Steffen Lauritzen

Steffen Lauritzen

Professor, emeritus

ORCID: 0000-0001-7176-6212

Publication year:
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  1. 2023
  2. Published

    Fundamentals of Mathematical Statistics

    Lauritzen, Steffen, 11 Apr 2023, Boca Raton, FL: CRC Press. 258 p.

    Research output: Book/Report › Book › Communication

  3. Published

    Seconder of the vote of thanks to Fong, Holmes and Walker and contribution to the Discussion of ‘Martingale Posterior Distributions’

    Lauritzen, Steffen, 2023, In: Journal of the Royal Statistical Society. Series B: Statistical Methodology. 85, 5, p. 1394-1396

    Research output: Contribution to journal › Journal article › Research › peer-review

  4. 2022
  5. Published

    Locally associated graphical models and mixed convex exponential families

    Lauritzen, Steffen & Zwiernik, P., 27 Nov 2022, In: Annals of Statistics. 50, 5, p. 3009-3038

    Research output: Contribution to journal › Journal article › Research › peer-review

  6. Published

    Ole Eiler Barndorff-Nielsen, 1935-2022

    Lauritzen, Steffen & Sørensen, Michael, Oct 2022, In: Journal of the Royal Statistical Society. Series A: Statistics in Society. 185, 4, p. 2289-2291

    Research output: Contribution to journal › Journal article › Communication

  7. Published

    Conditional independence in max-linear Bayesian networks

    Amendola, C., Kluppelberg, C., Lauritzen, Steffen & Tran, N., 2022, In: Annals of Applied Probability. 32, 1, p. 1-45

    Research output: Contribution to journal › Journal article › Research › peer-review

  8. 2021
  9. Published

    Basic Mathematical Statistics

    Lauritzen, Steffen, 2021, Department of Mathematical Sciences, Faculty of Science, University of Copenhagen. 185 p.

    Research output: Book/Report › Compendium/lecture notes › Education

  10. Published

    Identifiability and estimation of recursive max‐linear models

    Gissibl, N., Klüppelberg, C. & Lauritzen, Steffen, 2021, In: Scandinavian Journal of Statistics. 48, 1, p. 188-211

    Research output: Contribution to journal › Journal article › Research › peer-review

  11. Published

    Total positivity in exponential families with application to binary variables

    Lauritzen, Steffen, Uhler, C. & Zwiernik, P., 2021, In: Annals of Statistics. 49, p. 1436-1459

    Research output: Contribution to journal › Journal article › Research › peer-review

  12. 2020
  13. Published

    Harmonic analysis of symmetric random graphs

    Lauritzen, Steffen, 2020, In: Kybernetika. 56, 6, p. 1081-1089

    Research output: Contribution to journal › Journal article › Research › peer-review

  14. 2019
  15. 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 journal › Journal article › Research › peer-review

  16. 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 journal › Journal article › Research › peer-review

  17. 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 proceeding › Book chapter › Research › peer-review

  18. 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/Report › Book › Research › peer-review

  19. 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/Report › Compendium/lecture notes › Education

  20. 2018
  21. 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 journal › Journal article › Research › peer-review

  22. 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/Report › Compendium/lecture notes › Education

  23. 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 journal › Journal article › Research › peer-review

  24. 2017
  25. Published

    Lectures on Graphical Models

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

    Research output: Book/Report › Compendium/lecture notes › Education

  26. 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 journal › Journal article › Research › peer-review

  27. 2016
  28. Published

    Les mosaïques de Thiele

    Genest, C. & Lauritzen, Steffen, 2016, In: Accromath. 11, 2, p. 24-29

    Research output: Contribution to journal › Journal article › Communication

  29. 2015

  30. Analysis of Forensic DNA Mixtures with Artefacts

    Cowell, R. G., Graversen, T., Lauritzen, Steffen & Mortera, J., 2015, In: Journal of the Royal Statistical Society, Series C (Applied Statistics). 64, 1, p. 1-48

    Research output: Contribution to journal › Journal article › Research › peer-review

  31. Computational aspects of DNA mixture analysis

    Graversen, T. & Lauritzen, Steffen, 2015, In: Statistics and Computing. 25, 3, p. 527-541 15 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  32. Linear estimating equations for exponential families with application to Gaussian linear concentration models

    Forbes, P. G. M. & Lauritzen, Steffen, 2015, In: Linear Algebra and Its Applications. 473, p. 261-283

    Research output: Contribution to journal › Journal article › Research › peer-review

  33. 2014

  34. Markov properties for mixed graphs

    Sadeghi, K. S. & Lauritzen, Steffen, 2014, In: Bernoulli. 30, 2, p. 676-696

    Research output: Contribution to journal › Journal article › Research › peer-review

  35. 2013

  36. Estimation of parameters in DNA mixture analysis

    Graversen, T. & Lauritzen, Steffen, 2013, In: Journal of Applied Statistics. 40, 11, p. 2423-2436 14 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  37. Fingerprint analysis using Bayesian alignment

    Forbes, P. G. M. & Lauritzen, Steffen, 2013, Statistical Models and Methods for non-Euclidean Data with Current Scientific Applications International Conference, held in Leeds, UK, 2-4 July 2013: The 32nd Leeds Annual Statistical Research (LASR) Workshop. University of Leeds

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

  38. 2012

  39. Interaction models

    Lauritzen, Steffen, 1 Jan 2012, Selected Works of Terry Speed. Springer, p. 91-94 4 p.

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

  40. Discussion: Latent variable graphical model selection via convex optimization

    Lauritzen, Steffen & Meinshausen, N., 2012, In: Annals of Statistics. 40, 4, p. 1973-1977 5 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  41. Estimation of means in graphical Gaussian models with symmetries

    Gehrmann, H. & Lauritzen, Steffen, 2012, In: Annals of Statistics. 40, 2, p. 1061-1073 13 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  42. Graphical Models with R

    Højsgaard, S., Edwards, D. & Lauritzen, Steffen, 2012, Springer. 182 p.

    Research output: Book/Report › Book › Research › peer-review

  43. Proper local scoring rules

    Parry, M., Dawid, A. P. & Lauritzen, Steffen, 2012, In: Annals of Statistics. 40, 1, p. 561-592 32 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  44. Proper local scoring rules on discrete sample spaces

    Dawid, P., Lauritzen, Steffen & Parry, M., 2012, In: Annals of Statistics. 40, 1, p. 593-608 16 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  45. 2011

  46. Likelihood analysis of the binary instrumental variable model

    Ramsahai, R. R. & Lauritzen, Steffen, 2011, In: Biometrika. 98, 4, p. 987-994 8 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  47. Probabilistic expert systems for handling artifacts in complex DNA mixtures

    Cowell, R. G., Lauritzen, Steffen & Mortera, J., 2011, In: Forensic Science International: Genetics. 5, 3, p. 202-209 8 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  48. 2010

  49. Combining Statistical Models

    Massa, S. & Lauritzen, Steffen, 2010, Algebraic Methods in Statistics and Probability II. Viana, M. & Wynn, H. (eds.). American Mathematical Society, p. 239-259 21 p. (Contemporary Mathematics, Vol. 516).

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

  50. 2008
  51. Published

    Informativeness of genetic markers for forensic inference--An information theoretic approach

    Lauritzen, Steffen & Mazumder, A., 1 Aug 2008, In: Forensic Science International: Genetics Supplement Series. 1, 1, p. 652-653 2 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  52. Published

    Probabilistic modelling for DNA mixture analysis

    Cowell, R. G., Lauritzen, Steffen & Mortera, J., 1 Aug 2008, In: Forensic Science International: Genetics Supplement Series. 1, 1, p. 640-642 3 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  53. Graphical Models in Genetics

    Lauritzen, Steffen & Sheehan, N. A., 9 May 2008, Handbook of Statistical Genetics: Third Edition. John Wiley & Sons, Ltd, Vol. 2. p. 808-842 35 p.

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

  54. Estimating mutation rates from paternity casework

    Vicard, P., Dawid, A. P., Mortera, J. & Lauritzen, Steffen, 2008, In: Forensic Science International: Genetics. 2, 1, p. 9-18 10 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  55. Exchangeable Rasch matrices

    Lauritzen, Steffen, 2008, In: Rendiconti di Matematica, Serie VII. 28, p. 83-95 13 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  56. Graphical Gaussian models with edge and vertex symmetries

    Hojsgaard, S. & Lauritzen, Steffen, 2008, In: Journal of the Royal Statistical Society, Series B (Statistical Methodology). 70, p. 1005-1027 23 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  57. Obituary: Professor Anders Hald, 1913-2007

    Lauritzen, Steffen, 2008, In: Journal of the Royal Statistical Society, Series A (Statistics in Society). 171, p. 1029-1030 2 p.

    Research output: Contribution to journal › Journal article › Research

  58. Sampling bias and logistic models - Discussion

    Longford, N. T., Diggle, P. J., Nelder, J., Copas, J. B., Ross, G. J. S., Moller, J., Cox, D. R., Keogh, R., Kuk, A. Y. C., Lauritzen, Steffen, Richardson, T. S., Lee, Y., Meng, X., Rathouz, P. & VanderWeele, T. J., 2008, In: Journal of the Royal Statistical Society, Series B (Statistical Methodology). 70, 4, p. 664-677 14 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  59. 2007

  60. A gamma model for DNA mixture analyses

    Cowell, R. G., Lauritzen, Steffen & Mortera, J., 2007, In: Bayesian Analysis. 2, 2, p. 333-348 16 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  61. Graphical models in genetics

    Lauritzen, Steffen & Sheehan, N., 2007, Handbook in Statistical Genetics. Balding, D. J., Bishop, M. & Cannings, C. (eds.). 3rd edition ed. Wiley, p. 808-842 35 p.

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

  62. Identification and separation of DNA mixtures using peak area information

    Cowell, R. G., Lauritzen, Steffen & Mortera, J., 2007, In: Forensic Science International. 166, 1, p. 28-34 7 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  63. Inference in graphical Gaussian models with edge and vertex symmetries with the gRc package for R

    Hojsgaard, S. & Lauritzen, Steffen, 2007, In: Journal of Statistical Software. 23, 6, 36 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  64. 2006

  65. Goodness of fit: with a view towards particle physics

    Lauritzen, Steffen, 2006, PHYSTAT05 Proceedings: Statistical Problems in Particle Physics, Astrophysics and Cosmology, 12-15 Sep 2005. Oxford, England, United Kingdom. Lyons, L. & Unel, MK. (eds.). Imperical College Press, p. 25-30 6 p.

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

  66. MAIES: A tool for DNA mixture analysis

    Cowell, R., Lauritzen, Steffen & Mortera, J., 2006, Proceedings of the Twenty-Second Conference Conference on Uncertainty in Artificial Intelligence (UAI-06): July 13- 16 2006, Cambridge, MA, USA. Dechter, R. & Richardson, T. S. (eds.). AUAI Press, p. 90-97 8 p.

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

  67. The geometry of decision theory

    Dawid, P. & Lauritzen, Steffen, 2006, Proceedings of the 2nd International Symposium on Information Geometry and its Applications. Brody, D. C. & Hughston, L. P. (eds.). Tokyo, Japan, p. 22-28 7 p.

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

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