Steffen Lauritzen

Steffen Lauritzen

Professor, emeritus


  1. 2017
  2. Published

    Lectures on Graphical Models

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

    Research output: Book/ReportCompendium/lecture notesEducation

  3. Published

    Total Positivity in Markov Structures

    Fallat, S., Lauritzen, Steffen, 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

  4. 2018
  5. Published

    Lectures in Graphical Models

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

    Research output: Book/ReportCompendium/lecture notesEducation

  6. Published

    Unifying Markov properties for graphical models

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

    Research output: Contribution to journalJournal articleResearchpeer-review

  7. Published

    Random Networks, Graphical Models, and Exchangeability

    Lauritzen, Steffen, 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

  8. 2019
  9. Published

    Bayesian Networks for Max-Linear Models

    Klüppelberg, C. & Lauritzen, Steffen, 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

  10. Published

    Handbook of Graphical Models

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

    Research output: Book/ReportBookResearchpeer-review

  11. Published

    Lectures on Graphical Models, 3rd edition

    Lauritzen, Steffen, 2019, Department of Mathematical Sciences, Faculty of Science, University of Copenhagen. 154 p.

    Research output: Book/ReportCompendium/lecture notesEducation

  12. Published

    On Exchangeability in Network Models

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

    Research output: Contribution to journalJournal articleResearchpeer-review

  13. Published

    Maximum likelihood estimation in Gaussian models under total positivity

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

    Research output: Contribution to journalJournal articleResearchpeer-review

ID: 86418923