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

  17. Published

    Random Forests for Survival Analysis

    Rytgaard, Helene Charlotte Wiese & Gerds, Thomas Alexander, 2018, Wiley StatsRef: Statistics Reference Online. London: Wiley, 8 p.

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

  18. 2017
  19. Published

    The Kaplan-Meier Integral in the Presence of Covariates: A Review

    Gerds, Thomas Alexander, Beyersmann, J., Starkopf, L., Frank, S., van der Laan, M. J. & Schumacher, M., 2017, From Statistics to Mathematical Finance: Festschrift in Honour of Winfried Stute. Ferger, D., González Manteiga, W., Schmidt, T. & Wang, J-L. (eds.). Springer, p. 25-41 17 p.

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

  20. 2016
  21. Published

    Alternatives to the Cox model

    Martinussen, Torben & Peng, L., 2016, Handbook of Survival Analysis. CRC Press, p. 49-75 27 p.

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

  22. 2015
  23. Published

    Survival Risk Prediction Using High-Dimensional Molecular Data

    Binder, H., Gerds, Thomas Alexander & Schumacher, M., 19 Mar 2015, Design and Analysis of Clinical Trials for Predictive Medicine. Matsui, S., Buyse, M. & Simon, R. (eds.). 1 ed. CRC Press, p. 271-291 21 p.

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

  24. Published

    Event History Analysis in Continuous Time

    Andersen, Per Kragh & Keiding, N., 2015, International Encyclopedia of the Social & Behavioral Sciences. Wright, J. D. (ed.). 2 ed. Elsevier Science Inc., p. 310-319 10 p.

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

  25. Published

    Survival Analysis: Introduction

    Keiding, N. & Andersen, Per Kragh, 2015, International Encyclopedia of the Social & Behavioral Sciences. Wright, J. D. (ed.). 2nd ed. Elsevier Science Inc., p. 771-775 5 p.

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

  26. 2014
  27. Published

    Epidemiological Approaches to Metal Toxicology

    Grandjean, P. & Budtz-Joergensen, Esben, 28 Oct 2014, General Considerations. Nordberg, G. F., Fowler, B. A. & Nordberg, M. (eds.). 4 ed. London: Elsevier, Vol. 1. p. 265-279 15 p.

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

  28. Published

    Clinical evaluation of Synthetic Aperture Sequential Beamforming and Tissue Harmonic Imaging

    Brandt, A. H., Hemmsen, M. C., Hansen, P. M., Hansen, K. L., Lange, Theis, Jensen, J. A. & Nielsen, Michael Bachmann, 20 Oct 2014, IEEE International Ultrasonics Symposium, IUS. IEEE Computer Society Press, p. 1312-1315 4 p. 6931774. (IEEE International Ultrasonics Symposium, IUS).

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

  29. Published

    Health of riding school horses in Denmark: Questionnaire survey of management and incidence of clinical disease

    Agger, Jens Frederik Gramstrup, Christensen, L. H., Buhl, Rikke, Pipper, C. B. & Thomsen, M. H., Jun 2014, CONFERENCE PROCEEDINGS 10TH INTERNATIONAL EQUITATION SCIENCE CONFERENCE: 6 - 9 AUGUST 2014 AT VINGSTED HOTEL AND CONFERENCE CENTRE, DENMARK . CHRISTENSEN, JANNE. WINTHER., LADEWIG, JAN., AHRENDT, LINE. PEERSTRUP. & MALMKVIST, JENS. (eds.). p. 47 1 p. Abstract no. 27 . (DCA Rapport; No. 044).

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

  30. Published

    Health of riding school horses in Denmark: Clinical examination and evaluation of work intensity

    Buhl, Rikke, Norvik, M., Agger, Jens Frederik Gramstrup, Pipper, C. B. & Thomsen, M. H., Jun 2014, CONFERENCE PROCEEDINGS 10TH INTERNATIONAL EQUITATION SCIENCE CONFERENCE: 6 - 9 AUGUST 2014 AT VINGSTED HOTEL AND CONFERENCE CENTRE, DENMARK . Winther Christensen, J., Ladewig, J., Ahrendt, L. P. & Malmkvist, J. (eds.). p. 88 1 p. Abstract no. 65. (DCA Rapport; No. 044).

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

  31. Published

    Health of riding school horses in Denmark: Clinical examination of the locomotor system

    Thomsen, M. H., Kronborg, S., Agger, Jens Frederik Gramstrup, Pipper, C. B. & Buhl, Rikke, Jun 2014, CONFERENCE PROCEEDINGS 10TH INTERNATIONAL EQUITATION SCIENCE CONFERENCE: 6 - 9 AUGUST 2014 AT VINGSTED HOTEL AND CONFERENCE CENTRE, DENMARK . Winther Christensen, J., Ladewig, J., Ahrendt, L. P. & Malmkvist, J. (eds.). p. 91 1 p. Abstract no. 68 . (DCA Rapport; No. 044).

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

  32. 2013
  33. Published

    Analysis of Rater Agreement by Rasch and IRT Models

    Petersen, Jørgen Holm, 4 Mar 2013, Rasch Models in Health. Wiley, p. 219-234 16 p.

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

  34. Published

    Causal models in survival analysis

    Lange, Theis & Rod, Naja Hulvej, 2013, In:Handbook of Survival Analysis. Klein JP Van Houwelingen HC, I. JG. . S. TH. (ed.). Chapman

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

  35. Published

    Classical Regression Models for Competing Risks

    Beyersman, J. & Scheike, Thomas, 2013, In:Handbook of Survival Analysis. Klein JP van Houwelingen HC, I. JH. . S. TH. (ed.). Chapman, p. 157-178 22 p.

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

  36. Published

    Dimensionality

    Horton, M., Marais, I. & Christensen, Karl Bang, 2013, In:Rasch Models in Health. Christensen KB Kreiner S, M. M. (ed.). Wiley, p. 137-157 21 p.

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

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