Steffen L. Lauritzen

Steffen L. Lauritzen

Professor


  1. 2020
  2. E-pub ahead of print

    Identifiability and estimation of recursive max‐linear models

    Gissibl, N., Klüppelberg, C. & Lauritzen, Steffen L., 2020, In : Scandinavian Journal of Statistics. 24 p.

    Research output: Contribution to journalJournal articleResearchpeer-review

  3. 2019
  4. Published

    Maximum likelihood estimation in Gaussian models under total positivity

    Lauritzen, Steffen L., Uhler, C. & Zwiernik, P., 21 May 2019, In : Annals of Statistics. 47, 4, p. 1835-1863

    Research output: Contribution to journalJournal articleResearchpeer-review

  5. Published

    On Exchangeability in Network Models

    Lauritzen, Steffen L., Rinaldo, A. & Sadeghi, K., 12 Apr 2019, In : Journal of Algebraic Statistics. 10, 1, p. 85-114

    Research output: Contribution to journalJournal articleResearchpeer-review

  6. Published

    Bayesian Networks for Max-Linear Models

    Klüppelberg, C. & Lauritzen, Steffen L., 2019, Network Science: An aerial view. Biagini, F., Kauermann, G. & Meyer-Brandis, T. (eds.). Springer, p. 79-97

    Research output: Chapter in Book/Report/Conference proceedingBook chapterResearchpeer-review

  7. Published

    Handbook of Graphical Models

    Maathuis, M. (ed.), Drton, M. (ed.), Lauritzen, Steffen L. (ed.) & Wainwright, M. (ed.), 2019, Boca Raton: CRC Press. 554 p. (Handbooks of Modern Statistical Methods).

    Research output: Book/ReportBookResearchpeer-review

  8. 2018
  9. Published

    Random Networks, Graphical Models, and Exchangeability

    Lauritzen, Steffen L., Rinaldo, A. & Sadeghi, K., 24 Apr 2018, In : Journal of The Royal Statistical Society Series B-statistical Methodology. 80, 3, p. 481-508

    Research output: Contribution to journalJournal articleResearchpeer-review

  10. Published

    Lectures in Graphical Models

    Lauritzen, Steffen L., 2018, 2nd edition ed. Copenhagen: Department of Mathematical Sciences, Faculty of Science, University of Copenhagen.

    Research output: Book/ReportCompendium/lecture notesEducation

  11. Published

    Unifying Markov properties for graphical models

    Lauritzen, Steffen L. & Sadeghi, K. S., 2018, In : Annals of Statistics. 46, 5, p. 2251-2278

    Research output: Contribution to journalJournal articleResearchpeer-review

  12. 2017
  13. Published

    Lectures on Graphical Models

    Lauritzen, Steffen L., 2017, Department of Mathematical Sciences, Faculty of Science, University of Copenhagen. 155 p.

    Research output: Book/ReportCompendium/lecture notesEducation

  14. Published

    Total Positivity in Markov Structures

    Fallat, S., Lauritzen, Steffen L., Sadeghi, K., Uhler, C., Wermuth, N. & Zwiernik, P., 2017, In : Annals of Statistics. 45, 3, p. 1152-1184

    Research output: Contribution to journalJournal articleResearchpeer-review

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