Institute for medical information - processing, biometry, and epidemiology (IBE)

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Prof. Dr. Anne-Laure Boulesteix

Research Interests

  • Medical/computational statistics:
    • analysis of high-dimensional omics data
    • model selection for multivariable regression, regularized regression
    • resampling techniques, error estimation
    • added predictive value, relative importance of predictors
    • machine learning (e.g., random forest)
  • Metascience (research on research methodology) focused on statistical and health sciences
    • validation of research results
    • design and analysis of benchmarking experiments
    • publication bias
    • false research findings, over-optimism
    • reporting
  • Statistical consulting in medical research

Editorial activities