Steffen Lauritzen
Professor, emeritus
Department of Mathematical Sciences
Universitetsparken 5
2100 København Ø
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
- 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
- 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
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Total Positivity in Markov Structures
Fallat, S., Lauritzen, Steffen, Sadeghi, K., Uhler, C., Wermuth, N. & Zwiernik, P., 2017, In: Annals of Statistics. 45, 3, p. 1152-1184Research output: Contribution to journal › Journal article › Research › peer-review
- 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
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
Thiele: Pioneer in Statistics
Lauritzen, Steffen, 2002, Oxford University Press. 276 p.Research output: Book/Report › Book › Research › peer-review
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
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
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
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
- Published
The Probabilistic Background of Some Statistical Methods in Physical Geodesy.
Lauritzen, Steffen, 1973, København: Geodætisk Institut.Research output: Book/Report › Book › Research
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
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
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THE AVERAGE NOISE FROM A POISSON STREAM OF VEHICLES
ANDERSEN, P., ANDERSEN, S. & Lauritzen, Steffen, 1977, In: Journal of Applied Probability. 14, 4, p. 817-828 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Sufficiency, prediction and extreme models
Lauritzen, Steffen, 1974, In: Scandinavian Journal of Statistics. 1, p. 128-134 7 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Stochastic Model. [Appendix to arrticle: Method for monitoring plasma progesterone oncentrations in pregnancy / Winkel, P., Gæde, P. and Lyngbye, J.]
Lauritzen, Steffen, 1976, In: Clinical Chemistry. 22, 4, p. 427-428Research 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
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
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
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
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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Seconder of the vote of thanks to Fong, Holmes and Walker and contribution to the Discussion of ‘Martingale Posterior Distributions’
Lauritzen, Steffen, 2023, In: Journal of the Royal Statistical Society. Series B: Statistical Methodology. 85, 5, p. 1394-1396Research output: Contribution to journal › Journal article › 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
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STATISTICS OF PHASE DERIVATIVES IN MOBILE COMMUNICATIONS.
Andersen, J. B., Lauritzen, Steffen & Thommesen, C., 1 Jan 1986, In: IEEE Vehicular Technology Conference. p. 228-231 4 p.Research output: Contribution to journal › Conference 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
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
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. 183-196Research output: Contribution to journal › Journal article › 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
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
- 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
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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
Proper local scoring rules on discrete sample spaces
Dawid, P., Lauritzen, Steffen & Parry, M., 2012, In: Annals of Statistics. 40, 1, p. 593-608 16 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
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
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
- 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
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
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
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
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
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
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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
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Ole Eiler Barndorff-Nielsen, 1935-2022
Lauritzen, Steffen & Sørensen, Michael, Oct 2022, In: Journal of the Royal Statistical Society. Series A: Statistics in Society. 185, 4, p. 2289-2291Research output: Contribution to journal › Journal article › Communication
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
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Note on a case-study in Box-Jenkins seasonal forecasting of time series
Lauritzen, Steffen, 1976, In: Scandinavian Journal of Statistics. 3, p. 93-94 2 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
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
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Mmathematical appendix to: Comparison of self-reported height and weight with controlled height and weight in women and men / P. Schlichting, P.F. Høilund-Carlsen and F. Quaade:
Lauritzen, Steffen, 1980, In: International Journal of Obesity. 5, p. 67-76Research output: Contribution to journal › Journal article › 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
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
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