits to a given experiment. The sensitivity is characterized by high-dimensional data residuals that are visualized in a 3-d subspace of the 10 first principal components or using non-linear embeddings. We show how a tour, a dynamic visualisation of high dimensional data, can extend this tool beyond 3-d relationships. This approach enables resolving structure orthogonal to the 2-d viewing plane used so far, and hence finer tuned assessment of the sensitivity. (orig.)

Availability note (English)

Available from: http://dx.doi.org/10.1140/epjc/s10052-018-6205-2

Additional details

Publishing Information

Journal Title
European Physical Journal. C, Particles and Fields (Online)
Journal Volume
78
Journal Issue
9
Journal Page Range
p. 1-18
ISSN
1434-6052