Steffen Lauritzen
Professor, emeritus
Department of Mathematical Sciences
Universitetsparken 5
2100 København Ø
- 1998
- Published
Generating mixed hierarchical interaction models by selection
Lauritzen, Steffen, 1998.Research output: Contribution to conference › Paper › Research › peer-review
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
- 1999
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
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
- 2000
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
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
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
- 2001
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
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. 109-116Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
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
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
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
- 2002
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
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
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
Thiele: Pioneer in Statistics
Lauritzen, Steffen, 2002, Oxford University Press. 276 p.Research output: Book/Report › Book › Research › peer-review
- 2003
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
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
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
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
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
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
Rundt på gulvet med komplekse tal
Lauritzen, Steffen, 2003, In: Ingeniøren. 14, p. 16-17Research output: Contribution to journal › Journal article › Communication
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
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. 280-300Research output: Contribution to journal › Journal article › Research › peer-review
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
- 2004
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
- 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
- 2005
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
- 2006
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
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
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
- 2007
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
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
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
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
- 2008
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
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
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
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
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
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
- 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
- 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
- 2010
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
- 2011
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
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
- 2012
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
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
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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Markov Fields and Log-Linear Interaction Models for Contingency Tables
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Hyper Markov Laws in the Statistical Analysis of Decomposable Graphical Models
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Maximum likelihood estimation in Gaussian models under total positivity
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