Steffen Lauritzen
Professor, emeritus
Department of Mathematical Sciences
Universitetsparken 5
2100 København Ø
Graphical and Recursive Models for Contingency Tables
WERMUTH, N. & Lauritzen, Steffen, 1983, In: Biometrika. 70, 3, p. 537-552 16 p.Research output: Contribution to journal › Journal article › Research › peer-review
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
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
Techniques for Bayesian analysis of expert systems
Spiegelhalter, D. & Lauritzen, Steffen, 1990, In: Annals of Mathematics and Artificial Intelligence. 2, p. 353-366Research output: Contribution to journal › Journal article › Research › peer-review
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
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
Markov properties for mixed graphs
Sadeghi, K. S. & Lauritzen, Steffen, 2014, In: Bernoulli. 30, 2, p. 676-696Research output: Contribution to journal › Journal article › Research › peer-review
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
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
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
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
Proper local scoring rules
Parry, M., Dawid, A. P. & Lauritzen, Steffen, 2012, In: Annals of Statistics. 40, 1, p. 561-592 32 p.Research output: Contribution to journal › Journal article › Research › peer-review
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
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
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
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
- Published
Handbook of Graphical Models
Maathuis, M. (ed.), Drton, M. (ed.), Lauritzen, Steffen (ed.) & Wainwright, M. (ed.), 2019, Boca Raton: CRC Press. 554 p. (Handbooks of Modern Statistical Methods).Research output: Book/Report › Book › Research › peer-review
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 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
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
Extreme Point Models in Statistics [with Discussion and Reply]
Lauritzen, Steffen, 1984, In: Scandinavian Journal of Statistics. 11, 2, p. 65-91 27 p.Research output: Contribution to journal › Journal article › Research › peer-review
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
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
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
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
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
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
- Published
Lectures on Graphical Models, 3rd edition
Lauritzen, Steffen, 2019, Department of Mathematical Sciences, Faculty of Science, University of Copenhagen. 154 p.Research output: Book/Report › Compendium/lecture notes › Education
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
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
- Published
Time Series Analysis in 1880: A Discussion of Contributions Made by T.N. Thiele
Lauritzen, Steffen, 1981, In: International Statistical Review. 49, 3, p. 319-331 13 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
- Published
Unifying Markov properties for graphical models
Lauritzen, Steffen & Sadeghi, K. S., 2018, In: Annals of Statistics. 46, 5, p. 2251-2278Research output: Contribution to journal › Journal article › Research › peer-review
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
- 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
Lectures in Graphical Models
Lauritzen, Steffen, 2018, 2nd edition ed. Copenhagen: Department of Mathematical Sciences, Faculty of Science, University of Copenhagen.Research output: Book/Report › Compendium/lecture notes › Education
- Published
Maximum likelihood estimation in Gaussian models under total positivity
Lauritzen, Steffen, Uhler, C. & Zwiernik, P., 21 May 2019, In: Annals of Statistics. 47, 4, p. 1835-1863Research output: Contribution to journal › Journal article › 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
Local computation with valuations from a commutative semigroup
Lauritzen, Steffen & Jensen, F., 1997, In: Annals of Mathematics and Artificial Intelligence. 21, 1, p. 51-69Research output: Contribution to journal › Journal article › Research › peer-review
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
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
Decomposable graphs and hypergraphs
Lauritzen, Steffen, SPEED, T. & VIJAYAN, K., 1984, In: Journal of the Australian Mathematical Society. Series A. Pure mathematics and statistics. 36, FEB, p. 12-29 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
- Published
On Exchangeability in Network Models
Lauritzen, Steffen, Rinaldo, A. & Sadeghi, K., 12 Apr 2019, In: Journal of Algebraic Statistics. 10, 1, p. 85-114Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Total positivity in exponential families with application to binary variables
Lauritzen, Steffen, Uhler, C. & Zwiernik, P., 2021, In: Annals of Statistics. 49, p. 1436-1459Research output: Contribution to journal › Journal article › Research › peer-review
Graphical Models
Lauritzen, Steffen, 1996, Clarendon Press. 306 p.Research output: Book/Report › Book › 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
- Published
Random orthogonal set functions and stochastic models for the gravity potential of the earth
Lauritzen, Steffen, Jan 1975, In: Stochastic Processes and Their Applications. 3, 1, p. 65-72 8 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Random Networks, Graphical Models, and Exchangeability
Lauritzen, Steffen, Rinaldo, A. & Sadeghi, K., 24 Apr 2018, In: Journal of The Royal Statistical Society Series B-statistical Methodology. 80, 3, p. 481-508Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Lectures on Graphical Models
Lauritzen, Steffen, 2017, Department of Mathematical Sciences, Faculty of Science, University of Copenhagen. 155 p.Research output: Book/Report › Compendium/lecture notes › Education
ID: 86418923
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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
Research output: Contribution to journal › Journal article › Research › peer-review
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