Steffen Lauritzen

Steffen Lauritzen

Professor, emeritus

ORCID: 0000-0001-7176-6212

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  1. 2005

  2. 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

  3. 2004
  4. Published

    A model company

    Lauritzen, Steffen, 1 Sep 2004, In: Significance. 1, 3, p. 142-144 3 p.

    Research output: Contribution to journal › Journal article › Communication

  5. Discussion on causality

    Lauritzen, Steffen, 2004, In: Scandinavian Journal of Statistics. 31, 2, p. 189-192 4 p.

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

  6. 2003

  7. 3D visual data mining: goals and experiences

    Bohlen, M., Bukauskas, L., Eriksen, P., Lauritzen, Steffen, Mazeika, A., Musaeus, P. & Mylov, P., 2003, In: Computational Statistics & Data Analysis. 43, 4, p. 445-469 25 p.

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

  8. 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

  9. Graphical models for genetic analyses

    Lauritzen, Steffen & Sheehan, N., 2003, In: Statistical Science. 18, 4, p. 489-514 26 p.

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

  10. Graphical models for surrogates

    Lauritzen, Steffen, 2003, In: Bulletin of The International Statistical Institute. 60, p. 144-147 4 p.

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

  11. Probabilistic expert systems for DNA mixture profiling

    Mortera, J., Dawid, A. & Lauritzen, Steffen, 2003, In: Theoretical Population Biology. 63, 3, p. 191-205 15 p.

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

  12. 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

  13. Rundt på gulvet med komplekse tal

    Lauritzen, Steffen, 2003, In: Ingeniøren. 14, p. 16-17

    Research output: Contribution to journal › Journal article › Communication

  14. 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

  15. The estimation of phase-type related functionals using Markov chain Monte Carlo methods

    Bladt, M., Gonzalez, A. & Lauritzen, Steffen, 2003, In: Scandinavian Actuarial Journal. 2003, 4, p. 280-300

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

  16. Thieles talmønstre: gulvfliser og komplekse heltal

    Lauritzen, Steffen, 2003, In: Matilde. 15, p. 7-10 4 p.

    Research output: Contribution to journal › Journal article › Communication

  17. 2002

  18. Bounding the number of contributors to mixed DNA stains

    Lauritzen, Steffen & Mortera, J., 2002, In: Forensic Science International. 130, 2-3, p. 125-126 2 p.

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

  19. Chain graph models and their causal interpretations

    Lauritzen, Steffen & Richardson, T., 2002, In: Journal of the Royal Statistical Society, Series B (Statistical Methodology). 64, p. 321-348 28 p.

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

  20. Nonparametric Bayes inference for concave distribution functions

    Hansen, M. & Lauritzen, Steffen, 2002, In: Statistica Neerlandica. 56, 1, p. 110-127 18 p.

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

  21. Thiele: Pioneer in Statistics

    Lauritzen, Steffen, 2002, Oxford University Press. 276 p.

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

  22. 2001

  23. 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

  24. 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

  25. Representing and solving decision problems with limited information

    Lauritzen, Steffen & Nilsson, D., 2001, In: Management Science. 47, 9, p. 1235-1251 17 p.

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

  26. Stable local computation with conditional Gaussian distributions

    Lauritzen, Steffen & Jensen, F., 2001, In: Statistics and Computing. 11, 2, p. 191-203 13 p.

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

  27. The TM algorithm for maximising a conditional likelihood function

    Edwards, D. & Lauritzen, Steffen, 2001, In: Biometrika. 88, 4, p. 961-972 12 p.

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

  28. 2000

  29. Familial tendency to foetal loss analysed with Bayesian graphical models by Gibbs sampling

    Hundborg, H. H., Hojbjerre, M., Christiansen, O. B. & Lauritzen, Steffen, 2000, In: Statistics in Medicine. 19, 16, p. 2147-2168 22 p.

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

  30. Multivariate dispersion models

    Jorgensen, B. & Lauritzen, Steffen, 2000, In: Journal of Multivariate Analysis. 74, 2, p. 267-281 15 p.

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

  31. 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

  32. 1999

  33. Aspects of T. N. Thiele's contributions to statistics

    Lauritzen, Steffen, 1999, In: Bulletin of The International Statistical Institute. 58, p. 27-30 4 p.

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

  34. Probabilistic Networks and Expert Systems

    Cowell, R., Dawid, P., Lauritzen, Steffen & Spiegelhalter, D., 1999, Springer. 324 p.

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

  35. 1998

  36. Bedre beslutninger med bayesianske netværk

    Jørgensen, E. & Lauritzen, Steffen, 1998, In: Naturens Verden. 7, p. 280-287 8 p.

    Research output: Contribution to journal › Journal article › Communication

  37. Published

    Generating mixed hierarchical interaction models by selection

    Lauritzen, Steffen, 1998.

    Research output: Contribution to conference › Paper › Research › peer-review

  38. 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

  39. 1997

  40. A theoretical model for blinding in cake filtration

    Sorensen, B., Keiding, K. & Lauritzen, Steffen, 1997, In: Water Environment Research. 69, 2, p. 168-173 6 p.

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

  41. Local computation with valuations from a commutative semigroup

    Lauritzen, Steffen & Jensen, F., 1997, In: Annals of Mathematics and Artificial Intelligence. 21, 1, p. 51-69

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

  42. 1996

  43. Graphical Models

    Lauritzen, Steffen, 1996, Clarendon Press. 306 p.

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

  44. 1995

  45. 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

  46. MATERNAL HLA CLASS-II ALLOGENOTYPES ARE MARKERS FOR THE PREDISPOSITION TO FETAL LOSSES IN FAMILIES OF WOMEN WITH UNEXPLAINED RECURRENT FETAL LOSS

    CHRISTIANSEN, O., ANDERSEN, H., HOJBJERRE, M., KRUSE, T., Lauritzen, Steffen & GRUNNET, N., 1995, In: European journal of immunogenetics : official journal of the British Society for Histocompatibility and Immunogenetics. 22, 4, p. 323-334 12 p.

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

  47. The EM algorithm for graphical association models with missing data

    Lauritzen, Steffen, 1995, In: Computational Statistics & Data Analysis. 19, 2, p. 191-201 11 p.

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

  48. 1994

  49. 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

  50. 1993

  51. Bayesian Analysis in Expert Systems

    SPIEGELHALTER, D., DAWID, A., Lauritzen, Steffen & COWELL, R., 1993, In: Statistical Science. 8, 3, p. 219-247 29 p.

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

  52. Bayesian Analysis in Expert Systems

    SPIEGELHALTER, D., DAWID, A., Lauritzen, Steffen & COWELL, R., 1993, In: Statistical Science. 8, 3, p. 219-243 37 p.

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

  53. Hyper Markov Laws in the Statistical Analysis of Decomposable Graphical Models

    DAWID, A. & Lauritzen, Steffen, 1993, In: Annals of Statistics. 21, 3, p. 1272-1317 46 p.

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

  54. 1992

  55. Finite De Finetti Theorems in Linear Models and Multivariate Analysis

    DIACONIS, P., EATON, M. & Lauritzen, Steffen, 1992, In: Scandinavian Journal of Statistics. 19, 4, p. 289-315 27 p.

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

  56. Propagation of Probabilities, Means, and Variances in Mixed Graphical Association Models

    Lauritzen, Steffen, 1992, In: Journal of the American Statistical Association. 87, 420, p. 1098-1108 11 p.

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

  57. 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

  58. 1991
  59. Published

    Globally Convergent Algorithms for Maximizing Likelihood Function

    Jensen, S. T., Johansen, Søren & Lauritzen, Steffen, 1991, In: Biometrika. 78, 4, p. 867-877 11 p.

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

  60. 1990

  61. A stochastic model in mobile communications

    Lauritzen, Steffen, THOMMESEN, C. & ANDERSEN, J., 1990, In: Stochastic Processes and Their Applications. 36, 1, p. 165-172 8 p.

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

  62. Bayesian updating in recursive graphical models by local computation

    Jensen, F., Lauritzen, Steffen & Olsen, K., 1990, In: Computational Statistics Quarterly. 4, p. 269-282 14 p.

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

  63. DISTRIBUTIONS OF PHASE DERIVATIVES IN MOBILE COMMUNICATIONS

    ANDERSEN, J., Lauritzen, Steffen & THOMMESEN, C., 1990, In: I E T Microwaves Antennas & Propagation. 137, 4, p. 197-201 5 p.

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

  64. Independence properties of directed markov fields

    Lauritzen, Steffen, DAWID, A., LARSEN, B. & LEIMER, H., 1990, In: Networks. 20, 5, p. 491-505 15 p.

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

  65. On Substantive Research Hypotheses, Conditional Independence Graphs and Graphical Chain Models

    WERMUTH, N. & Lauritzen, Steffen, 1990, In: Journal of the Royal Statistical Society. B. 52, 1, p. 21-50 30 p.

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

  66. Sequential updating of conditional probabilities on directed graphical structures

    SPIEGELHALTER, D. & Lauritzen, Steffen, 1990, In: Networks. 20, 5, p. 579-605 27 p.

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

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