Publications & software

Preprints

2024

  1. arXiv
    Algorithm-agnostic significance testing in supervised learning with multimodal data
    Lucas Kook, and Anton Rask Lundborg
    2024

2023

  1. arXiv
    Perturbation-based Effect Measures for Compositional Data
    Anton Rask Lundborg, and Niklas Pfister
    2023
  2. arXiv
    Model-based causal feature selection for general response types
    Lucas KookSorawit SaengkyongamAnton Rask LundborgTorsten Hothorn, and Jonas Peters
    2023

2022

  1. arXiv
    The Projected Covariance Measure for assumption-lean variable significance testing
    Anton Rask LundborgIlmun KimRajen D. Shah, and Richard J. Samworth
    2022
  2. arXiv
    Confounder Selection: Objectives and Approaches
    F. Richard GuoAnton Rask Lundborg, and Qingyuan Zhao
    2022

Statistical publications

2022

  1. JRSSB
    Conditional independence testing in Hilbert spaces with applications to functional data analysis
    Anton Rask LundborgRajen D. Shah, and Jonas Peters
    Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2022

Applied publications

2024

  1. BMJ
    Towards a better understanding of real-world home-visiting programs: a large-scale effectiveness study of parenting mechanisms in Brazil
    Morgan Rebecca Healy, Eduardo Viegas Silva, Anton Rask Lundborg, Fernando Pires Hartwig, Tiago Neuenfeld Munhoz, Adriane Xavier Arteche, Paul G Ramchandani, and Joseph Murray
    BMJ Global Health 2024

Software packages

  • R code for ghcm available on CRAN. Source and bug report on GitHub.