Steffen Lauritzen

Steffen Lauritzen

Professor, emeritus

ORCID: 0000-0001-7176-6212

Publication year:
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  1. 2003

  2. 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

  3. 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

  4. 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

  5. 2002

  6. 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

  7. 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

  8. 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

  9. Thiele: Pioneer in Statistics

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

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

  10. 2001

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 2000

  17. 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

  18. 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

  19. 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

  20. 1999

  21. 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

  22. 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

  23. 1998
  24. Published

    Generating mixed hierarchical interaction models by selection

    Lauritzen, Steffen, 1998.

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

  25. 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

  26. 1997

  27. 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

  28. 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

  29. 1996

  30. Graphical Models

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

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

  31. 1995

  32. 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

  33. 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

  34. 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

  35. 1994

  36. 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

  37. 1993

  38. 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

  39. 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

  40. 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

  41. 1992

  42. 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

  43. 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

  44. 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

  45. 1991
  46. 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

  47. 1990

  48. 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

  49. 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

  50. 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

  51. 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

  52. 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

  53. 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

  54. Techniques for Bayesian analysis of expert systems

    Spiegelhalter, D. & Lauritzen, Steffen, 1990, In: Annals of Mathematics and Artificial Intelligence. 2, p. 353-366

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

  55. 1989

  56. Decomposition of maximum likelihood in mixed graphical interaction models

    FRYDENBERG, M. & Lauritzen, Steffen, 1989, In: Biometrika. 76, 3, p. 539-555 17 p.

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

  57. Exponential Families, Extreme Point Models and Minimal Space-Time Invariant Functions for Stochastic Processes with Stationary and Independent Increments

    KUCHLER, U. & Lauritzen, Steffen, 1989, In: Scandinavian Journal of Statistics. 16, 3, p. 237-261 25 p.

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

  58. Graphical Models for Associations between Variables, some of which are Qualitative and some Quantitative

    Lauritzen, Steffen & WERMUTH, N., 1989, In: Annals of Statistics. 17, 1, p. 31-57 27 p.

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

  59. Mixed Graphical Association Models [with Discussion and Reply]

    Lauritzen, Steffen, 1989, In: Scandinavian Journal of Statistics. 16, 4, p. 273-306 34 p.

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

  60. 1988

  61. Extremal Families and Systems of Sufficient Statistics

    Lauritzen, Steffen, 1988, Springer. 268 p. (Lecture Notes in Statistics, Vol. 49).

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

  62. Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems

    Lauritzen, Steffen & SPIEGELHALTER, D., 1988, In: Journal of the Royal Statistical Society. B. 50, 2, p. 157-224 68 p.

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

  63. 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

  64. The reliability of measuring left ventricular ejection fraction by radionuclide cardiography: evaluation by the method of variance components

    HOILUND-CARLSEN, P., Lauritzen, Steffen, MARVING, J., RASMUSSEN, S., HESSE, B., FOLKE, K., GODTFREDSEN, J., CHRAEMMERJORGENSEN, B., GADSBOLL, N., DIGEPETERSEN, H. & JENSEN, B., 1988, In: BRITISH HEART JOURNAL. 59, 6, p. 653-662 10 p.

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

  65. 1987

  66. Reproducibility of determination of right ventricular ejection fraction by radionuclide imaging: assessment by the statistical method of variance components

    Hoilund-Carlsen, P. F., Marving, J., Rasmussen, S., Gadsboll, N., Chraemmer-Jorgensen, B. & Lauritzen, Steffen, 1987, In: International Journal of Cardiac Imaging. 2, 3, p. 183-196

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

  67. 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

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