Steffen Lauritzen
Professor, emeritus
Department of Mathematical Sciences
Universitetsparken 5
2100 København Ø
- 2023
- Published
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
- 2022
- Published
Conditional independence in max-linear Bayesian networks
Amendola, C., Kluppelberg, C., Lauritzen, Steffen & Tran, N., 2022, In: Annals of Applied Probability. 32, 1, p. 1-45Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Locally associated graphical models and mixed convex exponential families
Lauritzen, Steffen & Zwiernik, P., 27 Nov 2022, In: Annals of Statistics. 50, 5, p. 3009-3038Research output: Contribution to journal › Journal article › Research › peer-review
- 2021
- Published
Identifiability and estimation of recursive max‐linear models
Gissibl, N., Klüppelberg, C. & Lauritzen, Steffen, 2021, In: Scandinavian Journal of Statistics. 48, 1, p. 188-211Research 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
- 2020
- Published
Harmonic analysis of symmetric random graphs
Lauritzen, Steffen, 2020, In: Kybernetika. 56, 6, p. 1081-1089Research output: Contribution to journal › Journal article › Research › peer-review
- 2019
- Published
Bayesian Networks for Max-Linear Models
Klüppelberg, C. & Lauritzen, Steffen, 2019, Network Science: An aerial view. Biagini, F., Kauermann, G. & Meyer-Brandis, T. (eds.). Springer, p. 79-97Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review
- 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
- 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
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
- 2018
- 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
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
- 2017
- Published
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
- 2015
Analysis of Forensic DNA Mixtures with Artefacts
Cowell, R. G., Graversen, T., Lauritzen, Steffen & Mortera, J., 2015, In: Journal of the Royal Statistical Society, Series C (Applied Statistics). 64, 1, p. 1-48Research output: Contribution to journal › Journal article › Research › peer-review
Linear estimating equations for exponential families with application to Gaussian linear concentration models
Forbes, P. G. M. & Lauritzen, Steffen, 2015, In: Linear Algebra and Its Applications. 473, p. 261-283Research output: Contribution to journal › Journal article › Research › peer-review
Computational aspects of DNA mixture analysis
Graversen, T. & Lauritzen, Steffen, 2015, In: Statistics and Computing. 25, 3, p. 527-541 15 p.Research output: Contribution to journal › Journal article › Research › peer-review
- 2014
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
- 2013
Fingerprint analysis using Bayesian alignment
Forbes, P. G. M. & Lauritzen, Steffen, 2013, Statistical Models and Methods for non-Euclidean Data with Current Scientific Applications International Conference, held in Leeds, UK, 2-4 July 2013: The 32nd Leeds Annual Statistical Research (LASR) Workshop. University of LeedsResearch output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research
Estimation of parameters in DNA mixture analysis
Graversen, T. & Lauritzen, Steffen, 2013, In: Journal of Applied Statistics. 40, 11, p. 2423-2436 14 p.Research output: Contribution to journal › Journal article › Research › peer-review
- 2012
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
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
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
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
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
- 2011
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
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
- 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
- 2008
- 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
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
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
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
- 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
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
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
- 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
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
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
- 2006
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
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
- 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
- 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
- 2003
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
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
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
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
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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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