Section of Biostatistics

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  1. 2024
  2. Published

    Feature Selection

    Wright, Marvin Nils Ole, 2024, Applied Machine Learning Using mlr3 in R. Bischl, B., Sonabend, R., Kotthoff, L. & Lang, M. (eds.). CRC Press, p. 146-160 15 p.

    Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

  3. Published

    Model Interpretation

    Dandl, S., Biecek, P., Casalicchio, G. & Wright, Marvin Nils Ole, 2024, Applied Machine Learning Using mlr3 in R. Bischl, B., Sonabend, R., Kotthoff, L. & Lang, M. (eds.). CRC Press, p. 259-282 24 p.

    Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

  4. Published

    Non-sequential Pipelines and Tuning

    Binder, M., Pfisterer, F., Becker, M. & Wright, Marvin Nils Ole, 2024, Applied Machine Learning Using mlr3 in R. Bischl, B., Sonabend, R., Kotthoff, L. & Lang, M. (eds.). CRC Press, p. 174-195 22 p.

    Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

  5. 2023
  6. Published

    Are SHAP Values Biased Towards High-Entropy Features?

    Baudeu, R., Wright, M. N. & Loecher, M., 2023, MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2022, PT I. Koprinska, Mignone, P., Guidotti, R., Jaroszewicz, S., Froning, H., Gullo, F., Ferreira, PM., Roqueiro, D., Ceddia, G., Nowaczyk, S., Gama, J., Ribeiro, R., Gavalda, R., Masciari, E., Ras, Z., Ritacco, E., Naretto, F., Theissler, A., Biecek, P., Verbeke, W., Schiele, G., Pernkopf, F., Blott, M., Bordino, Danesi, IL., Ponti, G., Severini, L., Appice, A., Andresini, G., Medeiros, Graca, G., Cooper, L., Ghazaleh, N., Richiardi, J., Saldana, D., Sechidis, K., Canakoglu, A., Pido, S., Pinoli, P., Bifet, A. & Pashami, S. (eds.). Springer, p. 418-433 16 p. (Communications in Computer and Information Science, Vol. 1752).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  7. 2022
  8. Published

    A robustness test for estimating total effects with covariate adjustment

    Su, Zehao & Henckel, Leonard, 2022, Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence. 1 ed. PMLR, p. 1886-1895 (Proceedings of Machine Learning Research, Vol. 180).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research

  9. Published

    Martingales in Survival Analysis

    Aalen, O. O., Andersen, Per Kragh, Borgan, Ø., Gill, R. D. & Keiding, N., 2022, Trends in the History of Science: Their History from the Casino to Mathematics. L. M. & G. S. (eds.). Springer, p. 295-320 26 p. (Trends in the History of Science).

    Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

  10. 2021
  11. Published

    Epidemiological approaches to metal toxicology

    Grandjean, P. & Budtz-Joergensen, Esben, 1 Jan 2021, Handbook on the Toxicology of Metals: Volume I: General Considerations. Elsevier, p. 369-383

    Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

  12. Published

    Lexis Diagram

    Keiding, N., 2021, Wiley StatsRef: Statistics Reference Online. Wiley, 11 p.

    Research output: Chapter in Book/Report/Conference proceeding › Encyclopedia chapter › Research › peer-review

  13. 2019
  14. Published

    Preprocessing, Prediction and Significance: Framework and Application to Brain Imaging

    Nørgaard, M., Ozenne, Brice Maxime Hugues, Svarer, C., Frokjaer, V. G., Schain, M., Strother, S. C. & Ganz, Melanie, 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019: 22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part IV. Shen, D., Liu, T., Peters, T. M., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer, Vol. 11764. p. 196-204 9 p. (Lecture Notes in Computer Science, Vol. 11767).

    Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

  15. 2018
  16. Published

    Bayesian analysis of circular data in social and behavioral sciences

    Klugkist, I., Cremers, Jolien & Mulder, K., 2018, Applied Directional Statistics: Modern Methods and Case Studies. 1 ed. CRC Press, p. 156-199 64 p. (Chapman & Hall/CRC Interdisciplinary Statistics).

    Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

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