Steffen Lauritzen

Steffen Lauritzen

Professor, emeritus

ORCID: 0000-0001-7176-6212

Publication year:
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  1. 1998
  2. Published

    Generating mixed hierarchical interaction models by selection

    Lauritzen, Steffen, 1998.

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

  3. 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

  4. 1999

  5. 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

  6. 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

  7. 2000

  8. 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

  9. 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

  10. 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

  11. 2001

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  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. 2003

  23. 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

  24. 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

  25. 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

  26. 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

  27. 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

  28. 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

  29. Rundt på gulvet med komplekse tal

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

    Research output: Contribution to journal › Journal article › Communication

  30. 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

  31. 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

  32. 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

  33. 2004

  34. 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

  35. 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

  36. 2005

  37. 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

  38. 2006

  39. 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

  40. 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

  41. 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

  42. 2007

  43. 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

  44. 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

  45. 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

  46. 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

  47. 2008

  48. 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

  49. 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

  50. 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

  51. 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

  52. 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

  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. 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

  55. 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

  56. 2010

  57. 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

  58. 2011

  59. 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

  60. 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

  61. 2012

  62. 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

  63. 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

  64. Graphical Models with R

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

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

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