Steffen Lauritzen

Steffen Lauritzen

Professor, emeritus

ORCID: 0000-0001-7176-6212

Publication year:
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  1. 2019
  2. 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

  3. 2013

  4. 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

  5. 2012

  6. 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

  7. 2010

  8. 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

  9. 2008

  10. 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

  11. 2007

  12. 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

  13. 2006

  14. 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

  15. 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

  16. 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

  17. 2005

  18. Restricted concentration models . graphical Gaussian models: with concentration parameters restricted to be equal.

    Højsgaard, S. & Lauritzen, Steffen, 2005, Tenth international workshop on artificial intelligence and statistics: January 6-8, 2005 Savannah Hotel, Barbados. Cowell, R. & Ghahramani, Z. (eds.). Society for Artificial Intelligence and Statistics, p. 152-157 6 p.

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

  19. 2003

  20. Evaluating influence diagrams using LIMIDs

    Nilsson, D. & Lauritzen, Steffen, 2003, 16th Conference on Uncertainty in Artificial Intelligence.. Boutilier, C. & Goldszmidt, M. (eds.). Morgan Kaufmann, p. 436-445 10 p.

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

  21. Rasch models with exchangeable rows and columns

    Lauritzen, Steffen, 2003, Bayesian Statistics 7: Proceedings of the Seventh Valencia International Meeting, Dedicated to Dennis V. Lindley, June 2–6, 2002. Bernardo, JM., Bayarri, MJ., Berger, J., Dawid, AP., Heckerman, D., Smith, AFS. & West, M. (eds.). Clarendon Press, p. 215-232 18 p.

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

  22. Some modern applications of graphical models

    Lauritzen, Steffen, 2003, Highly Structured Stochastic Systems. Green, P. J., Hjort, N. L. & Richardson, S. (eds.). Oxford University Press, p. 13-32 20 p. (Oxford Statistical Science Series, Vol. 27).

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

  23. 2001

  24. Causal inference from graphical models

    Lauritzen, Steffen, 2001, Complex Stochastic Systems. Barndorff-Nielsen, O. E., Cox, D. R. & Klüppelberg, C. (eds.). CRC Press, p. 63-107 45 p.

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

  25. Compatible prior distributions

    Dawid, P. & Lauritzen, Steffen, 2001, Bayesian methods: With Applications to Science, Policy and Official Statistics ; Selected Papers from ISBA 2000, the Sixth World Meeting of the International Society for Bayesian Analysis. Eurostat, p. 109-116

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

  26. 2000

  27. Probabilistic networks

    Jensen, F. V. & Lauritzen, Steffen, 2000, Handbook of Defeasible Reasoning and Uncertainty Management Systems. Kluwer Academic Publishers, Vol. 5. p. 289-320 32 p.

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

  28. 1998

  29. Probabilistic expert systems

    Lauritzen, Steffen, 1998, Encyclopedia of Statistical Sciences. Kotz, S., Read, CB. & Banks, DL. (eds.). Wiley, Vol. Volume 2.

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

  30. 1995

  31. Hybrid propagation in junction trees

    Dawid, A., Kjaerulff, U., Lauritzen, Steffen, BouchonMeunier, B., Yager, R. & Zadeh, L., 1995, Advances in Intelligent Computing - IPMU '94: 5th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Pais, France, July 1994. Bouchon-Meunier, B., Yager, R. & Zadeh, L. (eds.). Springer, p. 87-97 11 p. (Lecture notes in computer science, Vol. 945).

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

  32. 1994

  33. Diagnostic systems by model selection: a case study

    Lauritzen, Steffen, Thiesson, B. & Spiegelhalter, D., 1994, Selecting Models from Data: Artificial Intelligence and Statistics IV. Cheeseman, P. & Oldford, RW. (eds.). Springer, p. 143-152 10 p. (Lecture Notes in Statistics, Vol. 89).

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

  34. 1992

  35. aHUGIN: A system creating adaptive causal probabililistic networks

    Olesen, K., Lauritzen, Steffen & Jensen, F., 1992, Eighth Conference on Uncertainty in Artificial Intelligence. Dubois, D. & Wellman, MP. (eds.). Morgan Kaufmann, p. 223-229 7 p.

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

  36. 1988

  37. Statistical reasoning and learning in knowledge bases represented as causal networks

    Spiegelhalter, D. & Lauritzen, Steffen, 1988, Medicine. Springer, p. 105-112 8 p. (Lecture Notes in Medical Informatics, Vol. 36).

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

  38. 1987

  39. Statistical manifolds

    Lauritzen, Steffen, 1987, Differential Geometry in Statistical Inference. Kass, R. E. (ed.). Institute of Mathematical Statistics, p. 165-216 52 p.

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

ID: 86418923